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Wanglin Ma

Citations

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Working papers

  1. Wanglin Ma & Sanghyun Hong & W. Robert Reed & Jianhua Duan & Phong Quoc Luu, 2022. "Yield Effects of Agricultural Cooperative Membership in Developing Countries: A Meta-Analysis," Working Papers in Economics 22/15, University of Canterbury, Department of Economics and Finance.

    Cited by:

    1. Kassoum Ayouba & Chloé Duvivier & Claire Bussière, 2025. "Does agricultural cooperative membership improve farm productive performance? A meta‐regression analysis," Agricultural Economics, International Association of Agricultural Economists, vol. 56(1), pages 45-72, January.
    2. Hill, Daniel & Gregg, Daniel & Baker, Derek, 2025. "Trading off inclusion, value, and scale within smallholder targeted value chains," World Development, Elsevier, vol. 191(C).
    3. Abebayehu Girma Geffersa, 2024. "Agricultural cooperative membership and welfare of maize farmers in Ethiopia: Insights from panel data analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(4), pages 1223-1250, December.
    4. Zhanping Hu & Qian Forrest Zhang, 2024. "Alternative agrifood systems and the economic sustainability of farmers' cooperatives: The Chinese experience," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(6), pages 7447-7460, December.
    5. Hery Toiba & Moh Shadiqur Rahman & Rachman Hartono & Dwi Retnoningsih, 2024. "Improving dairy farmers’ welfare in Indonesia: Does cooperative membership matter?," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(4), pages 1003-1019, December.
    6. Rombeallo, Intan Parumbuan & Jamil, Muhammad Hatta & Rukmana, Didi, . "Factors affecting farmers’ decision to join coffee producer cooperatives to improve their welfare," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 10(4).
    7. Nicola Francesconi & Justin Miteng & Fleur Wouterse, 2025. "The indispensable function of agricultural cooperatives in South Sudan," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 96(1), pages 43-64, March.

  2. Zheng, Hongyun & Ma, Wanglin & Zhou, Xiaoshi, 2021. "Effects of Renting-in Cropland on Machinery Use Intensity and Land Productivity: Evidence from Rural China," 2021 Conference, August 17-31, 2021, Virtual 315084, International Association of Agricultural Economists.

    Cited by:

    1. Adane Tufa & Arega Alene & Hambulo Ngoma & Paswel Marenya & Julius Manda & Md Abdul Matin & Christian Thierfelder & David Chikoye, 2024. "Willingness to pay for agricultural mechanization services by smallholder farmers in Malawi," Agribusiness, John Wiley & Sons, Ltd., vol. 40(1), pages 248-276, January.
    2. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun & Rahut, Dil Bahadur, 2022. "Nonfarm employment and consumption diversification in rural China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 582-598.
    3. Yang, Qian & Zhu, Yueji, 2025. "The emerging short-form video platforms improve household dietary diversity of rural residents: Evidence from China," Food Policy, Elsevier, vol. 131(C).
    4. Yang, Wei & Vatsa, Puneet & Ma, Wanglin & Zheng, Hongyun, 2023. "Does mobile payment adoption really increase online shopping expenditure in China: A gender-differential analysis," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 99-110.
    5. Su, Min & Heerink, Nico & Oosterveer, Peter & Feng, Shuyi, 2025. "Land leasing-in, farm machinery, and pesticide use: A plot-analysis for Jiangsu Province, China," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 2470-2487.
    6. Martinson Ankrah Twumasi & Bright Senyo Dogbe & Ernest Kwarko Ankrah & Zhao Ding & Yuansheng Jiang, 2023. "Assessing Financial Literacy and Farmland Abandonment Relationship in Ghana," Agriculture, MDPI, vol. 13(3), pages 1-18, February.
    7. Hongbo Li & Lewei Chen & Zongyi Zhang, 2022. "A Study on the Utilization Rate and Influencing Factors of Small Agricultural Machinery: Evidence from 10 Hilly and Mountainous Provinces in China," Agriculture, MDPI, vol. 13(1), pages 1-25, December.
    8. Zhenbang Ma & Huichun Sun, 2024. "Harnessing the Power of Mechanization: A Multivalued Treatment Effect Analysis on Productivity for Chinese Smallholders," Land, MDPI, vol. 13(12), pages 1-21, December.
    9. Ji, Xiangyu & Wang, Yiting & Yang, Lei & Li, Chun & Chen, Liding, 2025. "The impact of cropland transfer on rural household income in China: The moderating effects of education," Land Use Policy, Elsevier, vol. 148(C).
    10. Martinson Ankrah Twumasi & Gloria Essilfie & Bright Senyo Dogbe & Ernest Kwarko Ankrah & Charles Hackman Kwamena Essel, 2024. "Does access to financial services improve nutritional intake among rural residents? Assessing potential action mechanism pathways," Review of Development Economics, Wiley Blackwell, vol. 28(3), pages 1131-1151, August.
    11. Junpeng Li & Puneet Vatsa & Wanglin Ma, 2024. "Flush toilet use and its impact on health and non‐health expenditures," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(4), pages 2022-2046, May.
    12. Junpeng Li & Wanglin Ma & Pengcheng Wang & Xianghai Meng, 2024. "Farmers’ willingness to transform untreated livestock manure into organic fertilizer: does information technology adoption make a difference?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(2), pages 5025-5045, February.
    13. Yangxiao Lu & Suhao Wei, 2024. "Outsourcing of Agricultural Machinery Operation Services and the Sustainability of Farmland Transfer Market: Promoting or Inhibiting?," Sustainability, MDPI, vol. 16(22), pages 1-19, November.
    14. Yingzheng Yan & Liupeng Chen & Ziwei Zhou & Yuanzhu Wei, 2025. "Digital financial inclusion and agricultural modernization development in China—a study based on the perspective of agricultural mechanization services," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-11, December.
    15. Wanglin Ma & Huanguang Qiu & Dil Bahadur Rahut, 2023. "Rural development in the digital age: Does information and communication technology adoption contribute to credit access and income growth in rural China?," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1421-1444, August.
    16. Tefera, Yared Deribe & Awoke, Bisrat G. & Daum, Thomas, 2025. "What factors are inducing or impeding the adoption of agricultural mechanization? Revisiting farm scale, overhead capital and spatial divergence," World Development Perspectives, Elsevier, vol. 38(C).
    17. Junpeng Li & Puneet Vatsa & Wanglin Ma & Phong Quoc Luu, 2025. "Promoting sustainable agri‐food production to achieve food and nutrition security: The role of soil conservation practices," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(1), pages 59-79, January.
    18. Yin, Guanqiu & You, Yuxuan & Han, Xiaoyan & Chen, Di, 2024. "The effect of agricultural scale management on farmers' income from a dual-scale perspective: Evidence from rural China," International Review of Economics & Finance, Elsevier, vol. 94(C).

  3. Ma, Wanglin & Zheng, Hongyun & Gong, Binlei, 2021. "Household Energy Choice for Cooking: Do Rural Income Growth and Ethnic Difference Play a Role?," 2021 Conference, August 17-31, 2021, Virtual 314990, International Association of Agricultural Economists.

    Cited by:

    1. Zhang, Yijing & Zhang, Duxun & Shen, Jinyu & Duan, Wei, 2025. "Spatial effects of ecological cognition on firewood collection by households in protected areas: An analysis based on the giant panda nature reserves," Forest Policy and Economics, Elsevier, vol. 170(C).

  4. Feng, Xiaolong & Ma, Wanglin & Liu, Mingyue & Qiu, Huanguang, 2021. "Impact of Grassland Transfer on Technical Efficiency of Livestock Production in Northern China," 2021 Conference, August 17-31, 2021, Virtual 315368, International Association of Agricultural Economists.

    Cited by:

    1. Xi Yu & Walliams Ali & Dongmei Li, 2025. "Agricultural Social Services and Land Transfer: A Multidimensional Analysis of Impacts on Land Allocation," Land, MDPI, vol. 14(4), pages 1-17, April.
    2. Awal Abdul‐Rahaman & Gazali Issahaku & Wanglin Ma, 2023. "Agrifood system participation and production efficiency among smallholder vegetable farmers in Northern Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 812-835, July.
    3. Yuxing Shi & Chaoqiong Li & Minjuan Zhao, 2023. "The effect, mechanism, and heterogeneity of grassland rental on herders' livestock production technical efficiency: evidence from pastoral areas in Northern China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(12), pages 14003-14031, December.
    4. Tang, Jianjun & Gong, Jiaowei & Ma, Wanglin & Rahut, Dil Bahadur, 2022. "Narrowing urban–rural income gap in China: The role of the targeted poverty alleviation program," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 74-90.
    5. Mucong Xin & Shuhao Tan & Huanguang Qiu & Jianjun Tang, 2025. "Environmental Regulations and Smallholder Farmers' Technical Efficiency: Empirical Evidence From Pastoral China," Journal of Agricultural Economics, Wiley Blackwell, vol. 76(3), pages 555-569, September.
    6. Shi, Xinjie & Huangfu, Bingyu & Zhang, Yan & Hu, Peinan & Gao, Xuwen, 2026. "Grassland certification, grazing behavior, and ecological consequences: Evidence from pastoral China," Journal of Development Economics, Elsevier, vol. 179(C).
    7. Shi, Xinjie & Huangfu, Bingyu & Zhang, Yan & Hu, Peinan & Gao, Xuwen, 2025. "Grassland Certification, Grazing Behavior, and Ecological Consequences: Evidence from Pastoral China," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 361156, Agricultural and Applied Economics Association.
    8. Menglu Li & Shemei Zhang & Nawab Khan, 2024. "Do farmers' professional cooperatives improve agricultural technical efficiency? Evidence using a national‐level dataset of China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(2), pages 363-383, June.
    9. Feng, Xiaolong & Qiu, Huanguang & Liu, Mingyue & Tang, Jianjun, 2024. "Innovation of grassland ecological governance systems: Synergy between government regulation and grassroots governance," Ecological Economics, Elsevier, vol. 217(C).

  5. Ma, W. & Grafton, Q. & Renwick, A., 2018. "Gender and Income Effects of Smartphone Use: The Case of Rural China," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277310, International Association of Agricultural Economists.

    Cited by:

  6. Renwick, A. & Ma, W. & Nie, P. & Tang, J., 2018. "The Joint Effects of Off-farm Work and Smartphone Use on Household Income in Rural China," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277304, International Association of Agricultural Economists.

    Cited by:

    1. Anthony Siaw & Yuansheng Jiang & Martinson Ankrah Twumasi & Wonder Agbenyo, 2020. "The Impact of Internet Use on Income: The Case of Rural Ghana," Sustainability, MDPI, vol. 12(8), pages 1-16, April.
    2. Peng Nie & Wanglin Ma & Alfonso Sousa-Poza, 2021. "The relationship between smartphone use and subjective well-being in rural China," Electronic Commerce Research, Springer, vol. 21(4), pages 983-1009, December.
    3. Yu Zhang & Ben Niu & Xianzhou Zhang, 2024. "Subsidy-Dominated Non-Farm Income Improves Herder Household Livelihoods and Promotes Income Equality in North Tibet, China," Sustainability, MDPI, vol. 16(9), pages 1-17, April.
    4. Hina Amber & Bezawit Beyene Chichaibelu, 2023. "Narrowing the gender digital divide in Pakistan: Mobile phone ownership and female labor force participation," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1354-1382, August.
    5. Xiao Song & Kee-Cheok Cheong & Qianyi Wang & Yurui Li, 2020. "Developmental Sustainability through Heritage Preservation: Two Chinese Case Studies," Sustainability, MDPI, vol. 12(9), pages 1-18, May.
    6. Min, Shi & Liu, Min & Huang, Jikun, 2020. "Does the application of ICTs facilitate rural economic transformation in China? Empirical evidence from the use of smartphones among farmers," Journal of Asian Economics, Elsevier, vol. 70(C).
    7. Bhandari, Aarushi & Burroway, Rebekah, 2023. "Hold the phone! A cross-national analysis of Women's education, mobile phones, and HIV infections in low- and middle-income countries, 1990–2018," Social Science & Medicine, Elsevier, vol. 334(C).
    8. Shengyang Sun & Chao Zhang & Ruifa Hu & Jian Liu, 2023. "Do Pesticide Retailers’ Recommendations Aggravate Pesticide Overuse? Evidence from Rural China," Agriculture, MDPI, vol. 13(7), pages 1-16, June.

  7. Ma, Wanglin & Abdulai, Awudu, 2015. "Linking apple farmers to markets: Determinants and impacts of marketing contracts in China," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 202719, Agricultural and Applied Economics Association.

    Cited by:

    1. Frasa, Stefanie & Carlberg, Jared & Hogan, Robert, "undated". "Use of Contracts by Prairie Agricultural Producers," Working Papers 232328, Structure and Performance of Agriculture and Agri-products Industry (SPAA).
    2. Delelegne A. Tefera & Jos Bijman, 2021. "Economics of contracts in African food systems: evidence from the malt barley sector in Ethiopia," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 9(1), pages 1-21, December.
    3. DONKOR, Emmanuel & OWUSU-SEKYERE, Enoch & OWUSU, Victor & JORDAAN, Henry, . "Impact Of Row-Planting Adoption On Productivity Of Rice Farming In Northern Ghana," Review of Agricultural and Applied Economics (RAAE), Faculty of Economics and Management, Slovak Agricultural University in Nitra, vol. 19(2), pages 1-10.
    4. Addison, Monica & Ohene-Yankyera, Kwasi & Aidoo, Robert, 2020. "Quantifying the impact of agricultural technology usage on intra-household time allocation: Empirical evidence from rice farmers in Ghana," Technology in Society, Elsevier, vol. 63(C).
    5. Ishmael Hashmiu & Faizal Adams & Seth Etuah & Jonathan Quaye, 2024. "Food-cash crop diversification and farm household welfare in the Forest-Savannah Transition Zone of Ghana," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 16(2), pages 487-509, April.

  8. Ma, Wanglin, "undated". "Heterogeneous effects of Internet use and adoption of sustainable production practices on rural incomes: Evidence from China," 2020 Conference (64th), February 12-14, 2020, Perth, Western Australia 305240, Australian Agricultural and Resource Economics Society.

    Cited by:

    1. Liu, Yang & Qian, Qi & Wang, Yue & Zhang, Honghao, 2024. "Spatial differentiation and driving factors of scientific and technological innovation efficiency under the background of the digital economy," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 208-220.

  9. Ma, Wanglin & Renwick, Alan & Bicknell, Kathryn, "undated". "Feed Use Intensification and Technical Efficiency of Dairy Farms in New Zealand," 2018 Annual Meeting, August 5-7, Washington, D.C. 274394, Agricultural and Applied Economics Association.

    Cited by:

    1. Naphtal, Habiyaremye & Emily, Ouma Awuor & Nadhem, Mtimet & Gideon, Obare Aiko, 2023. "Profit efficiency and farm productivity: Implications for adoption of dairy best practices among milk producers in Rwanda," 2023 Seventh AAAE/60th AEASA Conference, September 18-21, 2023, Durban, South Africa 365968, African Association of Agricultural Economists (AAAE).
    2. Yangyuyu Luo & Sayeeda Bano, 2020. "Modelling New Zealand dairy products: evidence on export survival and duration," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(3), pages 605-631, July.
    3. Chenyang Liu & Xinyao Wang & Ziming Bai & Hongye Wang & Cuixia Li, 2023. "Does Digital Technology Application Promote Carbon Emission Efficiency in Dairy Farms? Evidence from China," Agriculture, MDPI, vol. 13(4), pages 1-23, April.
    4. Evans Brako Ntiamoah & Martinson Ankrah Twumasi & Bismark Ameyaw & Edmond Yeboah Nyamah & Dongmei Li, 2025. "Exploring the impact of agricultural innovation practices on technical efficiency: The case of smallholder pineapple farmers in Ghana," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(11), pages 26349-26373, November.
    5. Lingran Yuan & Shurui Zhang & Shuo Wang & Zesen Qian & Binlei Gong, 2021. "World agricultural convergence," Journal of Productivity Analysis, Springer, vol. 55(2), pages 135-153, April.
    6. Hongyun Zheng & Wanglin Ma, 2021. "The role of resource reallocation in promoting total factor productivity growth: Insights from China’s agricultural sector," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2350-2371, November.
    7. Robbie Maris & Zack Dorner, 2021. "Cost Efficiency Analysis using Operating Profit Margin for the New Zealand Dairy Industry," Working Papers in Economics 21/04, University of Waikato.
    8. Artur Wilczynski & Ewa Koloszycz & Michal Switlyk, 2020. "Technical Efficiency of Dairy Farms: An Empirical Study of Producers in Poland," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 117-127.
    9. Zetian Yu & Hao Liu & Hua Peng & Qiantong Xia & Xiaoxia Dong, 2023. "Production Efficiency of Raw Milk and Its Determinants: Application of Combining Data Envelopment Analysis and Stochastic Frontier Analysis," Agriculture, MDPI, vol. 13(2), pages 1-25, February.
    10. Zheng, Hongyun & Ma, Wanglin & Wang, Fang & Li, Gucheng, 2021. "Does internet use improve technical efficiency of banana production in China? Evidence from a selectivity-corrected analysis," Food Policy, Elsevier, vol. 102(C).
    11. Menglu Li & Shemei Zhang & Nawab Khan, 2024. "Do farmers' professional cooperatives improve agricultural technical efficiency? Evidence using a national‐level dataset of China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(2), pages 363-383, June.

  10. Ma, Wanglin & Renwick, Alan & Greig, Bruce, "undated". "Stocking Rate and Dairy Production in New Zealand: An Analysis of the UQR Model with Fixed Effects," 2019 Annual Meeting, July 21-23, Atlanta, Georgia 290717, Agricultural and Applied Economics Association.

    Cited by:

    1. Wanglin Ma & Peng Nie & Pei Zhang & Alan Renwick, 2020. "Impact of Internet use on economic well‐being of rural households: Evidence from China," Review of Development Economics, Wiley Blackwell, vol. 24(2), pages 503-523, May.
    2. Xiaoshi Zhou & Wanglin Ma & Gucheng Li & Huanguang Qiu, 2020. "Farm machinery use and maize yields in China: an analysis accounting for selection bias and heterogeneity," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1282-1307, October.
    3. Hongyun Zheng & Wanglin Ma, 2021. "The role of resource reallocation in promoting total factor productivity growth: Insights from China’s agricultural sector," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2350-2371, November.

Articles

  1. Zheng, Hongyun & Vatsa, Puneet & Ma, Wanglin & Zhou, Xiaoshou, 2023. "Working hours and job satisfaction in China: A threshold analysis," China Economic Review, Elsevier, vol. 77(C).

    Cited by:

    1. Sahoo, Dukhabandhu & Mohanty, Pritisudha & Mishra, Surbhi & Behera, Manash & Mohapatra, Souryabrata, 2024. "Does climate-smart agriculture technology improve the subjective well-being of farmers? Evidence from micro-level data," MPRA Paper 123955, University Library of Munich, Germany.
    2. Angela Mutuli Muendo & Mary Jebii Chemagosi & Sellah Lusike Lusweti, 2026. "School Policy Practices and Teacher Job Satisfaction: A Herzbergian Analysis of Pre-Primary School Teachers in Kilifi North Sub-County, Kilifi County, Kenya," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 10(26), pages 1418-1423, January.
    3. Tianyu Jin & Tuo Wang & Shaojie Zhou & Donghao Liu, 2024. "Long Working Hours and Job Satisfaction in Platform Employment: An Empirical Study of On-Demand Delivery Couriers in China," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 19(3), pages 1197-1223, June.
    4. Li, Hanyan & Ma, Jing & Tao, Sui, 2024. "Exploring the relationships among commute, work and life satisfaction: A multiscale analysis in Beijing," Journal of Transport Geography, Elsevier, vol. 118(C).
    5. Adolfo C. Fernández Puente & Nuria Sánchez-Sánchez, 2023. "The Impact of the Different Dimensions of Job Quality on Job Satisfaction in the Public and Private sector. What is Wrong with the Social Environment?," SAGE Open, , vol. 13(4), pages 21582440231, December.
    6. Hongyun Zheng & Wanglin Ma & Junpeng Li & Julio Botero, 2023. "Relationship between Internet Use and Negative Affect," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(4), pages 1693-1713, August.
    7. Hyunmin Cho & Heungjun Jung, 2025. "Job Autonomy and Job Satisfaction of Crowdworkers: Mediating Effects of Self-Efficacy and Meaningfulness of Work," SAGE Open, , vol. 15(2), pages 21582440251, April.
    8. Penghu Zhu & Yingying Hu & Ning Zhang, 2024. "How does civilization promote happiness? Insights from the Civilized Cities Program in China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-18, December.
    9. Binhui Wei & Chunkai Zhao & Mingzhong Luo, 2025. "Returning Entrepreneurship and Subjective Well-Being: Evidence from Migrant Worker Households in Rural China," Journal of Happiness Studies, Springer, vol. 26(3), pages 1-45, March.
    10. Xiance Sang & Chen Chen & Die Hu & Dil Bahadur Rahut, 2024. "Economic benefits of climate-smart agricultural practices: empirical investigations and policy implications," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(1), pages 1-21, January.

  2. Yang, Wei & Vatsa, Puneet & Ma, Wanglin & Zheng, Hongyun, 2023. "Does mobile payment adoption really increase online shopping expenditure in China: A gender-differential analysis," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 99-110.

    Cited by:

    1. Cao, Hanrui & Chen, Zhixin & Zhou, Zhixiang & Wu, Jie, 2023. "Agency or wholesale? Strategic analysis of the influence of distribution strategy on product line design with endogenous quality," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 687-701.
    2. Anran Dai & Shaoan Huang, 2025. "Online Payment Technological Innovation and Changes in Household Saving Rate: Evidence From China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(6), pages 3571-3590, September.
    3. Khalid Aljohani, 2024. "The Role of Last-Mile Delivery Quality and Satisfaction in Online Retail Experience: An Empirical Analysis," Sustainability, MDPI, vol. 16(11), pages 1-23, June.
    4. Muzaffarjon Ahunov & Leo Van Hove, 2026. "Mobile Payment Adoption in China: A Comment on Vatsa et al," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 47(2), pages 425-437, March.
    5. Xiaohui Sun & Zhijian Cai & Chongyu Wang & Jing Wang, 2024. "The Impact of Digital Inclusive Finance on Residents’ Cultural Consumption in China: An Urban-Rural Difference Perspective," Sustainability, MDPI, vol. 16(24), pages 1-18, December.
    6. Shao, Qinglong & Kostka, Genia, 2023. "The COVID-19 pandemic and deepening digital inequalities in China," Telecommunications Policy, Elsevier, vol. 47(10).
    7. Isha Chawla & Manouchehr Mokhtari, 2025. "Financial Overconfidence and High-Cost Borrowing: The Moderating Effect of Mobile Payments," FinTech, MDPI, vol. 4(1), pages 1-18, February.
    8. Zhu, Mingxun & Wang, Yanping & Wei, Min & Cai, Zhen, 2023. "How does digital finance affect consumer online shopping: A comprehensive analysis based on econometric model," Finance Research Letters, Elsevier, vol. 54(C).
    9. Sengupta, Reshmi & Rooj, Debasis, 2025. "E-Wallet adoption and health insurance uptake in India: Evidence from a copula regression analysis," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 2636-2657.
    10. Montero-Vega, Mariana & Estrada, Miquel & Thigulla, Divya Teja, 2025. "Understanding the impact of socio-demographic differences on acceptance of last-mile delivery technologies: A comparative analysis," Journal of Transport Geography, Elsevier, vol. 126(C).

  3. Hongyun Zheng & Wanglin Ma, 2023. "Smartphone-based information acquisition and wheat farm performance: insights from a doubly robust IPWRA estimator," Electronic Commerce Research, Springer, vol. 23(2), pages 633-658, June.

    Cited by:

    1. Yao Wang & Yuan Tian & Muhammad Nasrullah & Rui Zhang, 2025. "Does social capital influence farmers’ e-commerce entrepreneurship? China’s regional evidence," Electronic Commerce Research, Springer, vol. 25(5), pages 3397-3425, October.
    2. Zhu, Huanyu & Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun, 2023. "Clean energy use and subjective and objective health outcomes in rural China," Energy Policy, Elsevier, vol. 183(C).
    3. Ni Zhuo & Baozhi Li & Qibiao Zhu & Chen Ji, 2023. "Smartphone‐based agricultural extension services and farm incomes: Evidence from Zhejiang Province in China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1383-1402, August.
    4. Wanglin Ma & Andy McKay & Dil B. Rahut & Tetsushi Sonobe, 2023. "An introduction to rural and agricultural development in the digital age," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1273-1286, August.
    5. Kaiwen Ji & Yi Yu & Xianchun Dan & Dan Pan & Hui Mao, 2025. "Land Pollution Regulation and Rural Residents’ Subjective Well-Being: Evidence From China," SAGE Open, , vol. 15(3), pages 21582440251, September.
    6. Hongyun Zheng & Wanglin Ma & Yanzhi Guo, 2023. "Does nutrition knowledge training improve dietary diversity and nutrition intake? Insights from rural China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(S1), pages 1417-1436, December.
    7. Samuel K. N. Dadzie & Isaac Dasmani & Franklin T. Odamtten & Emmanuel W. Inkoom, 2025. "Risk attitudes towards climate variation and food crop diversification, and their implications for food security among farm households in Central Region, Ghana," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 17(6), pages 1379-1401, December.
    8. Bari, MD. Abdul & Khan, Ghulam Dastgir & Katayanagi, Mari & Yoshida, Yuichiro, 2024. "Gender dynamics of the impact of cash transfer on female educational expenditure of informal settlements in Bangladesh," World Development Perspectives, Elsevier, vol. 34(C).
    9. Shangao Wang & Gershom Endelani Mwalupaso & Xianhui Geng & Emmanuel Kiprop & Jotham Bett & Dancun Kibiwott Kimwei, 2026. "Nexus of agricultural informatisation and sustainable practices: Food security implications for drought-affected maize farmers in Zambia," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 72(2), pages 101-119.
    10. Fernández-Olmos, Marta & Ma, Wanglin & Florine, Pecheux-Livat, 2024. "Linking Spanish wine farmers to international markets: Is direct export better than indirect export in improving farm performance?," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 153-163.
    11. Quan He & Wanglin Ma & Puneet Vatsa & Hongyun Zheng, 2024. "Impact of mobile payment adoption on household expenditures and subjective well‐being," Review of Development Economics, Wiley Blackwell, vol. 28(1), pages 264-285, February.
    12. Moh Shadiqur Rahman & Wanglin Ma & Hery Toiba & Agus Widarjono, 2025. "Healthy Diet Choices: Does Internet Use Help Promote Healthy Food Consumption in Indonesia?," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 33(4), pages 831-843, October.
    13. Udit Chawla & Rajesh Mohnot & Akinola Fadahunsi & Devika Mulchandani, 2024. "The Bright Revolution: Accelerating Adoption of Solar Energy in India’s Dynamic Landscape," International Journal of Energy Economics and Policy, Econjournals, vol. 14(4), pages 226-233, July.
    14. John N. Ng'ombe & Thomson H. Kalinda & Kwabena Nyarko Addai & Cynthia Chibebe, 2025. "Does dairy cooperative membership improve food and nutrition security among rural farmers? A micro‐perspective from Zambia," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 96(1), pages 121-148, March.

  4. Wanglin Ma & Puneet Vatsa & Hongyun Zheng & Yanzhi Guo, 2022. "Does online food shopping boost dietary diversity? Application of an endogenous switching model with a count outcome variable," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-19, December.

    Cited by:

    1. Terrence Kairiza & Asankha Pallegedara & Lloyd Chigusiwa, 2025. "The interplay of drought, human–wildlife conflict and food security: Insights from rural Zimbabwe," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(1), pages 232-250, January.
    2. Yang, Qian & Zhu, Yueji, 2025. "The emerging short-form video platforms improve household dietary diversity of rural residents: Evidence from China," Food Policy, Elsevier, vol. 131(C).
    3. Hongyun Zheng & Wanglin Ma & Quan He, 2024. "Climate-smart agricultural practices for enhanced farm productivity, income, resilience, and greenhouse gas mitigation: a comprehensive review," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(4), pages 1-38, April.
    4. Hongyun Zheng & Wanglin Ma & Yanzhi Guo, 2023. "Does nutrition knowledge training improve dietary diversity and nutrition intake? Insights from rural China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(S1), pages 1417-1436, December.
    5. Zheng, Hongyun & Ma, Wanglin, 2023. "Impact of agricultural commercialization on dietary diversity and vulnerability to poverty: Insights from Chinese rural households," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 558-569.
    6. John N. Ng'ombe & Thomson H. Kalinda & Kwabena Nyarko Addai & Cynthia Chibebe, 2025. "Does dairy cooperative membership improve food and nutrition security among rural farmers? A micro‐perspective from Zambia," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 96(1), pages 121-148, March.

  5. Hongyun Zheng & Wanglin Ma, 2022. "Impact of ICT adoption on cosmetic expenditure of Chinese residents: an exploration accounting for urban-rural differentials," Applied Economics Letters, Taylor & Francis Journals, vol. 29(14), pages 1286-1291, August.

    Cited by:

    1. Puneet Vatsa & Junpeng Li & Phong Quoc Luu & Julio Cesar Botero‐R, 2023. "Internet use and consumption diversity: Evidence from rural China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1287-1308, August.
    2. Fernández-Olmos, Marta & Ma, Wanglin & Florine, Pecheux-Livat, 2024. "Linking Spanish wine farmers to international markets: Is direct export better than indirect export in improving farm performance?," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 153-163.
    3. Moh Shadiqur Rahman & Wanglin Ma & Hery Toiba & Agus Widarjono, 2025. "Healthy Diet Choices: Does Internet Use Help Promote Healthy Food Consumption in Indonesia?," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 33(4), pages 831-843, October.

  6. Xiaolong Feng & Wanglin Ma & Mingyue Liu & Huanguang Qiu, 2022. "Impact of grassland transfer on technical efficiency of livestock production in Northern China," Applied Economics, Taylor & Francis Journals, vol. 54(6), pages 702-718, February.
    See citations under working paper version above.
  7. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun & Rahut, Dil Bahadur, 2022. "Nonfarm employment and consumption diversification in rural China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 582-598.

    Cited by:

    1. Xiumei Wang & Yongjian Huang & Yingying Zhao & Jingxuan Feng, 2023. "Digital Revolution and Employment Choice of Rural Labor Force: Evidence from the Perspective of Digital Skills," Agriculture, MDPI, vol. 13(6), pages 1-19, June.
    2. Rajaona, Ambinistoa & Limbe, Medad & Ali, Mustaf, 2024. "Exploring the Relationship between Formal Employment and Household Welfare: Evidence from Rural Tanzania," MPRA Paper 122180, University Library of Munich, Germany, revised 01 Nov 2024.
    3. Keqiao Su & Ruixue Wang & Ze Han & Jiancheng Chen & Xiangzheng Deng, 2025. "Examining the path of urban–rural industry convergence and its impacts on farmers’ income growth: evidence from Xinjiang Uyghur Autonomous Region, China," Annals of Operations Research, Springer, vol. 355(1), pages 1041-1067, December.
    4. Huwei Wen & Zisong Zeng, 2024. "Impact of Non-Agricultural Employment on Food Security in China’s Old Revolutionary Base Areas," Agriculture, MDPI, vol. 14(6), pages 1-20, May.
    5. Gang Li, 2023. "Digital Inequality and Household Income Distribution: Evidence from Rural China," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(6), pages 3061-3087, December.
    6. Mallawaarachchi, Thilak & Rahut, Dil Bahadur, 2023. "Realising rural economic transformation: Pathways to inclusive and sustainable prosperity in post-COVID-19 Asia," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 1076-1082.
    7. Wei Li & Yingying Wang, 2024. "Producer services agglomeration and green growth: evidence from China," Economic Change and Restructuring, Springer, vol. 57(3), pages 1-35, June.
    8. Taian Deng & Marrit van den Berg & Nico Heerink & Haoyang Cui & Fuli Tan & Shenggen Fan, 2023. "Can homestead gardens improve rural households' vegetable consumption? Evidence from three provinces in China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(S1), pages 1578-1594, December.
    9. Li Huang & Heng Wu & Mi Zhou, 2022. "Implications of Non-Farm Work for Clean Energy Adoption: Evidence from Rural China," Agriculture, MDPI, vol. 12(12), pages 1-19, December.
    10. Gang Li & Xufeng Cui & Lan Pan & Yufei Wang, 2023. "Land Transfer and Rural Household Consumption Diversity: Promoting or Inhibiting?," Land, MDPI, vol. 12(1), pages 1-16, January.

  8. Tang, Jianjun & Gong, Jiaowei & Ma, Wanglin & Rahut, Dil Bahadur, 2022. "Narrowing urban–rural income gap in China: The role of the targeted poverty alleviation program," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 74-90.

    Cited by:

    1. Bing He & Guoqi Nan & Da Xu & Jun Sun, 2025. "Bridging or widening? The impact of the Broadband China policy on urban-rural income inequality," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-11, December.
    2. Yu, Xiaodong & Sun, Shize & Cheng, Xirong & Wang, Meiling & Fu, Xiaoxia, 2024. "Does a government's organizational structure affect the governance structure of local family firms? A perspective on the number of cities’ subordinate counties," Finance Research Letters, Elsevier, vol. 65(C).
    3. Keqiao Su & Ruixue Wang & Ze Han & Jiancheng Chen & Xiangzheng Deng, 2025. "Examining the path of urban–rural industry convergence and its impacts on farmers’ income growth: evidence from Xinjiang Uyghur Autonomous Region, China," Annals of Operations Research, Springer, vol. 355(1), pages 1041-1067, December.
    4. Dan Luo & Feifan Wang & Yue Gu & Jiamin Lv, 2024. "How Does Digital Finance Contribute to Sustainable Wealth Growth: Perspective from Residents’ Income," Sustainability, MDPI, vol. 16(18), pages 1-24, September.
    5. Kedong Yin & Yaoao Li & Chong Huang, 2025. "Spatiotemporal characteristics, regional disparities, and distributional dynamics of China’s economic growth in coastal areas: evidence from the DMSP-OLS-like data of 114 cities," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 74(4), pages 1-31, December.
    6. Gang Li, 2025. "The Heterogeneous Impact of Digital Technology Utilization on Rural Household Income: Evidence from China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(2), pages 7325-7349, June.
    7. Zhe Zhang, 2022. "Research on the Impact of Digital Finance on China's Urban-Rural Income Gap," Review of Economic Assessment, Anser Press, vol. 1(1), pages 63-75, December.
    8. Li, Junpeng & Ma, Wanglin & Gong, Binlei, 2023. "Market participation and subjective well-being of maize farmers," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 941-960.
    9. Jianxu Liu & Xiaoqing Li & Shutong Liu & Sanzidur Rahman & Songsak Sriboonchitta, 2022. "Addressing Rural–Urban Income Gap in China through Farmers’ Education and Agricultural Productivity Growth via Mediation and Interaction Effects," Agriculture, MDPI, vol. 12(11), pages 1-23, November.
    10. Li, Fangfang & He, Dongwei & Liu, Jianghui & Hong, Na, 2025. "Does crop insurance increase farmers’ income? Evidence from the pilot program of agricultural catastrophe insurance in China," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 1002-1019.
    11. Mallawaarachchi, Thilak & Rahut, Dil Bahadur, 2023. "Realising rural economic transformation: Pathways to inclusive and sustainable prosperity in post-COVID-19 Asia," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 1076-1082.
    12. Zhao, Yu & Li, Yuheng & Liu, Yansui & Yuan, Xuefeng, 2025. "Evolution of rural human-earth system in midstream of China’s Yellow River and its implications for land use planning: A study of Lingbao County, Henan Province," Land Use Policy, Elsevier, vol. 150(C).
    13. Yanling Lu & Bo Zhong & Quan Fang, 2025. "Research on Fiscal Support for Agriculture, Green Agricultural Productivity, and the Urban–Rural Income Gap: A PVAR Approach," Sustainability, MDPI, vol. 17(12), pages 1-18, June.
    14. Dan Pan & Jinlong Zhou & Yi Yu & Shengdong Chen, 2024. "Rural Collective Property Rights System Reform and Urban-Rural Income Gap: A County-Scale Big Data Analysis in China," SAGE Open, , vol. 14(3), pages 21582440241, August.
    15. Miao, Shuo & Li, ShaoNan, 2025. "Urban-rural population mobility, government governance and regional coordinated development," International Review of Economics & Finance, Elsevier, vol. 101(C).
    16. Liu, Jingtong & Zhou, Dingyang & Jiang, Guanghui, 2025. "The implementation of China’s poverty alleviation policies has enhanced the diversity of the industrial structure," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 446-462.
    17. Zhang, Xuecui & Chen, Lu & Liu, Xiuyan, 2025. "Does targeted poverty alleviation foster rural entrepreneurship? evidence from china’s township-level panel data," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 1927-1945.
    18. Wang Li, 2025. "Aggravate or Alleviate? The Impact of Financial Literacy on Income Inequality: Evidence From Double Machine Learning," SAGE Open, , vol. 15(4), pages 21582440251, November.
    19. Yang, Zhen & Gao, Weijun & Han, Qing & Qi, Liyan, 2024. "Aggravating or alleviating? Smart city construction and urban inequality in China," Technology in Society, Elsevier, vol. 77(C).
    20. Junpeng Li & Puneet Vatsa & Wanglin Ma, 2024. "Flush toilet use and its impact on health and non‐health expenditures," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(4), pages 2022-2046, May.
    21. Bo Cheng & Wenhao Xue & Yi Zheng & Zhe Yang & Yulu Tian, 2023. "The Impact of Establishment of Nature Reserves on the Urban–Rural Income Gap: Evidence from County-Level Analysis in China," Sustainability, MDPI, vol. 15(17), pages 1-12, August.
    22. Luo, Haotian & Hu, Qing, 2024. "A re-examination of the influence of human capital on urban-rural income gap in China: College enrollment expansion, digital economy and spatial spillover," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 494-519.
    23. Wu, Yihan & Zhang, Xingmin, 2025. "State-led regional development strategy and multidimensional health poverty of the residents: Evidence from the China’s great western development program," Economics & Human Biology, Elsevier, vol. 57(C).
    24. Pinto, Thiago L.S. & Tabak, Benjamin Miranda & Cajueiro, Daniel O., 2023. "How politics can influence the allocation of social program benefits: A case study of the Brazilian poverty reduction program Bolsa Família," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 77-89.
    25. Ding, Chante Jian & Zhao, Mu & Wang, Jiaxin & Shao, David Xuefeng & Miah, Shah J. & Yue, Lin, 2024. "Social robots in the context of corporate participation in rural revitalization: A binary legitimacy perspective," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    26. Haoyu Shu & Jianping Zha & Rong Ma & Minqing Yan, 2024. "Chance or challenge? Understanding how the Internet affects the nexus between tourism and urban-rural income inequality," Tourism Economics, , vol. 30(8), pages 2089-2110, December.
    27. Jing Zhang & Bingbing Huang & Xinming Chen & Congmou Zhu & Muye Gan, 2022. "Multidimensional Evaluation of the Quality of Rural Life Using Big Data from the Perspective of Common Prosperity," IJERPH, MDPI, vol. 19(21), pages 1-21, October.
    28. Xiaochi Qu & Haozhe Zhang & Guohua Bi & Kangchuan Su & Zhongxun Zhang & Yao Qian & Qingyuan Yang, 2022. "Spatial Effects of the Land Supply Scale of Different Industrial Sectors on High-Quality Development in the Yangtze River Economic Belt," Land, MDPI, vol. 11(11), pages 1-23, October.
    29. Qi Jiang & Yihan Li & Hongyun Si, 2022. "Digital Economy Development and the Urban–Rural Income Gap: Intensifying or Reducing," Land, MDPI, vol. 11(11), pages 1-23, November.
    30. Shiyu Yan & Jiao Wang & Zhineng Hu, 2023. "Assessment of the effects of targeted poverty alleviation policy on differently poverty‐stricken households: A multi‐propensity score weighting model," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1792-1833, August.
    31. Ran, Rong & Hua, Lei & Xiao, Junfu & Ma, Li & Pang, Mingyue & Ni, Zhengxing, 2023. "Can poverty alleviation policy enhance ecosystem service value? Evidence from poverty-stricken regions in China," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1509-1525.
    32. Yuxin Meng & Lu Liu & Qiying Ran, 2022. "Can Urban Green Transformation Reduce the Urban–Rural Income Gap? Empirical Evidence Based on Spatial Durbin Model and Mediation Effect Model," Sustainability, MDPI, vol. 14(24), pages 1-24, December.
    33. Zhang, Ning & Yang, Wantong & Ke, Haiqian, 2024. "Does rural e-commerce drive up incomes for rural residents? Evidence from Taobao villages in China," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 976-998.
    34. Xinwen Lin & Angathevar Baskaran & Yajie Zhang, 2023. "Watershed Horizontal Ecological Compensation Policy and Green Ecological City Development: Spatial and Mechanism Assessment," IJERPH, MDPI, vol. 20(3), pages 1-21, February.

  9. Zhongkun Zhu & Wanglin Ma & Chenxin Leng, 2022. "ICT Adoption, Individual Income and Psychological Health of Rural Farmers in China," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(1), pages 71-91, February.

    Cited by:

    1. Jingru Xiang & Congying Zhang, 2025. "Decoding the “Digital Code” of Happiness: Elaboration Based on Absolute Income and Relative Income," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 178(3), pages 1025-1052, July.
    2. Shi, Zheng, 2023. "The impact of regional ICT development on job quality of the employee in China," Telecommunications Policy, Elsevier, vol. 47(6).
    3. Qianhui Ma & Shaofeng Zheng & Peng Deng, 2022. "Impact of Internet Use on Farmers’ Organic Fertilizer Application Behavior under the Climate Change Context: The Role of Social Network," Land, MDPI, vol. 11(9), pages 1-19, September.
    4. Bin Xiong & Baocheng Yu, 2024. "The Impact of Internet Development on Youth’s Job Quality in the Digital Economy Era: Transmission Mechanism and Empirical Test," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 175(1), pages 269-294, October.

  10. Wanglin Ma & Hongyun Zheng & Yueji Zhu & Jianling Qi, 2022. "Effects of cooperative membership on financial performance of banana farmers in China: A heterogeneous analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(1), pages 5-27, March.

    Cited by:

    1. Mingze Wu & Yueji Zhu, 2023. "Does Farmers’ Lottery Participation Affect Technical Efficiency of Banana Production in Rural China?," Agriculture, MDPI, vol. 13(4), pages 1-17, March.
    2. Hongyun Zheng & Puneet Vatsa & Wanglin Ma & Dil Bahadur Rahut, 2023. "Does agricultural cooperative membership influence off‐farm work decisions of farm couples?," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 831-855, September.
    3. Nguyen, Trung Thanh & Do, Manh Hung & Rahut, Dil & Nguyen, Viet Hung & Chhay, Panharoth, 2023. "The impact of internet use on the performance of agricultural cooperatives in Vietnam," MPRA Paper 117274, University Library of Munich, Germany.
    4. Li, Junpeng & Ma, Wanglin & Gong, Binlei, 2023. "Market participation and subjective well-being of maize farmers," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 941-960.
    5. Jiayi Wang & Yongping Wang, 2024. "Economic performance of rural collective‐owned cooperatives: Determinants and influence mechanism," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(3), pages 629-653, September.
    6. Trung Thanh Nguyen & Manh Hung Do & Dil B. Rahut & Viet Hung Nguyen & Panharoth Chhay, 2023. "Female leadership, internet use, and performance of agricultural cooperatives in Vietnam," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 877-903, September.
    7. Abebayehu Girma Geffersa, 2024. "Agricultural cooperative membership and welfare of maize farmers in Ethiopia: Insights from panel data analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(4), pages 1223-1250, December.
    8. Awal Abdul‐Rahaman & Gazali Issahaku & Wanglin Ma, 2023. "Agrifood system participation and production efficiency among smallholder vegetable farmers in Northern Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 812-835, July.
    9. Feifei Chen & Zhigang Xu & Yufeng Luo, 2023. "False prosperity: Rethinking government support for farmers’ cooperatives in China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 905-920, September.
    10. Esther J. Cheyo & Edmond Nyuyki Mainimo & Daniel M. Okello & Walter Odongo & Stephen W. Kalule, 2024. "Participation and commercialization in producer cooperatives: Insights on the role of cooperative functioning and equity strategies," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(3), pages 815-834, September.
    11. Jasper Grashuis & Theodoros Skevas, 2023. "What is the benefit of membership in farm producer organizations? The case of coffee producers in Peru," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(2), pages 423-443, June.
    12. Sanjaya Fernando & Elena Garnevska & Thiagarajah Ramilan & Nicola Shadbolt, 2025. "Cooperatives’ level of vertical integration and farm financial performance amongst smallholder farmer‐members in Sri Lanka," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 96(1), pages 149-170, March.
    13. Hery Toiba & Moh Shadiqur Rahman & Rachman Hartono & Dwi Retnoningsih, 2024. "Improving dairy farmers’ welfare in Indonesia: Does cooperative membership matter?," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(4), pages 1003-1019, December.
    14. Abebayehu Girma Geffersa, 2024. "Does cooperative membership enhance inorganic fertilizer use intensity? Panel data evidence from maize farmers in Ethiopia," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(2), pages 327-361, June.
    15. Abebayehu Girma Geffersa & Md. Monirul Islam, 2026. "Beyond subsistence? The role of rural cooperatives in driving smallholder commercialization in Ethiopia," Agribusiness, John Wiley & Sons, Ltd., vol. 42(1), pages 271-295, January.
    16. Huma Neupane & Krishna P. Paudel & Qinying He, 2023. "Impact of cooperative membership on market performance of Nepali goat farmers," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 805-830, September.
    17. Pierre Chollet & Geoffroy Enjolras & Iciar Pavez & Louis‐Antoine Saïsset, 2026. "The sustainability performance of agricultural cooperatives: A systematic literature review," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 97(2), pages 321-367, June.
    18. Ming-Feng Hsieh & Yir-Hueih Luh, 2022. "Is Contract Farming with Modern Distributors Partnership for Higher Returns? Analysis of Rice Farm Households in Taiwan," Sustainability, MDPI, vol. 14(22), pages 1-16, November.
    19. Wanglin Ma & Sanghyun Hong & W. Robert Reed & Jianhua Duan & Phong Quoc Luu, 2022. "Yield Effects of Agricultural Cooperative Membership in Developing Countries: A Meta-Analysis," Working Papers in Economics 22/15, University of Canterbury, Department of Economics and Finance.
    20. An Thi Thuy Duong, 2025. "Unveiling the role of government support: Empirical studies on the performance of cooperatives in Vietnam," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 96(3), pages 455-486, September.
    21. Imad Jabbouri & Rachid Jabbouri & Karim Bahoum & Yasmine El Hajjaji, 2023. "E‐commerce adoption among Moroccan agricultural cooperatives: Between structural challenges and immense business performance potential," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(4), pages 1145-1171, December.
    22. Ananya Khajuria & Shaveta Kohli, 2026. "Prioritizing sustainability in agricultural marketing cooperative research: A bibliometric analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 97(2), pages 291-319, June.
    23. Menglu Li & Shemei Zhang & Nawab Khan, 2024. "Do farmers' professional cooperatives improve agricultural technical efficiency? Evidence using a national‐level dataset of China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(2), pages 363-383, June.
    24. Fang Wu & Xibao Guo & Xia Guo, 2023. "Cooperative membership and new technology adoption of family farms: Evidence from China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 719-739, September.

  11. Ma, Wanglin & Zheng, Hongyun & Gong, Binlei, 2022. "Rural income growth, ethnic differences, and household cooking fuel choice: Evidence from China," Energy Economics, Elsevier, vol. 107(C).

    Cited by:

    1. Weiqiang Zhu & Yun Zhang, 2024. "Household Energy Clean Transition Mechanisms under Market Failures: A Government Financing Perspective," Sustainability, MDPI, vol. 16(13), pages 1-29, July.
    2. Li, Tingting & Lu, Hongwei & Li, Jinkai & Chen, Jueying & Hong, Yu & Liu, Heguang, 2025. "Population ageing and clean energy transition: Evidence from rural China," Energy, Elsevier, vol. 335(C).
    3. Rong, Jing & Guo, Quan & Chen, Shikun & Hao, Jinghui, 2025. "Does carbon emission trading policy improve agricultural energy transition? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 1670-1689.
    4. Tinta, Abdoulganiour Almame, 2024. "Ladder or Stacking: Lesson from Burkina Faso," Energy Policy, Elsevier, vol. 186(C).
    5. Zhu, Lin & Sheng, Yu & Liao, Hua & Blaschke, Maximilian J., 2025. "Enhancing clean cooking energy transition through living facility improvements: Experience from China," Energy Economics, Elsevier, vol. 144(C).
    6. Wang, Libo & Zhang, Hongxia & Xia, Ming & Ma, Jianhong, 2025. "Can Chinese household consumption become more energy efficient? Analysis based on input–output and demand system models," Energy Economics, Elsevier, vol. 141(C).
    7. Zhao, Lei & Zhang, Manchao & Yang, Hao & Zhang, Haixia, 2025. "Elderly care and clean cooking energy use in rural households: A financially supported perspective," Energy, Elsevier, vol. 322(C).
    8. Xu, Hui & Wang, Xinpu & Zhang, Dawei, 2026. "Internet use propels cleaner cooking adoption and health gains in rural China," Energy Policy, Elsevier, vol. 210(C).
    9. Zhu, Huanyu & Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun, 2023. "Clean energy use and subjective and objective health outcomes in rural China," Energy Policy, Elsevier, vol. 183(C).
    10. Yixuan Zhang & Jin Wang, 2025. "How Does Income Inequality Affect Rural Households’ Transition to Clean Energy? A Study Based on the Internal Perspective of the Village," Sustainability, MDPI, vol. 17(14), pages 1-21, July.
    11. Guangshun Xu & Lin Feng & Wenzheng Wang & Qiaohui Liang, 2024. "Digital Financial Literacy and Rural Income Inequality," SAGE Open, , vol. 14(3), pages 21582440241, September.
    12. Huizhi Wu & Zhongxin Wu & Haitao Wu & Chang Tang & Zhenhua Zhang, 2025. "Policy intervention, digital village and micro modern energy use: evidence from the China Family Panel Studies (CFPS)," Economic Change and Restructuring, Springer, vol. 58(4), pages 1-28, August.
    13. Sharma, Krishan & Rahman, Nida, 2025. "Do cooking characteristics and household amenities matter for cooking fuel choice, clean fuel transition, and clean fuel consumption in India?," Energy Policy, Elsevier, vol. 198(C).
    14. Yan, Han, 2026. "A pathway towards energy transition: Urbanization and clean fuel adoption in Chinese homes," Energy Economics, Elsevier, vol. 154(C).
    15. Wenlu Yuan & Xiaoying Li & Collin Brehmer & Talia Sternbach & Xiang Zhang & Ellison Carter & Yuanxun Zhang & Guofeng Shen & Shu Tao & Jill Baumgartner & Sam Harper, 2025. "Effects of Outdoor and Household Air Pollution on Hand Grip Strength in a Longitudinal Study of Rural Beijing Adults," IJERPH, MDPI, vol. 22(8), pages 1-19, August.
    16. Zhang, Shaohua & Sang, Xiance & Yang, Wei & Luo, Xiaofeng, 2025. "Empowering household energy transition: The impact of digital economy on clean energy use in rural China," Energy, Elsevier, vol. 324(C).
    17. Yao, Min & Liu, Lei, 2025. "Does population aging aggravate energy poverty: An examination of clean cooking fuel choice in rural China," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 210-230.
    18. Xiaofang Dai & Zhenhua Zhang & Weiming Gan & Dongshou Fan, 2025. "Can Digital Economy Facilitate Household Clean Cooking Fuel Transition? Empirical Evidence from China," Sustainability, MDPI, vol. 17(1), pages 1-20, January.
    19. Koch, Steven F. & Nkuna, Blessings & Ye, Yuxiang, 2024. "Income elasticity of residential electricity consumption in rural South Africa," Energy Economics, Elsevier, vol. 131(C).
    20. Junpeng Li & Wanglin Ma, 2025. "Alleviating Multidimensional Energy Poverty and Energy Unaffordability in Rural Areas: The Role of Renting-Out Land," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 178(1), pages 465-497, May.
    21. Gu, Jiafeng, 2026. "New quality productive forces and rural China's clean cooking transition: A spatial analysis," Energy Policy, Elsevier, vol. 208(C).
    22. Khan, Zeeshan & Zhu, Xufeng & Chatti, Walid, 2025. "Environmental Poverty from the lens of sustainable development and financial inclusion: Evaluating the importance of energy productivity and clean energy electricity," Energy, Elsevier, vol. 318(C).
    23. Guta, Dawit & Zerriffi, Hisham & Baumgartner, Jill & Jain, Abhishek & Mani, Sunil & Jack, Darby & Carter, Ellison & Shen, Guofeng & Orgill-Meyer, Jennifer & Rosenthal, Joshua & Dickinson, Katherine & , 2024. "The impact of LPG consumption on cooking energy efficiency: Evidence from rural Indian household panel data," World Development Perspectives, Elsevier, vol. 36(C).
    24. Zheng, Hongyun & Ma, Wanglin & Rahut, Dil Bahadur, 2025. "Fuel choices for cooking and heating and gender empowerment: Implications for promoting gender equality and sustainable rural development," Energy Economics, Elsevier, vol. 141(C).
    25. Liu, Pihui & Han, Chuanfeng & Teng, Minmin, 2022. "Does clean cooking energy improve mental health? Evidence from China," Energy Policy, Elsevier, vol. 166(C).
    26. Ghosh, Samarpita & Sarkhel, Prasenjit, 2025. "Clean fuel use, Political representation and Forest cover: Evidence from Rural India," EconStor Preprints 320716, ZBW - Leibniz Information Centre for Economics.
    27. Li, Hui & Mu, Wenyu & Chen, Tianqi & Wu, Jingwen, 2024. "A social network perspective on household cooking fuel transition: Evidence from China," Energy Economics, Elsevier, vol. 131(C).
    28. Jiafeng Gu, 2024. "The Effects of Straw Burning Bans on the Use of Cooking Fuels in China," Energies, MDPI, vol. 17(24), pages 1-19, December.
    29. Ren, Junqiushi & Xiong, Deyin, 2023. "Do social assistance programs promote the use of clean cooking fuels? Evidence from China's new rural pension scheme," Energy Policy, Elsevier, vol. 182(C).
    30. Li, Yunwei & Chen, Kui & Ding, Ruixin & Zhang, Jing & Hao, Yu, 2023. "How do photovoltaic poverty alleviation projects relieve household energy poverty? Evidence from China," Energy Economics, Elsevier, vol. 118(C).
    31. Zheng, Linyi, 2023. "Impact of off-farm employment on cooking fuel choices: Implications for rural-urban transformation in advancing sustainable energy transformation," Energy Economics, Elsevier, vol. 118(C).
    32. Wang, Xiqian & Bian, Yong & Zhang, Qin, 2023. "The effect of cooking fuel choice on the elderly’s well-being: Evidence from two non-parametric methods," Energy Economics, Elsevier, vol. 125(C).
    33. Zhu, Xiaodong & Zhu, Zheng & Zhu, Bangzhu & Wang, Ping, 2022. "The determinants of energy choice for household cooking in China," Energy, Elsevier, vol. 260(C).
    34. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun, 2022. "Cooking fuel choices and subjective well-being in rural China: Implications for a complete energy transition," Energy Policy, Elsevier, vol. 165(C).

  12. Wanglin Ma & Hongyun Zheng & Peng Yuan, 2022. "Impacts of cooperative membership on banana yield and risk exposure: Insights from China," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(2), pages 564-579, June.

    Cited by:

    1. Hongyun Zheng & Puneet Vatsa & Wanglin Ma & Dil Bahadur Rahut, 2023. "Does agricultural cooperative membership influence off‐farm work decisions of farm couples?," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 831-855, September.
    2. Nguyen, Trung Thanh & Do, Manh Hung & Rahut, Dil & Nguyen, Viet Hung & Chhay, Panharoth, 2023. "The impact of internet use on the performance of agricultural cooperatives in Vietnam," MPRA Paper 117274, University Library of Munich, Germany.
    3. Kassoum Ayouba & Chloé Duvivier & Claire Bussière, 2025. "Does agricultural cooperative membership improve farm productive performance? A meta‐regression analysis," Agricultural Economics, International Association of Agricultural Economists, vol. 56(1), pages 45-72, January.
    4. Xinyi Li & Junichi Ito, 2025. "Multiple roles of agricultural cooperatives in improving farm technical efficiency: A case study of rural Gansu, China," Agribusiness, John Wiley & Sons, Ltd., vol. 41(2), pages 424-444, April.
    5. Hill, Daniel & Gregg, Daniel & Baker, Derek, 2025. "Trading off inclusion, value, and scale within smallholder targeted value chains," World Development, Elsevier, vol. 191(C).
    6. Trung Thanh Nguyen & Manh Hung Do & Dil B. Rahut & Viet Hung Nguyen & Panharoth Chhay, 2023. "Female leadership, internet use, and performance of agricultural cooperatives in Vietnam," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 877-903, September.
    7. Xiance Sang & Wanglin Ma & Aya Suzuki & Hepei Zhang, 2026. "Access to Credit and Mechanisation Service Expenditure: An Analysis Considering Access, Sources, Purposes and Amounts of Credit," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 70(1), pages 112-131, January.
    8. Genhong Liang & Zhuo Zhang & Peirong Wu & Zhijie Zhang & Xiwu Shao, 2024. "Analysis of Business Risk Measurement and Factors Influencing Plantation-Based Farming Cooperatives: Evidence from Guizhou Province, China," Sustainability, MDPI, vol. 16(5), pages 1-21, March.
    9. Maureen Lupunga Malesu & Pavel Syrovátka & Sylvester William Chisale, 2025. "Prioritizing Critical Success Factors for Smallholder Maize Farmers in Zambia: A Pathway to Sustainable Food Security and Rural Development," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(S1), pages 1038-1058, November.
    10. Olha Aleksandrova & Štefan Bojnec, 2025. "Impact of the adoption of chemical inputs on crop yield downside risk," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 71(10), pages 527-536.
    11. Gokul P. Paudel & Jordan Chamberlin & Trung Thanh Nguyen, 2025. "Productivity and Welfare Impacts of Sustainable Intensification in Rice‐Wheat Crop Rotations: Evidence From the Eastern Indo‐Gangetic Plains," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(4), pages 892-910, October.
    12. Hery Toiba & Moh Shadiqur Rahman & Rachman Hartono & Dwi Retnoningsih, 2024. "Improving dairy farmers’ welfare in Indonesia: Does cooperative membership matter?," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(4), pages 1003-1019, December.
    13. Abebayehu Girma Geffersa, 2024. "Does cooperative membership enhance inorganic fertilizer use intensity? Panel data evidence from maize farmers in Ethiopia," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(2), pages 327-361, June.
    14. Sayed Alim Samim & Xiangzheng Deng & Zhihui Li, 2024. "Climate-smart agricultural practices- determinants and impact on crop production. New insights from Afghanistan," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(8), pages 1-31, December.
    15. Wanglin Ma & Hongyun Zheng & Amaka Nnaji, 2023. "Cooperative membership and adoption of green pest control practices: Insights from rice farmers," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 67(3), pages 459-479, July.
    16. Mercy Nyambura Mburu & John Mburu & Rose Nyikal & Amin Mugera & Asaah Ndambi, 2024. "Assessment of socio-economic determinants and impacts of climate-smart feeding practices in the Kenyan dairy sector," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(5), pages 1-25, June.
    17. Shangao Wang & Gershom Endelani Mwalupaso & Xianhui Geng & Emmanuel Kiprop & Jotham Bett & Dancun Kibiwott Kimwei, 2026. "Nexus of agricultural informatisation and sustainable practices: Food security implications for drought-affected maize farmers in Zambia," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 72(2), pages 101-119.
    18. Wanglin Ma & Sanghyun Hong & W. Robert Reed & Jianhua Duan & Phong Quoc Luu, 2022. "Yield Effects of Agricultural Cooperative Membership in Developing Countries: A Meta-Analysis," Working Papers in Economics 22/15, University of Canterbury, Department of Economics and Finance.
    19. An Thi Thuy Duong, 2025. "Unveiling the role of government support: Empirical studies on the performance of cooperatives in Vietnam," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 96(3), pages 455-486, September.
    20. Chen, Chen & Gan, Christopher & Li, Junpeng & Lu, Yao & Rahut, Dil, 2023. "Linking farmers to markets: Does cooperative membership facilitate e-commerce adoption and income growth in rural China?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1155-1170.
    21. Qingzhi Sun & Guanyi Yin & Wei Wei & Zhan Zhang & Guanghao Li & Shenghao Zhu, 2024. "Social Network Analysis of Farmers after the Private Cooperatives’ “Intervention” in a Rural Area of China—A Case Study of the XiangX Cooperative in Shandong Province," Agriculture, MDPI, vol. 14(5), pages 1-22, April.
    22. Juanjuan Cheng & Qian Wang & Huanmin Zhang & Toyohiko Matsubara & Naoki Yoshikawa & Jin Yu, 2022. "Does Farm Size Expansion Improve the Agricultural Environment? Evidence from Apple Farmers in China," Agriculture, MDPI, vol. 12(11), pages 1-23, October.
    23. Nicola Francesconi & Justin Miteng & Fleur Wouterse, 2025. "The indispensable function of agricultural cooperatives in South Sudan," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 96(1), pages 43-64, March.

  13. Hongyun Zheng & Wanglin Ma, 2022. "Scan the QR Code of Happiness: Can Mobile Payment Adoption Make People Happier?," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(4), pages 2299-2310, August.

    Cited by:

    1. Yan Li, 2023. "Motherhood Dilemma and Gendered Well-being among Chinese Couples," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(6), pages 3169-3198, December.
    2. Sahoo, Dukhabandhu & Mohanty, Pritisudha & Mishra, Surbhi & Behera, Manash & Mohapatra, Souryabrata, 2024. "Does climate-smart agriculture technology improve the subjective well-being of farmers? Evidence from micro-level data," MPRA Paper 123955, University Library of Munich, Germany.
    3. Yang, Wei & Vatsa, Puneet & Ma, Wanglin & Zheng, Hongyun, 2023. "Does mobile payment adoption really increase online shopping expenditure in China: A gender-differential analysis," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 99-110.
    4. Mohamed, Abdinur Ali, 2023. "The influence of the mobile money payment on the performance of small and medium enterprises in Somalia," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    5. Chunkai Zhao & Xing Li & Jianfeng Yan, 2024. "The effect of digital finance on Residents' happiness: the case of mobile payments in China," Electronic Commerce Research, Springer, vol. 24(1), pages 69-104, March.
    6. Quan He & Wanglin Ma & Puneet Vatsa & Hongyun Zheng, 2024. "Impact of mobile payment adoption on household expenditures and subjective well‐being," Review of Development Economics, Wiley Blackwell, vol. 28(1), pages 264-285, February.
    7. Lv Yan & Tang Tao & Sana Ullah, 2023. "Internet financial services, environmental technology, and happiness: Implications for sustainable development," PLOS ONE, Public Library of Science, vol. 18(11), pages 1-14, November.
    8. Chen, Chen & Gan, Christopher & Li, Junpeng & Lu, Yao & Rahut, Dil, 2023. "Linking farmers to markets: Does cooperative membership facilitate e-commerce adoption and income growth in rural China?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1155-1170.
    9. Junpeng Li & Puneet Vatsa & Wanglin Ma & Phong Quoc Luu, 2025. "Promoting sustainable agri‐food production to achieve food and nutrition security: The role of soil conservation practices," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(1), pages 59-79, January.
    10. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun, 2022. "Cooking fuel choices and subjective well-being in rural China: Implications for a complete energy transition," Energy Policy, Elsevier, vol. 165(C).

  14. Qing Xu & Wanglin Ma & Fang Wang & Qing Yang & Jin Liu, 2022. "Social pensions and risky financial asset holding in China," Applied Economics, Taylor & Francis Journals, vol. 54(29), pages 3412-3425, June.

    Cited by:

    1. Debasis Rooj & Reshmi Sengupta, 2025. "Contributory pension scheme and formal retirement savings: is there a trade-off? -evidence from India’s Atal Pension Yojna using copula regression methodology," Review of Economics of the Household, Springer, vol. 23(1), pages 225-244, March.
    2. Gu, Yao & Zhu, Xingui, 2024. "Homeownership and household risky asset holdings: Moderating role of social security and the mediating role of subjective well-being," Finance Research Letters, Elsevier, vol. 66(C).
    3. Li, Jingrong & Mi, Xinyu & Zhang, Chenlei & Qin, Yanran, 2024. "Social pension insurance and household risky asset investment: Evidence from China," The Quarterly Review of Economics and Finance, Elsevier, vol. 95(C), pages 219-233.

  15. Chang, Qing & Ma, Wanglin & Vatsa, Puneet & Li, Jian, 2022. "Has the Targeted Poverty Alleviation program improved household welfare in rural China?," Journal of Policy Modeling, Elsevier, vol. 44(5), pages 1041-1056.

    Cited by:

    1. Zhu, Huanyu & Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun, 2023. "Clean energy use and subjective and objective health outcomes in rural China," Energy Policy, Elsevier, vol. 183(C).
    2. Khrystyna Huk & Ayaz Zeynalov, 2022. "Regional Disparities and Economic Growth in Ukraine," Papers 2211.05666, arXiv.org, revised Nov 2022.
    3. Li, Junpeng & Ma, Wanglin & Gong, Binlei, 2023. "Market participation and subjective well-being of maize farmers," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 941-960.
    4. Gao, Jing & Zeng, Yiwu & Liu, Min, 2024. "Policy interventions and market innovation in rural China: Empirical evidence from Taobao villages," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1411-1429.
    5. Lisa Hoeschle & Shuang Liu & Xiaohua Yu, 2025. "Let the Poor Talk About “Poverty”: Revisiting Poverty Alleviation in Rural China With Machine Learning," Poverty & Public Policy, John Wiley & Sons, vol. 17(2), June.
    6. Xiang Li & Xiaoqin Guo, 2023. "Can Policy Promote Agricultural Service Outsourcing? Quasi-Natural Experimental Evidence from China," Sustainability, MDPI, vol. 15(2), pages 1-18, January.
    7. Junpeng Li & Puneet Vatsa & Wanglin Ma, 2024. "Flush toilet use and its impact on health and non‐health expenditures," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(4), pages 2022-2046, May.
    8. Gao, Yi & Yang, Jing & Zhao, Jingzhu & Peng, Haorong, 2025. "Impact of developmental social policy on household welfare: Evidence from China’s comprehensive demonstration policy for e-commerce in rural areas," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 1820-1838.
    9. Xuechao Li & Yaxuan Luo & Huijuan Wang, 2023. "Effects of Targeted Poverty Alleviation on the Sustainable Livelihood of Poor Farmers," Sustainability, MDPI, vol. 15(7), pages 1-21, April.
    10. Deng, Nana & Wang, Bo & Wang, Zhaohua, 2023. "Does targeted poverty alleviation improve households’ adaptation to hot weathers: Evidence from electricity consumption of poor households," Energy Policy, Elsevier, vol. 183(C).
    11. Quan He & Wanglin Ma & Puneet Vatsa & Hongyun Zheng, 2024. "Impact of mobile payment adoption on household expenditures and subjective well‐being," Review of Development Economics, Wiley Blackwell, vol. 28(1), pages 264-285, February.
    12. Ding, Chante Jian & Zhao, Mu & Wang, Jiaxin & Shao, David Xuefeng & Miah, Shah J. & Yue, Lin, 2024. "Social robots in the context of corporate participation in rural revitalization: A binary legitimacy perspective," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    13. Chen Chen & Xiao Zhang & Yanlu Shi & Xue Yao & Liqun Wang, 2024. "Impact of the Expiration of the SLCP Subsidy on Farmers’ Income and Subjective Well-Being: Evidence from Hebei Province, China," Journal of Happiness Studies, Springer, vol. 25(1), pages 1-24, February.
    14. Shiyu Yan & Jiao Wang & Zhineng Hu, 2023. "Assessment of the effects of targeted poverty alleviation policy on differently poverty‐stricken households: A multi‐propensity score weighting model," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1792-1833, August.
    15. Yuan, Chaoqing & Ding, Tianli & Wu, Bin, 2024. "Targetedness, effectiveness, and sustainability of China's photovoltaic poverty alleviation programmes," Energy, Elsevier, vol. 300(C).

  16. Nnaji, Amaka & Ma, Wanglin & Ratna, Nazmun & Renwick, Alan, 2022. "Farmer-herder conflicts and food insecurity: Evidence from rural Nigeria," Agricultural and Resource Economics Review, Cambridge University Press, vol. 51(2), pages 391-421, August.

    Cited by:

    1. Olanrewaju, Opeyemi & Bamiwuye, Temilolu & Omotayo, Abiodun Olusola, 2025. "Impact of conflict shocks on land rental market dynamics: Panel evidence from Nigeria," Land Use Policy, Elsevier, vol. 158(C).
    2. Vatsa, Puneet & Ma, Wanglin & Zheng, Hongyun & Li, Junpeng, 2023. "Climate-smart agricultural practices for promoting sustainable agrifood production: Yield impacts and implications for food security," Food Policy, Elsevier, vol. 121(C).
    3. Ezebuihe, Jessy Amarachi & Parlasca, Martin, 2026. "Off-farm Employment and Food Insecurity During Rising Food Prices," 100th Annual Conference, March 23-25, 2026, Wadham College, University of Oxford, Oxford, UK 397903, Agricultural Economics Society (AES).
    4. Fadare, Olusegun & Srinivasan, Chittur & Zanello, Giacomo, 2024. "Livestock diversification mitigates the impact of farmer-herder conflicts on animal-source foods consumption in Nigeria," Food Policy, Elsevier, vol. 122(C).
    5. Demirgüç-Kunt, Asli & Lokshin, Michael & Torre, Iván, 2024. "Protect incomes or protect jobs? The role of social policies in post-pandemic recovery," World Development, Elsevier, vol. 182(C).
    6. Hufschmidt, Patrick & Ume, Chukwuma Otum, 2023. "Conflicts and political intervention: Evidence from the anti-open grazing laws in Nigeria," Ruhr Economic Papers 1009, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    7. Ajogbeje, Korede & Sylwester, Kevin, 2024. "How conflict affects education: Differences between Boko Haram and Farmer-Herder conflicts in Nigeria," World Development, Elsevier, vol. 177(C).
    8. Asante, Bright Owusu & Ankrah, Daniel Adu & Akutinga, Solomon, 2025. "Does the choice of multiple agricultural labour packages influence farm productivity and food (in)-security? Evidence from lowland rice farmers in southern Ghana," Land Use Policy, Elsevier, vol. 158(C).
    9. Omotayo, Abiodun Olusola & Adeoye, Adelayo & Omotoso, Abeeb Babatunde & Ogunniyi, Adebayo Isaiah, 2025. "Impact of conflicts on agricultural crop investment in rural areas: Policy insight from a nationally representative survey dataset," Land Use Policy, Elsevier, vol. 159(C).
    10. Marta Parigi, 2024. "The effect of violent conflict on calorie consumption and dietary quality in Iraq," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(1), pages 341-361, February.

  17. Wanglin Ma & Christopher Gan & Puneet Vatsa & Wei Yang & Hongyun Zheng, 2022. "Factors affecting online shopping frequency: lessons from New Zealand," SN Business & Economics, Springer, vol. 2(6), pages 1-10, June.

    Cited by:

    1. Amita Venkatesh & P. Aruna, 2025. "Decoding millennial’s online apparel shopping: the role of e-commerce experience as a mediator and income as a moderator," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 52(1), pages 55-81, March.
    2. Wanglin Ma & Puneet Vatsa & Hongyun Zheng & Yanzhi Guo, 2022. "Does online food shopping boost dietary diversity? Application of an endogenous switching model with a count outcome variable," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-19, December.

  18. Edinam Dope Setsoafia & Wanglin Ma & Alan Renwick, 2022. "Effects of sustainable agricultural practices on farm income and food security in northern Ghana," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-15, December.

    Cited by:

    1. Cintya Ojeda & Jhoana P. Romero-Leiton & Mónica Jhoana Mesa & Juan Zapata & Alvaro Ceballos & Solanyi Ordoñez & Ivan Felipe Benavides, 2024. "Economic Dynamics as the Main Limitation for Agricultural Sustainability in a Colombian Indigenous Community," Sustainability, MDPI, vol. 16(19), pages 1-18, October.
    2. Million Sileshi & Bekele Wegi Feyisa & Shibire Bekele Eshetu & Reuben M.J. Kadigi & Khamaldin Mutabazi & Stefan Sieber, 2024. "Impact of Integrated Soil Fertility Management Practices on the Welfare of Smallholder Farmers in Ethiopia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 16(6), pages 1445-1457, December.
    3. Rodica Siminiuc & Dinu Țurcanu & Sergiu Siminiuc & Anna Vîrlan, 2025. "Integration of Nutritional and Sustainability Metrics in Food Security Assessment: A Scoping Review," Sustainability, MDPI, vol. 17(7), pages 1-24, March.
    4. Rashid Latief & Lei Zhang, 2024. "Nexus between government agricultural expenditures and agricultural credit: The role of sustainable agricultural growth and sustainable agricultural income," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(4), pages 3344-3355, August.
    5. Dimitrios Kalfas & Stavros Kalogiannidis & Olympia Papaevangelou & Katerina Melfou & Fotios Chatzitheodoridis, 2024. "Integration of Technology in Agricultural Practices towards Agricultural Sustainability: A Case Study of Greece," Sustainability, MDPI, vol. 16(7), pages 1-24, March.
    6. Balikisu Osman, 2023. "Climate and Food Insecurity Risks: Identifying Exposure and Vulnerabilities in the Post-Food Production System of Northern Ghana," Land, MDPI, vol. 12(11), pages 1-19, November.
    7. Shahzad Khan & Ghulam Sadiq Afridi & Arif Alam & Sher Khan, 2025. "Effects of Sustainable Agricultural Practices on Income and Environmental Sustainability of Small Farm Households in Rural Pakistan," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(3), pages 12862-12882, September.
    8. Mahlako Nthabeleng Mokgomo & Clarietta Chagwiza & Phathutshedzo Fancy Tshilowa, 2022. "The Impact of Government Agricultural Development Support on Agricultural Income, Production and Food Security of Beneficiary Small-Scale Farmers in South Africa," Agriculture, MDPI, vol. 12(11), pages 1-21, October.
    9. Mebratu Negera & Zeleke Agide Dejen & Dagmawi Melaku & Desalegn Tegegne & Muluken Elias Adamseged & Amare Haileslassie, 2025. "Agricultural Productivity of Solar Pump and Water Harvesting Irrigation Technologies and Their Impacts on Smallholder Farmers’ Income and Food Security: Evidence from Ethiopia," Sustainability, MDPI, vol. 17(4), pages 1-32, February.
    10. Boroushaki, Mahsa & Olsen, Tava Lennon & Zhou, Quan, 2025. "Green premiums or economic pitfalls? Unraveling the profitability puzzle of credence attributes in agricultural supply chains," International Journal of Production Economics, Elsevier, vol. 289(C).
    11. Zhang, Daojun & Yang, Wanjing & Kang, Dingrong & Zhang, Han, 2023. "Spatial-temporal characteristics and policy implication for non-grain production of cultivated land in Guanzhong Region," Land Use Policy, Elsevier, vol. 125(C).
    12. Ayla Amamou & Safa Chabouh & Lilia Sidhom & Alaeddine Zouari & Abdelkader Mami, 2025. "Agri-Food Supply Chain Sustainability Indicators from a Multi-Capital Perspective: A Systematic Review," Sustainability, MDPI, vol. 17(9), pages 1-34, May.
    13. Zheng, Hongyun & Ma, Wanglin & Rahut, Dil Bahadur, 2025. "Fuel choices for cooking and heating and gender empowerment: Implications for promoting gender equality and sustainable rural development," Energy Economics, Elsevier, vol. 141(C).
    14. Huang, Zumei & Su, Ke & Wang, Shumin, 2025. "The role of agricultural insurance in promoting farmers' green production behavior: The moderating effect of legal trust," Finance Research Letters, Elsevier, vol. 80(C).
    15. Jeric D. Valenzuela & Esmaira G. Gunsayan, 2026. "Social, Economic and Environmental Contributions of Agribusiness Extension Activities on Rural Communities," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 10(3), pages 4334-4356, March.
    16. Ma, Wanglin & Zheng, Hongyun & Boansi, David & Horlu, Godwin S.A.K. & Owusu, Victor, 2025. "Types of employment and well-being of rural residents: A multinomial endogenous switching regression application," Economic Modelling, Elsevier, vol. 147(C).
    17. Mishal Trevor Morepje & Isaac Azikiwe Agholor & Moses Zakhele Sithole & Lethu Inneth Mgwenya & Nomzamo Sharon Msweli & Variety Nkateko Thabane, 2024. "An Analysis of the Acceptance of Water Management Systems among Smallholder Farmers in Numbi, Mpumalanga Province, South Africa," Sustainability, MDPI, vol. 16(5), pages 1-18, February.
    18. Mebratu Negera & Tekie Alemu & Fitsum Hagos & Amare Haileslassie, 2025. "Impacts of climate-smart agricultural practices on farm households’ climate resilience and vulnerability in Bale-Eco Region, Ethiopia," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(1), pages 2187-2216, January.
    19. Ally Sithole & Oluwasogo David Olorunfemi, 2024. "Sustainable Agricultural Practices in Sub-Saharan Africa: A Review of Adoption Trends, Impacts, and Challenges Among Smallholder Farmers," Sustainability, MDPI, vol. 16(22), pages 1-22, November.
    20. Yuan Hu & Ziyang Zhou & Li Zhou & Caiming Liu, 2024. "Self-Owned or Outsourced? The Impact of Farm Machinery Adoption Decisions on Chinese Farm Households’ Operating Income," Agriculture, MDPI, vol. 14(11), pages 1-26, October.
    21. Bi, Afrin Zainab & KB, Umesh, 2024. "Assessing the sustainability of vegetable production in India," IAAE 2024 Conference, August 2-7, 2024, New Delhi, India 344307, International Association of Agricultural Economists (IAAE).
    22. Tomy Perdana & Diah Chaerani & Fernianda Rahayu Hermiatin & Audi Luqmanul Hakim Achmad & Ananda Fridayana, 2022. "Does an Alternative Local Food Network Contribute to Improving Sustainable Food Security?," Sustainability, MDPI, vol. 14(18), pages 1-17, September.
    23. Oliyad Sori Zenbaba & Mengistu Ketema & Moti Jaleta & Kedir Jemal, 2025. "Impact of wheat production technology packages adoption on smallholder farmers’ food security and income in Horo Guduru Wollega Zone, Ethiopia," Journal of Innovation and Entrepreneurship, Springer, vol. 14(1), pages 1-26, December.
    24. Nguyen Thi Thu Hien & Ho Thanh Tam & Koji Shimada & Hoang Ha Anh & Nguyen Van Cuong & Le Cong Tru, 2026. "Impact of Sustainable Agricultural Practices on Labor Use Among Rice Farmers in the Mekong Delta of Vietnam," Agribusiness, John Wiley & Sons, Ltd., vol. 42(2), pages 845-861, April.

  19. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun, 2022. "Cooking fuel choices and subjective well-being in rural China: Implications for a complete energy transition," Energy Policy, Elsevier, vol. 165(C).

    Cited by:

    1. Zhou, Mi & Wu, Heng & Huang, Li, 2026. "The graying and the energy-poor: How population aging deepens multidimensional energy poverty in rural China," Energy Policy, Elsevier, vol. 212(C).
    2. Li, Xinheng & Zhong, Yixuan & Fu, Tao, 2024. "Financial support from children and older household cooking energy use in rural China," Energy, Elsevier, vol. 313(C).
    3. Zhu, Huanyu & Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun, 2023. "Clean energy use and subjective and objective health outcomes in rural China," Energy Policy, Elsevier, vol. 183(C).
    4. Yan Li, 2023. "Motherhood Dilemma and Gendered Well-being among Chinese Couples," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(6), pages 3169-3198, December.
    5. Lei Zhuang & Siqian Wang, 2025. "Energy Transition Consumption, Climate Risk Regulation and Economic Well-Being of Rural Households," Sustainability, MDPI, vol. 17(16), pages 1-18, August.
    6. Luo, Yaping & Wu, Jianxian, 2024. "Before dinner: The health value of gaseous fuels," Energy Policy, Elsevier, vol. 185(C).
    7. Huang, Qiu & Lin, Silu & Guo, Yizhuo, 2024. "Can energy transition improve the quality of life for the population?–Empirical analysis of 30 provinces in China," Energy, Elsevier, vol. 313(C).
    8. Sahoo, Dukhabandhu & Mohanty, Pritisudha & Mishra, Surbhi & Behera, Manash & Mohapatra, Souryabrata, 2024. "Does climate-smart agriculture technology improve the subjective well-being of farmers? Evidence from micro-level data," MPRA Paper 123955, University Library of Munich, Germany.
    9. Nigel Scott & Jerome Nsengiyaremye & Jacob Fodio Todd & Jon Leary, 2023. "Cooking Fuel Choice and Wellbeing: A Global Perspective," Energies, MDPI, vol. 16(18), pages 1-22, September.
    10. Alnafrah, Ibrahim & Belyaeva, Zhanna, 2024. "The nonlinear road to happiness: Making sense of ESGD impacts on well-being," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 365-381.
    11. Sun, Shuyu & Tong, Kangkang, 2024. "Rural-urban inequality in energy use sufficiency and efficiency during a rapid urbanization period," Applied Energy, Elsevier, vol. 364(C).
    12. Yuying Liu & Rubin Chen & Yufan Chen & Tinglei Yu & Xinhong Fu, 2024. "Impact of the degree of agricultural green production technology adoption on income: evidence from Sichuan citrus growers," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-12, December.
    13. Li Liu & Jichuan Sheng, 2025. "Green Growth’s Unintended Burden: The Distributional and Well-Being Impacts of China’s Energy Transition," Energies, MDPI, vol. 18(20), pages 1-18, October.
    14. Zheng, Hongyun & Ma, Wanglin, 2025. "Decision-making in credit access and household welfare: A gender perspective," Economic Modelling, Elsevier, vol. 152(C).
    15. Zhou, Lingfang & He, Weijun & Kong, Yang & Zhang, Zhiqiu, 2025. "Climate change cognition and biodiversity conservation awareness facilitate household clean energy consumption: Evidence from a biodiversity hotspot," Renewable and Sustainable Energy Reviews, Elsevier, vol. 212(C).
    16. An, Xiaoxu & Dang, Niu & Zhang, Fazi & Li, Yinan & Xie, Yongshun & Wang, Qiang, 2025. "Decoding the synergies of sustainable development goals in household energy transitions: A global knowledge network analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 224(C).
    17. Guta, Dawit & Zerriffi, Hisham & Baumgartner, Jill & Jain, Abhishek & Mani, Sunil & Jack, Darby & Carter, Ellison & Shen, Guofeng & Orgill-Meyer, Jennifer & Rosenthal, Joshua & Dickinson, Katherine & , 2024. "The impact of LPG consumption on cooking energy efficiency: Evidence from rural Indian household panel data," World Development Perspectives, Elsevier, vol. 36(C).
    18. Lu, Hongwei & Li, Tingting & Li, Guojing & Luo, Qiyou & Gao, Mingjie, 2025. "Digital literacy and the rural cooking energy transition: Evidence from rural China," Energy Policy, Elsevier, vol. 198(C).
    19. Zheng, Linyi, 2023. "Impact of off-farm employment on cooking fuel choices: Implications for rural-urban transformation in advancing sustainable energy transformation," Energy Economics, Elsevier, vol. 118(C).
    20. Advani, Bhavya & Pradhan, Ashis Kumar & Mohindra, Vinita & Sreenu, Nenavath, 2024. "Demystifying the nexus between Forest cover and happiness: A study of global economies," Forest Policy and Economics, Elsevier, vol. 167(C).
    21. Wang, Xiqian & Bian, Yong & Zhang, Qin, 2023. "The effect of cooking fuel choice on the elderly’s well-being: Evidence from two non-parametric methods," Energy Economics, Elsevier, vol. 125(C).
    22. Pengyu Ren & Xiaoyi Liu & Fanghua Li & Dungang Zang, 2022. "Clean Household Energy Consumption and Residents’ Well-Being: Empirical Analysis and Mechanism Test," IJERPH, MDPI, vol. 19(21), pages 1-16, October.
    23. Subash Surendran Padmaja & Aditya Korekallu Srinivasa & Pooja Trivedi & Kondapi Srinivas, 2023. "Women self‐help groups and intra‐household decision‐making in agriculture," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 857-876, September.

  20. Wanglin Ma & Zhongkun Zhu & Xiaoshi Zhou, 2022. "Agricultural mechanization and cropland abandonment in rural China," Applied Economics Letters, Taylor & Francis Journals, vol. 29(6), pages 526-533, March.

    Cited by:

    1. Wang, Lulu & Lyu, Jie & Wang, Shanshan & Zhang, Junyan, 2025. "Unveiling the influence of agricultural mechanization on greenhouse gas emission intensity: Insights from China using causal machine learning model," Agricultural Systems, Elsevier, vol. 226(C).
    2. Ziqi Zhang & Jingyi Ding & Kuan Zhang & Xin Deng, 2025. "Impact of Aging on Farmland Abandonment: Evidence from Rural China," Land, MDPI, vol. 14(2), pages 1-27, February.
    3. Shengsheng Li & Xiaoyu Fan & Guoming Du, 2025. "Transition Through Collaboration: New Agricultural Business Entities Can Promote Crop Rotation Adoption in Heilongjiang, China," Land, MDPI, vol. 14(4), pages 1-17, April.
    4. Su, Min & Heerink, Nico & Oosterveer, Peter & Feng, Shuyi, 2025. "Land leasing-in, farm machinery, and pesticide use: A plot-analysis for Jiangsu Province, China," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 2470-2487.
    5. Tingting Huang & Bin Xiong, 2022. "Space Comparison of Agricultural Green Growth in Agricultural Modernization: Scale and Quality," Agriculture, MDPI, vol. 12(7), pages 1-17, July.
    6. Caihua Xu & Qian Wang & Shah Fahad & Masaru Kagatsume & Jin Yu, 2022. "Impact of Off-Farm Employment on Farmland Transfer: Insight on the Mediating Role of Agricultural Production Service Outsourcing," Agriculture, MDPI, vol. 12(10), pages 1-16, October.
    7. Yuhan Zhang & Xu Zhang & Wangyue Zhou & Jianfu Li & Zhenlin Weng & Xueping Gao, 2024. "The Impact of and Mechanism behind High-Standard Farmland Construction in Farmland Abandonment: A Moderated Mediating Analysis," Land, MDPI, vol. 13(6), pages 1-20, June.
    8. Zheng, Linyi, 2024. "Big hands holding small hands: The role of new agricultural operating entities in farmland abandonment," Food Policy, Elsevier, vol. 123(C).
    9. Song, Hengfei & Li, Xiubin & Xin, Liangjie & Wang, Xue, 2025. "Improving mechanization conditions or encouraging non-grain crop production? Strategies for mitigating farmland abandonment in China’s mountainous areas," Land Use Policy, Elsevier, vol. 149(C).
    10. Luo, Yongmin & Ding, Shenqi & Xiang, Fuzheng & Wang, Lujun, 2024. "Reducing farmland abandonment by raising women’s education levels: Evidence from China," Journal of Asian Economics, Elsevier, vol. 95(C).
    11. Zakia Batool & Qurat ul Ain & Abdul Rehman, 2024. "Exploring the effects of farm mechanization, financial development, and renewable energy on China’s food production," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(7), pages 18883-18902, July.
    12. Yin, Yuqing & Li, Xinlin & Yue, Yixin & Yan, Jiaxin & Yuan, Chengcheng & Liu, Liming, 2025. "Telecoupling China's rice production: features and causes," Land Use Policy, Elsevier, vol. 158(C).
    13. Nguyen Thi Thu Hien & Ho Thanh Tam & Koji Shimada & Hoang Ha Anh & Nguyen Van Cuong & Le Cong Tru, 2026. "Impact of Sustainable Agricultural Practices on Labor Use Among Rice Farmers in the Mekong Delta of Vietnam," Agribusiness, John Wiley & Sons, Ltd., vol. 42(2), pages 845-861, April.
    14. Yin, Guanqiu & You, Yuxuan & Han, Xiaoyan & Chen, Di, 2024. "The effect of agricultural scale management on farmers' income from a dual-scale perspective: Evidence from rural China," International Review of Economics & Finance, Elsevier, vol. 94(C).
    15. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun, 2022. "Cooking fuel choices and subjective well-being in rural China: Implications for a complete energy transition," Energy Policy, Elsevier, vol. 165(C).

  21. Hongzhou Pei & Wanglin Ma & Puneet Vatsa & Zhiyong Niu & Ruochen Jiang, 2022. "Economic Downturns and Leisure in China," Applied Economics, Taylor & Francis Journals, vol. 54(7), pages 807-820, February.

    Cited by:

    1. Hakjun Lee & Shik Heo, 2022. "Consumption Pattern Benefits of the Cultural Activities in South Korea," Sustainability, MDPI, vol. 15(1), pages 1-14, December.

  22. Wanglin Ma & Hongyun Zheng, 2022. "Heterogeneous impacts of information technology adoption on pesticide and fertiliser expenditures: Evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(1), pages 72-92, January.

    Cited by:

    1. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun & Rahut, Dil Bahadur, 2022. "Nonfarm employment and consumption diversification in rural China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 582-598.
    2. Qiubo Zhu & Mariska van der Voort & Guangcheng Ren & Junfei Bai, 2023. "Impact of information and communication technologies on fertilizer and pesticide use efficiency of China's grain production," Review of Development Economics, Wiley Blackwell, vol. 27(4), pages 2331-2356, November.
    3. Shanshan Li & Shengyang Sun & Chao Zhang, 2024. "Internet-Based Information Acquisition, Technical Knowledge and Farmers’ Pesticide Use: Evidence from Rice Production in China," Agriculture, MDPI, vol. 14(9), pages 1-14, August.
    4. Wenhao Song & Chunhui Ye, 2022. "Impact of the Cultivated-Land-Management Scale on Fertilizer Reduction—Empirical Evidence from the Countryside of China," Land, MDPI, vol. 11(8), pages 1-15, July.
    5. Hina Amber & Bezawit Beyene Chichaibelu, 2023. "Narrowing the gender digital divide in Pakistan: Mobile phone ownership and female labor force participation," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1354-1382, August.
    6. Feng Ye & Zhongna Yang & Mark Yu & Susan Watson & Ashley Lovell, 2023. "Can Market-Oriented Reform of Agricultural Subsidies Promote the Growth of Agricultural Green Total Factor Productivity? Empirical Evidence from Maize in China," Agriculture, MDPI, vol. 13(2), pages 1-20, January.
    7. Sanxia Du & Xiaofeng Luo & Lin Tang & Yanzhong Huang & Aqian Yan, 2025. "Does it matter who spreads and to which farmers? The influence of video extension on Chinese farmers’ green control technology adoption behavior," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(2), pages 4261-4283, February.
    8. Hongyun Zheng & Wanglin Ma & Junpeng Li & Julio Botero, 2023. "Relationship between Internet Use and Negative Affect," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(4), pages 1693-1713, August.
    9. Tadjiev, Abdusame & Kurbanov, Zafar & Djanibekov, Nodir & Govind, Ajit & Akramkhanov, Akmal, 2023. "Determinants and impact of farmers' participation in social media groups: Evidence from irrigated areas of Kazakhstan and Uzbekistan," IAMO Discussion Papers 201, Leibniz Institute of Agricultural Development in Transition Economies (IAMO).
    10. Chandio, Abbas Ali & Ozdemir, Dicle & Jiang, Yuansheng, 2023. "Modelling the impact of climate change and advanced agricultural technologies on grain output: Recent evidence from China," Ecological Modelling, Elsevier, vol. 485(C).
    11. Feng Ye & Shida Sun & Amar Razzaq & Qing Zhang, 2025. "Harvesting environmental sustainability—the fertilizer use efficiency gains of China’s high-standard farmland initiative," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-14, December.
    12. Junxia Zeng & Dengwang Li & Cuiping Ma & Bin Wang & Liangliang Gao, 2022. "The Impact of Different Uses of the Internet on Farmers′ Adoption of Soil Testing and Formulated Fertilization Technology in Rural China," IJERPH, MDPI, vol. 20(1), pages 1-14, December.
    13. Wanglin Ma & Hongyun Zheng & Amaka Nnaji, 2023. "Cooperative membership and adoption of green pest control practices: Insights from rice farmers," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 67(3), pages 459-479, July.
    14. Hu, Junzhe & Kuhn, Lena & Bobojonov, Ihtiyor & Babadjanova, Mashkhura & Sun, Zhanli, 2026. "Does the usage of online agricultural information reduce agrochemical expenses in China?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 25(6), pages 2255-2267.
    15. Cui, Yi & Zhao, Qiran & Glauben, Thomas & Si, Wei, 2024. "The impact of Internet access on household dietary quality: Evidence from rural China," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 23(2), pages 374-383.
    16. Min Liu & Pengfei Shi & Jinxia Wang & Huimin Wang & Jikun Huang, 2023. "Do farmers get a greater return from selling their agricultural products through e‐commerce?," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1481-1508, August.
    17. Nawab Khan & Ram L. Ray & Hazem S. Kassem & Farhat Ullah Khan & Muhammad Ihtisham & Shemei Zhang, 2022. "Does the Adoption of Mobile Internet Technology Promote Wheat Productivity? Evidence from Rural Farmers," Sustainability, MDPI, vol. 14(13), pages 1-15, June.
    18. Wanglin Ma & Huanguang Qiu & Dil Bahadur Rahut, 2023. "Rural development in the digital age: Does information and communication technology adoption contribute to credit access and income growth in rural China?," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1421-1444, August.
    19. Xiuling Ding & Apurbo Sarkar & Lipeng Li & Hua Li & Qian Lu, 2022. "Effects of Market Incentives and Livelihood Dependence on Farmers’ Multi-Stage Pesticide Application Behavior—A Case Study of Four Provinces in China," IJERPH, MDPI, vol. 19(15), pages 1-19, August.
    20. Cai, Rong & Zhao, Hairan & Ma, Jie, 2025. "Reducing fertilizer overuse via mechanized fertilization in China: Is outsourcing more effective?," China Economic Review, Elsevier, vol. 93(C).
    21. Sun, Shengyang & Zhang, Chao & Hu, Ruifa & Liu, Jian, 2023. "Do pesticide retailers’ recommendations aggravate pesticide overuse? Evidence from rural China," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 13(7), pages 1-1.
    22. Shengyang Sun & Chao Zhang & Ruifa Hu & Jian Liu, 2023. "Do Pesticide Retailers’ Recommendations Aggravate Pesticide Overuse? Evidence from Rural China," Agriculture, MDPI, vol. 13(7), pages 1-16, June.
    23. Wanglin Ma & Awal Abdul‐Rahaman & Gazali Issahaku, 2023. "Welfare implications of participating in agri‐value chains among vegetable farmers in Northern Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 793-811, July.

  23. Zhongkun Zhu & Wanglin Ma & Chenxin Leng, 2022. "ICT adoption and tourism consumption among rural residents in China," Tourism Economics, , vol. 28(6), pages 1669-1675, September.

    Cited by:

    1. Zhen Zhong & Yiming Zhang & Jian Zhang & Mingming Su, 2025. "How information and communication technologies contribute to rural tourism resilience: evidence from China," Electronic Commerce Research, Springer, vol. 25(6), pages 4559-4594, December.
    2. Di Lu & Hongxia Gao & Yonglian Wang & Peng Su, 2025. "How does network infrastructure construction affect household tourism expenditures? An empirical analysis from rural China," Tourism Economics, , vol. 31(2), pages 183-200, March.
    3. Xiaoli Lu & Jingmin Zhu & Meng Zhou & Yilu Zhang, 2025. "Is digital economy the driving force for improving the tourism economic resilience? Evidence from China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(12), pages 30249-30286, December.
    4. Dong, Lin & Li, Xin, 2025. "Empirical investigation of health insurance's stimulatory effects on household tourism expenditure through the dual lens of economic and psychological resources," Finance Research Letters, Elsevier, vol. 84(C).
    5. Lei Zhao & Qian Li & Jamie M Chen, 2025. "How does infrastructure investment boost tourism development? Evidence from China," Tourism Economics, , vol. 31(8), pages 1702-1725, December.
    6. Liping Fu & Jie Yang & Yongqing Dong & Tong Pei, 2025. "How does information and communication technology promote tourism development? Evidence from the e-commerce pilot city policy in China," Tourism Economics, , vol. 31(2), pages 332-358, March.

  24. Li, Xiaokang & Guo, Hongdong & Jin, Songqing & Ma, Wanglin & Zeng, Yiwu, 2021. "Do farmers gain internet dividends from E-commerce adoption? Evidence from China," Food Policy, Elsevier, vol. 101(C).

    Cited by:

    1. Hao, Hantao & Zheng, Linyi, 2024. "Does land expropriation to neighbors affect the enrollment of bystanders in pension programs?," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 576-588.
    2. Juan Lin & Han Li & Mingshui Lin & Chuhai Li, 2022. "Rural e‐commerce in China: Spatial dynamics of Taobao Villages development in Zhejiang Province," Growth and Change, Wiley Blackwell, vol. 53(3), pages 1082-1101, September.
    3. Hailan Qiu & Hanyun Deng & Miaomiao Lu & Lijing Luo & Xiaozhi Chen & Zhipeng Wang, 2025. "The Impact of Rural E-Commerce on Farmers’ Income Gap: Implications for Farmers’ Sustainable Development," Sustainability, MDPI, vol. 17(9), pages 1-23, April.
    4. Luo, Yaling & Zhou, Lei & Zhang, Weike, 2025. "Can e-commerce bring dividends to rural households? New evidence from the income inequality perspective," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 363-379.
    5. Liu, Shuang & Jin, Yanhong & Zheng, Fengtian, 2024. "Did product certification and e-commerce benefit agricultural producers in China?," Food Policy, Elsevier, vol. 127(C).
    6. Linyi Zheng & Lili Li & Songqing Jin, 2025. "Opening the Village Door: China's Agricultural E‐Commerce Facilitates the Transformation of Land Rental Markets," Agricultural Economics, International Association of Agricultural Economists, vol. 56(4), pages 622-636, July.
    7. Yixin Hu & Mansoor Ahmed Koondhar & Rong Kong, 2023. "From Traditional to Smart: Exploring the Effects of Smart Agriculture on Green Production Technology Diversity in Family Farms," Agriculture, MDPI, vol. 13(6), pages 1-19, June.
    8. Yunqiu Zhan & Shuwen Yang, 2024. "Does internet use improve employment?——Empirical evidence from China," PLOS ONE, Public Library of Science, vol. 19(4), pages 1-17, April.
    9. Yao Wang & Yuan Tian & Muhammad Nasrullah & Rui Zhang, 2025. "Does social capital influence farmers’ e-commerce entrepreneurship? China’s regional evidence," Electronic Commerce Research, Springer, vol. 25(5), pages 3397-3425, October.
    10. Chen Ji & Xiaodong Dong & Wen Lin, 2025. "The effects of e-commerce adoption on the financial performance of agri-food enterprises in China," Electronic Commerce Research, Springer, vol. 25(5), pages 3589-3607, October.
    11. Zhang, Yanyuan & Wu, Xintong & Cai, Rong, 2025. "The effects of rural e-commerce on income inequality: evidence from the National Rural E-Commerce Comprehensive Demonstration policy in China," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 221-234.
    12. Huang, Tianyu & Quan, Yiyue & Li, Nan, 2024. "Reallocate to the right place: The heterogeneous effect of internet use on factor allocation of rural households in China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1328-1346.
    13. Zhang, Hepei & Ma, Wanglin & Li, Junpeng & Yang, Wei, 2023. "Can citrus farmers earn more from selling online?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1549-1560.
    14. Ying Song & Junzhi Fu & Bowen Zhang & Liangliang Gao, 2025. "Evaluating state-driven e-commerce strategies for empowering disadvantaged rural entrepreneurs in China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-14, December.
    15. Yiwu Zeng & Baogang Li & Lili Li & Guojun Zhang, 2026. "The drivers and income effect of big data use by e-commerce farmers: evidence from China," Electronic Commerce Research, Springer, vol. 26(1), pages 833-862, February.
    16. Risti Permani, 2023. "Do online agri-food sellers contribute to food security in Indonesia? A PCA-based composite index and a Tobit approach," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 15(6), pages 1541-1561, December.
    17. Shen, Zhiyang & Wang, Songkai & Boussemart, Jean-Philippe & Hao, Yu, 2022. "Digital transition and green growth in Chinese agriculture," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    18. Nawab Khan & Ram L. Ray & Hazem S. Kassem & Muhammad Ihtisham & Badar Naseem Siddiqui & Shemei Zhang, 2022. "Can Cooperative Supports and Adoption of Improved Technologies Help Increase Agricultural Income? Evidence from a Recent Study," Land, MDPI, vol. 11(3), pages 1-18, March.
    19. Yiwu Zeng & Lili Li & Baogang Li & Huanxin Gong & Guojun Zhang, 2025. "Impact of Big Data Products on the Entrepreneurial Performance of E-Commerce Farmers: Evidence from China," SAGE Open, , vol. 15(2), pages 21582440251, June.
    20. Wang, Lei & Sun, Yongming, 2025. "Digital dividends? Rural E-commerce policy and urban-rural income disparity in China," Telecommunications Policy, Elsevier, vol. 49(10).
    21. Wang, Juan, 2025. "Can digital literacy improve income mobility? Evidence from China," Telecommunications Policy, Elsevier, vol. 49(6).
    22. Yi‐Feng Zhang & Shi‐Ou Liao, 2025. "The Impact of Digital Economy on Farmers' Environmental Governance Participation: A Mechanism Analysis Based on Chinese Rural Survey Data," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(4), pages 855-873, October.
    23. Cao, Andi & Su, Mengying & Li, Houjian, 2024. "Digitizing the green revolution: E-commerce as a catalyst for clean energy transition in rural China," Energy Economics, Elsevier, vol. 137(C).
    24. Zhang, Cheng & Nie, Kunxi & Zhu, Yueji, 2024. "Participation in land rental and labor markets and agricultural economic performance of banana farmers in China," Land Use Policy, Elsevier, vol. 146(C).
    25. Bufan Wang & Pingyang Liu & Aixi Han, 2025. "Can E‐commerce development improve farmers' incomes? Evidence from prefecture‐level data and the spatial difference‐in‐difference approach," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(2), pages 344-368, April.
    26. Yu, Aizhi & Cao, Jingsheng & She, Huiling & Li, Jian, 2023. "Unveiling the impact of E-commerce on smallholder livestock marketing: Insights on egg price premiums and mechanisms," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1582-1596.
    27. Liu, Sheng & Wei, Xiahai & Du, Yuhong, 2025. "Can rural digital economy mitigate local population outflow: Evidence from China," Journal of Asian Economics, Elsevier, vol. 99(C).
    28. Hu, Jiangfeng & Xie, Wancheng & Liu, Min, 2025. "How does digital village alleviate rural household energy poverty?," Energy, Elsevier, vol. 318(C).
    29. Huang, Zengjian & Wang, Leyi & Meng, Jing, 2024. "Does rural e-commerce improve the economic resilience of family farms?," International Review of Economics & Finance, Elsevier, vol. 95(C).
    30. Tang, Jianjun & Gong, Jiaowei & Ma, Wanglin & Rahut, Dil Bahadur, 2022. "Narrowing urban–rural income gap in China: The role of the targeted poverty alleviation program," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 74-90.
    31. Shanxin Tao & Qin Wang & Tingting Zhu, 2025. "The Role of E-Commerce in Promoting Sustainable Local Employment in Rural Areas: Evidence from China," Sustainability, MDPI, vol. 17(12), pages 1-23, June.
    32. Zhong, Xiaoping & Wang, Jingjing & Yu, Xiaohua, . "Internet celebrities, public opinions and food system change in China: a new conceptual framework," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 26(3).
    33. Xiankai Lei & Dongmei Yang, 2024. "An analysis of the impact of digital technology adoption on the income of high quality farmers in production and operating," PLOS ONE, Public Library of Science, vol. 19(9), pages 1-16, September.
    34. Yu Shuai & Wenjing Li & Fubin Huang, 2025. "The impact of internet use on the well-being of rural residents: evidence from formerly impoverished areas in China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-11, December.
    35. Qiuyun, Li & Xie, Mingjia & Tang, Yuehuan, 2025. "Do the E-commerce-induced business clusters increase the income of local rural households?," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 1510-1526.
    36. Yue Li & Yingzhi Xu, 2026. "How China's agribusiness achieves reciprocal symbiosis with farmers? A comparative analysis of the investment sector," Agribusiness, John Wiley & Sons, Ltd., vol. 42(1), pages 400-421, January.
    37. Gao, Yi & Yang, Jing & Zhao, Jingzhu & Peng, Haorong, 2025. "Impact of developmental social policy on household welfare: Evidence from China’s comprehensive demonstration policy for e-commerce in rural areas," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 1820-1838.
    38. Yafei Cui & Lili Li & Yiwu Zeng & Hengyi Zhang & Baogang Li, 2025. "Big data products and income inequality of e-commerce farmers: evidence from China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-17, December.
    39. Pham, Thi Trang & Wong, Pui Hang, 2025. "Internet Access and Youth’s Mental Health and Well-being," MERIT Working Papers 2025-007, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    40. Ren, Zhong & Shahbaz, Muhammad & Zhong, Kaiyang, 2025. "Social networks, Internet use, and farmers' participation in clean heating," Energy, Elsevier, vol. 320(C).
    41. Wang, Xiuyuan & Shen, Lei & Liu, Tingting & Wei, Wenwen & Zhang, Shuai & Tuerti, Tayir & Li, Luhua & Zhang, Wei, 2023. "Juvenile plumcot tree can improve fruit quality and economic benefits by intercropping with alfalfa in semi-arid areas," Agricultural Systems, Elsevier, vol. 205(C).
    42. Chang, Qing & Ma, Wanglin & Vatsa, Puneet & Li, Jian, 2022. "Has the Targeted Poverty Alleviation program improved household welfare in rural China?," Journal of Policy Modeling, Elsevier, vol. 44(5), pages 1041-1056.
    43. Wang, Yahui & Yang, Aoxi & Li, Yuanqing & Yang, Qingyuan, 2023. "Effect of e-commerce popularization on farmland abandonment in rural China: Evidence from a large-scale household survey," Land Use Policy, Elsevier, vol. 135(C).
    44. Zheng, Hongyun & Ma, Wanglin & Wang, Fang & Li, Gucheng, 2021. "Does internet use improve technical efficiency of banana production in China? Evidence from a selectivity-corrected analysis," Food Policy, Elsevier, vol. 102(C).
    45. Jin, Yu & Zhou, Jiehong & Ye, Juntao, 2023. "Value of certification in collective reputation crises: Evidence from Chinese dairy firms," Food Policy, Elsevier, vol. 121(C).
    46. Huang, Jikun & Su, Lanlan & Huang, Qiwang & Liu, Xinyu, 2021. "Facilitating Inclusive ICT Application and e-Commerce Development in Rural China," 2021 Conference, August 17-31, 2021, Virtual 315053, International Association of Agricultural Economists.
    47. Chen, Chen & Gan, Christopher & Li, Junpeng & Lu, Yao & Rahut, Dil, 2023. "Linking farmers to markets: Does cooperative membership facilitate e-commerce adoption and income growth in rural China?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1155-1170.
    48. Yitian Ren, 2023. "Rural China Staggering towards the Digital Era: Evolution and Restructuring," Land, MDPI, vol. 12(7), pages 1-25, July.
    49. Xiaojing Li & Apurbo Sarkar & Xianli Xia & Waqar Hussain Memon, 2021. "Village Environment, Capital Endowment, and Farmers’ Participation in E-Commerce Sales Behavior: A Demand Observable Bivariate Probit Model Approach," Agriculture, MDPI, vol. 11(9), pages 1-20, September.

  25. Zheng, Hongyun & Ma, Wanglin & Wang, Fang & Li, Gucheng, 2021. "Does internet use improve technical efficiency of banana production in China? Evidence from a selectivity-corrected analysis," Food Policy, Elsevier, vol. 102(C).

    Cited by:

    1. Yan, Aqian & Luo, Xiaofeng & Zhang, Junbiao & Tang, Lin, 2024. "Does internet use promote clean energy use for cooking by women-headed rural households in China?," Utilities Policy, Elsevier, vol. 86(C).
    2. Xiaohui Li & Hang Xiong & Jinghui Hao & Gucheng Li, 2024. "Impacts of internet access and use on grain productivity: evidence from Central China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-9, December.
    3. Tianzhi Gao & Qian Lu & Yiping Zhang & Hui Feng, 2024. "Does Farmers’ Cognition Enhance Their Enthusiasm for Adopting Sustainable Digital Agricultural Extension Services? Evidence from Rural China," Sustainability, MDPI, vol. 16(10), pages 1-17, May.
    4. Toba Stephen Olasehinde & Zhongan Wu & Siyu Yue & Fangbin Qiao & Yubing Fan, 2026. "Does Payment for Ecosystem Services Improve Technical Efficiency of Forage Production? Evidence From China's Grassland Ecological Compensation Policy," Agricultural Economics, International Association of Agricultural Economists, vol. 57(1), January.
    5. Yunqiu Zhan & Shuwen Yang, 2024. "Does internet use improve employment?——Empirical evidence from China," PLOS ONE, Public Library of Science, vol. 19(4), pages 1-17, April.
    6. Yangqi Fu & Yuchun Zhu, 2023. "Internet use and technical efficiency of grain production in China: a bias-corrected stochastic frontier model," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
    7. Zhang, Hepei & Ma, Wanglin & Li, Junpeng & Yang, Wei, 2023. "Can citrus farmers earn more from selling online?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1549-1560.
    8. Xiaoheng Zhang & Wanglin Ma & Puneet Vatsa & Shijie Jiang, 2023. "Short supply chain, technical efficiency, and technological change: Insights from cucumber production," Agribusiness, John Wiley & Sons, Ltd., vol. 39(2), pages 371-386, March.
    9. Shen, Zhiyang & Wang, Songkai & Boussemart, Jean-Philippe & Hao, Yu, 2022. "Digital transition and green growth in Chinese agriculture," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    10. Shilei Qiao & Jiyao Liu & Tao Xu & Desheng Zhang, 2025. "Livelihood Capital, Speculative Preferences, and Natural Rubber Farmers’ Participation in Cooperatives," Agriculture, MDPI, vol. 15(5), pages 1-18, March.
    11. Neubauer, Florian & Songsermsawas, Tisorn & Kámiche-Zegarra, Joanna & Bravo-Ureta, Boris E., 2022. "Technical efficiency and technological gaps correcting for selectivity bias: Insights from a value chain project in Nepal," Food Policy, Elsevier, vol. 112(C).
    12. Ming Chang & Jing Liu & Hongxu Shi & Tianfeng Guo, 2022. "The Effect of Off-Farm Employment on Agricultural Production Efficiency: Micro Evidence in China," Sustainability, MDPI, vol. 14(6), pages 1-12, March.
    13. Shanshan Li & Shengyang Sun & Chao Zhang, 2024. "Internet-Based Information Acquisition, Technical Knowledge and Farmers’ Pesticide Use: Evidence from Rice Production in China," Agriculture, MDPI, vol. 14(9), pages 1-14, August.
    14. Awal Abdul‐Rahaman & Gazali Issahaku & Wanglin Ma, 2023. "Agrifood system participation and production efficiency among smallholder vegetable farmers in Northern Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 812-835, July.
    15. Zhang, Cheng & Nie, Kunxi & Zhu, Yueji, 2024. "Participation in land rental and labor markets and agricultural economic performance of banana farmers in China," Land Use Policy, Elsevier, vol. 146(C).
    16. Zhiqi Sun & Ruifa Hu & Yu Hong, 2022. "Does yield gap still matter? Evidence from rice production in China," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 14(3), pages 829-840, June.
    17. Wanglin Ma & Hongyun Zheng & Yueji Zhu & Jianling Qi, 2022. "Effects of cooperative membership on financial performance of banana farmers in China: A heterogeneous analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(1), pages 5-27, March.
    18. Ma, Wanglin & Zheng, Hongyun, 2021. "Impacts of Smartphone Use on Agrochemical Use Among Wheat Farmers in China: A Heterogeneous Analysis," 2021 Conference, August 17-31, 2021, Virtual 314991, International Association of Agricultural Economists.
    19. Zou, Baoling & Mishra, Ashok K., 2022. "Engaging Information Technology in Farmland Rental Market: An Empirical Study from Rural China," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322265, Agricultural and Applied Economics Association.
    20. Seewald, Eva & Oetjen, Alexander & Nguyen, Trung Thanh, 2025. "Environmental resource extraction and poverty: Comparative evidence from rural Thailand and Vietnam," Ecological Economics, Elsevier, vol. 232(C).
    21. Guoqiang Liu & Dakuan Qiao & Yuying Liu & Xinhong Fu, 2022. "Does Service Utilization Improve Members’ Welfare? Evidence from Citrus Cooperatives in China," Sustainability, MDPI, vol. 14(11), pages 1-20, May.
    22. Diro, Samuel & Mohammed, Ali & Getahun, Wudineh & Mamo, Tadele, 2024. "Technical Efficiency of Smallholder Wheat Farmers in Ethiopia: A Panel Data Approach," IAAE 2024 Conference, August 2-7, 2024, New Delhi, India 344277, International Association of Agricultural Economists (IAAE).
    23. Cai, Yi & Sun, Yucheng & Qi, Wene & Yi, Famin, . "Impact of smartphone use on production outsourcing: evidence from litchi farming in southern China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 25(4).
    24. Nguyen-Anh, Tuan & Hoang-Duc, Chinh & Tiet, Tuyen & Nguyen-Van, Phu & To-The, Nguyen, 2022. "Composite effects of human, natural and social capitals on sustainable food-crop farming in Sub-Saharan Africa," Food Policy, Elsevier, vol. 113(C).
    25. Wanglin Ma & Andy McKay & Dil B. Rahut & Tetsushi Sonobe, 2023. "An introduction to rural and agricultural development in the digital age," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1273-1286, August.
    26. Mucong Xin & Shuhao Tan & Huanguang Qiu & Jianjun Tang, 2025. "Environmental Regulations and Smallholder Farmers' Technical Efficiency: Empirical Evidence From Pastoral China," Journal of Agricultural Economics, Wiley Blackwell, vol. 76(3), pages 555-569, September.
    27. Thanh‐Tung Nguyen & Trung Thanh Nguyen & Ulrike Grote, 2023. "Internet use and agricultural productivity in rural Vietnam," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1309-1326, August.
    28. Xiang Deng & Jie Peng & Chunlin Wan, 2024. "The Impact of Internet Use on Land Productivity: Evidence from China Land Economy Survey," Land, MDPI, vol. 13(2), pages 1-21, February.
    29. Olha Aleksandrova & Štefan Bojnec, 2025. "Impact of the adoption of chemical inputs on crop yield downside risk," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 71(10), pages 527-536.
    30. Hao Xu & Peilin Wang & Kai Ding, 2024. "Transforming Agriculture: Empirical Insights into How the Digital Economy Elevates Agricultural Productivity in China," Sustainability, MDPI, vol. 16(23), pages 1-20, November.
    31. Hongyun Zheng & Wanglin Ma & Junpeng Li & Julio Botero, 2023. "Relationship between Internet Use and Negative Affect," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(4), pages 1693-1713, August.
    32. Chandio, Abbas Ali & Ozdemir, Dicle & Jiang, Yuansheng, 2023. "Modelling the impact of climate change and advanced agricultural technologies on grain output: Recent evidence from China," Ecological Modelling, Elsevier, vol. 485(C).
    33. Qianhui Ma & Shaofeng Zheng & Peng Deng, 2022. "Impact of Internet Use on Farmers’ Organic Fertilizer Application Behavior under the Climate Change Context: The Role of Social Network," Land, MDPI, vol. 11(9), pages 1-19, September.
    34. Aminou Arouna & Eric S. Owusu & Wilfried Gnipabo Yergo & Jacob A. Yabi, 2025. "Can site-specific recommendations reduce technology and managerial gaps? Evidence from RiceAdvice in the Senegal River Valley," Empirical Economics, Springer, vol. 69(3), pages 1259-1285, September.
    35. Gokul P. Paudel & Jordan Chamberlin & Trung Thanh Nguyen, 2025. "Productivity and Welfare Impacts of Sustainable Intensification in Rice‐Wheat Crop Rotations: Evidence From the Eastern Indo‐Gangetic Plains," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(4), pages 892-910, October.
    36. Deng, Zhilong & Liu, Jian & Hong, Yu & Liu, Weigang, 2024. "The effect of internet use on nutritional intake and health outcomes: New evidence from rural China," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 11, pages 01-11.
    37. Zimei Liu & Ke Chen & Yezhi Ren, 2024. "Heterogeneous Impacts of Traditional and Modern Information Channels on Farmers’ Green Production: Evidence from China," Sustainability, MDPI, vol. 16(22), pages 1-14, November.
    38. Feng Ye & Shida Sun & Amar Razzaq & Qing Zhang, 2025. "Harvesting environmental sustainability—the fertilizer use efficiency gains of China’s high-standard farmland initiative," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-14, December.
    39. Xin Deng & Lingzhi Zhang & Rong Xu & Miao Zeng & Qiang He & Dingde Xu & Yanbin Qi, 2022. "Do Cooperatives Affect Groundwater Protection? Evidence from Rural China," Agriculture, MDPI, vol. 12(7), pages 1-14, July.
    40. Nguyen, Trung Thanh & Nguyen, Thanh-Tung & Grote, Ulrike, 2022. "Internet use, natural resource extraction and poverty reduction in rural Thailand," Ecological Economics, Elsevier, vol. 196(C).
    41. Lu, Hongwei & Li, Tingting & Li, Guojing & Luo, Qiyou & Gao, Mingjie, 2025. "Digital literacy and the rural cooking energy transition: Evidence from rural China," Energy Policy, Elsevier, vol. 198(C).
    42. Fariha Farjana & Thanh-Tung Nguyen & Matin Qaim, 2026. "The effects of internet use on smallholder farmers’ income and dietary quality in Bangladesh," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 18(2), pages 467-481, April.
    43. Zhang, Qian & Guo, Lian & Chen, Diqiang & Lei, Shini, 2025. "Does mobile access to the internet increase household financial literacy?," International Review of Financial Analysis, Elsevier, vol. 98(C).
    44. Hong Sun & Wenjing Li & Xue Guo & Ziyue Wu & Zimo Mao & Jun Feng, 2025. "How Does Digital Inclusive Finance Affect Agricultural Green Development? Evidence from Thirty Provinces in China," Sustainability, MDPI, vol. 17(4), pages 1-23, February.
    45. Qianqian Chen & Chao Zhang & Ruifa Hu & Shengyang Sun, 2022. "Can Information from the Internet Improve Grain Technical Efficiency? New Evidence from Rice Production in China," Agriculture, MDPI, vol. 12(12), pages 1-16, December.
    46. Ming-Feng Hsieh & Yir-Hueih Luh, 2022. "Is Contract Farming with Modern Distributors Partnership for Higher Returns? Analysis of Rice Farm Households in Taiwan," Sustainability, MDPI, vol. 14(22), pages 1-16, November.
    47. Wanglin Ma & Hongyun Zheng & Peng Yuan, 2022. "Impacts of cooperative membership on banana yield and risk exposure: Insights from China," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(2), pages 564-579, June.
    48. Jiaxuan Li & Zhiyuan Peng, 2024. "Impact of Digital Villages on Agricultural Green Growth Based on Empirical Analysis of Chinese Provincial Data," Sustainability, MDPI, vol. 16(21), pages 1-27, November.
    49. Shi, Hongxu & Xu, Hao & Gao, Wei & Zhang, Jinhao & Chang, Ming, 2022. "The impact of energy poverty on agricultural productivity: The case of China," Energy Policy, Elsevier, vol. 167(C).
    50. Toba Stephen Olasehinde & Fangbin Qiao & Shiping Mao, 2023. "Impact of Improved Maize Varieties on Production Efficiency in Nigeria: Separating Technology from Managerial Gaps," Agriculture, MDPI, vol. 13(3), pages 1-14, March.
    51. Min Liu & Pengfei Shi & Jinxia Wang & Huimin Wang & Jikun Huang, 2023. "Do farmers get a greater return from selling their agricultural products through e‐commerce?," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1481-1508, August.
    52. Ziyun Wang & Lijia Wang & Haopeng Wu & Xinlu Ma, 2026. "Does digital information use improve technical efficiency? evidence from potato smallholders in China," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 14(1), pages 1-33, December.
    53. Owusu, Eric S. & Bravo-Ureta, Boris E., 2022. "Reap when you sow? The productivity impacts of early sowing in Malawi," Agricultural Systems, Elsevier, vol. 199(C).
    54. Nawab Khan & Ram L. Ray & Hazem S. Kassem & Farhat Ullah Khan & Muhammad Ihtisham & Shemei Zhang, 2022. "Does the Adoption of Mobile Internet Technology Promote Wheat Productivity? Evidence from Rural Farmers," Sustainability, MDPI, vol. 14(13), pages 1-15, June.
    55. Zhou, Wei & Chen, Jinzhi & Zhang, Zi-qiang & Zhang, Yijing, 2024. "The effects of internet use on the cultivation of non-timber forest products," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
    56. Runqi Lun & Wei Liu & Guojing Li & Qiyou Luo, 2024. "Does Digital Agricultural Technology Extension Service Enhance Sustainable Food Production? Evidence from Maize Farmers in China," Agriculture, MDPI, vol. 14(2), pages 1-23, February.
    57. Zhihui Chai & Mingjun Tian & Fengtong Yao, 2023. "The Impact of Internet Use on Production Efficiency of Animal Husbandry: Based on the Evidence of 340 Herdsmen in Inner Mongolia, China," Sustainability, MDPI, vol. 15(10), pages 1-22, May.
    58. Xiejun Cheng & Jinxin Bian & Dongmei He & Decai Tang, 2025. "An analysis of agricultural production efficiency of Yellow River Basin based on a three-stage DEA Malmquist model," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-13, December.
    59. Wanglin Ma & Sanghyun Hong & W. Robert Reed & Jianhua Duan & Phong Luu, 2023. "Yield effects of agricultural cooperative membership in developing countries: A meta‐analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 761-780, September.
    60. Jialan Zhang & Ludan Zhang & Kuan Zhang & Xin Deng, 2025. "Can internet use promote farmers’ diversity in green production technology adoption? Empirical evidence from rural China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-13, December.

  26. Peng Nie & Wanglin Ma & Alfonso Sousa-Poza, 2021. "The relationship between smartphone use and subjective well-being in rural China," Electronic Commerce Research, Springer, vol. 21(4), pages 983-1009, December.

    Cited by:

    1. Jingru Xiang & Congying Zhang, 2025. "Decoding the “Digital Code” of Happiness: Elaboration Based on Absolute Income and Relative Income," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 178(3), pages 1025-1052, July.
    2. Jiaping Zhang & Huirong Zhang & Xiaomei Gong, 2025. "From Bytes to Bodies: How Does Internet Use Affect Subjective Health?," SAGE Open, , vol. 15(3), pages 21582440251, July.
    3. Yao Wang & Yuan Tian & Muhammad Nasrullah & Rui Zhang, 2025. "Does social capital influence farmers’ e-commerce entrepreneurship? China’s regional evidence," Electronic Commerce Research, Springer, vol. 25(5), pages 3397-3425, October.
    4. Li, Junpeng & Ma, Wanglin & Gong, Binlei, 2023. "Market participation and subjective well-being of maize farmers," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 941-960.
    5. Drydakis, Nick, 2020. "Mobile applications aiming to facilitate immigrants’ societal integration and overall level of integration, health and mental health. Does artificial intelligence enhance outcomes?," GLO Discussion Paper Series 734, Global Labor Organization (GLO).
    6. Stephen Prah & Bright Owusu Asante & John N. Ng’ombe, 2026. "Who Manages Better? Gendered Perspectives on Food Security and Subjective Wellbeing in Ghana," Journal of Happiness Studies, Springer, vol. 27(2), pages 1-34, February.
    7. Zheng, Hongyun & Vatsa, Puneet & Ma, Wanglin & Zhou, Xiaoshou, 2023. "Working hours and job satisfaction in China: A threshold analysis," China Economic Review, Elsevier, vol. 77(C).
    8. Moh Shadiqur Rahman & Novil Dedy Andriatmoko & Moh Saeri & Herman Subagio & Afrizal Malik & Joko Triastono & Renie Oelviani & Juliana C. Kilmanun & Helena da Silva & Marietje Pesireron & Rein Estefanu, 2022. "Climate Disasters and Subjective Well-Being among Urban and Rural Residents in Indonesia," Sustainability, MDPI, vol. 14(6), pages 1-14, March.
    9. Sahoo, Dukhabandhu & Mohanty, Pritisudha & Mishra, Surbhi & Behera, Manash & Mohapatra, Souryabrata, 2024. "Does climate-smart agriculture technology improve the subjective well-being of farmers? Evidence from micro-level data," MPRA Paper 123955, University Library of Munich, Germany.
    10. Joana Carolina, Chaves-Vargas & Gabriela, Ribes-Giner & Ismael, Moya-Clemente, 2024. "Effect of the economic, social and technological factors on sustainable entrepreneurship over time," Journal of Business Research, Elsevier, vol. 173(C).
    11. Nie, Peng & Peng, Xu & Luo, Tianyuan, 2023. "Internet use and fertility behavior among reproductive-age women in China," China Economic Review, Elsevier, vol. 77(C).
    12. Hina Amber & Bezawit Beyene Chichaibelu, 2023. "Narrowing the gender digital divide in Pakistan: Mobile phone ownership and female labor force participation," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1354-1382, August.
    13. Wanglin Ma & Puneet Vatsa & Hongyun Zheng & Emmanuel Donkor & Victor Owusu, 2023. "Does Adoption of Information and Communication Technology Reduce Objective and Subjective Well-Being Inequality? Evidence from China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 55-77, September.
    14. Wu, Tong, 2024. "Digital divide, social security, and relative poverty in Chinese households," International Review of Economics & Finance, Elsevier, vol. 96(PC).
    15. Ni Zhuo & Baozhi Li & Qibiao Zhu & Chen Ji, 2023. "Smartphone‐based agricultural extension services and farm incomes: Evidence from Zhejiang Province in China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1383-1402, August.
    16. Chen, Huihui & Li, Peng & Li, Qinghai, 2023. "The impact of science and technology services on agricultural income of rural household: An investigation based on the three northeastern provinces of China," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    17. Xin Deng & Yating Zhan & Qian Qiao, 2025. "Improving Farmers’ Pesticide Packaging Waste Recycling Behavior: Using Smartphones to Access the Internet," SAGE Open, , vol. 15(3), pages 21582440251, September.
    18. Tri Wahyu Nugroho & Nuhfil Hanani & Hery Toiba & Sujarwo Sujarwo, 2022. "Promoting Subjective Well-Being among Rural and Urban Residents in Indonesia: Does Social Capital Matter?," Sustainability, MDPI, vol. 14(4), pages 1-16, February.
    19. Hongyun Zheng & Wanglin Ma & Junpeng Li & Julio Botero, 2023. "Relationship between Internet Use and Negative Affect," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(4), pages 1693-1713, August.
    20. Qianhui Ma & Shaofeng Zheng & Peng Deng, 2022. "Impact of Internet Use on Farmers’ Organic Fertilizer Application Behavior under the Climate Change Context: The Role of Social Network," Land, MDPI, vol. 11(9), pages 1-19, September.
    21. Chunkai Zhao & Xing Li & Jianfeng Yan, 2024. "The effect of digital finance on Residents' happiness: the case of mobile payments in China," Electronic Commerce Research, Springer, vol. 24(1), pages 69-104, March.
    22. Tao, Sui & Kamruzzaman, Liton & Ma, Jing, 2024. "Transport disadvantage and social inclusion: Exploring the role of smartphone use for transport purposes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 189(C).
    23. Yan Mei & Nuoyan Lin, 2023. "Internet Use and the Happiness of Rural Residents: The Role of Education and Health," IJERPH, MDPI, vol. 20(4), pages 1-15, February.
    24. Hongyun Zheng & Wanglin Ma, 2022. "Scan the QR Code of Happiness: Can Mobile Payment Adoption Make People Happier?," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(4), pages 2299-2310, August.
    25. Wanglin Ma & Hongyun Zheng & Amaka Nnaji, 2023. "Cooperative membership and adoption of green pest control practices: Insights from rice farmers," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 67(3), pages 459-479, July.
    26. Ruishi Si & Yumeng Yao & Mingyue Liu, 2023. "Effectiveness of Information Acquisition via the Internet in Standardizing the Use of Antimicrobials by Hog Farmers: Insights from China," Agriculture, MDPI, vol. 13(8), pages 1-17, August.
    27. Quan He & Wanglin Ma & Puneet Vatsa & Hongyun Zheng, 2024. "Impact of mobile payment adoption on household expenditures and subjective well‐being," Review of Development Economics, Wiley Blackwell, vol. 28(1), pages 264-285, February.
    28. Cui, Yi & Zhao, Qiran & Glauben, Thomas & Si, Wei, 2024. "The impact of Internet access on household dietary quality: Evidence from rural China," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 23(2), pages 374-383.
    29. Jun Wang & Yang Bai & Jingmin Zhu & Xueyao Wang & Yue Che & Jue Liu, 2022. "Association between Social Integration, Social Exclusion, and Vaccination Behavior among Internal Migrants in China: A Cross-Sectional Study," IJERPH, MDPI, vol. 19(13), pages 1-15, June.
    30. Blanchflower, David G. & Graham, Carol L., 2021. "The Mid-Life Dip in Well-Being: A Critique," GLO Discussion Paper Series 923, Global Labor Organization (GLO).
    31. Nawab Khan & Ram L. Ray & Hazem S. Kassem & Farhat Ullah Khan & Muhammad Ihtisham & Shemei Zhang, 2022. "Does the Adoption of Mobile Internet Technology Promote Wheat Productivity? Evidence from Rural Farmers," Sustainability, MDPI, vol. 14(13), pages 1-15, June.
    32. Yan Li, 2024. "Vehicle ownership, sustainable mobility and well-being in rural China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(5), pages 12545-12568, May.
    33. Cristiano Felaco & Anna Parola, 2022. "Subjective Well-Being and Future Orientation of NEETs: Evidence from the Italian Sample of the European Social Survey," Social Sciences, MDPI, vol. 11(10), pages 1-13, October.

  27. Hongyun Zheng & Wanglin Ma & Gucheng Li, 2021. "Adoption of organic soil amendments and its impact on farm performance: evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 65(2), pages 367-390, April.

    Cited by:

    1. Zhou, Xiaoshi & Ma, Wanglin, 2021. "Effects of Agricultural Mechanization on Land Productivity: Evidence from China," 2021 Conference, August 17-31, 2021, Virtual 315143, International Association of Agricultural Economists.
    2. Zhu, Huanyu & Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun, 2023. "Clean energy use and subjective and objective health outcomes in rural China," Energy Policy, Elsevier, vol. 183(C).
    3. Habibatou I. Thiam & Victor Owusu & Johannes Schuler & Fatima Lambarraa-Lehnhardt & Ibrahima Hathie, 2025. "Impact of soil salinity adaptation on yields and food security in Fimela, Senegal," Climatic Change, Springer, vol. 178(7), pages 1-23, July.
    4. Xiaoheng Zhang & Wanglin Ma & Puneet Vatsa & Shijie Jiang, 2023. "Short supply chain, technical efficiency, and technological change: Insights from cucumber production," Agribusiness, John Wiley & Sons, Ltd., vol. 39(2), pages 371-386, March.
    5. Bright O. Asante & Wanglin Ma & Stephen Prah & Omphile Temoso, 2024. "Farmers’ adoption of multiple climate-smart agricultural technologies in Ghana: determinants and impacts on maize yields and net farm income," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(2), pages 1-23, February.
    6. Ma, Hongyun & Ma, Wanglin, 2026. "Who Decides, Who Adopts? Gender, Household Decision-Making, and Climate-Smart Agriculture," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 0(Preprint), June.
    7. Li, Junpeng & Ma, Wanglin & Shen, Bowen & Li, Longwei, 2025. "Can unmanned aerial vehicle (UAV) adoption reduce pesticide use and enhance yields? Evidence from mountainous rice farming in Yunnan, China," Food Policy, Elsevier, vol. 136(C).
    8. Cai, Yi & Sun, Yucheng & Qi, Wene & Yi, Famin, . "Impact of smartphone use on production outsourcing: evidence from litchi farming in southern China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 25(4).
    9. Samuel K. N. Dadzie & Isaac Dasmani & Franklin T. Odamtten & Emmanuel W. Inkoom, 2025. "Risk attitudes towards climate variation and food crop diversification, and their implications for food security among farm households in Central Region, Ghana," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 17(6), pages 1379-1401, December.
    10. Asante, Bright Owusu & Ankrah, Daniel Adu & Akutinga, Solomon, 2025. "Does the choice of multiple agricultural labour packages influence farm productivity and food (in)-security? Evidence from lowland rice farmers in southern Ghana," Land Use Policy, Elsevier, vol. 158(C).
    11. Hongyun Zheng & Wanglin Ma & Dil Bahadur Rahut & Liangang Zhang & Xiaoshi Zhou, 2026. "A Small Act Towards Circular Bioeconomy: Adoption of Integrated Crop‐Livestock System and Its Impacts on Fertiliser Use," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 70(2), pages 352-362, April.
    12. Junxia Zeng & Dengwang Li & Cuiping Ma & Bin Wang & Liangliang Gao, 2022. "The Impact of Different Uses of the Internet on Farmers′ Adoption of Soil Testing and Formulated Fertilization Technology in Rural China," IJERPH, MDPI, vol. 20(1), pages 1-14, December.
    13. Dayakar, Peddi & Kavi Kumar, K.S., 2024. "Soil and water conservation measures and rainfed agriculture in Telangana, India: Role of community and neighborhood conservation measures," Land Use Policy, Elsevier, vol. 137(C).
    14. Nguyen Duc Kien & Truong Quang Dung & Dinh Thi Kim Oanh & Le Thanh An & Nguyen Cong Dinh & Nguyen Thai Phan & Le Thi Thanh Nga, 2023. "Climate‐resilient practices and welfare impacts on rice‐cultivating households in Vietnam: Does joint adoption of multiple practices matter?," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 67(2), pages 263-284, April.
    15. Dayakar Peddi & Suresh Reddy Baswapoor & Revathi Ellanki, 2025. "Can Institutional Interventions be Profitable for Millet Farming in India’s Rainfed Regions? Insights from MESR Models," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 23(1), pages 211-232, March.
    16. Xiaoheng Zhang & Guiquan Yan & Qipei Feng & Amar Razzaq & Azhar Abbas, 2022. "Ecological Sustainability and Households’ Wellbeing: Linking Households’ Non-Traditional Fuel Choices with Reduced Depression in Rural China," IJERPH, MDPI, vol. 19(23), pages 1-15, November.
    17. Fernández-Olmos, Marta & Ma, Wanglin & Florine, Pecheux-Livat, 2024. "Linking Spanish wine farmers to international markets: Is direct export better than indirect export in improving farm performance?," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 153-163.
    18. Wanglin Ma & Hongyun Zheng & Peng Yuan, 2022. "Impacts of cooperative membership on banana yield and risk exposure: Insights from China," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(2), pages 564-579, June.
    19. Cuicui Wang & Hua Wang & Chunping Xia & Abdelrahman Ali, 2022. "Does E-commerce participation increase the use intensity of organic fertilizers in fruit production?–Evidence from China," PLOS ONE, Public Library of Science, vol. 17(8), pages 1-19, August.
    20. Britwum, Kofi & Demont, Matty, 2023. "What is in a label? Examining the influence of cultural and colonial heritage on preferences and willingness to pay for local and international rice labels in Senegal," 2023 Annual Meeting, July 23-25, Washington D.C. 335501, Agricultural and Applied Economics Association.
    21. Menglu Li & Shemei Zhang & Nawab Khan, 2024. "Do farmers' professional cooperatives improve agricultural technical efficiency? Evidence using a national‐level dataset of China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(2), pages 363-383, June.
    22. Junpeng Li & Puneet Vatsa & Wanglin Ma & Phong Quoc Luu, 2025. "Promoting sustainable agri‐food production to achieve food and nutrition security: The role of soil conservation practices," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(1), pages 59-79, January.
    23. Hongyun Zheng & Wanglin Ma & Gucheng Li, 2021. "Learning from neighboring farmers: Does spatial dependence affect adoption of drought‐tolerant wheat varieties in China?," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 69(4), pages 519-537, December.
    24. Wanglin Ma & Awal Abdul‐Rahaman & Gazali Issahaku, 2023. "Welfare implications of participating in agri‐value chains among vegetable farmers in Northern Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 793-811, July.

  28. Hongyun Zheng & Wanglin Ma, 2021. "The role of resource reallocation in promoting total factor productivity growth: Insights from China’s agricultural sector," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2350-2371, November.

    Cited by:

    1. Vu, Khuong & Hartley, Kris, 2022. "Sources of transport sector labor productivity performance in industrialized countries: Insights from a decomposition analysis," Transport Policy, Elsevier, vol. 129(C), pages 204-218.
    2. Lijing Zhang & Mingyong Hong & Xiaolin Guo & Wenrong Qian, 2022. "How Does Land Rental Affect Agricultural Labor Productivity? An Empirical Study in Rural China," Land, MDPI, vol. 11(5), pages 1-19, April.
    3. Alsamara, Mouyad & Barkat, Karim & Mrabet, Zouhair & Mimouni, Karim, 2026. "From oil reliance to diversified growth: The role of mega events and large-scale projects in two resource-rich economies," Economic Analysis and Policy, Elsevier, vol. 89(C), pages 1149-1165.
    4. Liping Kong & Mengfei Gao & Yueqing Ji, 2025. "Organized Land Transfer and Improvement in Agricultural Land Allocation Efficiency: Effects and Mechanisms," Land, MDPI, vol. 14(8), pages 1-19, August.
    5. Fang, Xubing & Liu, Maotao, 2024. "Regional judicial capacity and corporate total factor productivity: Evidence from the establishment of circuit courts," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 465-489.
    6. Shuai Qin & Hong Chen & Tuyen Thi Tran & Haokun Wang, 2022. "Analysis of the Spatial Effect of Capital Misallocation on Agricultural Output—Taking the Main Grain Producing Areas in Northeast China as an Example," Sustainability, MDPI, vol. 14(10), pages 1-17, May.

  29. Hongyun Zheng & Wanglin Ma & Gucheng Li, 2021. "Learning from neighboring farmers: Does spatial dependence affect adoption of drought‐tolerant wheat varieties in China?," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 69(4), pages 519-537, December.

    Cited by:

    1. Joseph Mugula & Athman K. Ahmad & John Msinde & Michael Kadigi, 2023. "Economic impact of adopting bundled SAPs on crop yield and household incomes among smallholder maize farmers in Morogoro region, Tanzania," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 12(8), pages 261-273, November.
    2. Min Liu & Taiyang Zhong & Xiao Lyu, 2024. "Spatial Spillover Effects of “New Farmers” on Diffusion of Sustainable Agricultural Practices: Evidence from China," Land, MDPI, vol. 13(1), pages 1-25, January.
    3. Vatsa, Puneet & Ma, Wanglin & Zheng, Hongyun & Li, Junpeng, 2023. "Climate-smart agricultural practices for promoting sustainable agrifood production: Yield impacts and implications for food security," Food Policy, Elsevier, vol. 121(C).
    4. Junpeng Li & Wanglin Ma & Pengcheng Wang & Xianghai Meng, 2024. "Farmers’ willingness to transform untreated livestock manure into organic fertilizer: does information technology adoption make a difference?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(2), pages 5025-5045, February.
    5. Wanglin Ma & Hongyun Zheng & Amaka Nnaji, 2023. "Cooperative membership and adoption of green pest control practices: Insights from rice farmers," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 67(3), pages 459-479, July.
    6. Shangao Wang & Gershom Endelani Mwalupaso & Xianhui Geng & Emmanuel Kiprop & Jotham Bett & Dancun Kibiwott Kimwei, 2026. "Nexus of agricultural informatisation and sustainable practices: Food security implications for drought-affected maize farmers in Zambia," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 72(2), pages 101-119.
    7. Ncoyini-Manciya Zoleka & Manciya Sixolise, 2025. "Ineffective Agricultural Advisors (AAs) Support on Climate Information and Adaptation Strategies Dissemination in Ugu District, KwaZulu-Natal," SAGE Open, , vol. 15(2), pages 21582440251, May.
    8. Edinam Dope Setsoafia & Wanglin Ma & Alan Renwick, 2022. "Effects of sustainable agricultural practices on farm income and food security in northern Ghana," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-15, December.
    9. Wei Yang & Le Wang, 2023. "Impact of farmer group participation on the adoption of sustainable farming practices—spatial analysis of New Zealand dairy farmers," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 701-717, September.

  30. Wanglin Ma & Zhongkun Zhu, 2021. "Internet use and willingness to participate in garbage classification: an investigation of Chinese residents," Applied Economics Letters, Taylor & Francis Journals, vol. 28(9), pages 788-793, May.

    Cited by:

    1. Xiaoheng Zhang & Wanglin Ma & Puneet Vatsa & Shijie Jiang, 2023. "Short supply chain, technical efficiency, and technological change: Insights from cucumber production," Agribusiness, John Wiley & Sons, Ltd., vol. 39(2), pages 371-386, March.
    2. Li, Ye & Yang, Tianjian & Zhang, Yu, 2022. "Evolutionary game theory-based system dynamics modeling for community solid waste classification in China," Utilities Policy, Elsevier, vol. 79(C).
    3. Zhou, Xiaoshi & Vatsa, Puneet & Ma, Wanglin, 2023. "Impact of internet use on value and diversity of risky financial asset portfolios," The Quarterly Review of Economics and Finance, Elsevier, vol. 89(C), pages 188-193.
    4. Nary Hong, 2025. "The Effect of Reading and Writing Assistance on Receipt of Disability Support Pension," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 58(2), pages 91-108, June.
    5. Junpeng Li & Wanglin Ma & Pengcheng Wang & Xianghai Meng, 2024. "Farmers’ willingness to transform untreated livestock manure into organic fertilizer: does information technology adoption make a difference?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(2), pages 5025-5045, February.
    6. Rui Zhao & Xinyun Ren & Yan Liu & Yujun Li & Ruyin Long, 2022. "Different Educational Interventions on Individual Cognition of Garbage Classification Based on EEG Monitoring," IJERPH, MDPI, vol. 19(14), pages 1-17, July.
    7. Fanlue Li & Ke He & Run Zhu & Junbiao Zhang & Ming Gao, 2023. "Rural low‐carbon energy development in the information age: Can internet access drive the farmer to participate in personal carbon trading schemes related to bioenergy?," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(3), pages 1417-1432, June.
    8. Daniel Adu Ankrah & Bright Owusu Asante & Stephen Prah & Forster K. Boateng, 2024. "Impact of digital financial inclusion on the participation in farmer‐based organisations, structured market and off‐farm work in Ghana," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(2), pages 1254-1273, March.
    9. Bright O. Asante & Wanglin Ma & Stephen Prah & Omphile Temoso, 2024. "Promoting the adoption of climate-smart agricultural technologies among maize farmers in Ghana: using digital advisory services," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(3), pages 1-24, March.

  31. Hongyun Zheng & Wanglin Ma & Xiaoshi Zhou, 2021. "Renting-in cropland, machinery use intensity, and land productivity in rural China," Applied Economics, Taylor & Francis Journals, vol. 53(47), pages 5503-5517, October.

    Cited by:

    1. Adane Tufa & Arega Alene & Hambulo Ngoma & Paswel Marenya & Julius Manda & Md Abdul Matin & Christian Thierfelder & David Chikoye, 2024. "Willingness to pay for agricultural mechanization services by smallholder farmers in Malawi," Agribusiness, John Wiley & Sons, Ltd., vol. 40(1), pages 248-276, January.
    2. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun & Rahut, Dil Bahadur, 2022. "Nonfarm employment and consumption diversification in rural China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 582-598.
    3. Yang, Qian & Zhu, Yueji, 2025. "The emerging short-form video platforms improve household dietary diversity of rural residents: Evidence from China," Food Policy, Elsevier, vol. 131(C).
    4. Yang, Wei & Vatsa, Puneet & Ma, Wanglin & Zheng, Hongyun, 2023. "Does mobile payment adoption really increase online shopping expenditure in China: A gender-differential analysis," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 99-110.
    5. Su, Min & Heerink, Nico & Oosterveer, Peter & Feng, Shuyi, 2025. "Land leasing-in, farm machinery, and pesticide use: A plot-analysis for Jiangsu Province, China," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 2470-2487.
    6. Martinson Ankrah Twumasi & Bright Senyo Dogbe & Ernest Kwarko Ankrah & Zhao Ding & Yuansheng Jiang, 2023. "Assessing Financial Literacy and Farmland Abandonment Relationship in Ghana," Agriculture, MDPI, vol. 13(3), pages 1-18, February.
    7. Hongbo Li & Lewei Chen & Zongyi Zhang, 2022. "A Study on the Utilization Rate and Influencing Factors of Small Agricultural Machinery: Evidence from 10 Hilly and Mountainous Provinces in China," Agriculture, MDPI, vol. 13(1), pages 1-25, December.
    8. Zhenbang Ma & Huichun Sun, 2024. "Harnessing the Power of Mechanization: A Multivalued Treatment Effect Analysis on Productivity for Chinese Smallholders," Land, MDPI, vol. 13(12), pages 1-21, December.
    9. Ji, Xiangyu & Wang, Yiting & Yang, Lei & Li, Chun & Chen, Liding, 2025. "The impact of cropland transfer on rural household income in China: The moderating effects of education," Land Use Policy, Elsevier, vol. 148(C).
    10. Lewei Chen & Zongyi Zhang & Hongbo Li & Xinpu Zhang, 2023. "Maintenance Skill Training Gives Agricultural Socialized Service Providers More Advantages," Agriculture, MDPI, vol. 13(1), pages 1-17, January.
    11. Martinson Ankrah Twumasi & Gloria Essilfie & Bright Senyo Dogbe & Ernest Kwarko Ankrah & Charles Hackman Kwamena Essel, 2024. "Does access to financial services improve nutritional intake among rural residents? Assessing potential action mechanism pathways," Review of Development Economics, Wiley Blackwell, vol. 28(3), pages 1131-1151, August.
    12. Junpeng Li & Puneet Vatsa & Wanglin Ma, 2024. "Flush toilet use and its impact on health and non‐health expenditures," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(4), pages 2022-2046, May.
    13. Junpeng Li & Wanglin Ma & Pengcheng Wang & Xianghai Meng, 2024. "Farmers’ willingness to transform untreated livestock manure into organic fertilizer: does information technology adoption make a difference?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(2), pages 5025-5045, February.
    14. Huaquan Zhang & Ruijia Jin & Martinson Ankrah Twumasi & Shishun Xiao & Abbas Ali Chandio & Ghulam Raza Sargani, 2022. "How Does the Heterogeneity of Family Structure Affect the Area of Land Transferred Out in the Context of Rural Revitalization?—Experience from CHIP 2013," Land, MDPI, vol. 12(1), pages 1-14, December.
    15. Yangxiao Lu & Suhao Wei, 2024. "Outsourcing of Agricultural Machinery Operation Services and the Sustainability of Farmland Transfer Market: Promoting or Inhibiting?," Sustainability, MDPI, vol. 16(22), pages 1-19, November.
    16. Yingzheng Yan & Liupeng Chen & Ziwei Zhou & Yuanzhu Wei, 2025. "Digital financial inclusion and agricultural modernization development in China—a study based on the perspective of agricultural mechanization services," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-11, December.
    17. Huaquan Zhang & Zhenyao Yang & Yidan Wang & Martinson Ankrah Twumasi & Abbas Ali Chandio, 2023. "Impact of Agricultural Mechanization Level on Farmers’ Health Status in Western China: Analysis Based on CHARLS Data," IJERPH, MDPI, vol. 20(5), pages 1-20, March.
    18. Wanglin Ma & Huanguang Qiu & Dil Bahadur Rahut, 2023. "Rural development in the digital age: Does information and communication technology adoption contribute to credit access and income growth in rural China?," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1421-1444, August.
    19. Tefera, Yared Deribe & Awoke, Bisrat G. & Daum, Thomas, 2025. "What factors are inducing or impeding the adoption of agricultural mechanization? Revisiting farm scale, overhead capital and spatial divergence," World Development Perspectives, Elsevier, vol. 38(C).
    20. Junpeng Li & Puneet Vatsa & Wanglin Ma & Phong Quoc Luu, 2025. "Promoting sustainable agri‐food production to achieve food and nutrition security: The role of soil conservation practices," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(1), pages 59-79, January.
    21. Yin, Guanqiu & You, Yuxuan & Han, Xiaoyan & Chen, Di, 2024. "The effect of agricultural scale management on farmers' income from a dual-scale perspective: Evidence from rural China," International Review of Economics & Finance, Elsevier, vol. 94(C).

  32. Hongyun Zheng & Wanglin Ma, 2021. "Click it and buy happiness: does online shopping improve subjective well-being of rural residents in China?," Applied Economics, Taylor & Francis Journals, vol. 53(36), pages 4192-4206, August.

    Cited by:

    1. Anran Dai & Shaoan Huang, 2025. "Online Payment Technological Innovation and Changes in Household Saving Rate: Evidence From China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(6), pages 3571-3590, September.
    2. Wanglin Ma & Christopher Gan & Puneet Vatsa & Wei Yang & Hongyun Zheng, 2022. "Factors affecting online shopping frequency: lessons from New Zealand," SN Business & Economics, Springer, vol. 2(6), pages 1-10, June.
    3. Francis Britwum & Paul Kobina Effrim & Sandra Aidoo & Edwin Adjei, 2025. "A Moderated Moderation Modelling of Gender and Age on Subjective Well-Being in the Relationship Between Emotional Intelligence and Academic Self-Efficacy of Students," SAGE Open, , vol. 15(4), pages 21582440251, November.
    4. Li, Junpeng & Ma, Wanglin & Gong, Binlei, 2023. "Market participation and subjective well-being of maize farmers," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 941-960.
    5. Stephen Prah & Bright Owusu Asante & John N. Ng’ombe, 2026. "Who Manages Better? Gendered Perspectives on Food Security and Subjective Wellbeing in Ghana," Journal of Happiness Studies, Springer, vol. 27(2), pages 1-34, February.
    6. Zheng, Hongyun & Vatsa, Puneet & Ma, Wanglin & Zhou, Xiaoshou, 2023. "Working hours and job satisfaction in China: A threshold analysis," China Economic Review, Elsevier, vol. 77(C).
    7. Mabe, Franklin Nantui & Dauda, Ayuba & Owusu-Sekyere, Ebenezer, 2023. "Artisanal small-scale mining, farm labour attraction and household welfare in Ghana," Resources Policy, Elsevier, vol. 86(PB).
    8. Moh Shadiqur Rahman & Novil Dedy Andriatmoko & Moh Saeri & Herman Subagio & Afrizal Malik & Joko Triastono & Renie Oelviani & Juliana C. Kilmanun & Helena da Silva & Marietje Pesireron & Rein Estefanu, 2022. "Climate Disasters and Subjective Well-Being among Urban and Rural Residents in Indonesia," Sustainability, MDPI, vol. 14(6), pages 1-14, March.
    9. Sahoo, Dukhabandhu & Mohanty, Pritisudha & Mishra, Surbhi & Behera, Manash & Mohapatra, Souryabrata, 2024. "Does climate-smart agriculture technology improve the subjective well-being of farmers? Evidence from micro-level data," MPRA Paper 123955, University Library of Munich, Germany.
    10. Yang, Wei & Vatsa, Puneet & Ma, Wanglin & Zheng, Hongyun, 2023. "Does mobile payment adoption really increase online shopping expenditure in China: A gender-differential analysis," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 99-110.
    11. Wanglin Ma & Puneet Vatsa & Hongyun Zheng & Emmanuel Donkor & Victor Owusu, 2023. "Does Adoption of Information and Communication Technology Reduce Objective and Subjective Well-Being Inequality? Evidence from China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 55-77, September.
    12. Tri Wahyu Nugroho & Nuhfil Hanani & Hery Toiba & Sujarwo Sujarwo, 2022. "Promoting Subjective Well-Being among Rural and Urban Residents in Indonesia: Does Social Capital Matter?," Sustainability, MDPI, vol. 14(4), pages 1-16, February.
    13. Chunkai Zhao & Xing Li & Jianfeng Yan, 2024. "The effect of digital finance on Residents' happiness: the case of mobile payments in China," Electronic Commerce Research, Springer, vol. 24(1), pages 69-104, March.
    14. Trinh Le Tan & Khanh Nguyen Chau Ngoc & Hien Le Thi Thanh & Hoai Nguyen Thi Thu & Uyen Vo Truong Hoang, 2024. "Enhancing Repurchase Intention on Digital Platforms Based on Shopping Well-Being Through Shopping Value, Trust and Impulsive Buying," SAGE Open, , vol. 14(3), pages 21582440241, September.
    15. Hery Toiba & Anthon Efani & Moh Shadiqur Rahman & Tri Wahyu Nugroho & Dwi Retnoningsih, 2022. "Does the COVID-19 pandemic change food consumption and shopping patterns? Evidence from Indonesian urban households," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 49(12), pages 1803-1818, July.
    16. Hari Wahyu Wijayanto & Kai-An Lo & Hery Toiba & Moh Shadiqur Rahman, 2022. "Does Agroforestry Adoption Affect Subjective Well-Being? Empirical Evidence from Smallholder Farmers in East Java, Indonesia," Sustainability, MDPI, vol. 14(16), pages 1-10, August.
    17. Wang, Jiawei, 2023. "The relationship between loneliness and consumer shopping channel choice: Evidence from China," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    18. Wei, Binhui & Zhao, Chunkai & Luo, Mingzhong, 2024. "Online markets, offline happiness: E-commerce development and subjective well-being in rural China," China Economic Review, Elsevier, vol. 87(C).
    19. Quan He & Wanglin Ma & Puneet Vatsa & Hongyun Zheng, 2024. "Impact of mobile payment adoption on household expenditures and subjective well‐being," Review of Development Economics, Wiley Blackwell, vol. 28(1), pages 264-285, February.
    20. Junpeng Li & Puneet Vatsa & Wanglin Ma, 2023. "Small Acts With Big Impacts: Does Garbage Classification Improve Subjective Well-Being in Rural China?," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(3), pages 1337-1363, June.
    21. Ma, Wanglin & Zheng, Hongyun & Boansi, David & Horlu, Godwin S.A.K. & Owusu, Victor, 2025. "Types of employment and well-being of rural residents: A multinomial endogenous switching regression application," Economic Modelling, Elsevier, vol. 147(C).
    22. Xiuling Ding & Qian Lu & Lipeng Li & Apurbo Sarkar & Hua Li, 2022. "Evaluating the Impact of Institutional Performance and Government Trust on Farmers’ Subjective Well-Being: A Case of Urban–Rural Welfare Gap Perception and Family Economic Status in Shaanxi, Sichuan and Anhui, China," IJERPH, MDPI, vol. 20(1), pages 1-20, December.
    23. Ma, Wanglin & Ma, Wanglin & Zheng, Hongyun, 2021. "Impacts of Cooking Fuel Choices on Subjective Well-Being: Insights from Rural China," 2021 Conference, August 17-31, 2021, Virtual 315149, International Association of Agricultural Economists.
    24. Cristiano Felaco & Anna Parola, 2022. "Subjective Well-Being and Future Orientation of NEETs: Evidence from the Italian Sample of the European Social Survey," Social Sciences, MDPI, vol. 11(10), pages 1-13, October.
    25. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun, 2022. "Cooking fuel choices and subjective well-being in rural China: Implications for a complete energy transition," Energy Policy, Elsevier, vol. 165(C).

  33. Zhongkun Zhu & Wanglin Ma & Chenxin Leng & Peng Nie, 2021. "The Relationship Between Happiness and Consumption Expenditure: Evidence from Rural China," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 16(4), pages 1587-1611, August.

    Cited by:

    1. Guanghao Wu, 2024. "From Soil to Soul: Agro-Product Geographical Indications and the Subjective Well-Being of Rural Residents," Journal of Happiness Studies, Springer, vol. 25(6), pages 1-25, August.
    2. Yao Zhang & Jianjun Huai, 2023. "A Case Study of Farmers’ Behavioral Motivation Mechanisms to Crack the Fractal Multidimensional Relative Poverty Trap in Shaanxi, China," Agriculture, MDPI, vol. 13(11), pages 1-22, October.
    3. Cristina Bernini & Silvia Emili & Federica Galli, 2021. "Does urbanization matter in the expenditure‐happiness nexus?," Papers in Regional Science, Wiley Blackwell, vol. 100(6), pages 1403-1428, December.
    4. Xiaoheng Zhang & Wanglin Ma & Puneet Vatsa & Shijie Jiang, 2023. "Short supply chain, technical efficiency, and technological change: Insights from cucumber production," Agribusiness, John Wiley & Sons, Ltd., vol. 39(2), pages 371-386, March.
    5. Stephen Prah & Bright Owusu Asante & John N. Ng’ombe, 2026. "Who Manages Better? Gendered Perspectives on Food Security and Subjective Wellbeing in Ghana," Journal of Happiness Studies, Springer, vol. 27(2), pages 1-34, February.
    6. Zhang, Jiaping & Zhang, Huirong & Gong, Xiaomei, 2022. "Mobile payment and rural household consumption: Evidence from China," Telecommunications Policy, Elsevier, vol. 46(3).
    7. Zheng, Hongyun & Vatsa, Puneet & Ma, Wanglin & Zhou, Xiaoshou, 2023. "Working hours and job satisfaction in China: A threshold analysis," China Economic Review, Elsevier, vol. 77(C).
    8. Moh Shadiqur Rahman & Novil Dedy Andriatmoko & Moh Saeri & Herman Subagio & Afrizal Malik & Joko Triastono & Renie Oelviani & Juliana C. Kilmanun & Helena da Silva & Marietje Pesireron & Rein Estefanu, 2022. "Climate Disasters and Subjective Well-Being among Urban and Rural Residents in Indonesia," Sustainability, MDPI, vol. 14(6), pages 1-14, March.
    9. Wanglin Ma & Puneet Vatsa & Hongyun Zheng & Emmanuel Donkor & Victor Owusu, 2023. "Does Adoption of Information and Communication Technology Reduce Objective and Subjective Well-Being Inequality? Evidence from China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 55-77, September.
    10. Congxian He & Ruiqing Shi & Huwei Wen & Jeffrey Chu, 2025. "Impact of Digital Literacy on Rural Residents’ Subjective Well-Being: An Empirical Study in China," Agriculture, MDPI, vol. 15(6), pages 1-25, March.
    11. Tri Wahyu Nugroho & Nuhfil Hanani & Hery Toiba & Sujarwo Sujarwo, 2022. "Promoting Subjective Well-Being among Rural and Urban Residents in Indonesia: Does Social Capital Matter?," Sustainability, MDPI, vol. 14(4), pages 1-16, February.
    12. Zhao, Chunkai & Wu, Yaqian & Guo, Jianhao, 2022. "Mobile payment and Chinese rural household consumption," China Economic Review, Elsevier, vol. 71(C).
    13. Xuedong Liang & Wanting Fu & Letian Ren & Peng Luo, 2025. "Are rural entrepreneurs really happy? Evidence from China," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 74(2), pages 1-26, June.
    14. Wu, Fengyu & Sarracino, Francesco, 2025. "Social Capital Shapes the Relationship Between Well-being and Spending," GLO Discussion Paper Series 1647, Global Labor Organization (GLO).
    15. Chunkai Zhao & Xing Li & Jianfeng Yan, 2024. "The effect of digital finance on Residents' happiness: the case of mobile payments in China," Electronic Commerce Research, Springer, vol. 24(1), pages 69-104, March.
    16. Xiaofan Zuo & Zhisheng Hong, 2022. "The Impact of Internet Use on Perception of the Poor–Rich Gap: Empirical Evidence from China," Sustainability, MDPI, vol. 14(6), pages 1-18, March.
    17. Hongyun Zheng & Wanglin Ma, 2022. "Scan the QR Code of Happiness: Can Mobile Payment Adoption Make People Happier?," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(4), pages 2299-2310, August.
    18. Quan He & Wanglin Ma & Puneet Vatsa & Hongyun Zheng, 2024. "Impact of mobile payment adoption on household expenditures and subjective well‐being," Review of Development Economics, Wiley Blackwell, vol. 28(1), pages 264-285, February.
    19. Jingting Yu & Guanghao Wu, 2025. "The Effect and Mechanism of Labor Mobility on the Subjective Well‐Being of Urban Native Labor: Empirical Evidence From China," Growth and Change, Wiley Blackwell, vol. 56(4), December.
    20. Chen, Chen & Gan, Christopher & Li, Junpeng & Lu, Yao & Rahut, Dil, 2023. "Linking farmers to markets: Does cooperative membership facilitate e-commerce adoption and income growth in rural China?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1155-1170.
    21. Mammadli, Rashad & Gigliarano, Chiara, 2024. "Does pro-environmental consumption contribute to subjective well-being? Empirical evidence from Italy," Socio-Economic Planning Sciences, Elsevier, vol. 95(C).
    22. Binhui Wei & Chunkai Zhao & Mingzhong Luo & Zhimin Jia & Hailong Xia, 2024. "Beyond the scenery: Understanding the impact of rural tourism development on household consumption in China," Review of Development Economics, Wiley Blackwell, vol. 28(3), pages 1152-1191, August.
    23. Arjen Schepen & Martijn J. Burger, 2022. "Professional Financial Advice and Subjective Well-Being," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(5), pages 2967-3004, October.
    24. Wei Jiang & Yanhui Hu & Hongjie Cao, 2024. "Does Digital Financial Inclusion Increase the Household Consumption? Evidence from China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 17333-17364, December.

  34. Xiaoshi Zhou & Wanglin Ma, 2021. "Does agricultural mechanization reduce vulnerable employment? Evidence from cross-country panel data," Economics Bulletin, AccessEcon, vol. 41(2), pages 294-303.

    Cited by:

    1. Ma, Wanglin & Zhou, Xiaoshi & Boansi, David & Horlu, Godwin Seyram Agbemavor & Owusu, Victor, 2024. "Adoption and intensity of agricultural mechanization and their impact on non-farm employment of rural women," World Development, Elsevier, vol. 173(C).
    2. Hang Thi Thuy Nguyen & Thi Quynh Anh Le & Pham Xuan Hung & Nguyen Thai Phan, 2026. "Non-farm employment and agricultural mechanisation adoption: A reciprocal relationship," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 72(1), pages 37-55.
    3. Hiroyuki Takeshima, 2024. "Agricultural mechanisation and gendered labour activities across sectors: Micro‐evidence from multi‐country farm household data," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(1), pages 425-456, February.

  35. Wanglin Ma & Puneet Vatsa & Xiaoshi Zhou & Hongyun Zheng, 2021. "Happiness and farm productivity: insights from maize farmers in China," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 49(1), pages 97-106, October.

    Cited by:

    1. Nurul Atiqah Binti Mohd Suib & Norlida Hanim Mohd Salleh & Mohd Fazim Ahmad, 2023. "The economic well-being of smallholders and challenges during COVID-19 pandemic: A review," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 69(1), pages 35-44.

  36. Li, Changsheng & Ma, Wanglin & Mishra, Ashok K. & Gao, Liangliang, 2020. "Access to credit and farmland rental market participation: Evidence from rural China," China Economic Review, Elsevier, vol. 63(C).

    Cited by:

    1. Olanrewaju, Opeyemi & Bamiwuye, Temilolu & Omotayo, Abiodun Olusola, 2025. "Impact of conflict shocks on land rental market dynamics: Panel evidence from Nigeria," Land Use Policy, Elsevier, vol. 158(C).
    2. Feilong Weng & Xuan Liu & Xuexi Huo, 2023. "Impact of Internet Use on Farmers’ Organic Fertilizer Investment: A New Perspective of Access to Credit," Agriculture, MDPI, vol. 13(1), pages 1-13, January.
    3. Cai, Rong & Ma, Jie & Wang, Shujuan & Cai, Shukai, 2024. "Access to credit and scale efficiency: Evidence from family farms in East China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1538-1551.
    4. Li, Junpeng & Ma, Wanglin & Gong, Binlei, 2023. "Market participation and subjective well-being of maize farmers," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 941-960.
    5. Haibo Lei & Qin Su, 2023. "Does the Use of Digital Finance Affect Household Farmland Transfer-Out?," Sustainability, MDPI, vol. 15(16), pages 1-18, August.
    6. Zhang, Jian & Mishra, Ashok K. & Ma, Xianlei, 2023. "Mechanism of Chinese farmers’ land rental participation: The role of invisible markets and public intervention," Food Policy, Elsevier, vol. 117(C).
    7. Xu, Wenyan & Gao, Ming & Fan, Shenggen & Zhu, Chen, 2026. "Impacts of high-standard farmland construction on farmers’ income in China: A comparative analysis of moderate-scale farmers and smallholders," Food Policy, Elsevier, vol. 138(C).
    8. Xiance Sang & Wanglin Ma & Aya Suzuki & Hepei Zhang, 2026. "Access to Credit and Mechanisation Service Expenditure: An Analysis Considering Access, Sources, Purposes and Amounts of Credit," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 70(1), pages 112-131, January.
    9. Su, Fangfang & Tao, Sumin & Ying, Ruiyao, 2025. "Agricultural transformation in the digital age: Digital inclusive finance and the development of new agricultural business entities," Finance Research Letters, Elsevier, vol. 72(C).
    10. Punlork Men & Lyda Hok & Panchit Seeniang & B. Jan Middendorf & Rapee Dokmaithes, 2024. "Identifying Credit Accessibility Mechanisms for Conservation Agriculture Farmers in Cambodia," Agriculture, MDPI, vol. 14(6), pages 1-26, June.
    11. Ziqin Xu & Hui Niu & Yuxuan Wei & Yiping Wu & Yang Yu, 2024. "Impact and Mechanisms of Digital Inclusive Finance in Relation to Farmland Transfer: Evidence from China," Sustainability, MDPI, vol. 16(1), pages 1-21, January.
    12. Li, Xingguang & Zhang, Jianjun, 2024. "Rural digital credit and residential energy consumption: Evidence from the agricultural production perspective," Energy, Elsevier, vol. 290(C).
    13. Junpeng Li & Wanglin Ma & Pengcheng Wang & Xianghai Meng, 2024. "Farmers’ willingness to transform untreated livestock manure into organic fertilizer: does information technology adoption make a difference?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(2), pages 5025-5045, February.
    14. Wanglin Ma & Hongyun Zheng & Amaka Nnaji, 2023. "Cooperative membership and adoption of green pest control practices: Insights from rice farmers," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 67(3), pages 459-479, July.
    15. Mohamed Abdallah Ali & Mazhar Mughal & Dina Chhorn, 2024. "Empowering women through microcredit in Djibouti," Review of Development Economics, Wiley Blackwell, vol. 28(3), pages 1031-1062, August.
    16. Huma Neupane & Krishna P. Paudel & Qinying He, 2023. "Impact of cooperative membership on market performance of Nepali goat farmers," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 805-830, September.
    17. Wang, Yuyu & Zhao, Zengli & Lu, Chen, 2024. "Does digital inclusive finance increase land rent? Evidence from rural China," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1025-1043.
    18. Wanglin Ma & Huanguang Qiu & Dil Bahadur Rahut, 2023. "Rural development in the digital age: Does information and communication technology adoption contribute to credit access and income growth in rural China?," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1421-1444, August.
    19. Chen, Conghui & Liu, Bing & Wang, Ziyou, 2023. "Can land transfer relax credit constraints? Evidence from China," Economic Modelling, Elsevier, vol. 122(C).
    20. Zhang, Jian & Mishra, Ashok K. & Zheng, Linyi, 2025. "China's new agricultural subsidy and land rental market development: The dual perspective of efficiency and equity," China Economic Review, Elsevier, vol. 92(C).
    21. Yuzhe Zhou & Zehui Wang & Wei Wang & Yulin Wang, 2025. "The Impact of Migrant Workers’ Return Behaviors on Land Transfer-in: Evidence from the China Labor Dynamic Survey," Land, MDPI, vol. 14(4), pages 1-29, April.
    22. Sun, Shengyang & Zhang, Chao & Hu, Ruifa & Liu, Jian, 2023. "Do pesticide retailers’ recommendations aggravate pesticide overuse? Evidence from rural China," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 13(7), pages 1-1.
    23. Shengyang Sun & Chao Zhang & Ruifa Hu & Jian Liu, 2023. "Do Pesticide Retailers’ Recommendations Aggravate Pesticide Overuse? Evidence from Rural China," Agriculture, MDPI, vol. 13(7), pages 1-16, June.
    24. Xiang Li & Hyukku Lee, 2022. "An Analysis on the Determining Factors of Farmers’ Land-Scale Management: Empirical Analysis Based on the Micro-Perspective of Farmers in China," Land, MDPI, vol. 11(8), pages 1-15, August.
    25. Bright O. Asante & Wanglin Ma & Stephen Prah & Omphile Temoso, 2024. "Promoting the adoption of climate-smart agricultural technologies among maize farmers in Ghana: using digital advisory services," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(3), pages 1-24, March.
    26. Fang Wu & Xibao Guo & Xia Guo, 2023. "Cooperative membership and new technology adoption of family farms: Evidence from China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 719-739, September.

  37. Wanglin Ma & Xiaobing Wang, 2020. "Internet Use, Sustainable Agricultural Practices and Rural Incomes: Evidence from China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1087-1112, October.

    Cited by:

    1. Jingru Xiang & Congying Zhang, 2025. "Decoding the “Digital Code” of Happiness: Elaboration Based on Absolute Income and Relative Income," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 178(3), pages 1025-1052, July.
    2. Xingguang Li & Xuexi Huo, 2025. "Impact of ICT adoption on household consumption: evidence from apple growers in China," Electronic Commerce Research, Springer, vol. 25(4), pages 2673-2697, August.
    3. Puneet Vatsa & Junpeng Li & Phong Quoc Luu & Julio Cesar Botero‐R, 2023. "Internet use and consumption diversity: Evidence from rural China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1287-1308, August.
    4. Yan, Aqian & Luo, Xiaofeng & Zhang, Junbiao & Tang, Lin, 2024. "Does internet use promote clean energy use for cooking by women-headed rural households in China?," Utilities Policy, Elsevier, vol. 86(C).
    5. Nguyen, Trung Thanh & Do, Manh Hung & Rahut, Dil & Nguyen, Viet Hung & Chhay, Panharoth, 2023. "The impact of internet use on the performance of agricultural cooperatives in Vietnam," MPRA Paper 117274, University Library of Munich, Germany.
    6. Min Liu & Taiyang Zhong & Xiao Lyu, 2024. "Spatial Spillover Effects of “New Farmers” on Diffusion of Sustainable Agricultural Practices: Evidence from China," Land, MDPI, vol. 13(1), pages 1-25, January.
    7. Liu, Shuang & Jin, Yanhong & Zheng, Fengtian, 2024. "Did product certification and e-commerce benefit agricultural producers in China?," Food Policy, Elsevier, vol. 127(C).
    8. Wanglin Ma & Christopher Gan & Puneet Vatsa & Wei Yang & Hongyun Zheng, 2022. "Factors affecting online shopping frequency: lessons from New Zealand," SN Business & Economics, Springer, vol. 2(6), pages 1-10, June.
    9. Toba Stephen Olasehinde & Zhongan Wu & Siyu Yue & Fangbin Qiao & Yubing Fan, 2026. "Does Payment for Ecosystem Services Improve Technical Efficiency of Forage Production? Evidence From China's Grassland Ecological Compensation Policy," Agricultural Economics, International Association of Agricultural Economists, vol. 57(1), January.
    10. Lili Li & Linyi Zheng & Zhonggen Zhang & Yixiang Song, 2024. "How to trigger and strengthen the positive impact of the internet on the income of farmers in the region? A case from China," Electronic Commerce Research, Springer, vol. 24(2), pages 1407-1433, June.
    11. Wulai Jijue & Junlan Xiang & Xin Yi & Xiaowen Dai & Chenming Tang & Yuying Liu, 2024. "Market Participation and Farmers’ Adoption of Green Control Techniques: Evidence from China," Agriculture, MDPI, vol. 14(7), pages 1-21, July.
    12. Fan Chen & Can Zhang & Wenna Wang & Hong Wei, 2023. "Internet use and higher farmer participation in domestic waste sorting: micro-survey data from 2126 farming households in rural China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
    13. Yunqiu Zhan & Shuwen Yang, 2024. "Does internet use improve employment?——Empirical evidence from China," PLOS ONE, Public Library of Science, vol. 19(4), pages 1-17, April.
    14. Fan Chen & Sheng Shi & Wei Chen, 2025. "Internet Usage and Non-Farm Employment of Rural Labor: Micro-Survey Data from Rural China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 178(3), pages 1081-1102, July.
    15. Oparinde, Lawrence Olusola, 2023. "ICTs Use, Agroforestry Technologies’ Adoption and Crop Farmers’ Welfare: An Empirical Evidence from Southwest, Nigeria," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 15(4), December.
    16. Zhang, Hepei & Ma, Wanglin & Li, Junpeng & Yang, Wei, 2023. "Can citrus farmers earn more from selling online?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1549-1560.
    17. Yunqing Liu & Xiankun Meng & Qianwen He, 2026. "Digital Empowerment and Rural Transformation: How Digital Rural Development Shapes Non‐Agricultural Entrepreneurship in China," Growth and Change, Wiley Blackwell, vol. 57(2), June.
    18. Yiwu Zeng & Baogang Li & Lili Li & Guojun Zhang, 2026. "The drivers and income effect of big data use by e-commerce farmers: evidence from China," Electronic Commerce Research, Springer, vol. 26(1), pages 833-862, February.
    19. Yi Cai & Wene Qi & Famin Yi, 2023. "Smartphone use and willingness to adopt digital pest and disease management: Evidence from litchi growers in rural China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(1), pages 131-147, January.
    20. Wanglin Ma & Puneet Vatsa & Hongyun Zheng & Yanzhi Guo, 2022. "Does online food shopping boost dietary diversity? Application of an endogenous switching model with a count outcome variable," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-19, December.
    21. Fuhong Zhang & Apurbo Sarkar & Hongyu Wang, 2021. "Does Internet and Information Technology Help Farmers to Maximize Profit: A Cross-Sectional Study of Apple Farmers in Shandong, China," Land, MDPI, vol. 10(4), pages 1-18, April.
    22. Li, Xiaokang & Guo, Hongdong & Jin, Songqing & Ma, Wanglin & Zeng, Yiwu, 2021. "Do farmers gain internet dividends from E-commerce adoption? Evidence from China," Food Policy, Elsevier, vol. 101(C).
    23. Adewale Isaac Olutumise & Taiwo Olarotimi Oladayo & Lawrence Olusola Oparinde & Igbekele Amos Ajibefun & Taye Timothy Amos & Yiseyon Sunday Hosu & Idowu Alimi, 2023. "Determinants of Health Management Practices’ Utilization and Its Effect on Poultry Farmers’ Income in Ondo State, Nigeria," Sustainability, MDPI, vol. 15(3), pages 1-21, January.
    24. Bright O. Asante & Wanglin Ma & Stephen Prah & Omphile Temoso, 2024. "Farmers’ adoption of multiple climate-smart agricultural technologies in Ghana: determinants and impacts on maize yields and net farm income," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(2), pages 1-23, February.
    25. Trung Thanh Nguyen & Manh Hung Do & Dil B. Rahut & Viet Hung Nguyen & Panharoth Chhay, 2023. "Female leadership, internet use, and performance of agricultural cooperatives in Vietnam," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 877-903, September.
    26. Shanshan Li & Shengyang Sun & Chao Zhang, 2024. "Internet-Based Information Acquisition, Technical Knowledge and Farmers’ Pesticide Use: Evidence from Rice Production in China," Agriculture, MDPI, vol. 14(9), pages 1-14, August.
    27. Naveen Naveen & Pritha Datta & Bhagirath Behera & Dil Bahadur Rahut, 2024. "Climate-Smart Agriculture in South Asia: exploring practices, determinants, and contribution to Sustainable Development Goals," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(4), pages 1-23, April.
    28. Yang, Qian & Zhu, Yueji, 2025. "The emerging short-form video platforms improve household dietary diversity of rural residents: Evidence from China," Food Policy, Elsevier, vol. 131(C).
    29. Ma, Wanglin & Zheng, Hongyun, 2021. "Impacts of Smartphone Use on Agrochemical Use Among Wheat Farmers in China: A Heterogeneous Analysis," 2021 Conference, August 17-31, 2021, Virtual 314991, International Association of Agricultural Economists.
    30. Rosario Pio Colangione & Vito Amendolagine & Piemichele La Sala, 2026. "Geographical proximity and digitalization: an analysis of productivity spillovers in agri-food sector," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 14(1), pages 1-30, December.
    31. Lv, Xueliang & Xue, Yutong, 2026. "Digital infrastructure development and credit constraints," Finance Research Letters, Elsevier, vol. 92(C).
    32. Kapoor, Shreya & Pal, Barun Deb, 2024. "Impact of adoption of climate smart agriculture practices on farmer's income in semi-arid regions of Karnataka," Agricultural Systems, Elsevier, vol. 221(C).
    33. Ni Zhuo & Baozhi Li & Qibiao Zhu & Chen Ji, 2023. "Smartphone‐based agricultural extension services and farm incomes: Evidence from Zhejiang Province in China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1383-1402, August.
    34. Xin Deng & Yating Zhan & Qian Qiao, 2025. "Improving Farmers’ Pesticide Packaging Waste Recycling Behavior: Using Smartphones to Access the Internet," SAGE Open, , vol. 15(3), pages 21582440251, September.
    35. Adewale Isaac Olutumise, 2023. "Impact of credit on the climate adaptation utilization among food crop farmers in Southwest, Nigeria: application of endogenous treatment Poisson regression model," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 11(1), pages 1-19, December.
    36. Cai, Yi & Sun, Yucheng & Qi, Wene & Yi, Famin, . "Impact of smartphone use on production outsourcing: evidence from litchi farming in southern China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 25(4).
    37. Qiang He & Xin Deng & Chuan Li & Zhongcheng Yan & Yanbin Qi, 2021. "Do Internet Skills Increase Farmers’ Willingness to Participate in Environmental Governance? Evidence from Rural China," Agriculture, MDPI, vol. 11(12), pages 1-18, November.
    38. Wanglin Ma & Andy McKay & Dil B. Rahut & Tetsushi Sonobe, 2023. "An introduction to rural and agricultural development in the digital age," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1273-1286, August.
    39. Thanh‐Tung Nguyen & Trung Thanh Nguyen & Ulrike Grote, 2023. "Internet use and agricultural productivity in rural Vietnam," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1309-1326, August.
    40. Abdul Salami Bah & Yongqiang Wang & Nazir Muhammad Abdullahi & Sintayehu Adissu Maleko & Nomore Nkhoma, 2025. "Does the use of information and communication technologies improve cereal production in Sub‐Saharan Africa? A method of moments quantile regression approach," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 73(3), pages 309-330, September.
    41. Trung Thanh Nguyen & Manh Hung Do, 2022. "Female rural–urban migrants and online marketplaces in emerging economies: Evidence from Thailand and Vietnam," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 9(3), pages 317-342, September.
    42. Bright O. Asante & Kwabena N. Addai & Stephen Prah & Omphile Temoso & John N. Ng'ombe, 2023. "Hand pollination, mass spraying, and hybrid seedlings: Do these technologies affect the welfare of smallholder cocoa farmers in Ghana?," Review of Development Economics, Wiley Blackwell, vol. 27(4), pages 2271-2300, November.
    43. Martinson Ankrah Twumasi & Gloria Essilfie & Bright Senyo Dogbe & Ernest Kwarko Ankrah & Charles Hackman Kwamena Essel, 2024. "Does access to financial services improve nutritional intake among rural residents? Assessing potential action mechanism pathways," Review of Development Economics, Wiley Blackwell, vol. 28(3), pages 1131-1151, August.
    44. Hongyun Zheng & Wanglin Ma & Junpeng Li & Julio Botero, 2023. "Relationship between Internet Use and Negative Affect," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(4), pages 1693-1713, August.
    45. Festus O. Amadu & Daniel C. Miller, 2024. "Food security effects of forest sector participation in rural Liberia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 16(5), pages 1099-1124, October.
    46. Wanglin Ma & Hongyun Zheng, 2022. "Heterogeneous impacts of information technology adoption on pesticide and fertiliser expenditures: Evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(1), pages 72-92, January.
    47. Ningze Yang & Yiwei Wang & Hui Jin & Qi Qi & Yongliang Yang, 2025. "Impacts of Internet Information Literacy on Farmers’ Relative Poverty Vulnerability: Evidence from CGSS Survey Data in China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 178(3), pages 1169-1200, July.
    48. Nguyen, Trung Thanh & Nguyen, Thanh-Tung & Grote, Ulrike, 2022. "Internet use, natural resource extraction and poverty reduction in rural Thailand," Ecological Economics, Elsevier, vol. 196(C).
    49. Houxi Zhou & Xuebiao Zhang & Candi Ge & Jingyi Wang & Xiaolong Sun, 2023. "Does Internet Use Boost the Sustainable Subjective Well-Being of Rural Residents? Evidence from Rural China," Sustainability, MDPI, vol. 15(2), pages 1-16, January.
    50. Qianqian Chen & Chao Zhang & Ruifa Hu & Shengyang Sun, 2022. "Can Information from the Internet Improve Grain Technical Efficiency? New Evidence from Rice Production in China," Agriculture, MDPI, vol. 12(12), pages 1-16, December.
    51. Laurent Cishahayo & Yueji Zhu & Cheng Zhang & Fang Wang, 2024. "Impacts of social capital on climate change adaptations of banana farmers in Southern China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(10), pages 26263-26286, October.
    52. Cuicui Wang & Hua Wang & Chunping Xia & Abdelrahman Ali, 2022. "Does E-commerce participation increase the use intensity of organic fertilizers in fruit production?–Evidence from China," PLOS ONE, Public Library of Science, vol. 17(8), pages 1-19, August.
    53. Zheng, Hongyun & Ma, Wanglin & Wang, Fang & Li, Gucheng, 2021. "Does internet use improve technical efficiency of banana production in China? Evidence from a selectivity-corrected analysis," Food Policy, Elsevier, vol. 102(C).
    54. Khan, Nawab & Ray, Ram L. & Zhang, Shemei & Osabuohien, Evans & Ihtisham, Muhammad, 2022. "Influence of mobile phone and internet technology on income of rural farmers: Evidence from Khyber Pakhtunkhwa Province, Pakistan," Technology in Society, Elsevier, vol. 68(C).
    55. Komatsu, Sho & Nguyen-Phung, Hang Thu, 2025. "The effect of information communication technology on entrepreneurship: Evidence from rural China," AGI Working Paper Series 2025-02, Asian Growth Research Institute.
    56. Nawab Khan & Ram L. Ray & Hazem S. Kassem & Farhat Ullah Khan & Muhammad Ihtisham & Shemei Zhang, 2022. "Does the Adoption of Mobile Internet Technology Promote Wheat Productivity? Evidence from Rural Farmers," Sustainability, MDPI, vol. 14(13), pages 1-15, June.
    57. Wonder Agbenyo & Yuansheng Jiang & Xinxin Jia & Jingyi Wang & Gideon Ntim-Amo & Rahman Dunya & Anthony Siaw & Isaac Asare & Martinson Ankrah Twumasi, 2022. "Does the Adoption of Climate-Smart Agricultural Practices Impact Farmers’ Income? Evidence from Ghana," IJERPH, MDPI, vol. 19(7), pages 1-25, March.
    58. Xian Liang & Hui Xiao & Fangmiao Hou & Xuan Guo & Lishan Li & Longjunjiang Huang, 2024. "Breaking the chains of poverty: examining the influence of smartphone usage on multidimensional poverty in rural settings," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
    59. Nkhoma, Nomore & Chen, Xiaonan, 2026. "Estimating the Returns to Mobile Technology in Smallholder Agriculture: A Double Machine Learning Approach," 2026 Annual Meeting, July 26 - 28, 2026, Kansas City, Missouri 404385, Agricultural and Applied Economics Association.
    60. Amadu, Festus O. & McNamara, Paul E., 2025. "Agricultural stakeholder panels and lead farmer visits: Evidence from Malawi," World Development Perspectives, Elsevier, vol. 39(C).
    61. Yang, Qi & Zhu, Yueji & Liu, Ling & Wang, Fang, 2021. "Land tenure stability and adoption intensity of sustainable agricultural practices: Evidence from banana farmers in China," 2021 Conference, August 17-31, 2021, Virtual 315254, International Association of Agricultural Economists.
    62. John N. Ng'ombe & Thomson H. Kalinda & Kwabena Nyarko Addai & Cynthia Chibebe, 2025. "Does dairy cooperative membership improve food and nutrition security among rural farmers? A micro‐perspective from Zambia," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 96(1), pages 121-148, March.
    63. Zhou Xue & Jieqiong Li & Guangqiao Cao, 2022. "Training and Self-Learning: How to Improve Farmers’ Willingness to Adopt Farmland Conservation Technology? Evidence from Jiangsu Province of China," Land, MDPI, vol. 11(12), pages 1-15, December.
    64. Huan, Meili & Dong, Fengxia, 2023. "Sustainable Agricultural Practices and Crop Yield in China’s Maize Production," 2023 Annual Meeting, July 23-25, Washington D.C. 335656, Agricultural and Applied Economics Association.
    65. Qiao Liang & Kangwei Ma & Wenhao Liu, 2023. "The role of farmer cooperatives in promoting environmentally sustainable agricultural development in China: A review," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 741-759, September.
    66. Junpeng Li & Puneet Vatsa & Wanglin Ma & Phong Quoc Luu, 2025. "Promoting sustainable agri‐food production to achieve food and nutrition security: The role of soil conservation practices," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(1), pages 59-79, January.
    67. Wenjing Zhong & Beibei Xue & Dan Li, 2025. "The dark side of internet usage in farmers’ adoption of green prevention and control technology," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(8), pages 19779-19797, August.
    68. Wanglin Ma & Awal Abdul‐Rahaman & Gazali Issahaku, 2023. "Welfare implications of participating in agri‐value chains among vegetable farmers in Northern Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 793-811, July.
    69. Edinam Dope Setsoafia & Wanglin Ma & Alan Renwick, 2022. "Effects of sustainable agricultural practices on farm income and food security in northern Ghana," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-15, December.
    70. Zhang, Jian & Wang, Dongqiang & Ji, Ming & Yu, Kuo & Qi, Mosha & Wang, Hui, 2024. "Digital literacy, relative poverty, and common prosperity for rural households," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    71. Nguyen Thi Thu Hien & Ho Thanh Tam & Koji Shimada & Hoang Ha Anh & Nguyen Van Cuong & Le Cong Tru, 2026. "Impact of Sustainable Agricultural Practices on Labor Use Among Rice Farmers in the Mekong Delta of Vietnam," Agribusiness, John Wiley & Sons, Ltd., vol. 42(2), pages 845-861, April.
    72. Trung Thanh Nguyen & Manh Hung Do, 2022. "Female migrants and online market participation in rural Southeast Asia," TVSEP Working Papers wp-026, Leibniz Universitaet Hannover, Institute for Environmental Economics and World Trade, Project TVSEP.

  38. Topan, E. & Eruguz, A.S. & Ma, W. & van der Heijden, M.C. & Dekker, R., 2020. "A review of operational spare parts service logistics in service control towers," European Journal of Operational Research, Elsevier, vol. 282(2), pages 401-414.

    Cited by:

    1. Kouki, Chaaben & Drent, Melvin & Babai, M. Zied & Drent, Collin, 2025. "Dedicated maintenance and repair shop control for spare parts networks," Other publications TiSEM 8609700c-5ae3-4e17-b2f8-f, Tilburg University, School of Economics and Management.
    2. Ma, Weina & Hekimoğlu, Mustafa & Dekker, Rommert, 2023. "Admission control for a capacitated supply system with real-time replenishment information," International Journal of Production Economics, Elsevier, vol. 266(C).
    3. Kevin Geevers & Lotte Hezewijk & Martijn R. K. Mes, 2024. "Multi-echelon inventory optimization using deep reinforcement learning," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 32(3), pages 653-683, September.
    4. Pinçe, Çerağ & Turrini, Laura & Meissner, Joern, 2021. "Intermittent demand forecasting for spare parts: A Critical review," Omega, Elsevier, vol. 105(C).
    5. da Costa, Paulo & Verleijsdonk, Peter & Voorberg, Simon & Akcay, Alp & Kapodistria, Stella & van Jaarsveld, Willem & Zhang, Yingqian, 2023. "Policies for the dynamic traveling maintainer problem with alerts," European Journal of Operational Research, Elsevier, vol. 305(3), pages 1141-1152.
    6. Dursun, İpek & Grishina, Anastasiia & Akcay, Alp & van Houtum, Geert-Jan, 2024. "Spare parts recommendation for corrective maintenance of capital goods considering demand dependency," European Journal of Operational Research, Elsevier, vol. 318(1), pages 71-86.
    7. Voorberg, S. & van Jaarsveld, W. & Eshuis, R. & van Houtum, G.J., 2023. "Information acquisition for service contract quotations made by repair shops," European Journal of Operational Research, Elsevier, vol. 305(3), pages 1166-1177.
    8. Topan, E. & van der Heijden, M.C., 2020. "Operational level planning of a multi-item two-echelon spare parts inventory system with reactive and proactive interventions," European Journal of Operational Research, Elsevier, vol. 284(1), pages 164-175.
    9. Gerrits, B. & Topan, E. & van der Heijden, M.C., 2022. "Operational planning in service control towers – heuristics and case study," European Journal of Operational Research, Elsevier, vol. 302(3), pages 983-998.
    10. Cai, Yue & Teunter, Ruud H. & de Jonge, Bram, 2023. "A data-driven approach for condition-based maintenance optimization," European Journal of Operational Research, Elsevier, vol. 311(2), pages 730-738.
    11. Rogier Harmelink & Engin Topan & Jos van Hillegersberg, 2025. "The service control tower: dilemmas, decisions and a reference architecture for maintenance of (high-value) assets," Information Systems and e-Business Management, Springer, vol. 23(4), pages 931-969, December.
    12. Cavalcante, Cristiano A.V. & Lopes, Rodrigo S. & Scarf, Philip A., 2021. "Inspection and replacement policy with a fixed periodic schedule," Reliability Engineering and System Safety, Elsevier, vol. 208(C).
    13. Dwight, Richard & Li, Wenxu & van Rooij, Frits & Scarf, Phil, 2026. "Maintenance planning using a digital twin: principles and case studies," Reliability Engineering and System Safety, Elsevier, vol. 265(PA).

  39. Xiaoshi Zhou & Wanglin Ma & Gucheng Li & Huanguang Qiu, 2020. "Farm machinery use and maize yields in China: an analysis accounting for selection bias and heterogeneity," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1282-1307, October.

    Cited by:

    1. Zhou, Xiaoshi & Ma, Wanglin, 2021. "Effects of Agricultural Mechanization on Land Productivity: Evidence from China," 2021 Conference, August 17-31, 2021, Virtual 315143, International Association of Agricultural Economists.
    2. Xin Wang & Yanping Song & Wei Huang, 2026. "The effects of agricultural machinery services and land fragmentation on farmers' straw returning behavior," Agribusiness, John Wiley & Sons, Ltd., vol. 42(1), pages 104-126, January.
    3. Adane Tufa & Arega Alene & Hambulo Ngoma & Paswel Marenya & Julius Manda & Md Abdul Matin & Christian Thierfelder & David Chikoye, 2024. "Willingness to pay for agricultural mechanization services by smallholder farmers in Malawi," Agribusiness, John Wiley & Sons, Ltd., vol. 40(1), pages 248-276, January.
    4. Zou, Baoling & Mishra, Ashok K., 2024. "Modernizing Smallholder Agriculture and Achieving Food Security: An Exploration in Machinery Services and Labor Reallocation in China," IZA Discussion Papers 17008, IZA Network @ LISER.
    5. Malan Huang & Linlin Zeng & Chujie Liu & Xiaoyun Li & Hongling Wang, 2022. "Research on the Eco-Efficiency of Rice Production and Its Improvement Path: A Case Study from China," IJERPH, MDPI, vol. 19(14), pages 1-20, July.
    6. Ma, Wanglin & Zhou, Xiaoshi & Boansi, David & Horlu, Godwin Seyram Agbemavor & Owusu, Victor, 2024. "Adoption and intensity of agricultural mechanization and their impact on non-farm employment of rural women," World Development, Elsevier, vol. 173(C).
    7. Wang, Lulu & Lyu, Jie & Wang, Shanshan & Zhang, Junyan, 2025. "Unveiling the influence of agricultural mechanization on greenhouse gas emission intensity: Insights from China using causal machine learning model," Agricultural Systems, Elsevier, vol. 226(C).
    8. Jiaojiao Ding & Amin Mugera & Xia Zhao, 2026. "Outsourcing Fertilizer Mechanization Services to Different Types of Service Providers: Assessing the Impact on Fertilizer Application for Wheat Producers in China," Agribusiness, John Wiley & Sons, Ltd., vol. 42(2), pages 460-472, April.
    9. Wanglin Ma & Hongyun Zheng & Yueji Zhu & Jianling Qi, 2022. "Effects of cooperative membership on financial performance of banana farmers in China: A heterogeneous analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(1), pages 5-27, March.
    10. Xiance Sang & Wanglin Ma & Aya Suzuki & Hepei Zhang, 2026. "Access to Credit and Mechanisation Service Expenditure: An Analysis Considering Access, Sources, Purposes and Amounts of Credit," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 70(1), pages 112-131, January.
    11. Ma, Wanglin & Zheng, Hongyun, 2021. "Impacts of Smartphone Use on Agrochemical Use Among Wheat Farmers in China: A Heterogeneous Analysis," 2021 Conference, August 17-31, 2021, Virtual 314991, International Association of Agricultural Economists.
    12. Hongyun Zheng & Wanglin Ma & Gucheng Li, 2021. "Adoption of organic soil amendments and its impact on farm performance: evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 65(2), pages 367-390, April.
    13. Xiuhao Quan & Reiner Doluschitz, 2021. "Factors Influencing the Adoption of Agricultural Machinery by Chinese Maize Farmers," Agriculture, MDPI, vol. 11(11), pages 1-11, November.
    14. Xi Yu & Xiyang Yin & Yuying Liu & Dongmei Li, 2021. "Do Agricultural Machinery Services Facilitate Land Transfer? Evidence from Rice Farmers in Sichuan Province, China," Land, MDPI, vol. 10(5), pages 1-14, April.
    15. Abbas Ali Chandio & Yasir A. Nasereldin & Dao Le Trang Anh & Yashuang Tang & Ghulam Raza Sargani & Huaquan Zhang, 2022. "The Impact of Technological Progress and Climate Change on Food Crop Production: Evidence from Sichuan—China," IJERPH, MDPI, vol. 19(16), pages 1-18, August.
    16. Tao Chen & Muhammad Rizwan & Azhar Abbas, 2022. "Exploring the Role of Agricultural Services in Production Efficiency in Chinese Agriculture: A Case of the Socialized Agricultural Service System," Land, MDPI, vol. 11(3), pages 1-18, February.
    17. Xiang Li & Xiaoqin Guo, 2023. "Can Policy Promote Agricultural Service Outsourcing? Quasi-Natural Experimental Evidence from China," Sustainability, MDPI, vol. 15(2), pages 1-18, January.
    18. Wanglin Ma & Hongyun Zheng, 2022. "Heterogeneous impacts of information technology adoption on pesticide and fertiliser expenditures: Evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(1), pages 72-92, January.
    19. Qian, Long & Lu, Hua & Gao, Qiang & Lu, Hualiang, 2022. "Household-owned farm machinery vs. outsourced machinery services: The impact of agricultural mechanization on the land leasing behavior of relatively large-scale farmers in China," Land Use Policy, Elsevier, vol. 115(C).
    20. Yue Li & Yingzhi Xu, 2026. "How China's agribusiness achieves reciprocal symbiosis with farmers? A comparative analysis of the investment sector," Agribusiness, John Wiley & Sons, Ltd., vol. 42(1), pages 400-421, January.
    21. Junying Lin & Songqing Jin & Hongdong Guo, 2023. "Do outsourcing services provided by agricultural cooperatives affect technical efficiency? Insights from tobacco farmers in China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 781-804, September.
    22. Nabeel Zahid, 2024. "Unlocking Agricultural Modernization: Economic Factors Shaping Maize Farmers' Adoption of Outsourced Services," International Journal of Agriculture & Sustainable Development, 50sea, vol. 6(1), pages 52-61, March.
    23. Yingzheng Yan & Liupeng Chen & Ziwei Zhou & Yuanzhu Wei, 2025. "Digital financial inclusion and agricultural modernization development in China—a study based on the perspective of agricultural mechanization services," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-11, December.
    24. Xi Chen & Jiaxin Zhang & Mengke Peng & Chenyang Shuai & Bu Zhao, 2026. "Decoupling agricultural resource inputs from agricultural economic development in China: a spatial–temporal analysis (2006–2021)," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 28(1), pages 2411-2435, January.
    25. Zheng, Hongyun & Ma, Wanglin & Wang, Fang & Li, Gucheng, 2021. "Does internet use improve technical efficiency of banana production in China? Evidence from a selectivity-corrected analysis," Food Policy, Elsevier, vol. 102(C).
    26. Meng, Meng & Zhang, Wuke & Zhu, Xi & Shi, Qinghua, 2024. "Agricultural mechanization and rural worker mobility: Evidence from the Agricultural Machinery Purchase Subsidies programme in China," Economic Modelling, Elsevier, vol. 139(C).
    27. Zhang, Jian & Mishra, Ashok K. & Koppenberg, Maximilian & Zheng, Linyi, 2025. "Commercial Orientation and Productivity: The Role of Land Markets in Rural China," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 360674, Agricultural and Applied Economics Association.
    28. Zhang, Siqi & Cai, Rong & Wang, Shujuan, 2025. "Impact of public investment on agricultural productivity growth: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 1442-1455.
    29. Cai, Rong & Zhao, Hairan & Ma, Jie, 2025. "Reducing fertilizer overuse via mechanized fertilization in China: Is outsourcing more effective?," China Economic Review, Elsevier, vol. 93(C).
    30. Junpeng Li & Puneet Vatsa & Wanglin Ma & Phong Quoc Luu, 2025. "Promoting sustainable agri‐food production to achieve food and nutrition security: The role of soil conservation practices," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(1), pages 59-79, January.
    31. Guo, Shibo & Zhang, Zhentao & Guo, Erjing & Fu, Zhenzhen & Gong, Jingjin & Yang, Xiaoguang, 2022. "Historical and projected impacts of climate change and technology on soybean yield in China," Agricultural Systems, Elsevier, vol. 203(C).

  40. Zhu, Zhongkun & Ma, Wanglin & Sousa-Poza, Alfonso & Leng, Chenxin, 2020. "The effect of internet usage on perceptions of social fairness: Evidence from rural China," China Economic Review, Elsevier, vol. 62(C).

    Cited by:

    1. Liu, Chun & Liu, Hao & Zhang, Huiping & Yuan, Qin, 2023. "The impact of internet use on the perceptions of class boundaries and life trajectories: A report from a representative survey in China," Telecommunications Policy, Elsevier, vol. 47(10).
    2. Jingru Xiang & Congying Zhang, 2025. "Decoding the “Digital Code” of Happiness: Elaboration Based on Absolute Income and Relative Income," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 178(3), pages 1025-1052, July.
    3. Yong Xie & Lin Wu & Bo Liu, 2022. "Rationalism or Intuitionism: How Does Internet Use Affect the Perceptions of Social Fairness among Middle-Aged Groups in China?," IJERPH, MDPI, vol. 19(16), pages 1-17, August.
    4. Puneet Vatsa & Junpeng Li & Phong Quoc Luu & Julio Cesar Botero‐R, 2023. "Internet use and consumption diversity: Evidence from rural China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1287-1308, August.
    5. Vatsa, Puneet & Ma, Wanglin & Zheng, Hongyun & Li, Junpeng, 2023. "Climate-smart agricultural practices for promoting sustainable agrifood production: Yield impacts and implications for food security," Food Policy, Elsevier, vol. 121(C).
    6. Kunxi Nie & Yueji Zhu, 2025. "Internet access, female’s non-farm employment, and income effects: insights from China," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 13(1), pages 1-29, December.
    7. Yunqiu Zhan & Shuwen Yang, 2024. "Does internet use improve employment?——Empirical evidence from China," PLOS ONE, Public Library of Science, vol. 19(4), pages 1-17, April.
    8. Li, Junpeng & Ma, Wanglin & Gong, Binlei, 2023. "Market participation and subjective well-being of maize farmers," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 941-960.
    9. Xi Yu & Walliams Ali & Dongmei Li, 2025. "Agricultural Social Services and Land Transfer: A Multidimensional Analysis of Impacts on Land Allocation," Land, MDPI, vol. 14(4), pages 1-17, April.
    10. Haoyu Hu & Xiaohao Feng & Dawei Feng, 2026. "Does self-employment mitigate the perceived discrimination? Evidence from Chinese migrant workers," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 13(1), pages 1-16, December.
    11. Yi Cui & Thomas Glauben & Wei Si & Qiran Zhao, 2023. "The effect of Internet usage on dietary quality: Evidence from rural China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(S1), pages 1478-1494, December.
    12. Zheng Liu, 2025. "Internet Use and Perceptions of Social Fairness in China: The Mediating Role of Social Trust and Urban-Rural Heterogeneity," SAGE Open, , vol. 15(4), pages 21582440251, December.
    13. Zhang, Jiaping & Zhang, Huirong & Gong, Xiaomei, 2022. "Mobile payment and rural household consumption: Evidence from China," Telecommunications Policy, Elsevier, vol. 46(3).
    14. Yang, Qian & Zhu, Yueji, 2025. "The emerging short-form video platforms improve household dietary diversity of rural residents: Evidence from China," Food Policy, Elsevier, vol. 131(C).
    15. Yang, Wei & Vatsa, Puneet & Ma, Wanglin & Zheng, Hongyun, 2023. "Does mobile payment adoption really increase online shopping expenditure in China: A gender-differential analysis," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 99-110.
    16. Ma, Shuang & Mu, Ren, 2025. "Digital Roots or Digital Routes? Broadband Expansion and the Rural-Urban Migration in China," IZA Discussion Papers 17752, IZA Network @ LISER.
    17. Wanglin Ma & Puneet Vatsa & Hongyun Zheng & Emmanuel Donkor & Victor Owusu, 2023. "Does Adoption of Information and Communication Technology Reduce Objective and Subjective Well-Being Inequality? Evidence from China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 55-77, September.
    18. Xin Deng & Yating Zhan & Qian Qiao, 2025. "Improving Farmers’ Pesticide Packaging Waste Recycling Behavior: Using Smartphones to Access the Internet," SAGE Open, , vol. 15(3), pages 21582440251, September.
    19. Meng Du & Yanshun Huang & Hai Dong & Xiangjun Zhou & Yipan Wang, 2022. "The measurement, sources of variation, and factors influencing the coupled and coordinated development of rural revitalization and digital economy in China," PLOS ONE, Public Library of Science, vol. 17(11), pages 1-29, November.
    20. Shao, Qinglong & Kostka, Genia, 2023. "The COVID-19 pandemic and deepening digital inequalities in China," Telecommunications Policy, Elsevier, vol. 47(10).
    21. Jing Zhao & Zhijie Zou & Jianfei Chen & Yujia Chen & Wanfa Lin & Xianbo Pei & Enjing Li & Yajing Dong & Xiaoli Chen, 2024. "Offline social capital, online social capital, and fertility intentions: evidence from China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.
    22. Hongyun Zheng & Wanglin Ma & Junpeng Li & Julio Botero, 2023. "Relationship between Internet Use and Negative Affect," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(4), pages 1693-1713, August.
    23. Yating Ding & Lin Wu, 2025. "What influences the perception of fairness in urban and rural China? An analysis using machine learning," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-14, December.
    24. Xiaofan Zuo & Zhisheng Hong, 2022. "The Impact of Internet Use on Perception of the Poor–Rich Gap: Empirical Evidence from China," Sustainability, MDPI, vol. 14(6), pages 1-18, March.
    25. Li, Peng & Li, Qinghai & Du, Shanxing, 2024. "Does digital literacy help residents avoid becoming victims of frauds? Empirical evidence based on a survey of residents in six provinces of east China," International Review of Economics & Finance, Elsevier, vol. 91(C), pages 364-377.
    26. Hongyun Zheng & Wanglin Ma, 2022. "Scan the QR Code of Happiness: Can Mobile Payment Adoption Make People Happier?," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(4), pages 2299-2310, August.
    27. Zhongkun Zhu & Wanglin Ma & Chenxin Leng, 2022. "ICT Adoption, Individual Income and Psychological Health of Rural Farmers in China," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(1), pages 71-91, February.
    28. Shuchao Miao & Youshuai Feng, 2025. "The Impact of Housing Prices on an Individual’s Perception of Social Safety: Evidence from Urban China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 176(1), pages 107-132, January.
    29. Zhang, Qian & Guo, Lian & Chen, Diqiang & Lei, Shini, 2025. "Does mobile access to the internet increase household financial literacy?," International Review of Financial Analysis, Elsevier, vol. 98(C).
    30. Cui, Yi & Zhao, Qiran & Glauben, Thomas & Si, Wei, 2024. "The impact of Internet access on household dietary quality: Evidence from rural China," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 23(2), pages 374-383.
    31. Moh Shadiqur Rahman & Wanglin Ma & Hery Toiba & Agus Widarjono, 2025. "Healthy Diet Choices: Does Internet Use Help Promote Healthy Food Consumption in Indonesia?," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 33(4), pages 831-843, October.
    32. Luo, Shiyue & Yu, Mengyao & Dong, Yilan & Hao, Yu & Li, Changping & Wu, Haitao, 2024. "Toward urban high-quality development: Evidence from more intelligent Chinese cities," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    33. Zheng, Hongyun & Ma, Wanglin & Wang, Fang & Li, Gucheng, 2021. "Does internet use improve technical efficiency of banana production in China? Evidence from a selectivity-corrected analysis," Food Policy, Elsevier, vol. 102(C).
    34. Luo, Yuke & Liu, Shiyuan & Zhang, Yang & Zeng, Miao & Zhao, Dandi, 2025. "Digital pathways to resilience: Assessing the impact of digitalization on agricultural production resilience in China," China Economic Review, Elsevier, vol. 90(C).
    35. Jiaping Zhang & Xiaomei Gong & Zhongkun Zhu & Zhenyu Zhang, 2023. "Trust cost of environmental risk to government: the impact of Internet use," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(6), pages 5363-5392, June.
    36. Wanglin Ma & Huanguang Qiu & Dil Bahadur Rahut, 2023. "Rural development in the digital age: Does information and communication technology adoption contribute to credit access and income growth in rural China?," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1421-1444, August.
    37. Liang, Wanqi & Li, Wenying, 2023. "Impact of internet usage on the subjective well-being of urban and rural households: Evidence from Vietnam," Telecommunications Policy, Elsevier, vol. 47(3).
    38. Ren, Ting & Liu, Xin & Ding, Jinqiong, 2023. "Intergenerational dynamics of digital transformation in family firms," Technology in Society, Elsevier, vol. 74(C).
    39. Junpeng Li & Puneet Vatsa & Wanglin Ma & Phong Quoc Luu, 2025. "Promoting sustainable agri‐food production to achieve food and nutrition security: The role of soil conservation practices," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(1), pages 59-79, January.

  41. Chenxin Leng & Wanglin Ma & Jianjun Tang & Zhongkun Zhu, 2020. "ICT adoption and income diversification among rural households in China," Applied Economics, Taylor & Francis Journals, vol. 52(33), pages 3614-3628, June.

    Cited by:

    1. Xingguang Li & Xuexi Huo, 2025. "Impact of ICT adoption on household consumption: evidence from apple growers in China," Electronic Commerce Research, Springer, vol. 25(4), pages 2673-2697, August.
    2. Wenmei Liao & Jiawei Wang & Ying Lin & Yao Wang, 2021. "Chronic Illness and Income Diversification in Rural China," IJERPH, MDPI, vol. 18(7), pages 1-15, March.
    3. Zhen Zhong & Yiming Zhang & Jian Zhang & Mingming Su, 2025. "How information and communication technologies contribute to rural tourism resilience: evidence from China," Electronic Commerce Research, Springer, vol. 25(6), pages 4559-4594, December.
    4. Yuanyuan Kou & Huiying Chen & Kai Liu & Huajie Xu, 2023. "Multinational Corporations and Technological Innovation Development of China’s High-Tech Industries: A Heterogeneity-Based Threshold Effect Analysis," Sustainability, MDPI, vol. 15(9), pages 1-19, April.
    5. Puneet Vatsa & Junpeng Li & Phong Quoc Luu & Julio Cesar Botero‐R, 2023. "Internet use and consumption diversity: Evidence from rural China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1287-1308, August.
    6. Shi, Zheng, 2023. "The impact of regional ICT development on job quality of the employee in China," Telecommunications Policy, Elsevier, vol. 47(6).
    7. Lili Li & Yiwu Zeng & Zi Ye & Hongdong Guo, 2021. "E‐commerce development and urban‐rural income gap: Evidence from Zhejiang Province, China," Papers in Regional Science, Wiley Blackwell, vol. 100(2), pages 475-494, April.
    8. Fan Chen & Can Zhang & Wenna Wang & Hong Wei, 2023. "Internet use and higher farmer participation in domestic waste sorting: micro-survey data from 2126 farming households in rural China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
    9. Kunxi Nie & Yueji Zhu, 2025. "Internet access, female’s non-farm employment, and income effects: insights from China," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 13(1), pages 1-29, December.
    10. Oparinde, Lawrence Olusola, 2023. "ICTs Use, Agroforestry Technologies’ Adoption and Crop Farmers’ Welfare: An Empirical Evidence from Southwest, Nigeria," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 15(4), December.
    11. Zhu, Huanyu & Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun, 2023. "Clean energy use and subjective and objective health outcomes in rural China," Energy Policy, Elsevier, vol. 183(C).
    12. Anthony Siaw & Yuansheng Jiang & Martinson Ankrah Twumasi & Wonder Agbenyo, 2020. "The Impact of Internet Use on Income: The Case of Rural Ghana," Sustainability, MDPI, vol. 12(8), pages 1-16, April.
    13. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun & Rahut, Dil Bahadur, 2022. "Nonfarm employment and consumption diversification in rural China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 582-598.
    14. Haibo Lei & Qin Su, 2023. "Does the Use of Digital Finance Affect Household Farmland Transfer-Out?," Sustainability, MDPI, vol. 15(16), pages 1-18, August.
    15. Qiubo Zhu & Mariska van der Voort & Guangcheng Ren & Junfei Bai, 2023. "Impact of information and communication technologies on fertilizer and pesticide use efficiency of China's grain production," Review of Development Economics, Wiley Blackwell, vol. 27(4), pages 2331-2356, November.
    16. Martinson Ankrah Twumasi & Dennis Asante & Jesse Nuamah Brako & Zhao Ding & Yuansheng Jiang, 2023. "The Relationship between Chronic Non-Communicable Diseases of Fish Farm Household Members and Production Efficiency: The Case of Ghana," IJERPH, MDPI, vol. 20(5), pages 1-13, February.
    17. Yi Cai & Wene Qi & Famin Yi, 2023. "Smartphone use and willingness to adopt digital pest and disease management: Evidence from litchi growers in rural China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(1), pages 131-147, January.
    18. Wanglin Ma & Puneet Vatsa & Hongyun Zheng & Yanzhi Guo, 2022. "Does online food shopping boost dietary diversity? Application of an endogenous switching model with a count outcome variable," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-19, December.
    19. Zhu, Zhongkun & Ma, Wanglin & Sousa-Poza, Alfonso & Leng, Chenxin, 2020. "The effect of internet usage on perceptions of social fairness: Evidence from rural China," China Economic Review, Elsevier, vol. 62(C).
    20. Melga Meta Ntsoane & Jorine Tafadzwa Ndoro & Ntombovuyo Wayi-Mgwebi, 2025. "Multivariate Probit Model Analysis of the Factors Influencing Smallholder Farmers’ Choice of ICT Tools: A Case Study of Mpumalanga, South Africa," Agriculture, MDPI, vol. 15(17), pages 1-26, August.
    21. Godwin Seyram Agbemavor Horlu, 2025. "Impacts of crop and income diversification on poverty and inequality among rural farm households in Ghana," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(6), pages 13659-13687, June.
    22. Yan, Hong & Yi, Xing & Jiang, Jiachen & Bai, Caiquan, 2024. "Can information technology construction alleviate household energy poverty? Empirical evidence from the “broadband China” Pilot Policy," Energy Policy, Elsevier, vol. 185(C).
    23. Fang, Lan & Quan, Yurong & Mao, Hui & Chen, Shaojian, 2022. "The Information Communication Technology and Off-farm Employment of Rural Laborers: An Analysis Based on the Micro Data of China Family Panel Studies," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322088, Agricultural and Applied Economics Association.
    24. Oluwarotimi Ayokunnu Owolabi & Adedayo Oluseun Adedeji & Busayo Aderounmu & Asa-Ruth Oboko Oku & Toun Ogunbiyi, 2023. "Do Information and Communications Technology (ICT) and financial development contribute to economic diversification? Evidence from sub-Saharan Africa," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 12(1), pages 1-18, December.
    25. Kiros Tsegay & Hongzhong Fan & Hailay Shifare & Priyangani Adikari, 2021. "The role of small town in household livelihood diversification in Ethiopia rural areas," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 10(7), pages 230-241, October.
    26. Wanglin Ma & Puneet Vatsa & Hongyun Zheng & Emmanuel Donkor & Victor Owusu, 2023. "Does Adoption of Information and Communication Technology Reduce Objective and Subjective Well-Being Inequality? Evidence from China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 55-77, September.
    27. Lin, Yang & Hu, Ruifa & Zhang, Chao & Chen, Kevin, 2022. "The role of public agricultural extension services in driving fertilizer use in rice production in China," Ecological Economics, Elsevier, vol. 200(C).
    28. Baldwin, Katherine L. & Miller, Noah & Todd, Jessica E., 2026. "Risk Management Practices on U.S. Farms and Ranches, 1996–2020," Economic Information Bulletin 396453, United States Department of Agriculture, Economic Research Service.
    29. Danyang Li & Daizo Kojima & Laping Wu & Mitsuyoshi Ando, 2024. "Impact of rural households' digital ability on their production efficiency in China," Agribusiness, John Wiley & Sons, Ltd., vol. 40(1), pages 139-160, January.
    30. Ayat Ullah & Shahab E. Saqib & Harald Kächele, 2022. "Determinants of Farmers’ Awareness and Adoption of Extension Recommended Wheat Varieties in the Rainfed Areas of Pakistan," Sustainability, MDPI, vol. 14(6), pages 1-18, March.
    31. Ni Zhuo & Baozhi Li & Qibiao Zhu & Chen Ji, 2023. "Smartphone‐based agricultural extension services and farm incomes: Evidence from Zhejiang Province in China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1383-1402, August.
    32. Zhou, Xiaoshi & Vatsa, Puneet & Ma, Wanglin, 2023. "Impact of internet use on value and diversity of risky financial asset portfolios," The Quarterly Review of Economics and Finance, Elsevier, vol. 89(C), pages 188-193.
    33. Xin Deng & Yating Zhan & Qian Qiao, 2025. "Improving Farmers’ Pesticide Packaging Waste Recycling Behavior: Using Smartphones to Access the Internet," SAGE Open, , vol. 15(3), pages 21582440251, September.
    34. Cai, Yi & Sun, Yucheng & Qi, Wene & Yi, Famin, . "Impact of smartphone use on production outsourcing: evidence from litchi farming in southern China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 25(4).
    35. Wanglin Ma & Andy McKay & Dil B. Rahut & Tetsushi Sonobe, 2023. "An introduction to rural and agricultural development in the digital age," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1273-1286, August.
    36. Xilong Jiang & Guanyi Yin & Yi Lou & Shuai Xie & Wei Wei, 2021. "The Impact of Transformation of Farmers’ Livelihood on the Increasing Labor Costs of Grain Plantation in China," Sustainability, MDPI, vol. 13(21), pages 1-18, October.
    37. Zhao, Chunkai & Wu, Yaqian & Guo, Jianhao, 2022. "Mobile payment and Chinese rural household consumption," China Economic Review, Elsevier, vol. 71(C).
    38. Martinson Ankrah Twumasi & Abbas Ali Chandio & Ghulam Raza Sargani & Isaac Asare & Huaquan Zhang, 2022. "Off-Farm Employment and Agricultural Credit Fungibility Nexus in Rural Ghana," Sustainability, MDPI, vol. 14(15), pages 1-15, July.
    39. Xiaoxia Li, 2022. "Research on the Development Level of Rural E-Commerce in China Based on Analytic Hierarchy and Systematic Clustering Method," Sustainability, MDPI, vol. 14(14), pages 1-18, July.
    40. Martinson Ankrah Twumasi & Hongyun Zheng & Love Offeibea Asiedu-Ayeh & Anthony Siaw & Yuansheng Jiang, 2023. "Access to Financial Services and Its Impact on Household Income: Evidence from Rural Ghana," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 35(4), pages 869-890, August.
    41. Adams, Samuel & Akobeng, Eric, 2021. "ICT, governance and inequality in Africa," Telecommunications Policy, Elsevier, vol. 45(10).
    42. Li, Xitong & He, Peiming & Liao, Honglin & Liu, Jindan & Chen, Litai, 2024. "Does network infrastructure construction reduce urban–rural income inequality? Based on the “Broadband China” policy," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    43. Muhammad Suhrab & Chen Pinglu & Ningyu Qian, 2024. "Equality in the digital age: leveraging technological innovation for fostering access to financial services," SN Business & Economics, Springer, vol. 4(12), pages 1-35, December.
    44. Zhongkun Zhu & Wanglin Ma & Chenxin Leng, 2022. "ICT adoption and tourism consumption among rural residents in China," Tourism Economics, , vol. 28(6), pages 1669-1675, September.
    45. David Roland-Holst & Kamalbek Karymshakov & Burulcha Sulaimanova & Kadyrbek Sultakeev, 2022. "ICT, Online Search Behavior, and Remittances: Evidence from the Kyrgyz Republic," ADBI Working Papers 1348, Asian Development Bank Institute.
    46. Martinson Ankrah Twumasi & Yuansheng Jiang & Bismark Addai & Zhao Ding & Abbas Ali Chandio & Prince Fosu & Dennis Asante & Anthony Siaw & Frank Osei Danquah & Bright Asiamah Korankye & Gideon Ntim-Amo, 2021. "The Impact of Cooperative Membership on Fish Farm Households’ Income: The Case of Ghana," Sustainability, MDPI, vol. 13(3), pages 1-16, January.
    47. Godwin Myovella & Mugure Wambura, 2026. "The role of information and communication technologies in shaping employment dynamics: insights from Tanzania," SN Business & Economics, Springer, vol. 6(4), pages 1-27, April.
    48. Danyang Li & Daizo Kojima & Laping Wu & Mitsuyoshi Ando, 2023. "Digital Ability and Livelihood Diversification in Rural China," Sustainability, MDPI, vol. 15(16), pages 1-14, August.
    49. Zhongkun Zhu & Wanglin Ma & Chenxin Leng, 2022. "ICT Adoption, Individual Income and Psychological Health of Rural Farmers in China," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(1), pages 71-91, February.
    50. Ren, Zhong & Shahbaz, Muhammad & Zhong, Kaiyang, 2025. "Social networks, Internet use, and farmers' participation in clean heating," Energy, Elsevier, vol. 320(C).
    51. Chen, Feifei & Qiu, Huanguang & Zhao, Yilin & Wei, Xun & Wan, Xiangyuan, 2024. "Impact of new maize variety adoption on yield and fertilizer input in China: Implications for sustainable food and agriculture," Agricultural Systems, Elsevier, vol. 218(C).
    52. Davidmac O. Ekeocha & Jonathan E. Ogbuabor & Anthony Orji, 2022. "Public infrastructural development and economic performance in Africa: a new evidence from panel data analysis," Economic Change and Restructuring, Springer, vol. 55(2), pages 931-950, May.
    53. Jung, Suhyun & Rogers, Martha, 2024. "Mobile phone adoption, deforestation, and agricultural land use in Uganda," World Development, Elsevier, vol. 179(C).
    54. Houxi Zhou & Xuebiao Zhang & Candi Ge & Jingyi Wang & Xiaolong Sun, 2023. "Does Internet Use Boost the Sustainable Subjective Well-Being of Rural Residents? Evidence from Rural China," Sustainability, MDPI, vol. 15(2), pages 1-16, January.
    55. Long Yang & Haiyang Lu & Sangui Wang & Meng Li, 2021. "Mobile Internet Use and Multidimensional Poverty: Evidence from A Household Survey in Rural China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(3), pages 1065-1086, December.
    56. Svenja Fluhrer & Kati Kraehnert, 2024. "Mobile phone network expansion and agricultural income: A panel study," Agricultural Economics, International Association of Agricultural Economists, vol. 55(1), pages 54-85, January.
    57. Dela Maria Ardianti & Djoni Hartono & Putu Angga Widyastaman, 2023. "Offline and hungry: the effect of internet use on the food insecurity of Indonesian agricultural households," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 11(1), pages 1-18, December.
    58. Ying Dong & Weijie Luo & Xiaoge Zhang, 2024. "Information and communication technology diffusion and the urban–rural income gap in China," Pacific Economic Review, Wiley Blackwell, vol. 29(2), pages 159-186, May.
    59. Brice Kamguia & Manuella Ndjakwa & Sosson Tadadjeu, 2023. "Does infrastructural development foster export upgrading in Africa?," African Development Review, African Development Bank, vol. 35(1), pages 79-94, March.
    60. Cuicui Wang & Hua Wang & Chunping Xia & Abdelrahman Ali, 2022. "Does E-commerce participation increase the use intensity of organic fertilizers in fruit production?–Evidence from China," PLOS ONE, Public Library of Science, vol. 17(8), pages 1-19, August.
    61. Zheng, Hongyun & Ma, Wanglin & Wang, Fang & Li, Gucheng, 2021. "Does internet use improve technical efficiency of banana production in China? Evidence from a selectivity-corrected analysis," Food Policy, Elsevier, vol. 102(C).
    62. Huang, Jikun & Su, Lanlan & Huang, Qiwang & Liu, Xinyu, 2021. "Facilitating Inclusive ICT Application and e-Commerce Development in Rural China," 2021 Conference, August 17-31, 2021, Virtual 315053, International Association of Agricultural Economists.
    63. Yokota, Kazuhiko & Komaki, Yui & Komori, Ayano & Nagasawa, Saki & Okuaki, Satoshi, 2025. "The internet and poverty alleviation in Indonesia: Urban-rural disparities in a dual economy," Journal of Asian Economics, Elsevier, vol. 100(C).
    64. Nawab Khan & Ram L. Ray & Hazem S. Kassem & Farhat Ullah Khan & Muhammad Ihtisham & Shemei Zhang, 2022. "Does the Adoption of Mobile Internet Technology Promote Wheat Productivity? Evidence from Rural Farmers," Sustainability, MDPI, vol. 14(13), pages 1-15, June.
    65. Lulin Liu & Xiaojie Ma & Yaolong Li, 2025. "Does New Infrastructure Promote the Development of Rural Industries? A Nonlinear Analysis Based on Provincial Panel Data from China," Land, MDPI, vol. 14(5), pages 1-26, May.
    66. Wanglin Ma & Xiaobing Wang, 2020. "Internet Use, Sustainable Agricultural Practices and Rural Incomes: Evidence from China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1087-1112, October.
    67. Wanglin Ma & Huanguang Qiu & Dil Bahadur Rahut, 2023. "Rural development in the digital age: Does information and communication technology adoption contribute to credit access and income growth in rural China?," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1421-1444, August.
    68. Ekene ThankGod Emeka & Jonathan E. Ogbuabor & Emmanuel O. Nwosu, 2024. "Effects of public infrastructural development and industrialization on economic complexity in Africa: Emerging insight from panel data analysis," African Development Review, African Development Bank, vol. 36(1), pages 97-110, March.
    69. Liang, Wanqi & Li, Wenying, 2023. "Impact of internet usage on the subjective well-being of urban and rural households: Evidence from Vietnam," Telecommunications Policy, Elsevier, vol. 47(3).
    70. Qing Wang & Xingyu Xia & Sai Lan & Miao Li, 2023. "Rural digital infrastructure and labor market: Evidence from universal telecommunication service," Asian Economic Journal, East Asian Economic Association, vol. 37(3), pages 293-325, September.
    71. Qiu, Leiju & Zhong, Shunbin & Sun, Baowen, 2021. "Blessing or curse? The effect of broadband Internet on China’s inter-city income inequality," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 626-650.
    72. Min, Shi & Liu, Min & Huang, Jikun, 2020. "Does the application of ICTs facilitate rural economic transformation in China? Empirical evidence from the use of smartphones among farmers," Journal of Asian Economics, Elsevier, vol. 70(C).
    73. Ankrah Twumasi, Martinson & Jiang, Yuansheng & Asante, Dennis & Addai, Bismark & Akuamoah-Boateng, Samuel & Fosu, Prince, 2021. "Internet use and farm households food and nutrition security nexus: The case of rural Ghana," Technology in Society, Elsevier, vol. 65(C).
    74. Bright O. Asante & Wanglin Ma & Stephen Prah & Omphile Temoso, 2024. "Promoting the adoption of climate-smart agricultural technologies among maize farmers in Ghana: using digital advisory services," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(3), pages 1-24, March.
    75. Kiros Tsegay & Hongzhong Fan & AM Priyangani Adikari & Hailay Shifare, 2021. "Does gender matter for household livelihood diversification in Ethiopia rural areas?," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 10(6), pages 221-232, September.

  42. Wanglin Ma & Xiaoshi Zhou & Min Liu, 2020. "What drives farmers’ willingness to adopt e‐commerce in rural China? The role of Internet use," Agribusiness, John Wiley & Sons, Ltd., vol. 36(1), pages 159-163, January.

    Cited by:

    1. Ying Song & Lu Li & Stavros Sindakis & Sakshi Aggarwal & Charles Chen & Saloome Showkat, 2024. "RETRACTED ARTICLE: Examining E-Commerce Adoption in Farmer Entrepreneurship and the Role of Social Networks: Data from China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 8290-8326, June.
    2. Yan, Aqian & Luo, Xiaofeng & Zhang, Junbiao & Tang, Lin, 2024. "Does internet use promote clean energy use for cooking by women-headed rural households in China?," Utilities Policy, Elsevier, vol. 86(C).
    3. Lili Li & Yiwu Zeng & Zi Ye & Hongdong Guo, 2021. "E‐commerce development and urban‐rural income gap: Evidence from Zhejiang Province, China," Papers in Regional Science, Wiley Blackwell, vol. 100(2), pages 475-494, April.
    4. Lili Li & Linyi Zheng & Zhonggen Zhang & Yixiang Song, 2024. "How to trigger and strengthen the positive impact of the internet on the income of farmers in the region? A case from China," Electronic Commerce Research, Springer, vol. 24(2), pages 1407-1433, June.
    5. Yunqiu Zhan & Shuwen Yang, 2024. "Does internet use improve employment?——Empirical evidence from China," PLOS ONE, Public Library of Science, vol. 19(4), pages 1-17, April.
    6. Yao Wang & Yuan Tian & Muhammad Nasrullah & Rui Zhang, 2025. "Does social capital influence farmers’ e-commerce entrepreneurship? China’s regional evidence," Electronic Commerce Research, Springer, vol. 25(5), pages 3397-3425, October.
    7. Hong, Yan-Zhen & Chang, Hung-Hao, 2020. "Does digitalization affect the objective and subjective wellbeing of forestry farm households? Empirical evidence in Fujian Province of China," Forest Policy and Economics, Elsevier, vol. 118(C).
    8. Aleksandra Tošović-Stevanović & Vladimir Ristanović & Dragan Ćalović & Goran Lalić & Milena Žuža & Gorica Cvijanović, 2020. "Small Farm Business Analysis Using the AHP Model for Efficient Assessment of Distribution Channels," Sustainability, MDPI, vol. 12(24), pages 1-15, December.
    9. Zhang, Hepei & Ma, Wanglin & Li, Junpeng & Yang, Wei, 2023. "Can citrus farmers earn more from selling online?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1549-1560.
    10. Yiwu Zeng & Baogang Li & Lili Li & Guojun Zhang, 2026. "The drivers and income effect of big data use by e-commerce farmers: evidence from China," Electronic Commerce Research, Springer, vol. 26(1), pages 833-862, February.
    11. Yi Cai & Wene Qi & Famin Yi, 2023. "Smartphone use and willingness to adopt digital pest and disease management: Evidence from litchi growers in rural China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(1), pages 131-147, January.
    12. Zhu, Zhongkun & Ma, Wanglin & Sousa-Poza, Alfonso & Leng, Chenxin, 2020. "The effect of internet usage on perceptions of social fairness: Evidence from rural China," China Economic Review, Elsevier, vol. 62(C).
    13. Li, Xiaokang & Guo, Hongdong & Jin, Songqing & Ma, Wanglin & Zeng, Yiwu, 2021. "Do farmers gain internet dividends from E-commerce adoption? Evidence from China," Food Policy, Elsevier, vol. 101(C).
    14. Yiwu Zeng & Lili Li & Baogang Li & Huanxin Gong & Guojun Zhang, 2025. "Impact of Big Data Products on the Entrepreneurial Performance of E-Commerce Farmers: Evidence from China," SAGE Open, , vol. 15(2), pages 21582440251, June.
    15. Cai, Yi & Sun, Yucheng & Qi, Wene & Yi, Famin, . "Impact of smartphone use on production outsourcing: evidence from litchi farming in southern China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 25(4).
    16. Gao, Jing & Zeng, Yiwu & Liu, Min, 2024. "Policy interventions and market innovation in rural China: Empirical evidence from Taobao villages," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1411-1429.
    17. Yonghu Zhang & Yifeng Zhang, 2024. "The Influence of Digital Literacy on the Phenomenon of Deviation between Farmers’ E-Commerce Sales Willingness and Behavior: Evidence from Rural China," Sustainability, MDPI, vol. 16(7), pages 1-22, April.
    18. Moh Shadiqur Rahman & Wanglin Ma & Hery Toiba & Agus Widarjono, 2025. "Healthy Diet Choices: Does Internet Use Help Promote Healthy Food Consumption in Indonesia?," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 33(4), pages 831-843, October.
    19. Zheng, Hongyun & Ma, Wanglin & Wang, Fang & Li, Gucheng, 2021. "Does internet use improve technical efficiency of banana production in China? Evidence from a selectivity-corrected analysis," Food Policy, Elsevier, vol. 102(C).
    20. Huang, Jikun & Su, Lanlan & Huang, Qiwang & Liu, Xinyu, 2021. "Facilitating Inclusive ICT Application and e-Commerce Development in Rural China," 2021 Conference, August 17-31, 2021, Virtual 315053, International Association of Agricultural Economists.
    21. Di Liu & Pan Wang, 2023. "WeChat E-Commerce, Social Connections, and Smallholder Agriculture Sales Performance: A Survey of Orange Farmers in Hubei Province, China," Agriculture, MDPI, vol. 13(11), pages 1-14, October.
    22. Nawab Khan & Ram L. Ray & Hazem S. Kassem & Farhat Ullah Khan & Muhammad Ihtisham & Shemei Zhang, 2022. "Does the Adoption of Mobile Internet Technology Promote Wheat Productivity? Evidence from Rural Farmers," Sustainability, MDPI, vol. 14(13), pages 1-15, June.
    23. Bright Owusu Asante & Stephen Prah & Solomon Akutinga & Elsie Teiko Akusaki & Abrokwah Daniel Ofosuhene, 2025. "Climate resilience in the palm of a hand: digital financial inclusion and cocoa farmers’ adoption of climate smart agricultural technologies in Ghana," Future Business Journal, Springer, vol. 11(1), pages 1-18, December.
    24. Chen, Chen & Gan, Christopher & Li, Junpeng & Lu, Yao & Rahut, Dil, 2023. "Linking farmers to markets: Does cooperative membership facilitate e-commerce adoption and income growth in rural China?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1155-1170.
    25. Wanglin Ma & Xiaobing Wang, 2020. "Internet Use, Sustainable Agricultural Practices and Rural Incomes: Evidence from China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1087-1112, October.
    26. Jiexi Shen & Zhanguo Zhu & Matin Qaim & Shenggen Fan & Xu Tian, 2023. "E‐commerce improves dietary quality of rural households in China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(S1), pages 1495-1511, December.
    27. Xiaojing Li & Apurbo Sarkar & Xianli Xia & Waqar Hussain Memon, 2021. "Village Environment, Capital Endowment, and Farmers’ Participation in E-Commerce Sales Behavior: A Demand Observable Bivariate Probit Model Approach," Agriculture, MDPI, vol. 11(9), pages 1-20, September.

  43. Xiaoshi Zhou & Wanglin Ma & Alan Renwick & Gucheng Li, 2020. "Off-farm work decisions of farm couples and land transfer choices in rural China," Applied Economics, Taylor & Francis Journals, vol. 52(57), pages 6229-6247, December.

    Cited by:

    1. Yihu Zhou & Tingting Fang, 2023. "How Migration Behavior Affects the Contracted Land Disposal Methods of Rural Migrants in China: An Analysis Based on the Perspective of Geographical Differences," Land, MDPI, vol. 12(6), pages 1-19, May.
    2. Wenmei Liao & Jiawei Wang & Ying Lin & Yao Wang, 2021. "Chronic Illness and Income Diversification in Rural China," IJERPH, MDPI, vol. 18(7), pages 1-15, March.
    3. Xiaoheng Zhang & Wanglin Ma & Puneet Vatsa & Shijie Jiang, 2023. "Short supply chain, technical efficiency, and technological change: Insights from cucumber production," Agribusiness, John Wiley & Sons, Ltd., vol. 39(2), pages 371-386, March.
    4. Heyuan You & Jingwang Li & Fangyi Xu, 2026. "Off-farm employment and nonpoint source pollution from chemical fertilizers in China: mediating role of farmland transfer," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 28(1), pages 1787-1804, January.
    5. Bright O. Asante & Wanglin Ma & Stephen Prah & Omphile Temoso, 2024. "Farmers’ adoption of multiple climate-smart agricultural technologies in Ghana: determinants and impacts on maize yields and net farm income," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(2), pages 1-23, February.
    6. Chaozhu Li & Xiaoliang Li & Wei Jia, 2022. "Non-Farm Employment Experience, Risk Preferences, and Low-Carbon Agricultural Technology Adoption: Evidence from 1843 Grain Farmers in 14 Provinces in China," Agriculture, MDPI, vol. 13(1), pages 1-16, December.
    7. Tan, Jing & Cai, Dongliang & Han, Kefei & Zhou, Kui, 2022. "Understanding peasant household’s land transfer decision-making: A perspective of financial literacy," Land Use Policy, Elsevier, vol. 119(C).
    8. Donghui Song & Fengbo Chen & Xi Ouyang, 2024. "The Impact of Changes in Rural Family Structure on Agricultural Productivity and Efficiency: Evidence from Rice Farmers in China," Sustainability, MDPI, vol. 16(10), pages 1-20, May.
    9. Si, Ruishi & Lu, Qian & Aziz, Noshaba, 2021. "Does the stability of farmland rental contract & conservation tillage adoption improve family welfare? Empirical insights from Zhangye, China," Land Use Policy, Elsevier, vol. 107(C).
    10. Ma, Hongyun & Ma, Wanglin, 2026. "Who Decides, Who Adopts? Gender, Household Decision-Making, and Climate-Smart Agriculture," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 0(Preprint), June.
    11. Lei Xu & Shixiang Chen & Shuliu Tian, 2022. "The Mechanism of Land Registration Program on Land Transfer in Rural China: Considering the Effects of Livelihood Security and Agricultural Management Incentives," Land, MDPI, vol. 11(8), pages 1-25, August.
    12. Ying Liu & Rongrong Zhang & Ming Li & Chunshan Zhou, 2020. "What Factors Influence Rural-To-Urban Migrant Peasants to Rent out Their Household Farmland? Evidence from China’s Pearl River Delta," Land, MDPI, vol. 9(11), pages 1-19, October.
    13. Hao Gai & Tingwu Yan & Anran Zhang & William David Batchelor & Yun Tian, 2021. "Exploring Factors Influencing Farmers’ Continuance Intention to Crop Residue Retention: Evidence from Rural China," IJERPH, MDPI, vol. 18(14), pages 1-17, July.
    14. Ma, Wanglin & Zheng, Hongyun & Gong, Binlei, 2021. "Household Energy Choice for Cooking: Do Rural Income Growth and Ethnic Difference Play a Role?," 2021 Conference, August 17-31, 2021, Virtual 314990, International Association of Agricultural Economists.
    15. Jiafeng Gu, 2024. "Neighborhood Does Matter: Farmers’ Local Social Interactions and Land Rental Behaviors in China," Land, MDPI, vol. 13(1), pages 1-17, January.
    16. Ma, Wanglin & Zheng, Hongyun & Boansi, David & Horlu, Godwin S.A.K. & Owusu, Victor, 2025. "Types of employment and well-being of rural residents: A multinomial endogenous switching regression application," Economic Modelling, Elsevier, vol. 147(C).
    17. Zhang, Jian & Mishra, Ashok K. & Zheng, Linyi, 2025. "China's new agricultural subsidy and land rental market development: The dual perspective of efficiency and equity," China Economic Review, Elsevier, vol. 92(C).
    18. Edinam Dope Setsoafia & Wanglin Ma & Alan Renwick, 2022. "Effects of sustainable agricultural practices on farm income and food security in northern Ghana," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-15, December.

  44. Junpeng Li & Wanglin Ma & Alan Renwick & Hongyun Zheng, 2020. "The impact of access to irrigation on rural incomes and diversification: evidence from China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 12(4), pages 705-725, September.

    Cited by:

    1. Hongyun Zheng & Puneet Vatsa & Wanglin Ma & Dil Bahadur Rahut, 2023. "Does agricultural cooperative membership influence off‐farm work decisions of farm couples?," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 831-855, September.
    2. Puneet Vatsa & Junpeng Li & Phong Quoc Luu & Julio Cesar Botero‐R, 2023. "Internet use and consumption diversity: Evidence from rural China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1287-1308, August.
    3. Vatsa, Puneet & Ma, Wanglin & Zheng, Hongyun & Li, Junpeng, 2023. "Climate-smart agricultural practices for promoting sustainable agrifood production: Yield impacts and implications for food security," Food Policy, Elsevier, vol. 121(C).
    4. Luca Romagnoli & Vincenzo Giaccio & Luigi Mastronardi & Maria Bonaventura Forleo, 2021. "Highlighting the Drivers of Italian Diversified Farms Efficiency: A Two-Stage DEA-Panel Tobit Analysis," Sustainability, MDPI, vol. 13(23), pages 1-16, November.
    5. Zhu, Huanyu & Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun, 2023. "Clean energy use and subjective and objective health outcomes in rural China," Energy Policy, Elsevier, vol. 183(C).
    6. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun & Rahut, Dil Bahadur, 2022. "Nonfarm employment and consumption diversification in rural China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 582-598.
    7. Xiaodi Qin & Haitao Wu & Tiecheng Shan, 2022. "Rural infrastructure and poverty in China," PLOS ONE, Public Library of Science, vol. 17(6), pages 1-19, June.
    8. Xiaoheng Zhang & Wanglin Ma & Puneet Vatsa & Shijie Jiang, 2023. "Short supply chain, technical efficiency, and technological change: Insights from cucumber production," Agribusiness, John Wiley & Sons, Ltd., vol. 39(2), pages 371-386, March.
    9. Wanglin Ma & Puneet Vatsa & Hongyun Zheng & Yanzhi Guo, 2022. "Does online food shopping boost dietary diversity? Application of an endogenous switching model with a count outcome variable," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-19, December.
    10. Zewdie, Markose Chekol & Cools, Jan & Van Passel, Steven, 2025. "Causal impact of adopting irrigation technology on agriculture in Ethiopia: Evidence from a propensity score matching," Agricultural Water Management, Elsevier, vol. 309(C).
    11. Tim Ölkers & Ella Kirchner & Oliver Mußhoff, 2025. "A Typology of Malian Farming Households," Journal of International Development, John Wiley & Sons, Ltd., vol. 37(6), pages 1210-1239, August.
    12. Li, Xiaokang & Guo, Hongdong & Jin, Songqing & Ma, Wanglin & Zeng, Yiwu, 2021. "Do farmers gain internet dividends from E-commerce adoption? Evidence from China," Food Policy, Elsevier, vol. 101(C).
    13. Qin, Xiaodi & Wu, Haitao, 2021. "Rural Infrastructure and Poverty in China," 2021 Conference, August 17-31, 2021, Virtual 314996, International Association of Agricultural Economists.
    14. Awal Abdul‐Rahaman & Gazali Issahaku & Wanglin Ma, 2023. "Agrifood system participation and production efficiency among smallholder vegetable farmers in Northern Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 812-835, July.
    15. Yang, Wei & Vatsa, Puneet & Ma, Wanglin & Zheng, Hongyun, 2023. "Does mobile payment adoption really increase online shopping expenditure in China: A gender-differential analysis," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 99-110.
    16. Wanglin Ma & Hongyun Zheng & Yueji Zhu & Jianling Qi, 2022. "Effects of cooperative membership on financial performance of banana farmers in China: A heterogeneous analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(1), pages 5-27, March.
    17. Wanglin Ma & Puneet Vatsa & Hongyun Zheng & Emmanuel Donkor & Victor Owusu, 2023. "Does Adoption of Information and Communication Technology Reduce Objective and Subjective Well-Being Inequality? Evidence from China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 55-77, September.
    18. Jiankui, Shi & Jingru, Chen & Xiangdong, Hu, 2025. "The Pathways to increase farmers' agricultural operating income by improving irrigation water accessibility amid climate change," Agricultural Water Management, Elsevier, vol. 316(C).
    19. Pengfei Shi & Jikun Huang, 2025. "Irrigation Expansion and Rural Transformation in China: Evidence of Provincial Data in 1978–2018," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 12(1), January.
    20. Zhou, Xiaoshi & Vatsa, Puneet & Ma, Wanglin, 2023. "Impact of internet use on value and diversity of risky financial asset portfolios," The Quarterly Review of Economics and Finance, Elsevier, vol. 89(C), pages 188-193.
    21. Hongyun Zheng & Wanglin Ma & Gucheng Li, 2021. "Adoption of organic soil amendments and its impact on farm performance: evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 65(2), pages 367-390, April.
    22. Xiaoshan Hu & Weirui Jiang & Guanghua Wan & Jiehao Zhang, 2024. "The Welfare (Inequality and Growth) Effects of Urbanization: Empirical Evidence from China," Hacienda Pública Española / Review of Public Economics, IEF, vol. 248(1), pages 3-20, March.
    23. Hongyun Zheng & Wanglin Ma, 2023. "Smartphone-based information acquisition and wheat farm performance: insights from a doubly robust IPWRA estimator," Electronic Commerce Research, Springer, vol. 23(2), pages 633-658, June.
    24. Hongyun Zheng & Wanglin Ma & Junpeng Li & Julio Botero, 2023. "Relationship between Internet Use and Negative Affect," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(4), pages 1693-1713, August.
    25. Fernández-Olmos, Marta & Ma, Wanglin & Florine, Pecheux-Livat, 2024. "Linking Spanish wine farmers to international markets: Is direct export better than indirect export in improving farm performance?," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 153-163.
    26. Wanglin Ma & Hongyun Zheng & Peng Yuan, 2022. "Impacts of cooperative membership on banana yield and risk exposure: Insights from China," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(2), pages 564-579, June.
    27. Junpeng Li & Puneet Vatsa & Wanglin Ma, 2023. "Small Acts With Big Impacts: Does Garbage Classification Improve Subjective Well-Being in Rural China?," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(3), pages 1337-1363, June.
    28. Wanglin Ma & Junpeng Li & Amaka Precious Nnaji & Edinam Dope Setsoafia, 2026. "The role of agricultural cooperatives in improving mechanization levels: Differences between outsourcing machinery services and household‐owned machines," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 97(2), pages 225-245, June.
    29. Zheng, Hongyun & Ma, Wanglin & Wang, Fang & Li, Gucheng, 2021. "Does internet use improve technical efficiency of banana production in China? Evidence from a selectivity-corrected analysis," Food Policy, Elsevier, vol. 102(C).
    30. Guan, Changkun & Zhu, Xueqin & Heerink, Nico & Ma, Xianlei & Shi, Xiaoping, 2024. "Why do farmers stop using collective drip irrigation technology? Evidence from rural Xinjiang, China," Agricultural Water Management, Elsevier, vol. 302(C).
    31. Wonder Agbenyo & Yuansheng Jiang & Xinxin Jia & Jingyi Wang & Gideon Ntim-Amo & Rahman Dunya & Anthony Siaw & Isaac Asare & Martinson Ankrah Twumasi, 2022. "Does the Adoption of Climate-Smart Agricultural Practices Impact Farmers’ Income? Evidence from Ghana," IJERPH, MDPI, vol. 19(7), pages 1-25, March.
    32. Alex, Leslie Joy & Maredia, Mywish K. & Tschirley, David & Wineman, Ayala, 2025. "From Plans to Pipelines: Unpacking the Impact of Irrigation Infrastructure in Tanzania Using Novel Counterfactuals," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 360990, Agricultural and Applied Economics Association.
    33. Gang Li & Xufeng Cui & Lan Pan & Yufei Wang, 2023. "Land Transfer and Rural Household Consumption Diversity: Promoting or Inhibiting?," Land, MDPI, vol. 12(1), pages 1-16, January.
    34. Ankrah Twumasi, Martinson & Jiang, Yuansheng & Asante, Dennis & Addai, Bismark & Akuamoah-Boateng, Samuel & Fosu, Prince, 2021. "Internet use and farm households food and nutrition security nexus: The case of rural Ghana," Technology in Society, Elsevier, vol. 65(C).
    35. Junpeng Li & Puneet Vatsa & Wanglin Ma & Phong Quoc Luu, 2025. "Promoting sustainable agri‐food production to achieve food and nutrition security: The role of soil conservation practices," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(1), pages 59-79, January.
    36. Wanglin Ma & Awal Abdul‐Rahaman & Gazali Issahaku, 2023. "Welfare implications of participating in agri‐value chains among vegetable farmers in Northern Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 793-811, July.

  45. Zhang, Shemei & Sun, Zhanli & Ma, Wanglin & Valentinov, Vladislav, 2020. "The effect of cooperative membership on agricultural technology adoption in Sichuan, China," China Economic Review, Elsevier, vol. 62(C).

    Cited by:

    1. Lin Xie & Biliang Luo & Wenjing Zhong, 2021. "How Are Smallholder Farmers Involved in Digital Agriculture in Developing Countries: A Case Study from China," Land, MDPI, vol. 10(3), pages 1-16, March.
    2. Keenan, Michael & Fort, Ricardo & Vargas, Ricardo, 2024. "Shocked into side-selling? Production shocks and organic coffee farmers’ marketing decisions," Food Policy, Elsevier, vol. 125(C).
    3. Ying Xue & Hongbin Liu & Zhenzhen Chai & Zimo Wang, 2024. "The Decision-Making and Moderator Effects of Transaction Costs, Service Satisfaction, and the Stability of Agricultural Productive Service Contracts: Evidence from Farmers in Northeast China," Sustainability, MDPI, vol. 16(11), pages 1-21, May.
    4. Ningyu Bei & Weining Li & Liebing Cao, 2024. "RETRACTED ARTICLE: Digital Integration and Entrepreneurial Success: Examining Causation and Effectuation in Rural South China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 19327-19353, December.
    5. Yuxuan Xu & Hongbin Liu & Jie Lyu & Ying Xue, 2022. "What Influences Farmers’ Adoption of Soil Testing and Formulated Fertilization Technology in Black Soil Areas? An Empirical Analysis Based on Logistic-ISM Model," IJERPH, MDPI, vol. 19(23), pages 1-24, November.
    6. Jingjing Wang & Jiabin Xu & Silin Chen, 2025. "Internet Use, Social Capital, and Farmers’ Green Production Behavior: Evidence from Agricultural Cooperatives in China," Sustainability, MDPI, vol. 17(3), pages 1-21, January.
    7. Hongyun Zheng & Puneet Vatsa & Wanglin Ma & Dil Bahadur Rahut, 2023. "Does agricultural cooperative membership influence off‐farm work decisions of farm couples?," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 831-855, September.
    8. Zafar Kurbanov & Nodir Djanibekov & Thomas Herzfeld, 2025. "Land Property Rights and Investment Incentives in Movable Farm Assets: Evidence from Post-Soviet Central Asia," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 67(2), pages 396-425, June.
    9. Yuanyuan Peng & H. Holly Wang & Yueshu Zhou, 2022. "Can cooperatives help commercial farms to access credit in China? Evidence from Jiangsu Province," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 70(4), pages 325-349, December.
    10. Nguyen, Trung Thanh & Do, Manh Hung & Rahut, Dil & Nguyen, Viet Hung & Chhay, Panharoth, 2023. "The impact of internet use on the performance of agricultural cooperatives in Vietnam," MPRA Paper 117274, University Library of Munich, Germany.
    11. Lee, Hyejin & Swinnen, Johan & Cayseele, Patrick Van, 2021. "Market Power and the Volatility of Markups in the Food Value Chain: The Role of Italian Cooperatives," 2021 Conference, August 17-31, 2021, Virtual 315107, International Association of Agricultural Economists.
    12. Lu Wang & Jianli Luo & Yuxia Liu, 2021. "Agricultural cooperatives participating in vegetable supply chain integration: A case study of a trinity cooperative in China," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-20, June.
    13. Mengling Tian & Ruifeng Liu & Jian Wang & Jiahao Liang & Yefan Nian & Hengyun Ma, 2023. "Impact of Environmental Values and Information Awareness on the Adoption of Soil Testing and Formula Fertilization Technology by Farmers—A Case Study Considering Social Networks," Agriculture, MDPI, vol. 13(10), pages 1-22, October.
    14. Lili Li & Linyi Zheng & Zhonggen Zhang & Yixiang Song, 2024. "How to trigger and strengthen the positive impact of the internet on the income of farmers in the region? A case from China," Electronic Commerce Research, Springer, vol. 24(2), pages 1407-1433, June.
    15. Yixin Hu & Mansoor Ahmed Koondhar & Rong Kong, 2023. "From Traditional to Smart: Exploring the Effects of Smart Agriculture on Green Production Technology Diversity in Family Farms," Agriculture, MDPI, vol. 13(6), pages 1-19, June.
    16. Song, Yaoyao & Zhu, Weiyin & Yang, Yuelin & Su, Erdou, 2025. "Agriculture-service integration and agricultural green total factor productivity: A case study of China," Socio-Economic Planning Sciences, Elsevier, vol. 102(C).
    17. Zhi, Xiaoxu & Liu, Zongzhi & Yuan, Lingran & Gong, Binlei, 2024. "Rent-seeking Vampires Under Information Asymmetry: Evidence From Agricultural Cooperatives Subsidy Policy in China," 2024 Annual Meeting, July 28-30, New Orleans, LA 343636, Agricultural and Applied Economics Association.
    18. Kilombele, Happiness & Chegere, Martin & Feleke, Shiferaw & Abdoulaye, Tahirou & Cole, Steven M. & Manyong, Victor, 2021. "Intra-Group Heterogeneity Effects on Maize Technology Adoption, and Its Implications for Productivity and Household Welfare: The Case of Village Community BANK Groups in Tanzania," 2021 Conference, August 17-31, 2021, Virtual 315387, International Association of Agricultural Economists.
    19. Ejeta, Tadesse Tolera & Bai, Xiuguang, 2026. "Does the adoption of agricultural green production technologies improve eco-efficiency? Evidence from wheat farmers in Ethiopia," Agricultural Systems, Elsevier, vol. 231(C).
    20. Xinyi Li & Junichi Ito, 2025. "Multiple roles of agricultural cooperatives in improving farm technical efficiency: A case study of rural Gansu, China," Agribusiness, John Wiley & Sons, Ltd., vol. 41(2), pages 424-444, April.
    21. Haiping Xu & Chuqiao Zhang & Yawen Huang, 2023. "Social trust, social capital, and subjective well-being of rural residents: micro-empirical evidence based on the Chinese General Social Survey (CGSS)," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
    22. Xiaoyan Sun & Shuya Guang & Jingjing Cao & Fengying Zhu & Jianxu Liu & Songsak Sriboonchitta, 2023. "Effect of Agricultural Production Trusteeship on Agricultural Carbon Emission Reduction," Agriculture, MDPI, vol. 13(7), pages 1-18, July.
    23. Wanglin Ma & Puneet Vatsa & Hongyun Zheng & Yanzhi Guo, 2022. "Does online food shopping boost dietary diversity? Application of an endogenous switching model with a count outcome variable," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-19, December.
    24. Xiaoyu Liu & Junlan Xiang & Ling Qiu & Xinhong Fu & Yuying Liu, 2025. "Research on cooperative's information services, farmers' cognition, and fertilizer reduction behavior: evidence from China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(2), pages 4513-4539, February.
    25. Yuying Liu & Ziqi Liu & Jingzheng Liu & Ling Qiu & Yulin Wang & Xinhong Fu, 2022. "Research on the Impact of Members’ Social Capital within Agricultural Cooperatives on Their Adoption of IPM in China," IJERPH, MDPI, vol. 19(18), pages 1-12, September.
    26. Nawab Khan & Ram L. Ray & Hazem S. Kassem & Muhammad Ihtisham & Badar Naseem Siddiqui & Shemei Zhang, 2022. "Can Cooperative Supports and Adoption of Improved Technologies Help Increase Agricultural Income? Evidence from a Recent Study," Land, MDPI, vol. 11(3), pages 1-18, March.
    27. Ruofan Liao & Zhengtao Chen & Jirakom Sirisrisakulchai & Jianxu Liu, 2025. "Enhancing Rural Economic Sustainability in China Through Agricultural Socialization Services: A Novel Perspective on Spatial-Temporal Dynamics," Agriculture, MDPI, vol. 15(3), pages 1-28, January.
    28. Li, Xiaokang & Guo, Hongdong & Jin, Songqing & Ma, Wanglin & Zeng, Yiwu, 2021. "Do farmers gain internet dividends from E-commerce adoption? Evidence from China," Food Policy, Elsevier, vol. 101(C).
    29. Mao, Hui & Sun, Zhenkai & Chai, Anyuan & Fang, Lan & Shi, Chaoqian, 2025. "Extreme Weather, agricultural insurance and farmer's climate adaptation technologies adoption in China," Ecological Economics, Elsevier, vol. 228(C).
    30. Deepak Kumar Nepali & Keshav Lall Maharjan, 2025. "Assessing the Impact of Hermetic Storage Technology on Storage Quantity and Post-Harvest Storage Losses Among Smallholding Maize Farmers in Nepal," Agriculture, MDPI, vol. 15(2), pages 1-22, January.
    31. Bright O. Asante & Wanglin Ma & Stephen Prah & Omphile Temoso, 2024. "Farmers’ adoption of multiple climate-smart agricultural technologies in Ghana: determinants and impacts on maize yields and net farm income," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(2), pages 1-23, February.
    32. Chaozhu Li & Xiaoliang Li & Wei Jia, 2022. "Non-Farm Employment Experience, Risk Preferences, and Low-Carbon Agricultural Technology Adoption: Evidence from 1843 Grain Farmers in 14 Provinces in China," Agriculture, MDPI, vol. 13(1), pages 1-16, December.
    33. Trung Thanh Nguyen & Manh Hung Do & Dil B. Rahut & Viet Hung Nguyen & Panharoth Chhay, 2023. "Female leadership, internet use, and performance of agricultural cooperatives in Vietnam," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 877-903, September.
    34. Abebayehu Girma Geffersa, 2024. "Agricultural cooperative membership and welfare of maize farmers in Ethiopia: Insights from panel data analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(4), pages 1223-1250, December.
    35. Nyda Chhinh & Serey Sok & Veasna Sou & Pheakdey Nguonphan, 2022. "Local Engagement in the Agricultural Cooperatives (ACs) Operation in Cambodia," Sustainability, MDPI, vol. 14(24), pages 1-33, December.
    36. Utomo, Raden Priyo & Kuleh, Yohanes & Darma, Dio Caisar, 2023. "Conventional vs modern: which approach is better for the success of agricultural cooperatives?," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 9(4), December.
    37. Jeetendra Prakash Aryal & Luis Augusto Becerra Lopez-Lavalle & Ahmed H. El-Naggar, 2025. "Crop Loss Due to Soil Salinity and Agricultural Adaptations to It in the Middle East and North Africa Region," Resources, MDPI, vol. 14(9), pages 1-18, August.
    38. Belén López-Felices & Juan Francisco Velasco-Muñoz & Isabel María Román-Sánchez & José Ángel Aznar-Sánchez, 2023. "Socioeconomic and technical factors determining the adoption of hedgerows around greenhouses in southeast Spain," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 69(5), pages 212-222.
    39. Wanglin Ma & Hongyun Zheng & Yueji Zhu & Jianling Qi, 2022. "Effects of cooperative membership on financial performance of banana farmers in China: A heterogeneous analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(1), pages 5-27, March.
    40. Shadrack Kipkogei & Ruth Karoney & John Kipkorir Tanui, 2024. "Impact of Cooperative Membership on Tea Marketing Strategies and Farmers’ Income in Kericho, Kenya: Use of Endogenous Switching Approach," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 8(8), pages 3156-3173, August.
    41. Zhi, Xiaoxu & Liu, Zongzhi & Yuan, Lingran & Shi, Xinjie & Huang, Biao & Gong, Binlei, 2025. "Rent-seeking cooperatives under information asymmetry: Evidence from agricultural subsidy policy in China," Journal of Asian Economics, Elsevier, vol. 100(C).
    42. Goytom Abraha Kahsay & Yechale Getu Endalew, 2025. "The Role of Cooperatives in Promoting Climate‐Smart Agriculture: Panel Evidence From Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 56(4), pages 637-665, July.
    43. Liyan Yu & Jerker Nilsson & Feng Zhan & Song Cheng, 2023. "Social Capital in Cooperative Memberships and Farmers’ Access to Bank Credit–Evidence from Fujian, China," Agriculture, MDPI, vol. 13(2), pages 1-18, February.
    44. Federica Di Marcantonio & Enkelejda Havari & Liesbeth Colen & Pavel Ciaian, 2022. "Do producer organizations improve trading practices and negotiation power for dairy farms? Evidence from selected EU countries," Agricultural Economics, International Association of Agricultural Economists, vol. 53(S1), pages 121-137, November.
    45. Guoqiang Liu & Dakuan Qiao & Yuying Liu & Xinhong Fu, 2022. "Does Service Utilization Improve Members’ Welfare? Evidence from Citrus Cooperatives in China," Sustainability, MDPI, vol. 14(11), pages 1-20, May.
    46. Huma Neupane & Krishna P. Paudel & Mandeep Adhikari & Qinying He, 2022. "Impact of cooperative membership on production efficiency of smallholder goat farmers in Nepal," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(2), pages 337-356, June.
    47. Rimui Gloria Warucu & Moses Lufuke, 2024. "The Impact of Cooperative membership on Adoption of Modern Technology by Bee farmers in Kenya," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 8(3), pages 270-284, March.
    48. Hongyun Zheng & Wanglin Ma & Gucheng Li, 2021. "Adoption of organic soil amendments and its impact on farm performance: evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 65(2), pages 367-390, April.
    49. Tri Wahyu Nugroho & Nuhfil Hanani & Hery Toiba & Sujarwo Sujarwo, 2022. "Promoting Subjective Well-Being among Rural and Urban Residents in Indonesia: Does Social Capital Matter?," Sustainability, MDPI, vol. 14(4), pages 1-16, February.
    50. Xin Ma & Tao Huang, 2023. "China's Rural Industrialization and Agricultural Mechanization," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 31(3), pages 27-58, May.
    51. De Carvalho Reis Neves, Mateus & Freitas, Carlos Otavio & De Figueiredo Silva, Felipe, 2021. "Does cooperative membership increase rural income? Evidence from Brazilian agricultural sector," 2021 Annual Meeting, August 1-3, Austin, Texas 314006, Agricultural and Applied Economics Association.
    52. Hongyu Wang & Apurbo Sarkar & Lu Qian, 2021. "Evaluations of the Roles of Organizational Support, Organizational Norms and Organizational Learning for Adopting Environmentally Friendly Technologies: A Case of Kiwifruit Farmers’ Cooperatives of Meixian, China," Land, MDPI, vol. 10(3), pages 1-23, March.
    53. Yuyu Liu & Duan Ji & Lin Zhang & Jingjing An & Wenyan Sun, 2021. "Rural Financial Development Impacts on Agricultural Technology Innovation: Evidence from China," IJERPH, MDPI, vol. 18(3), pages 1-17, January.
    54. Yihan Chen & Wen Xiang & Minjuan Zhao, 2024. "Impacts of Capital Endowment on Farmers’ Choices in Fertilizer-Reduction and Efficiency-Increasing Technologies (Preferences, Influences, and Mechanisms): A Case Study of Apple Farmers in the Provinces of Shaanxi and Gansu, China," Agriculture, MDPI, vol. 14(1), pages 1-25, January.
    55. Yugang He & Xiaodan Gao & Renhong Wu & Yinhui Wang & Baek-Ryul Choi, 2021. "How Does Sustainable Rural Tourism Cause Rural Community Development?," Sustainability, MDPI, vol. 13(24), pages 1-20, December.
    56. Mateus de Carvalho Reis Neves & Felipe de Figueiredo Silva & Carlos Otávio de Freitas & Marcelo José Braga, 2021. "The Role of Cooperatives in Brazilian Agricultural Production," Agriculture, MDPI, vol. 11(10), pages 1-15, September.
    57. Neves, Mateus & Silva, Felipe de Figueiredo & de Freitas, Carlos Otávio, 2021. "Does Cooperative Membership Increase Rural Income? Evidence from Brazil’s Agricultural Sector," 2021 Conference, August 17-31, 2021, Virtual 315268, International Association of Agricultural Economists.
    58. Wanglin Ma & Marco A. Marini & Dil B. Rahut, 2023. "Farmers’ organizations and sustainable development: An introduction," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 683-700, September.
    59. Hery Toiba & Moh Shadiqur Rahman & Rachman Hartono & Dwi Retnoningsih, 2024. "Improving dairy farmers’ welfare in Indonesia: Does cooperative membership matter?," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(4), pages 1003-1019, December.
    60. Xufang Zhang & Minghua Zhao & Xiaojie Wang & Rongqing Han, 2022. "Regional Differences of Farmers’ Willingness to Grow Grain and Its Influencing Factors in Shandong Province under the Background of New-Type Urbanization," Agriculture, MDPI, vol. 12(8), pages 1-21, August.
    61. Abebayehu Girma Geffersa, 2024. "Does cooperative membership enhance inorganic fertilizer use intensity? Panel data evidence from maize farmers in Ethiopia," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(2), pages 327-361, June.
    62. Wanglin Ma & Hongyun Zheng & Amaka Nnaji, 2023. "Cooperative membership and adoption of green pest control practices: Insights from rice farmers," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 67(3), pages 459-479, July.
    63. Xie, Hualin & Huang, Yingqian, 2021. "Influencing factors of farmers' adoption of pro-environmental agricultural technologies in China: Meta-analysis," Land Use Policy, Elsevier, vol. 109(C).
    64. Lei Luo & Dakuan Qiao & Ruixin Zhang & Chenhao Luo & Xinhong Fu & Yuying Liu, 2022. "Research on the Influence of Education of Farmers’ Cooperatives on the Adoption of Green Prevention and Control Technologies by Members: Evidence from Rural China," IJERPH, MDPI, vol. 19(10), pages 1-17, May.
    65. Pierre Chollet & Geoffroy Enjolras & Iciar Pavez & Louis‐Antoine Saïsset, 2026. "The sustainability performance of agricultural cooperatives: A systematic literature review," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 97(2), pages 321-367, June.
    66. Magenge Deborah & Kyaruzi Athman & Nsenga, Justus, 2025. "Factors Influencing Tomato Farmers to Adopt Agricultural Technologies in Mlali Mvomero District, Tanzania," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 9(3), pages 4325-4340, March.
    67. Wanglin Ma & Hongyun Zheng & Peng Yuan, 2022. "Impacts of cooperative membership on banana yield and risk exposure: Insights from China," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(2), pages 564-579, June.
    68. Keo Sa Rate Thach & Ji Yong Lee & My Trang Ha & Minh Tuan Cao & Duyen Thi Le Chau & Sang Hyeon Lee, 2026. "Examining the Impact of Government Input Support on Rice Production in Vietnam," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 70(2), pages 503-517, April.
    69. Wanglin Ma & Junpeng Li & Amaka Precious Nnaji & Edinam Dope Setsoafia, 2026. "The role of agricultural cooperatives in improving mechanization levels: Differences between outsourcing machinery services and household‐owned machines," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 97(2), pages 225-245, June.
    70. Peng Wang & Fanzhi Wang, 2022. "A study of the impact of land transfer decisions on household income in rural China," PLOS ONE, Public Library of Science, vol. 17(10), pages 1-17, October.
    71. Wanglin Ma & Sanghyun Hong & W. Robert Reed & Jianhua Duan & Phong Quoc Luu, 2022. "Yield Effects of Agricultural Cooperative Membership in Developing Countries: A Meta-Analysis," Working Papers in Economics 22/15, University of Canterbury, Department of Economics and Finance.
    72. Zheng, Hongyun & Ma, Wanglin & Wang, Fang & Li, Gucheng, 2021. "Does internet use improve technical efficiency of banana production in China? Evidence from a selectivity-corrected analysis," Food Policy, Elsevier, vol. 102(C).
    73. Le Canh Bich Tho & Chieko Umetsu, 2026. "Paddy Cooperatives and Climate‐Smart Agriculture Adoption: A Case Study in the Vietnamese Mekong Delta," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 70(1), pages 87-101, January.
    74. Luo, Yuke & Liu, Shiyuan & Zhang, Yang & Zeng, Miao & Zhao, Dandi, 2025. "Digital pathways to resilience: Assessing the impact of digitalization on agricultural production resilience in China," China Economic Review, Elsevier, vol. 90(C).
    75. Cheng, Qingyue & Li, Liangyu & Liao, Qin & Fu, Hao & Nie, Jiangxia & Luo, Yongheng & Wang, Zhonglin & Yin, Huilai & Shu, Chuanhai & Chen, Zongkui & Sun, Yongjian & Ma, Jun & Li, Na & Yang, Zhiyuan, 2023. "Is scale production more advantageous than smallholders for Chinese rice production?," Energy, Elsevier, vol. 283(C).
    76. Xiaoxue Du & Hernan Tejeda & Zhengliang Yang & Liang Lu, 2022. "A General-Equilibrium Model of Labor-Saving Technology Adoption: Theory and Evidences from Robotic Milking Systems in Idaho," Sustainability, MDPI, vol. 14(13), pages 1-17, June.
    77. Chen, Chen & Gan, Christopher & Li, Junpeng & Lu, Yao & Rahut, Dil, 2023. "Linking farmers to markets: Does cooperative membership facilitate e-commerce adoption and income growth in rural China?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1155-1170.
    78. Ananya Khajuria & Shaveta Kohli, 2026. "Prioritizing sustainability in agricultural marketing cooperative research: A bibliometric analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 97(2), pages 291-319, June.
    79. Yuyang Li & Jiahui Li & Xinjie Li & Qian Lu, 2025. "Income Effects and Mechanisms of Farmers’ Participation in Agricultural Industry Organizations: A Case Study of the Kiwi Fruit Industry," Agriculture, MDPI, vol. 15(13), pages 1-25, July.
    80. Li, Xinyi & Ito, Junichi, 2023. "Determinants of technical efficiency and farmers’ crop choice rationality: A case study of rural Gansu, China," Journal of Asian Economics, Elsevier, vol. 84(C).
    81. Ahmet Candemir & Sabine Duvaleix & Laure Latruffe, 2021. "Agricultural Cooperatives And Farm Sustainability – A Literature Review," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1118-1144, September.
    82. Abdusame Tadjiev & Nodir Djanibekov & Mawussi Kossivi Soviadan & Thomas Herzfeld, 2025. "Participation in Informal Cooperation in Water Management and Adoption of Sustainable Agricultural Practices: Empirical Evidence From Uzbekistan," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(4), pages 820-835, October.
    83. Qiao Liang & Kangwei Ma & Wenhao Liu, 2023. "The role of farmer cooperatives in promoting environmentally sustainable agricultural development in China: A review," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 741-759, September.
    84. Menglu Li & Shemei Zhang & Nawab Khan, 2024. "Do farmers' professional cooperatives improve agricultural technical efficiency? Evidence using a national‐level dataset of China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(2), pages 363-383, June.
    85. Lilin Zou & Xumin Zheng & Yongsheng Wang, 2022. "Spatial‐temporal evolution and influence factors of China’s agricultural non‐point source pollution discharge intensity in recent 40 years," Growth and Change, Wiley Blackwell, vol. 53(3), pages 1170-1189, September.
    86. Wenrong Qian & Dandan Li & Xinjie Shi, 2025. "Competitive or crowding‐out? Estimating spillover effects from large‐scale farms on smallholders in China," Agricultural Economics, International Association of Agricultural Economists, vol. 56(1), pages 27-44, January.
    87. Edinam Dope Setsoafia & Wanglin Ma & Alan Renwick, 2022. "Effects of sustainable agricultural practices on farm income and food security in northern Ghana," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-15, December.
    88. Fang Wu & Xibao Guo & Xia Guo, 2023. "Cooperative membership and new technology adoption of family farms: Evidence from China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 719-739, September.
    89. Juanjuan Cheng & Qian Wang & Dongjian Li & Jin Yu, 2022. "Comparative Analysis of Environmental and Economic Performance of Agricultural Cooperatives and Smallholder Farmers for Apple Production in China," Agriculture, MDPI, vol. 12(8), pages 1-22, August.

  46. Wanglin Ma & R. Quentin Grafton & Alan Renwick, 2020. "Smartphone use and income growth in rural China: empirical results and policy implications," Electronic Commerce Research, Springer, vol. 20(4), pages 713-736, December.

    Cited by:

    1. Yi Luo & Dong Huang & Fangfang Cao, 2022. "The Impact of Family Members Serving as Village Cadres on Rural Household Food Waste: Evidence from China," Sustainability, MDPI, vol. 14(5), pages 1-14, February.
    2. Puneet Vatsa & Junpeng Li & Phong Quoc Luu & Julio Cesar Botero‐R, 2023. "Internet use and consumption diversity: Evidence from rural China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1287-1308, August.
    3. Zheng Wang & Mingwei Yang & Zhiyong Zhang & Yingjuan Li & Chuanhao Wen, 2022. "The Impact of Land Transfer on Vulnerability as Expected Poverty in the Perspective of Farm Household Heterogeneity: An Empirical Study Based on 4608 Farm Households in China," Land, MDPI, vol. 11(11), pages 1-16, November.
    4. Michels, Marius & Musshoff, Oliver, 2021. "Timing of Smartphone Adoption in Agriculture: A Tobit Regression Analysis," 2021 Conference, August 17-31, 2021, Virtual 315358, International Association of Agricultural Economists.
    5. Gang Li, 2025. "The Heterogeneous Impact of Digital Technology Utilization on Rural Household Income: Evidence from China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(2), pages 7325-7349, June.
    6. Chen Ji & Xiaodong Dong & Wen Lin, 2025. "The effects of e-commerce adoption on the financial performance of agri-food enterprises in China," Electronic Commerce Research, Springer, vol. 25(5), pages 3589-3607, October.
    7. Ning Xu & Desen Zhao & Wenjie Zhang & Ming Liu & He Zhang, 2022. "Does Digital Transformation Promote Agricultural Carbon Productivity in China?," Land, MDPI, vol. 11(11), pages 1-19, November.
    8. Mohammad Amin Darzi & Sadra Ahmadi & Sajjad Shokouhyar, 2025. "Cross-cultural ranking of cellphone life cycle issues for strategic CSR marketing with social media-based AHP," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(2), pages 3201-3232, February.
    9. Qiubo Zhu & Mariska van der Voort & Guangcheng Ren & Junfei Bai, 2023. "Impact of information and communication technologies on fertilizer and pesticide use efficiency of China's grain production," Review of Development Economics, Wiley Blackwell, vol. 27(4), pages 2331-2356, November.
    10. Gang Li, 2023. "Digital Inequality and Household Income Distribution: Evidence from Rural China," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(6), pages 3061-3087, December.
    11. Yi Cai & Wene Qi & Famin Yi, 2023. "Smartphone use and willingness to adopt digital pest and disease management: Evidence from litchi growers in rural China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(1), pages 131-147, January.
    12. Shen, Zhiyang & Wang, Songkai & Boussemart, Jean-Philippe & Hao, Yu, 2022. "Digital transition and green growth in Chinese agriculture," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    13. Zeng, Miao & Du, Jiang & Zhu, Xiaoyu & Deng, Xin, 2023. "Does internet use drive rural household savings? Evidence from 7825 farmer households in rural China," Finance Research Letters, Elsevier, vol. 57(C).
    14. Fu, Hongpeng & Guan, Jianxing & Wang, Runzi & Kong, Liangji & Dai, Qinqin, 2024. "How does digitalization affect the urban-rural disparity at different disparity levels: A Bayesian Quantile Regression approach," Technology in Society, Elsevier, vol. 78(C).
    15. Hina Amber & Bezawit Beyene Chichaibelu, 2023. "Narrowing the gender digital divide in Pakistan: Mobile phone ownership and female labor force participation," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1354-1382, August.
    16. Wanglin Ma & Puneet Vatsa & Hongyun Zheng & Emmanuel Donkor & Victor Owusu, 2023. "Does Adoption of Information and Communication Technology Reduce Objective and Subjective Well-Being Inequality? Evidence from China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 55-77, September.
    17. Ma, Wanglin & Zheng, Hongyun, 2021. "Impacts of Smartphone Use on Agrochemical Use Among Wheat Farmers in China: A Heterogeneous Analysis," 2021 Conference, August 17-31, 2021, Virtual 314991, International Association of Agricultural Economists.
    18. Komatsu, Sho, "undated". "Internet Use and Fertility Intention in China," AGI Working Paper Series 02000094, Asian Growth Research Institute.
    19. Zou, Baoling & Mishra, Ashok K., 2022. "Engaging Information Technology in Farmland Rental Market: An Empirical Study from Rural China," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322265, Agricultural and Applied Economics Association.
    20. Ni Zhuo & Baozhi Li & Qibiao Zhu & Chen Ji, 2023. "Smartphone‐based agricultural extension services and farm incomes: Evidence from Zhejiang Province in China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1383-1402, August.
    21. Xin Deng & Yating Zhan & Qian Qiao, 2025. "Improving Farmers’ Pesticide Packaging Waste Recycling Behavior: Using Smartphones to Access the Internet," SAGE Open, , vol. 15(3), pages 21582440251, September.
    22. Chandio, Abbas Ali & Gokmenoglu, Korhan K. & Nathaniel, Solomon Prince & Ozturk, Ilhan & Tang, Xiaoping, 2025. "Modeling the impact of renewable energy and water resources on food production in BRICS economies: Policy implications for sustainable development," Energy, Elsevier, vol. 339(C).
    23. Martinson Ankrah Twumasi & Hongyun Zheng & Love Offeibea Asiedu-Ayeh & Anthony Siaw & Yuansheng Jiang, 2023. "Access to Financial Services and Its Impact on Household Income: Evidence from Rural Ghana," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 35(4), pages 869-890, August.
    24. Hongyun Zheng & Wanglin Ma, 2023. "Smartphone-based information acquisition and wheat farm performance: insights from a doubly robust IPWRA estimator," Electronic Commerce Research, Springer, vol. 23(2), pages 633-658, June.
    25. Chandio, Abbas Ali & Ozdemir, Dicle & Gokmenoglu, Korhan K. & Usman, Muhammad & Jiang, Yuansheng, 2024. "Digital agriculture for sustainable development in China: The promise of computerization," Technology in Society, Elsevier, vol. 76(C).
    26. Martinson Ankrah Twumasi & Gloria Essilfie & Bright Senyo Dogbe & Ernest Kwarko Ankrah & Charles Hackman Kwamena Essel, 2024. "Does access to financial services improve nutritional intake among rural residents? Assessing potential action mechanism pathways," Review of Development Economics, Wiley Blackwell, vol. 28(3), pages 1131-1151, August.
    27. Qianqian Zhang & Apurv Maru & Chengji Yang & Hongdong Guo, 2024. "Can Internet Use Increase Rural Women’s Income? Evidence from Underdeveloped Areas of China," Sustainability, MDPI, vol. 16(23), pages 1-22, December.
    28. Wanglin Ma & Hongyun Zheng, 2022. "Heterogeneous impacts of information technology adoption on pesticide and fertiliser expenditures: Evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(1), pages 72-92, January.
    29. Chunkai Zhao & Xing Li & Jianfeng Yan, 2024. "The effect of digital finance on Residents' happiness: the case of mobile payments in China," Electronic Commerce Research, Springer, vol. 24(1), pages 69-104, March.
    30. Zhongkun Zhu & Wanglin Ma & Chenxin Leng, 2022. "ICT adoption and tourism consumption among rural residents in China," Tourism Economics, , vol. 28(6), pages 1669-1675, September.
    31. Shile Fang & Xinjie Shi & Xinnan Xu & Zhijian Zhang, 2026. "Does Digital Infrastructure Make Rural Residents Happier? Evidence from a Quasi-Experiment in China," Journal of Happiness Studies, Springer, vol. 27(1), pages 1-34, January.
    32. Gaoyang Jiang & Qi Shi & Xintong Liang & Senping Qian, 2025. "Effect of Internet Construction on Urban Green Development: Evidence From the Pilot Policy of “Broadband China”," Bulletin of Economic Research, Wiley Blackwell, vol. 77(3), pages 398-414, July.
    33. Junpeng Li & Puneet Vatsa & Wanglin Ma, 2023. "Small Acts With Big Impacts: Does Garbage Classification Improve Subjective Well-Being in Rural China?," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(3), pages 1337-1363, June.
    34. Nasir Abbas Khan & Ashfaq Ahmad Shah & Muhammad Atiq Ur Rehman Tariq & Ataharul Chowdhury & Uttam Khanal, 2022. "Impact of Farmers’ Climate Risk Perception and Socio-Economic Attributes on Their Choice of ICT-Based Agricultural Information Services: Empirical Evidence from Pakistan," Sustainability, MDPI, vol. 14(16), pages 1-19, August.
    35. Rui Li & Nathan Rose & Yi Ming Zheng & Yunwei Chen & Sean Sylvia & Henry Wilson-Smith & Alexis Medina & Sarah-Eve Dill & Scott Rozelle, 2021. "Early Childhood Reading in Rural China and Obstacles to Caregiver Investment in Young Children: A Mixed-Methods Analysis," IJERPH, MDPI, vol. 18(4), pages 1-27, February.
    36. Yaxuan Zhang & Jiwei Wang & Xinyuan Lu & Beibei Che & Jinming Yu, 2021. "The Associated Factors of Prolonged Screen Time and Using Electronic Devices before Sleep among Elderly People in Shaanxi Province of China: A Cross-Sectional Study," IJERPH, MDPI, vol. 18(13), pages 1-10, June.
    37. Wanglin Ma & Huanguang Qiu & Dil Bahadur Rahut, 2023. "Rural development in the digital age: Does information and communication technology adoption contribute to credit access and income growth in rural China?," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1421-1444, August.
    38. Liang, Wanqi & Li, Wenying, 2023. "Impact of internet usage on the subjective well-being of urban and rural households: Evidence from Vietnam," Telecommunications Policy, Elsevier, vol. 47(3).
    39. Rob Kim Marjerison & Chungil Chae & Shitong Li, 2021. "Investor Activity in Chinese Financial Institutions: A Precursor to Economic Sustainability," Sustainability, MDPI, vol. 13(21), pages 1-17, November.
    40. Hang Liu & Wenli Pan & Fei Su & Jianyi Huang & Jiaqi Luo & Lei Tong & Xi Fang & Jiayi Fu, 2022. "Livelihood Resilience of Rural Residents under Natural Disasters in China," Sustainability, MDPI, vol. 14(14), pages 1-21, July.
    41. Martinson Ankrah Twumasi & Yuansheng Jiang & Zhao Ding & Pengcheng Wang & Wonder Abgenyo, 2022. "The Mediating Role of Access to Financial Services in the Effect of Financial Literacy on Household Income: The Case of Rural Ghana," SAGE Open, , vol. 12(1), pages 21582440221, February.
    42. Zhuo, Ni & Ji, Chen & Li, Baozhi & Zhu, Qibiao & Jin, Songqing, 2023. "Estimating the effects of new smartphone-based agricultural service adoption on agricultural productivity in Zhejiang Province," 2023 Annual Meeting, July 23-25, Washington D.C. 335635, Agricultural and Applied Economics Association.
    43. Hongyun Zheng & Wanglin Ma & Gucheng Li, 2021. "Learning from neighboring farmers: Does spatial dependence affect adoption of drought‐tolerant wheat varieties in China?," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 69(4), pages 519-537, December.
    44. Zhang, Jian & Wang, Dongqiang & Ji, Ming & Yu, Kuo & Qi, Mosha & Wang, Hui, 2024. "Digital literacy, relative poverty, and common prosperity for rural households," International Review of Financial Analysis, Elsevier, vol. 96(PB).

  47. Wanglin Ma & Peng Nie & Pei Zhang & Alan Renwick, 2020. "Impact of Internet use on economic well‐being of rural households: Evidence from China," Review of Development Economics, Wiley Blackwell, vol. 24(2), pages 503-523, May.

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    2. Puneet Vatsa & Junpeng Li & Phong Quoc Luu & Julio Cesar Botero‐R, 2023. "Internet use and consumption diversity: Evidence from rural China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1287-1308, August.
    3. Bergantino, Angela Stefania & Intini, Mario & Nademi, Younes, 2025. "Rethinking poverty: An econometric analysis of the role of ICT poverty in a global context," Telecommunications Policy, Elsevier, vol. 49(1).
    4. Hongyun Zheng & Yuwen Zhou & Dil Bahadur Rahut, 2023. "Smartphone use, off‐farm employment, and women's decision‐making power: Evidence from rural China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1327-1353, August.
    5. Liu, Yandong & Shi, Yu & Wang, Yang & Tian, Zhu, 2024. "Social networks and household consumption," Finance Research Letters, Elsevier, vol. 60(C).
    6. Xiaohui Li & Hang Xiong & Jinghui Hao & Gucheng Li, 2024. "Impacts of internet access and use on grain productivity: evidence from Central China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-9, December.
    7. Vatsa, Puneet & Ma, Wanglin & Zheng, Hongyun & Li, Junpeng, 2023. "Climate-smart agricultural practices for promoting sustainable agrifood production: Yield impacts and implications for food security," Food Policy, Elsevier, vol. 121(C).
    8. Lili Li & Yiwu Zeng & Zi Ye & Hongdong Guo, 2021. "E‐commerce development and urban‐rural income gap: Evidence from Zhejiang Province, China," Papers in Regional Science, Wiley Blackwell, vol. 100(2), pages 475-494, April.
    9. Francis Britwum & Paul Kobina Effrim & Sandra Aidoo & Edwin Adjei, 2025. "A Moderated Moderation Modelling of Gender and Age on Subjective Well-Being in the Relationship Between Emotional Intelligence and Academic Self-Efficacy of Students," SAGE Open, , vol. 15(4), pages 21582440251, November.
    10. Zhiru Lin & Yishuai Tian, 2025. "Modeling Rural Labor Responses to Digital Finance: A Hybrid IGSA-Random Forest Approach," Mathematics, MDPI, vol. 13(9), pages 1-32, May.
    11. Fan Chen & Can Zhang & Wenna Wang & Hong Wei, 2023. "Internet use and higher farmer participation in domestic waste sorting: micro-survey data from 2126 farming households in rural China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
    12. Yunqiu Zhan & Shuwen Yang, 2024. "Does internet use improve employment?——Empirical evidence from China," PLOS ONE, Public Library of Science, vol. 19(4), pages 1-17, April.
    13. Oparinde, Lawrence Olusola, 2023. "ICTs Use, Agroforestry Technologies’ Adoption and Crop Farmers’ Welfare: An Empirical Evidence from Southwest, Nigeria," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 15(4), December.
    14. Wang Li & Jie Weng, 2026. "Intensify or Alleviate? The Impact of Rural Digital Development on Rural Income Inequality: Evidence From the Chinese Household Level," Journal of International Development, John Wiley & Sons, Ltd., vol. 38(1), pages 71-87, January.
    15. Wanglin Ma & Puneet Vatsa & Hongyun Zheng & Yanzhi Guo, 2022. "Does online food shopping boost dietary diversity? Application of an endogenous switching model with a count outcome variable," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-19, December.
    16. Shen, Zhiyang & Wang, Songkai & Boussemart, Jean-Philippe & Hao, Yu, 2022. "Digital transition and green growth in Chinese agriculture," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    17. Zhang, Su & Xia, Yan & Wang, Huijuan & Pan, Jiaofeng, 2025. "The good, the bad: How digital technology shapes welfare for formal and flexible workers?," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 2007-2029.
    18. Zeng, Miao & Du, Jiang & Zhu, Xiaoyu & Deng, Xin, 2023. "Does internet use drive rural household savings? Evidence from 7825 farmer households in rural China," Finance Research Letters, Elsevier, vol. 57(C).
    19. Tang, Lin & Luo, Xiaofeng, 2021. "Can agricultural insurance encourage farmers to apply biological pesticides? Evidence from rural China," Food Policy, Elsevier, vol. 105(C).
    20. Zhu, Zhongkun & Ma, Wanglin & Sousa-Poza, Alfonso & Leng, Chenxin, 2020. "The effect of internet usage on perceptions of social fairness: Evidence from rural China," China Economic Review, Elsevier, vol. 62(C).
    21. Shunbin Zhong & Mengding Li & Yihui Liu & Yun Bai, 2023. "Do Internet Development and Urbanization Foster Regional Economic Growth: Evidence from China’s Yangtze River Economic Belt," Sustainability, MDPI, vol. 15(12), pages 1-14, June.
    22. Dimitrios Kalfas & Stavros Kalogiannidis & Olympia Papaevangelou & Katerina Melfou & Fotios Chatzitheodoridis, 2024. "Integration of Technology in Agricultural Practices towards Agricultural Sustainability: A Case Study of Greece," Sustainability, MDPI, vol. 16(7), pages 1-24, March.
    23. Hina Amber & Bezawit Beyene Chichaibelu, 2023. "Narrowing the gender digital divide in Pakistan: Mobile phone ownership and female labor force participation," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1354-1382, August.
    24. Wanglin Ma & Hongyun Zheng & Yueji Zhu & Jianling Qi, 2022. "Effects of cooperative membership on financial performance of banana farmers in China: A heterogeneous analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(1), pages 5-27, March.
    25. Peng, Jingsi & Min, Shi, 2021. "Does Internet Use Improve Rural Residents' Behavior of Food Safety?," 2021 Conference, August 17-31, 2021, Virtual 315238, International Association of Agricultural Economists.
    26. Yugang He, 2024. "China’s digital shadows: unveiling the economic toll of cybercrime," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-10, December.
    27. Martinson Ankrah Twumasi & Bright Senyo Dogbe & Ernest Kwarko Ankrah & Zhao Ding & Yuansheng Jiang, 2023. "Assessing Financial Literacy and Farmland Abandonment Relationship in Ghana," Agriculture, MDPI, vol. 13(3), pages 1-18, February.
    28. Ma, Wanglin & Zheng, Hongyun, 2021. "Impacts of Smartphone Use on Agrochemical Use Among Wheat Farmers in China: A Heterogeneous Analysis," 2021 Conference, August 17-31, 2021, Virtual 314991, International Association of Agricultural Economists.
    29. Danyang Li & Daizo Kojima & Laping Wu & Mitsuyoshi Ando, 2024. "Impact of rural households' digital ability on their production efficiency in China," Agribusiness, John Wiley & Sons, Ltd., vol. 40(1), pages 139-160, January.
    30. Komatsu, Sho, "undated". "Internet Use and Fertility Intention in China," AGI Working Paper Series 02000094, Asian Growth Research Institute.
    31. Xinyan Wei & Ying Liu & Yang Liu, 2023. "Study on the Impact of Internet Usage, Aging on Farm Household Income," Sustainability, MDPI, vol. 15(19), pages 1-16, September.
    32. Cheng, Weisong & Xu, Hao, 2025. "The effect of broadband internet on children's weight: Evidence from China," China Economic Review, Elsevier, vol. 94(PB).
    33. Zou, Baoling & Mishra, Ashok K., 2022. "Engaging Information Technology in Farmland Rental Market: An Empirical Study from Rural China," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322265, Agricultural and Applied Economics Association.
    34. Ni Zhuo & Baozhi Li & Qibiao Zhu & Chen Ji, 2023. "Smartphone‐based agricultural extension services and farm incomes: Evidence from Zhejiang Province in China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1383-1402, August.
    35. Ma, Wanglin & Qiu, Huanguang & Fan, Yubing & Zhou, Xiaoshi, 2020. "The joint effects of ICT adoption and access to credit on household income in China," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304431, Agricultural and Applied Economics Association.
    36. Yulin Liu & Xiaomei Li & Xin Fang, 2024. "Income inequality among peers in China: Does internet penetration have a role?," Review of Development Economics, Wiley Blackwell, vol. 28(3), pages 984-1004, August.
    37. Li, Junpeng & Ma, Wanglin & Shen, Bowen & Li, Longwei, 2025. "Can unmanned aerial vehicle (UAV) adoption reduce pesticide use and enhance yields? Evidence from mountainous rice farming in Yunnan, China," Food Policy, Elsevier, vol. 136(C).
    38. Cai, Yi & Sun, Yucheng & Qi, Wene & Yi, Famin, . "Impact of smartphone use on production outsourcing: evidence from litchi farming in southern China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 25(4).
    39. Hu, Jiangfeng & Xie, Wancheng & Liu, Min, 2025. "How does digital village alleviate rural household energy poverty?," Energy, Elsevier, vol. 318(C).
    40. Kipkorir, Peter & Ngeno, Vincent & Chumo, Chepchumba, 2023. "Determinants of food insecurity in Kenya: household dietary diversity approach," 2023 Seventh AAAE/60th AEASA Conference, September 18-21, 2023, Durban, South Africa 365947, African Association of Agricultural Economists (AAAE).
    41. Zheng, Hongyun & Ma, Wanglin, 2025. "Decision-making in credit access and household welfare: A gender perspective," Economic Modelling, Elsevier, vol. 152(C).
    42. Nawab Khan & Ram L. Ray & Hazem S. Kassem & Muhammad Ihtisham & Abdullah & Simplice A. Asongu & Stephen Ansah & Shemei Zhang, 2021. "Toward Cleaner Production: Can Mobile Phone Technology Help Reduce Inorganic Fertilizer Application? Evidence Using a National Level Dataset," Land, MDPI, vol. 10(10), pages 1-19, September.
    43. Hongyun Zheng & Wanglin Ma & Gucheng Li, 2021. "Adoption of organic soil amendments and its impact on farm performance: evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 65(2), pages 367-390, April.
    44. Yuanren Zhou & Menggen Chen & Xiaojie Liu & Yun Chen, 2024. "A New Framework, Measurement, and Determinants of the Digital Divide in China," Mathematics, MDPI, vol. 12(14), pages 1-30, July.
    45. Martinson Ankrah Twumasi & Abbas Ali Chandio & Ghulam Raza Sargani & Isaac Asare & Huaquan Zhang, 2022. "Off-Farm Employment and Agricultural Credit Fungibility Nexus in Rural Ghana," Sustainability, MDPI, vol. 14(15), pages 1-15, July.
    46. Xiang Deng & Jie Peng & Chunlin Wan, 2024. "The Impact of Internet Use on Land Productivity: Evidence from China Land Economy Survey," Land, MDPI, vol. 13(2), pages 1-21, February.
    47. Liu, Weigang & Liu, Jian & Loy, Jens-Peter & Ren, Yanjun, 2023. "The effect of Internet use on males' body mass index and overweight: Evidence from China," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 19(12), pages 11-22.
    48. Martinson Ankrah Twumasi & Hongyun Zheng & Love Offeibea Asiedu-Ayeh & Anthony Siaw & Yuansheng Jiang, 2023. "Access to Financial Services and Its Impact on Household Income: Evidence from Rural Ghana," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 35(4), pages 869-890, August.
    49. Xuan Zhang & Ming Chang & Chunrong Zhang & Shuo Zhang & Qingning Lin, 2025. "The Impact of Internet Use on Income Inequality from Different Sources Among Farmers: Evidence from China," Agriculture, MDPI, vol. 15(8), pages 1-17, April.
    50. Chandio, Abbas Ali & Akram, Waqar & Min Du, Anna & Ahmad, Fayyaz & Tang, Xiaoping, 2025. "Agricultural transformation: Exploring the impact of digitalization, technological innovation and climate change on food production," Research in International Business and Finance, Elsevier, vol. 75(C).
    51. Bright O. Asante & Kwabena N. Addai & Stephen Prah & Omphile Temoso & John N. Ng'ombe, 2023. "Hand pollination, mass spraying, and hybrid seedlings: Do these technologies affect the welfare of smallholder cocoa farmers in Ghana?," Review of Development Economics, Wiley Blackwell, vol. 27(4), pages 2271-2300, November.
    52. Martinson Ankrah Twumasi & Gloria Essilfie & Bright Senyo Dogbe & Ernest Kwarko Ankrah & Charles Hackman Kwamena Essel, 2024. "Does access to financial services improve nutritional intake among rural residents? Assessing potential action mechanism pathways," Review of Development Economics, Wiley Blackwell, vol. 28(3), pages 1131-1151, August.
    53. Behice CANATAN & Gökhan ÖZBİLGE & Egemen İPEK, 2023. "A Socioeconomic Analysis in Terms of Household Digital Technology Ownership," Sosyoekonomi Journal, Sosyoekonomi Society, issue 31(56).
    54. Qianqian Zhang & Apurv Maru & Chengji Yang & Hongdong Guo, 2024. "Can Internet Use Increase Rural Women’s Income? Evidence from Underdeveloped Areas of China," Sustainability, MDPI, vol. 16(23), pages 1-22, December.
    55. Deng, Zhilong & Liu, Jian & Hong, Yu & Liu, Weigang, 2024. "The effect of internet use on nutritional intake and health outcomes: New evidence from rural China," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 11, pages 01-11.
    56. Xiaoshi Zhou & Wanglin Ma & Gucheng Li & Huanguang Qiu, 2020. "Farm machinery use and maize yields in China: an analysis accounting for selection bias and heterogeneity," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1282-1307, October.
    57. Junpeng Li & Wanglin Ma & Pengcheng Wang & Xianghai Meng, 2024. "Farmers’ willingness to transform untreated livestock manure into organic fertilizer: does information technology adoption make a difference?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(2), pages 5025-5045, February.
    58. Yan Mei & Nuoyan Lin, 2023. "Internet Use and the Happiness of Rural Residents: The Role of Education and Health," IJERPH, MDPI, vol. 20(4), pages 1-15, February.
    59. Zhongkun Zhu & Wanglin Ma & Chenxin Leng, 2022. "ICT Adoption, Individual Income and Psychological Health of Rural Farmers in China," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(1), pages 71-91, February.
    60. Pontones-Rosa, Carolina & Pérez-Morote, Rosario & Santos-Peñalver, Jesús F., 2021. "ICT-based public policies and depopulation in hollowed-out Spain: A survey analysis on the digital divide and citizen satisfaction," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    61. Xiaozeng Wang & Jiabin Chen & Xingyan Du, 2024. "Understanding the impact of Internet access on farmers' willingness to participate in farmer professional cooperatives," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 70(7), pages 349-361.
    62. Fariha Farjana & Thanh-Tung Nguyen & Matin Qaim, 2026. "The effects of internet use on smallholder farmers’ income and dietary quality in Bangladesh," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 18(2), pages 467-481, April.
    63. Baozhi Li & Ni Zhuo & Chen Ji & Qibiao Zhu, 2022. "Influence of Smartphone-Based Digital Extension Service on Farmers’ Sustainable Agricultural Technology Adoption in China," IJERPH, MDPI, vol. 19(15), pages 1-14, August.
    64. Longjunjiang Huang & Xian Liang & Lishan Li & Hui Xiao & Fangting Xie, 2023. "The Impact of Internet Use on the Well-Being of Rural Residents," Agriculture, MDPI, vol. 13(7), pages 1-18, July.
    65. Dzator, Janet & Acheampong, Alex O. & Appiah-Otoo, Isaac & Dzator, Michael, 2023. "Leveraging digital technology for development: Does ICT contribute to poverty reduction?," Telecommunications Policy, Elsevier, vol. 47(4).
    66. Houxi Zhou & Xuebiao Zhang & Candi Ge & Jingyi Wang & Xiaolong Sun, 2023. "Does Internet Use Boost the Sustainable Subjective Well-Being of Rural Residents? Evidence from Rural China," Sustainability, MDPI, vol. 15(2), pages 1-16, January.
    67. Long Yang & Haiyang Lu & Sangui Wang & Meng Li, 2021. "Mobile Internet Use and Multidimensional Poverty: Evidence from A Household Survey in Rural China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(3), pages 1065-1086, December.
    68. Shangao Wang & Gershom Endelani Mwalupaso & Xianhui Geng & Emmanuel Kiprop & Jotham Bett & Dancun Kibiwott Kimwei, 2026. "Nexus of agricultural informatisation and sustainable practices: Food security implications for drought-affected maize farmers in Zambia," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 72(2), pages 101-119.
    69. Bin Xiong & Baocheng Yu, 2024. "The Impact of Internet Development on Youth’s Job Quality in the Digital Economy Era: Transmission Mechanism and Empirical Test," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 175(1), pages 269-294, October.
    70. P. P. Braga, Daniel & Pokorny, Benno & Porro, Roberto & Vidal, Edson, 2023. "Good life in the Amazon? A critical reflection on the standard of living of cocoa and cattle-based smallholders in Pará, Brazil," World Development Perspectives, Elsevier, vol. 31(C).
    71. Carolina Pontones-Rosa & Rosario Perez-Morote & Montserrat Nunez-Chicharro & Inmaculada Alonso-Carrillo, 2023. "E-government in Depopulated Rural Areas. An Approach to the Reality of Spanish Municipalities," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 42(4), pages 1-34, August.
    72. Cui, Yi & Zhao, Qiran & Glauben, Thomas & Si, Wei, 2024. "The impact of Internet access on household dietary quality: Evidence from rural China," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 23(2), pages 374-383.
    73. Moh Shadiqur Rahman & Wanglin Ma & Hery Toiba & Agus Widarjono, 2025. "Healthy Diet Choices: Does Internet Use Help Promote Healthy Food Consumption in Indonesia?," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 33(4), pages 831-843, October.
    74. Qianqian Chen & Chao Zhang & Ruifa Hu & Shengyang Sun, 2022. "Can Information from the Internet Improve Grain Technical Efficiency? New Evidence from Rice Production in China," Agriculture, MDPI, vol. 12(12), pages 1-16, December.
    75. Yang Yang & Dan Zeng & Fan Yang, 2022. "Internet Use and Subjective Well-Being of the Elderly: An Analysis of the Mediating Effect Based on Social Capital," IJERPH, MDPI, vol. 19(19), pages 1-20, September.
    76. Ying Dong & Weijie Luo & Xiaoge Zhang, 2024. "Information and communication technology diffusion and the urban–rural income gap in China," Pacific Economic Review, Wiley Blackwell, vol. 29(2), pages 159-186, May.
    77. Rosario, Pérez-Morote & Carolina, Pontones-Rosa & Montserrat, Núñez-Chicharro & Elena, Merino-Madrid, 2021. "Determinant factors of individuals’ decision to emigrate in rural Spain: The role of ICT-based public policies," Technology in Society, Elsevier, vol. 67(C).
    78. Ma, Wanglin & Zheng, Hongyun & Boansi, David & Horlu, Godwin S.A.K. & Owusu, Victor, 2025. "Types of employment and well-being of rural residents: A multinomial endogenous switching regression application," Economic Modelling, Elsevier, vol. 147(C).
    79. Haowen Jia, 2025. "Broadband Access and Household Risky Assets Investment: A Double/Debiased Machine Learning-Based Difference-in-Difference Approach," SAGE Open, , vol. 15(3), pages 21582440251, September.
    80. Zheng, Hongyun & Ma, Wanglin & Wang, Fang & Li, Gucheng, 2021. "Does internet use improve technical efficiency of banana production in China? Evidence from a selectivity-corrected analysis," Food Policy, Elsevier, vol. 102(C).
    81. Min Liu & Pengfei Shi & Jinxia Wang & Huimin Wang & Jikun Huang, 2023. "Do farmers get a greater return from selling their agricultural products through e‐commerce?," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1481-1508, August.
    82. Thuong, Nguyen Thi Thu, 2021. "Catastrophic health expenditure and impoverishment in Vietnam: Evidence from national Household Living Standards Surveys 2008–2018," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 668-684.
    83. Komatsu, Sho & Nguyen-Phung, Hang Thu, 2025. "The effect of information communication technology on entrepreneurship: Evidence from rural China," AGI Working Paper Series 2025-02, Asian Growth Research Institute.
    84. Yokota, Kazuhiko & Komaki, Yui & Komori, Ayano & Nagasawa, Saki & Okuaki, Satoshi, 2025. "The internet and poverty alleviation in Indonesia: Urban-rural disparities in a dual economy," Journal of Asian Economics, Elsevier, vol. 100(C).
    85. Jianghong Xu & Wei Lu & Weixin Wang, 2024. "From “fragile smallholders” to “resilient smallholders”: measuring rural household resilience in China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    86. Nawab Khan & Ram L. Ray & Hazem S. Kassem & Farhat Ullah Khan & Muhammad Ihtisham & Shemei Zhang, 2022. "Does the Adoption of Mobile Internet Technology Promote Wheat Productivity? Evidence from Rural Farmers," Sustainability, MDPI, vol. 14(13), pages 1-15, June.
    87. Lin Tang & Xiaofeng Luo & Yanzhong Huang & Sanxia Du & Aqian Yan, 2023. "Can smartphone use increase farmers’ willingness to participate in the centralized treatment of rural domestic sewage? Evidence from rural China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(4), pages 3379-3403, April.
    88. Binhui Wei & Chunkai Zhao & Mingzhong Luo & Zhimin Jia & Hailong Xia, 2024. "Beyond the scenery: Understanding the impact of rural tourism development on household consumption in China," Review of Development Economics, Wiley Blackwell, vol. 28(3), pages 1152-1191, August.
    89. Phan, Van-Phuc, 2023. "Is the internet penetration pro-poor? Evidence from a panel data analysis," Telecommunications Policy, Elsevier, vol. 47(8).
    90. Runqi Lun & Wei Liu & Guojing Li & Qiyou Luo, 2024. "Does Digital Agricultural Technology Extension Service Enhance Sustainable Food Production? Evidence from Maize Farmers in China," Agriculture, MDPI, vol. 14(2), pages 1-23, February.
    91. Min, Shi & Liu, Min & Huang, Jikun, 2020. "Does the application of ICTs facilitate rural economic transformation in China? Empirical evidence from the use of smartphones among farmers," Journal of Asian Economics, Elsevier, vol. 70(C).
    92. Zhu, Xiaoke & Hu, Ruifa & Zhang, Chao & Shi, Guanming, 2021. "Does Internet use improve technical efficiency? Evidence from apple production in China," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    93. Ankrah Twumasi, Martinson & Jiang, Yuansheng & Asante, Dennis & Addai, Bismark & Akuamoah-Boateng, Samuel & Fosu, Prince, 2021. "Internet use and farm households food and nutrition security nexus: The case of rural Ghana," Technology in Society, Elsevier, vol. 65(C).
    94. Xiance Sang & Chen Chen & Die Hu & Dil Bahadur Rahut, 2024. "Economic benefits of climate-smart agricultural practices: empirical investigations and policy implications," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(1), pages 1-21, January.
    95. Junpeng Li & Puneet Vatsa & Wanglin Ma & Phong Quoc Luu, 2025. "Promoting sustainable agri‐food production to achieve food and nutrition security: The role of soil conservation practices," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(1), pages 59-79, January.
    96. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun, 2022. "Cooking fuel choices and subjective well-being in rural China: Implications for a complete energy transition," Energy Policy, Elsevier, vol. 165(C).

  48. Jianhua Wang & Chenchen Yang & Wanglin Ma & Jianjun Tang, 2020. "Risk preference, trust, and willingness-to-accept subsidies for pro-environmental production: an investigation of hog farmers in China," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 22(3), pages 405-431, July.

    Cited by:

    1. Ruishi Si & Xueqian Zhang & Yumeng Yao & Qian Lu, 2022. "Risk Preference, Health Risk Perception, and Environmental Exposure Nexus: Evidence from Rural Women as Pig Breeders, China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 162(1), pages 151-178, July.
    2. Vanessa Bonke & Marius Michels & Oliver Musshoff, 2021. "Will Farmers Accept Lower Gross Margins for the Sustainable Cultivation Method of Mixed Cropping? First Insights from Germany," Sustainability, MDPI, vol. 13(4), pages 1-13, February.
    3. Hendrawan, Dienda & Musshoff, Oliver, 2024. "Smallholders' preferred attributes in a subsidy program for replanting overaged oil palm plantations in Indonesia," Ecological Economics, Elsevier, vol. 224(C).
    4. Xiaojing Li & Apurbo Sarkar & Xianli Xia & Waqar Hussain Memon, 2021. "Village Environment, Capital Endowment, and Farmers’ Participation in E-Commerce Sales Behavior: A Demand Observable Bivariate Probit Model Approach," Agriculture, MDPI, vol. 11(9), pages 1-20, September.

  49. Wanglin Ma & Zhongkun Zhu, 2020. "A Note: Reducing Cropland Abandonment in China – Do Agricultural Cooperatives Play a Role?," Journal of Agricultural Economics, Wiley Blackwell, vol. 71(3), pages 929-935, September.

    Cited by:

    1. Pardeshi, Shefali & Loughrey, Dr. Jason & O’Connor, Dr. Declan, 2023. "Adoption of Fixed Milk Price Contracts and Farm Investments in Irish Dairy Sector," GEWISOLA 63rd Annual Conference, Goettingen, Germany, September 20-22, 2023 344245, GEWISOLA.
    2. Zhongkun Zhu & Wanglin Ma & Chenxin Leng & Peng Nie, 2021. "The Relationship Between Happiness and Consumption Expenditure: Evidence from Rural China," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 16(4), pages 1587-1611, August.
    3. Rui Min & Hongxin Yang & Xu Mo & Yanbin Qi & Dingde Xu & Xin Deng, 2022. "Does Institutional Social Insurance Cause the Abandonment of Cultivated Land? Evidence from Rural China," IJERPH, MDPI, vol. 19(3), pages 1-11, January.
    4. Ping Xue & Xinru Han & Yongchun Wang & Xiudong Wang, 2022. "Can Agricultural Machinery Harvesting Services Reduce Cropland Abandonment? Evidence from Rural China," Agriculture, MDPI, vol. 12(7), pages 1-15, June.
    5. Qianqian Chen & Ruifa Hu & Yiduo Sun & Chao Zhang, 2020. "How Does Rural–Urban Migration Experience Affect Arable Land Use? Evidence from 2293 Farmers in China," Land, MDPI, vol. 9(11), pages 1-17, October.
    6. Faruque As Sunny & Juping Lan & Mohammad Ariful Islam, 2024. "Agrarian change through sustainable agri-tech adoption in a challenging rice farming region: A panel data analysis," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 70(12), pages 606-620.
    7. Xin Deng & Miao Zeng & Dingde Xu & Yanbin Qi, 2022. "Why do landslides impact farmland abandonment? Evidence from hilly and mountainous areas of rural China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 113(1), pages 699-718, August.
    8. Ziqi Zhang & Jingyi Ding & Kuan Zhang & Xin Deng, 2025. "Impact of Aging on Farmland Abandonment: Evidence from Rural China," Land, MDPI, vol. 14(2), pages 1-27, February.
    9. Shengsheng Li & Xiaoyu Fan & Guoming Du, 2025. "Transition Through Collaboration: New Agricultural Business Entities Can Promote Crop Rotation Adoption in Heilongjiang, China," Land, MDPI, vol. 14(4), pages 1-17, April.
    10. Xin Deng & Miao Zeng & Dingde Xu & Yanbin Qi, 2020. "Does Social Capital Help to Reduce Farmland Abandonment? Evidence from Big Survey Data in Rural China," Land, MDPI, vol. 9(10), pages 1-17, September.
    11. Ketan Reddy & Subash Sasidharan, 2022. "Servicification and global value chain survival: Firm‐level evidence from India," Australian Economic Papers, Wiley Blackwell, vol. 61(3), pages 455-473, September.
    12. Xiaoheng Zhang & Guiquan Yan & Yucheng He & Hailong Yu, 2022. "Do Disease and Pest Control Outsourcing Services Reduce Arable Land Abandonment? Evidence from China," IJERPH, MDPI, vol. 19(18), pages 1-15, September.
    13. Wanglin Ma & Marco A. Marini & Dil B. Rahut, 2023. "Farmers’ organizations and sustainable development: An introduction," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 683-700, September.
    14. Zheng, Linyi, 2024. "Big hands holding small hands: The role of new agricultural operating entities in farmland abandonment," Food Policy, Elsevier, vol. 123(C).
    15. Xin Deng & Lingzhi Zhang & Rong Xu & Miao Zeng & Qiang He & Dingde Xu & Yanbin Qi, 2022. "Do Cooperatives Affect Groundwater Protection? Evidence from Rural China," Agriculture, MDPI, vol. 12(7), pages 1-14, July.
    16. Zhongkun Zhu & Wanglin Ma & Chenxin Leng, 2022. "ICT Adoption, Individual Income and Psychological Health of Rural Farmers in China," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(1), pages 71-91, February.
    17. Pierre Chollet & Geoffroy Enjolras & Iciar Pavez & Louis‐Antoine Saïsset, 2026. "The sustainability performance of agricultural cooperatives: A systematic literature review," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 97(2), pages 321-367, June.
    18. Luo, Yongmin & Ding, Shenqi & Xiang, Fuzheng & Wang, Lujun, 2024. "Reducing farmland abandonment by raising women’s education levels: Evidence from China," Journal of Asian Economics, Elsevier, vol. 95(C).
    19. Wanglin Ma & Hongyun Zheng & Peng Yuan, 2022. "Impacts of cooperative membership on banana yield and risk exposure: Insights from China," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(2), pages 564-579, June.
    20. Chenle Xue & Dan Qiao & Noshaba Aziz, 2022. "Influence of Natural Disaster Shock and Collective Action on Farmland Transferees’ No-Tillage Technology Adoption in China," Land, MDPI, vol. 11(9), pages 1-23, September.
    21. Faruque As Sunny & Juping Lan & Mohammad Ariful Islam, 2026. "Can sustainable practices optimise fertiliser use and economic efficiency? A micro-panel analysis," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 72(1), pages 1-18.
    22. Xiance Sang & Chen Chen & Die Hu & Dil Bahadur Rahut, 2024. "Economic benefits of climate-smart agricultural practices: empirical investigations and policy implications," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(1), pages 1-21, January.

  50. Ma, Wanglin & Zhou, Xiaoshi & Renwick, Alan, 2019. "Impact of off-farm income on household energy expenditures in China: Implications for rural energy transition," Energy Policy, Elsevier, vol. 127(C), pages 248-258.

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    1. Han, Jiashi & Hou, Xiaochao & Zhang, Lei, 2022. "Policy implications of China's rural household coal governance from the perspective of the spillover effect," Energy, Elsevier, vol. 242(C).
    2. He, Jia & Qing, Chen & Guo, Shili & Zhou, Wenfeng & Deng, Xin & Xu, Dingde, 2022. "Promoting rural households' energy use for cooking: Using Internet," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    3. Yi Ren & Linmei Zhuang & Dingde Xu, 2024. "Perceived Status and Sustainable Actions: How Subjective Socioeconomic Status Drives Green Energy Consumption in Chinese Households," Agriculture, MDPI, vol. 14(7), pages 1-20, July.
    4. Li, Yanjiao & Qing, Chen & Wang, Hanyue & Xu, Dingde, 2025. "Cooking fuel choice of rural households in China: The impact of horizontal occupational differentiation and vertical income differentiation," Energy, Elsevier, vol. 335(C).
    5. Li, Yue & Xu, Yingzhi & Sun, Wenyuan, 2024. "Does household electrification alleviate energy poverty? Empirical evidence from China," Energy, Elsevier, vol. 313(C).
    6. Puneet Vatsa & Junpeng Li & Phong Quoc Luu & Julio Cesar Botero‐R, 2023. "Internet use and consumption diversity: Evidence from rural China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1287-1308, August.
    7. Dong Wang & Ben White & Amin Mugera & Bei Wang, 2022. "Energy Transition and Economic Development in China: A National and Sectorial Analysis from a New Structural Economics Perspectives," Sustainability, MDPI, vol. 14(24), pages 1-19, December.
    8. Li, Tingting & Lu, Hongwei & Li, Jinkai & Chen, Jueying & Hong, Yu & Liu, Heguang, 2025. "Population ageing and clean energy transition: Evidence from rural China," Energy, Elsevier, vol. 335(C).
    9. Li, Xinheng & Zhong, Yixuan & Fu, Tao, 2024. "Financial support from children and older household cooking energy use in rural China," Energy, Elsevier, vol. 313(C).
    10. Yan, Aqian & Luo, Xiaofeng & Zhang, Junbiao & Tang, Lin, 2024. "Does internet use promote clean energy use for cooking by women-headed rural households in China?," Utilities Policy, Elsevier, vol. 86(C).
    11. Zhongkun Zhu & Wanglin Ma & Chenxin Leng & Peng Nie, 2021. "The Relationship Between Happiness and Consumption Expenditure: Evidence from Rural China," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 16(4), pages 1587-1611, August.
    12. Tinta, Abdoulganiour Almame, 2024. "Ladder or Stacking: Lesson from Burkina Faso," Energy Policy, Elsevier, vol. 186(C).
    13. Wang, Shubin & Sun, Shaolong & Zhao, Erlong & Wang, Shouyang, 2021. "Urban and rural differences with regional assessment of household energy consumption in China," Energy, Elsevier, vol. 232(C).
    14. Zhao, Lei & Zhang, Manchao & Yang, Hao & Zhang, Haixia, 2025. "Elderly care and clean cooking energy use in rural households: A financially supported perspective," Energy, Elsevier, vol. 322(C).
    15. Zhu, Huanyu & Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun, 2023. "Clean energy use and subjective and objective health outcomes in rural China," Energy Policy, Elsevier, vol. 183(C).
    16. Yixuan Zhang & Jin Wang, 2025. "How Does Income Inequality Affect Rural Households’ Transition to Clean Energy? A Study Based on the Internal Perspective of the Village," Sustainability, MDPI, vol. 17(14), pages 1-21, July.
    17. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun & Rahut, Dil Bahadur, 2022. "Nonfarm employment and consumption diversification in rural China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 582-598.
    18. Kifle T. Sebhatu & Fatemeh Taheri & Tekeste Berhanu & Miet Maertens & Steven Van Passel & Marijke D'Haese, 2021. "Beyond focus: Exploring variability of service provision of agricultural cooperatives," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 92(2), pages 207-231, June.
    19. Ma, Wanglin & Zheng, Hongyun & Gong, Binlei, 2022. "Rural income growth, ethnic differences, and household cooking fuel choice: Evidence from China," Energy Economics, Elsevier, vol. 107(C).
    20. Ke Jiang & Ran Xing & Zhihan Luo & Yaojie Li & Jinghang Wang & Wenxiao Zhang & Yaqi Zhu & Yatai Men & Guofeng Shen & Shu Tao, 2024. "Unclean but affordable solid fuels effectively sustained household energy equity," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    21. Yasmin, Nazia & Grundmann, Philipp, 2020. "Home-cooked energy transitions: Women empowerment and biogas-based cooking technology in Pakistan," Energy Policy, Elsevier, vol. 137(C).
    22. Martey, Edward & Etwire, Prince Maxwell & Adusah-Poku, Frank & Akoto, Isaac, 2022. "Off-farm work, cooking energy choice and time poverty in Ghana: An empirical analysis," Energy Policy, Elsevier, vol. 163(C).
    23. Li, Meng & Jin, Tianyu & Liu, Shenglong & Zhou, Shaojie, 2021. "The cost of clean energy transition in rural China: Evidence based on marginal treatment effects," Energy Economics, Elsevier, vol. 97(C).
    24. Gongyi Li & Tao Luo & Jianghua Xiong & Yanna Gao & Xi Meng & Yaoguo Zuo & Yi Liu & Jing Ma & Qiuwen Chen & Yuxin Liu & Yichong Xin & Yangjie Ye, 2025. "Analysis of Dynamic Biogas Consumption in Chinese Rural Areas at Village, Township, and County Levels," Agriculture, MDPI, vol. 15(2), pages 1-17, January.
    25. Cao, Andi & Su, Mengying & Li, Houjian, 2024. "Digitizing the green revolution: E-commerce as a catalyst for clean energy transition in rural China," Energy Economics, Elsevier, vol. 137(C).
    26. Liu, Zhong & Wang, Menghan & Xiong, Qinqin & Liu, Chang, 2020. "Does centralized residence promote the use of cleaner cooking fuels? Evidence from rural China," Energy Economics, Elsevier, vol. 91(C).
    27. Yang, Wei & Vatsa, Puneet & Ma, Wanglin & Zheng, Hongyun, 2023. "Does mobile payment adoption really increase online shopping expenditure in China: A gender-differential analysis," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 99-110.
    28. Shi, Xinjie & Cui, Liu & Huang, Zuhui & Zeng, Pei & Qiu, Tongwei & Fu, Linlin & Jiang, Qiang, 2023. "Impact of internal migration on household energy poverty: Empirical evidence from rural China," Applied Energy, Elsevier, vol. 350(C).
    29. Han, Fengwu & Zhao, Yunlong & Zeng, Jianfeng & Zhang, Shengnan & Wu, Tianyu, 2024. "Uncertain parameters adjustable two-stage robust optimization of a rural housing integrated energy system considering biomass on-site utilization," Energy, Elsevier, vol. 296(C).
    30. Ruixin Zhang & Lei Luo & Yuying Liu & Xinhong Fu, 2022. "Impact of Labor Migration on Chemical Fertilizer Application of Citrus Growers: Empirical Evidence from China," Sustainability, MDPI, vol. 14(13), pages 1-14, June.
    31. Wen, Hong-xing & Wang, Chan & Nie, Pu-yan, 2021. "Acceleration of rural households’ conversion to cleaner cooking fuels: The importance and mechanisms of peer effects," Energy Policy, Elsevier, vol. 154(C).
    32. Dingqiang Sun & Xinyue Yang & Huanguang Qiu, 2022. "Off-farm work and rural residential energy transition: a farm-household model and empirical evidence from China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 14(4), pages 816-831, August.
    33. Frank Adusah-Poku & Samuel Adams & Kwame Adjei-Mantey, 2023. "Does the gender of the household head affect household energy choice in Ghana? An empirical analysis," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6049-6070, July.
    34. Chen, Feifei & Qiu, Huanguang & Yang, Sansi, 2025. "Energy transition of the poor: Quasi-experimental evidence from poverty alleviation relocation program in China," Energy Policy, Elsevier, vol. 199(C).
    35. Qiang He & Xin Deng & Chuan Li & Zhongcheng Yan & Yanbin Qi, 2021. "Do Internet Skills Increase Farmers’ Willingness to Participate in Environmental Governance? Evidence from Rural China," Agriculture, MDPI, vol. 11(12), pages 1-18, November.
    36. Martinson Ankrah Twumasi & Abbas Ali Chandio & Ghulam Raza Sargani & Isaac Asare & Huaquan Zhang, 2022. "Off-Farm Employment and Agricultural Credit Fungibility Nexus in Rural Ghana," Sustainability, MDPI, vol. 14(15), pages 1-15, July.
    37. Yang, Chengying & Li, Mingming & Zhou, Dianyi, 2024. "Energy assessment in rural regions of China with various scenarios: Historical–to–futuristic," Energy, Elsevier, vol. 302(C).
    38. Martinson Ankrah Twumasi & Hongyun Zheng & Love Offeibea Asiedu-Ayeh & Anthony Siaw & Yuansheng Jiang, 2023. "Access to Financial Services and Its Impact on Household Income: Evidence from Rural Ghana," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 35(4), pages 869-890, August.
    39. Chang, Huayi & Zhang, Junbiao & He, Ke & Zeng, Yangmei, 2020. "Impact of off-farm employment on household clean energy consumption in rural China: A gender perspective," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304259, Agricultural and Applied Economics Association.
    40. Tinta, Abdoulganiour Almame, 2024. "Transitionning and the trinity nexus: Scenarios from a small country," Journal of Policy Modeling, Elsevier, vol. 46(5), pages 908-927.
    41. Liu, Pihui & Han, Chuanfeng & Liu, Xinghua & Teng, Minmin, 2023. "Assessing the effect of nonfarm income on the household cooking energy transition in rural China," Energy, Elsevier, vol. 267(C).
    42. Junpeng Li & Puneet Vatsa & Wanglin Ma, 2024. "Flush toilet use and its impact on health and non‐health expenditures," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(4), pages 2022-2046, May.
    43. Ma, Wanglin & Zheng, Hongyun & Gong, Binlei, 2021. "Household Energy Choice for Cooking: Do Rural Income Growth and Ethnic Difference Play a Role?," 2021 Conference, August 17-31, 2021, Virtual 314990, International Association of Agricultural Economists.
    44. Xiao Song & Kee-Cheok Cheong & Qianyi Wang & Yurui Li, 2020. "Developmental Sustainability through Heritage Preservation: Two Chinese Case Studies," Sustainability, MDPI, vol. 12(9), pages 1-18, May.
    45. Guta, Dawit & Zerriffi, Hisham & Baumgartner, Jill & Jain, Abhishek & Mani, Sunil & Jack, Darby & Carter, Ellison & Shen, Guofeng & Orgill-Meyer, Jennifer & Rosenthal, Joshua & Dickinson, Katherine & , 2024. "The impact of LPG consumption on cooking energy efficiency: Evidence from rural Indian household panel data," World Development Perspectives, Elsevier, vol. 36(C).
    46. Qiang Wang & Thomas Dogot & Guosheng Wu & Xianlei Huang & Changbin Yin, 2019. "Residents’ Willingness for Centralized Biogas Production in Hebei and Shandong Provinces," Sustainability, MDPI, vol. 11(24), pages 1-16, December.
    47. Li Huang & Heng Wu & Mi Zhou, 2022. "Implications of Non-Farm Work for Clean Energy Adoption: Evidence from Rural China," Agriculture, MDPI, vol. 12(12), pages 1-19, December.
    48. Mulagha-Maganga, Assa & Mtocha, Chrispine Adams & Mwanyongo, Tawonga & Mkagula, Emmanuel & Rajabu, Esther, 2023. "Impact of off-farm income diversification on consumption, diets and under-five nutrition status: Evidence from Malawi 2010 – 2019 data," 2023 Seventh AAAE/60th AEASA Conference, September 18-21, 2023, Durban, South Africa 365863, African Association of Agricultural Economists (AAAE).
    49. Martinson Ankrah Twumasi & Yuansheng Jiang & Bismark Addai & Zhao Ding & Abbas Ali Chandio & Prince Fosu & Dennis Asante & Anthony Siaw & Frank Osei Danquah & Bright Asiamah Korankye & Gideon Ntim-Amo, 2021. "The Impact of Cooperative Membership on Fish Farm Households’ Income: The Case of Ghana," Sustainability, MDPI, vol. 13(3), pages 1-16, January.
    50. Dongzagla, Alfred & Adams, Abdul-Moomin, 2022. "Determinants of urban household choice of cooking fuel in Ghana: Do socioeconomic and demographic factors matter?," Energy, Elsevier, vol. 256(C).
    51. Gao, Xiaoxiao & Luo, Xi & Liu, Xiaojun, 2025. "Thresholds to rural energy transition: The multistage effects of urbanization on the rural household energy consumption structure," Energy, Elsevier, vol. 319(C).
    52. Hanjie Wang & Xiaolong Tian & Jiali Han, 2026. "Blessing or Curse? The Welfare Consequences of Cash Gift Expenditure for the Poor," Journal of Happiness Studies, Springer, vol. 27(2), pages 1-26, February.
    53. Weiwei Wang & Zhihai Yang & Xiangqun Gu & Amin Mugera & Ning Yin, 2024. "How Farm Machinery Rental Services and Off-Farm Work Affect Household Income in China," Agriculture, MDPI, vol. 14(10), pages 1-16, September.
    54. Lu, Hongwei & Li, Tingting & Li, Guojing & Luo, Qiyou & Gao, Mingjie, 2025. "Digital literacy and the rural cooking energy transition: Evidence from rural China," Energy Policy, Elsevier, vol. 198(C).
    55. Ren, Zhong & Shahbaz, Muhammad & Zhong, Kaiyang, 2025. "Social networks, Internet use, and farmers' participation in clean heating," Energy, Elsevier, vol. 320(C).
    56. Ma, Shaoyue & Man, Hecheng & Li, Xiao & Xu, Xiangbo & Sun, Mingxing & Xie, Minghui & Zhang, Linxiu, 2023. "How nonfarm employment drives the households’ energy transition: Evidence from rural China," Energy, Elsevier, vol. 267(C).
    57. Xu Tian & Umar H. A. Kohar & Saleh F. A. Khatib & Yan Wang, 2024. "Nudging Sustainable Development: Reviewing Energy Transition and Economic Development," Sustainability, MDPI, vol. 16(8), pages 1-29, April.
    58. Yang, Aoxi & Wang, Yahui, 2023. "Transition of household cooking energy in China since the 1980s," Energy, Elsevier, vol. 270(C).
    59. Lei, Mingyu & Cai, Wenjia & Liu, Wenling & Wang, Can, 2022. "The heterogeneity in energy consumption patterns and home appliance purchasing preferences across urban households in China," Energy, Elsevier, vol. 253(C).
    60. Yiran, Gerald Albert Baeribameng & Ablo, Austin Dziwornu & Asem, Freda Elikplim, 2020. "Urbanisation and domestic energy trends: Analysis of household energy consumption patterns in relation to land-use change in peri-urban Accra, Ghana," Land Use Policy, Elsevier, vol. 99(C).
    61. Zhu, Lin & Liao, Hua & Qiu, Tunye & Chen, Jiahui, 2026. "Public pension accelerates the household electrification: Experience from rural China," Energy Policy, Elsevier, vol. 208(C).
    62. Wu, Huijun & Zeng, Xiaoyu & Zhang, Ling & Liu, Xin & Jiang, Songyan & Dong, Zhanfeng & Meng, Xiangrui & Wang, Qianqian, 2023. "Water-energy nexus embedded in coal supply chain of a coal-based city, China," Resources Policy, Elsevier, vol. 85(PA).
    63. Lishan Li & Xin Luo & Yanshan Liu & Yuan Liu & Xiaojin Liu, 2024. "The Impact of Location of Labor Migration on Rural Households’ Income: Evidence from Jiangxi Province in China," Agriculture, MDPI, vol. 14(9), pages 1-19, August.
    64. Chang, Huayi & Zhang, Junbiao, 2024. "Income growth versus labor loss: The joint impacts of rural-urban migration and off-farm employment on household energy use in rural China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 203(C).
    65. Zhang, Yujiao & Chai, Yujia & Mao, Hui, 2025. "Rural collective property rights system reform and household energy transition in China," Energy, Elsevier, vol. 340(C).
    66. Ping Wang & Shen-Li Li & Shao-Hui Zou, 2023. "Does Off-Farm Employment Promote the Low-Carbon Energy Intensity in China’s Rural Households?," Energies, MDPI, vol. 16(5), pages 1-16, March.
    67. Zheng, Linyi, 2023. "Impact of off-farm employment on cooking fuel choices: Implications for rural-urban transformation in advancing sustainable energy transformation," Energy Economics, Elsevier, vol. 118(C).
    68. Piwowar, Arkadiusz, 2025. "Electrical energy costs and size and structure of farming households. Study from Poland," Energy Policy, Elsevier, vol. 202(C).
    69. Yuying Liu & Ruiling Shi & Yiting Peng & Wei Wang & Xinhong Fu, 2022. "Impacts of Technology Training Provided by Agricultural Cooperatives on Farmers’ Adoption of Biopesticides in China," Agriculture, MDPI, vol. 12(3), pages 1-17, February.
    70. Ma, Xiaowei & Li, Chuandong & Kang, Qi & Chen, Danni & Sun, Qingyu, 2024. "Rural household nonagricultural income and energy transition: Evidence from central China," Energy Policy, Elsevier, vol. 188(C).
    71. Addai, Bismark & Tang, Wenjin & Twumasi, Martinson Ankrah & Asante, Dennis & Agyeman, Annette Serwaa, 2022. "Access to financial services and lighting energy consumption: Empirical evidence from rural Ghana," Energy, Elsevier, vol. 253(C).
    72. Zhipeng Huang & Yan Zhang & Yi Huang & Gang Xu & Shengping Shang, 2022. "Sales Scale, Non-Pastoral Employment and Herders’ Technology Adoption: Evidence from Pastoral China," Land, MDPI, vol. 11(7), pages 1-13, July.
    73. Chang, Huayi & Heerink, Nico & Zhang, Junbiao & He, Ke, 2024. "Off-farm employment and household clean energy transition in rural China: A study based on a gender perspective," Energy, Elsevier, vol. 287(C).
    74. Wang, Menghan & Liu, Zhong & Xu, Aiyan & Yang, Dan, 2022. "Fuel choice for rural Tibetan households: Impacts of access to credit," Energy Economics, Elsevier, vol. 115(C).
    75. Jia He & Wenfeng Zhou & Shili Guo & Xin Deng & Jiahao Song & Dingde Xu, 2024. "Environmental policy and farmers' active straw return: administrative guidance or economic reward and punishment," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(7), pages 17407-17430, July.
    76. Lina Peng & Ning Sun & Zhide Jiang & Zhenyu Yan & Jiapeng Xu, 2025. "The impact of urban–rural integration on carbon emissions of rural household energy consumption: evidence from China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(1), pages 1799-1827, January.
    77. Ndiaye, Abdou Salam, 2025. "Does access to credit promote the use of modern energy services? Evidence from rural Nigeria," Energy Economics, Elsevier, vol. 148(C).

  51. Wanglin Ma & Alan Renwick & Bruce Greig, 2019. "Modelling the heterogeneous effects of stocking rate on dairy production: an application of unconditional quantile regression with fixed effects," Applied Economics, Taylor & Francis Journals, vol. 51(43), pages 4769-4780, September.

    Cited by:

    1. Apergis, Nicholas & Chasiotis, Ioannis & Georgantopoulos, Andreas G. & Konstantios, Dimitrios, 2021. "The integration of share repurchases into investment decision-making: Evidence from Japan," International Review of Financial Analysis, Elsevier, vol. 78(C).
    2. Ioannis Chasiotis & Andreas G. Georgantopoulos, 2021. "The flexibility of corporate payouts vis-à-vis capital investment: some UK evidence," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 18(1), pages 181-201, February.
    3. Wanglin Ma & Peng Nie & Pei Zhang & Alan Renwick, 2020. "Impact of Internet use on economic well‐being of rural households: Evidence from China," Review of Development Economics, Wiley Blackwell, vol. 24(2), pages 503-523, May.
    4. Bright O. Asante & Kwabena N. Addai & Stephen Prah & Omphile Temoso & John N. Ng'ombe, 2023. "Hand pollination, mass spraying, and hybrid seedlings: Do these technologies affect the welfare of smallholder cocoa farmers in Ghana?," Review of Development Economics, Wiley Blackwell, vol. 27(4), pages 2271-2300, November.
    5. Xiaoshi Zhou & Wanglin Ma & Gucheng Li & Huanguang Qiu, 2020. "Farm machinery use and maize yields in China: an analysis accounting for selection bias and heterogeneity," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1282-1307, October.
    6. Hongyun Zheng & Wanglin Ma, 2021. "The role of resource reallocation in promoting total factor productivity growth: Insights from China’s agricultural sector," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2350-2371, November.
    7. Zhineng Hu & Jing Ma & Qiong Feng & C. Patrick Scott & Hani I. Mesak, 2022. "The detection dilemma of marginally non‐poor households in poverty alleviation evaluation: Evidence from a linear quantile mixed model," Review of Development Economics, Wiley Blackwell, vol. 26(3), pages 1491-1517, August.
    8. Weir, Rebecca, 2022. "Financial performance of beginning dairy farmers in Minnesota," Master's Theses and Plan B Papers 324022, University of Minnesota, Department of Applied Economics.

  52. Wanglin Ma & Alan Renwick & Kathryn Bicknell, 2018. "Higher Intensity, Higher Profit? Empirical Evidence from Dairy Farming in New Zealand," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(3), pages 739-755, September.

    Cited by:

    1. Zhou, Xiaoshi & Ma, Wanglin, 2021. "Effects of Agricultural Mechanization on Land Productivity: Evidence from China," 2021 Conference, August 17-31, 2021, Virtual 315143, International Association of Agricultural Economists.
    2. Ma, Wanglin & Zhou, Xiaoshi & Boansi, David & Horlu, Godwin Seyram Agbemavor & Owusu, Victor, 2024. "Adoption and intensity of agricultural mechanization and their impact on non-farm employment of rural women," World Development, Elsevier, vol. 173(C).
    3. Ma, Wanglin & Renwick, Alan & Bicknell, Kathryn, "undated". "Feed Use Intensification and Technical Efficiency of Dairy Farms in New Zealand," 2018 Annual Meeting, August 5-7, Washington, D.C. 274394, Agricultural and Applied Economics Association.
    4. Yue Wang & Feilong Weng & Xuexi Huo, 2023. "Can Digital Finance Promote Professional Farmers’ Income Growth in China?—An Examination Based on the Perspective of Income Structure," Agriculture, MDPI, vol. 13(5), pages 1-22, May.
    5. Zhenbang Ma & Huichun Sun, 2024. "Harnessing the Power of Mechanization: A Multivalued Treatment Effect Analysis on Productivity for Chinese Smallholders," Land, MDPI, vol. 13(12), pages 1-21, December.
    6. Hongyun Zheng & Wanglin Ma, 2023. "Smartphone-based information acquisition and wheat farm performance: insights from a doubly robust IPWRA estimator," Electronic Commerce Research, Springer, vol. 23(2), pages 633-658, June.
    7. Jordan, Cristian & Donoso, Guillermo & Speelman, Stijn, 2021. "Measuring the effect of improved irrigation technologies on irrigated agriculture. A study case in Central Chile," Agricultural Water Management, Elsevier, vol. 257(C).
    8. Robbie Maris & Zack Dorner, 2021. "Cost Efficiency Analysis using Operating Profit Margin for the New Zealand Dairy Industry," Working Papers in Economics 21/04, University of Waikato.
    9. Wanglin Ma & R. Quentin Grafton & Alan Renwick, 2020. "Smartphone use and income growth in rural China: empirical results and policy implications," Electronic Commerce Research, Springer, vol. 20(4), pages 713-736, December.
    10. Pardeshi, Shefali & Loughrey, Jason & O'Connor, Declan, . "Farm Investment and Adoption of Fixed Milk Price Contracts on Irish Dairy Farms," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 73(1).
    11. Ma, Wanglin & Ma, Wanglin & Zheng, Hongyun, 2021. "Impacts of Cooking Fuel Choices on Subjective Well-Being: Insights from Rural China," 2021 Conference, August 17-31, 2021, Virtual 315149, International Association of Agricultural Economists.
    12. Chenyang Liu & Xiuyi Shi & Cuixia Li, 2023. "Digital Technology, Factor Allocation and Environmental Efficiency of Dairy Farms in China: Based on Carbon Emission Constraint Perspective," Sustainability, MDPI, vol. 15(21), pages 1-22, October.
    13. Zhang, Xinyue & Zheng, Hongyun & Li, Jingyi, 2026. "Grain Farmers’ Marketing Channel Choice and Its Economic Implications: Evidence on Chemical Input Use, Production Costs, and Sales Behavior," 2026 Annual Meeting, July 26 - 28, 2026, Kansas City, Missouri 404705, Agricultural and Applied Economics Association.

  53. Ma, Wanglin & Renwick, Alan & Yuan, Peng & Ratna, Nazmun, 2018. "Agricultural cooperative membership and technical efficiency of apple farmers in China: An analysis accounting for selectivity bias," Food Policy, Elsevier, vol. 81(C), pages 122-132.

    Cited by:

    1. Mingze Wu & Yueji Zhu, 2023. "Does Farmers’ Lottery Participation Affect Technical Efficiency of Banana Production in Rural China?," Agriculture, MDPI, vol. 13(4), pages 1-17, March.
    2. Xing Ji & Jia Chen & Hongxiao Zhang, 2023. "Agricultural Specialization Threatens Sustainable Mental Health: Implications for Chinese Farmers’ Subjective Well-Being," Sustainability, MDPI, vol. 15(20), pages 1-22, October.
    3. Wang, Anbang & He, Ke & Zhang, Junbiao & Zeng, Yangmei, 2021. "Green Production Technologies and Technical Efficiency of Rice Farmers in China: A Case Study of Straw-Derived Biochar," 2021 Conference, August 17-31, 2021, Virtual 315026, International Association of Agricultural Economists.
    4. Ngango, Jules & Hong, Seungjee, 2021. "Impacts of land tenure security on yield and technical efficiency of maize farmers in Rwanda," Land Use Policy, Elsevier, vol. 107(C).
    5. Yan Liu & Elena Garnevska & Nicola Shadbolt, 2025. "The Role of Agriculture Cooperatives in Green Agri-Food Value Chains in China: Cases in Shandong Province," Sustainability, MDPI, vol. 17(16), pages 1-18, August.
    6. Athukorala, Wasantha & Lee, Boon L. & Wilson, Clevo & Fujii, Hidemichi & Managi, Shunsuke, 2023. "Measuring the impact of pesticide exposure on farmers’ health and farm productivity," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 851-862.
    7. Gabriela Carbajo‐Alvarez & Gabriel Rosero & Bernhard Brümmer, 2025. "Do Sustainable Agricultural Practices Boost Production and Technical Efficiency? A Case Study of Coffee Smallholders in Peru," Agribusiness, John Wiley & Sons, Ltd., vol. 41(4), pages 936-955, October.
    8. Yubo Liao & Bangbang Zhang & Xiangbin Kong & Liangyou Wen & Dongheng Yao & Yuxuan Dang & Wenguang Chen, 2022. "A Cooperative-Dominated Model of Conservation Tillage to Mitigate Soil Degradation on Cultivated Land and Its Effectiveness Evaluation," Land, MDPI, vol. 11(8), pages 1-19, August.
    9. Kassoum Ayouba & Chloé Duvivier & Claire Bussière, 2025. "Does agricultural cooperative membership improve farm productive performance? A meta‐regression analysis," Agricultural Economics, International Association of Agricultural Economists, vol. 56(1), pages 45-72, January.
    10. Zhi, Xiaoxu & Liu, Zongzhi & Yuan, Lingran & Gong, Binlei, 2024. "Rent-seeking Vampires Under Information Asymmetry: Evidence From Agricultural Cooperatives Subsidy Policy in China," 2024 Annual Meeting, July 28-30, New Orleans, LA 343636, Agricultural and Applied Economics Association.
    11. Abdul-Rahaman, Awal & Issahaku, Gazali & Zereyesus, Yacob A., 2021. "Improved rice variety adoption and farm production efficiency: Accounting for unobservable selection bias and technology gaps among smallholder farmers in Ghana," Technology in Society, Elsevier, vol. 64(C).
    12. Xinyi Li & Junichi Ito, 2025. "Multiple roles of agricultural cooperatives in improving farm technical efficiency: A case study of rural Gansu, China," Agribusiness, John Wiley & Sons, Ltd., vol. 41(2), pages 424-444, April.
    13. Zou, Baoling & Mishra, Ashok K., 2024. "Modernizing Smallholder Agriculture and Achieving Food Security: An Exploration in Machinery Services and Labor Reallocation in China," IZA Discussion Papers 17008, IZA Network @ LISER.
    14. Zhang, Hepei & Ma, Wanglin & Li, Junpeng & Yang, Wei, 2023. "Can citrus farmers earn more from selling online?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1549-1560.
    15. Campina Illa Prihantini & Nuhfil Hanani & Syafrial & Rosihan Asmara, 2024. "Environmental–Socioeconomic Factors and Technology Adoption: Empirical Evidence from Small-Scale Salt Farmers in Improving Technical Efficiency in the Madurese Coastal Area, East Java, Indonesia," Sustainability, MDPI, vol. 16(14), pages 1-16, July.
    16. Pingping Fang & David Abler & Guanghua Lin & Ali Sher & Quan Quan, 2021. "Substituting Organic Fertilizer for Chemical Fertilizer: Evidence from Apple Growers in China," Land, MDPI, vol. 10(8), pages 1-24, August.
    17. Baoling Zou & Ashok K. Mishra, 2024. "Modernizing smallholder agriculture and achieving food security: An exploration in machinery services and labor reallocation in China," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 46(4), pages 1662-1691, December.
    18. Xiaoheng Zhang & Wanglin Ma & Puneet Vatsa & Shijie Jiang, 2023. "Short supply chain, technical efficiency, and technological change: Insights from cucumber production," Agribusiness, John Wiley & Sons, Ltd., vol. 39(2), pages 371-386, March.
    19. Nawab Khan & Ram L. Ray & Hazem S. Kassem & Muhammad Ihtisham & Badar Naseem Siddiqui & Shemei Zhang, 2022. "Can Cooperative Supports and Adoption of Improved Technologies Help Increase Agricultural Income? Evidence from a Recent Study," Land, MDPI, vol. 11(3), pages 1-18, March.
    20. Lin, Bin & Wang, Xiaoxi & Jin, Songqing & Yang, Wanjiang & Li, Houjian, 2022. "Impacts of cooperative membership on rice productivity: Evidence from China," World Development, Elsevier, vol. 150(C).
    21. Neubauer, Florian & Songsermsawas, Tisorn & Kámiche-Zegarra, Joanna & Bravo-Ureta, Boris E., 2022. "Technical efficiency and technological gaps correcting for selectivity bias: Insights from a value chain project in Nepal," Food Policy, Elsevier, vol. 112(C).
    22. Ngobeni, L. & Nhundu, K. & Chaminuka, P. & Mamabolo, M. & Makhura, N.M., 2023. "Evaluating smallholder farmers’ knowledge, attitude, and practice (KAP) towards cassava production in South Africa," 2023 Seventh AAAE/60th AEASA Conference, September 18-21, 2023, Durban, South Africa 365879, African Association of Agricultural Economists (AAAE).
    23. Tu, Vo Hong & Kopp, Steven W. & Trang, Nguyen Thuy & Hong, Nguyen Bich & Yabe, Mitsuyasu, 2021. "Land accumulation: An option for improving technical and environmental efficiencies of rice production in the Vietnamese Mekong Delta," Land Use Policy, Elsevier, vol. 108(C).
    24. Abebayehu Girma Geffersa, 2024. "Agricultural cooperative membership and welfare of maize farmers in Ethiopia: Insights from panel data analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(4), pages 1223-1250, December.
    25. Awal Abdul‐Rahaman & Gazali Issahaku & Wanglin Ma, 2023. "Agrifood system participation and production efficiency among smallholder vegetable farmers in Northern Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 812-835, July.
    26. Carrer, Marcelo José & Filho, Hildo Meirelles de Souza & Vinholis, Marcela de Mello Brandão & Mozambani, Carlos Ivan, 2022. "Precision agriculture adoption and technical efficiency: An analysis of sugarcane farms in Brazil," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    27. Wanglin Ma & Hongyun Zheng & Yueji Zhu & Jianling Qi, 2022. "Effects of cooperative membership on financial performance of banana farmers in China: A heterogeneous analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(1), pages 5-27, March.
    28. Kuhle Prudence Mnisi & Abdul Latif Alhassan, 2021. "Financial structure and cooperative efficiency: A pecking‐order evidence from sugarcane farmers in Eswatini," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 92(2), pages 261-281, June.
    29. Yun Shen & Jinmin Wang & Luyao Wang & Bin Wu & Xuelan Ye & Yang Han & Rui Wang & Abbas Ali Chandio, 2022. "How Do Cooperatives Alleviate Poverty of Farmers? Evidence from Rural China," Land, MDPI, vol. 11(10), pages 1-23, October.
    30. Shah Johir Rayhan & Md. Sadique Rahman & Kaiyu Lyu, 2023. "The Role of Rural Credit in Agricultural Technology Adoption: The Case of Boro Rice Farming in Bangladesh," Agriculture, MDPI, vol. 13(12), pages 1-17, November.
    31. Djuraeva, Mukhayyo & Bobojonov, Ihtiyor & Kuhn, Lena & Glauben, Thomas, 2023. "The impact of agricultural extension type and form on technical efficiency under transition: An empirical assessment of wheat production in Uzbekistan," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 203-221.
    32. Xing Ji & Jia Chen & Hongxiao Zhang, 2024. "Agricultural specialization activates the industry chain: Implications for rural entrepreneurship in China," Agribusiness, John Wiley & Sons, Ltd., vol. 40(4), pages 950-974, October.
    33. Yugang Han & Yating Nie & Aihua Lv & Lei Ye, 2025. "Impact of the surplus distribution principle on the development of agricultural cooperatives in China," PLOS ONE, Public Library of Science, vol. 20(5), pages 1-16, May.
    34. Zhi, Xiaoxu & Liu, Zongzhi & Yuan, Lingran & Shi, Xinjie & Huang, Biao & Gong, Binlei, 2025. "Rent-seeking cooperatives under information asymmetry: Evidence from agricultural subsidy policy in China," Journal of Asian Economics, Elsevier, vol. 100(C).
    35. Paweł Kraciński & Paulina Stolarczyk & Łukasz Zaremba, 2025. "Competitiveness of the Largest Global Exporters of Concentrated Apple Juice," Agriculture, MDPI, vol. 15(11), pages 1-22, May.
    36. Guoqiang Liu & Dakuan Qiao & Yuying Liu & Xinhong Fu, 2022. "Does Service Utilization Improve Members’ Welfare? Evidence from Citrus Cooperatives in China," Sustainability, MDPI, vol. 14(11), pages 1-20, May.
    37. Huma Neupane & Krishna P. Paudel & Mandeep Adhikari & Qinying He, 2022. "Impact of cooperative membership on production efficiency of smallholder goat farmers in Nepal," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(2), pages 337-356, June.
    38. Tabe-Ojong, Martin Paul Jr. & Heckelei, Thomas & Baylis, Kathy & Rasch, Sebastian, 2023. "Cooperative membership and exposure to role models: Implications for income and asset aspirations," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 107(C).
    39. Hossain, Marup & Mendiratta, Vibhuti & Mabiso, Athur & Songsermsawas, Tisorn, 2025. "Training, credit, and infrastructure for improving market access among small-scale producers in the Philippines," Food Policy, Elsevier, vol. 132(C).
    40. Djuraeva, Mukhayo & Babadjanova, Mashkhura & Primov, Abdulla & Egamberdiev, Bekhzod, 2025. "The Impact of Agricultural Extension Services on Female Farmers` Technical Efficiency: Evidence from Crop Producer Women in Uzbekistan," EconStor Preprints 312435, ZBW - Leibniz Information Centre for Economics.
    41. Wei Wei & Guanyi Yin & Shuai Xie & Qingzhi Sun & Zhan Zhang & Guanghao Li, 2023. "The Spatio-Temporal Patterns and Influencing Factors of Different New Agricultural Business Entities in China—Based on POI Data from 2012 to 2021," Agriculture, MDPI, vol. 13(8), pages 1-26, July.
    42. Jasper Grashuis & Theodoros Skevas, 2023. "What is the benefit of membership in farm producer organizations? The case of coffee producers in Peru," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(2), pages 423-443, June.
    43. Qian Liu & Yongmu Jiang & Carl‐Johan Lagerkvist & Wei Huang, 2023. "Extension services and the technical efficiency of crop‐specific farms in China," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 45(1), pages 436-459, March.
    44. Mucong Xin & Shuhao Tan & Huanguang Qiu & Jianjun Tang, 2025. "Environmental Regulations and Smallholder Farmers' Technical Efficiency: Empirical Evidence From Pastoral China," Journal of Agricultural Economics, Wiley Blackwell, vol. 76(3), pages 555-569, September.
    45. Manda, Julius & Khonje, Makaiko G. & Alene, Arega D. & Tufa, Adane H & Abdoulaye, Tahirou & Mutenje, Munyaradzi & Setimela, Peter & Manyong, Victor, 2020. "Does cooperative membership increase and accelerate agricultural technology adoption? Empirical evidence from Zambia," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    46. Won-Sik Hwang & Ho-Sung Kim, 2022. "Does the adoption of emerging technologies improve technical efficiency? Evidence from Korean manufacturing SMEs," Small Business Economics, Springer, vol. 59(2), pages 627-643, August.
    47. Chao Zhang & Ruifa Hu, 2022. "Adoption of Direct Seeding, Yield and Fertilizer Use in Rice Production: Empirical Evidence from China," Agriculture, MDPI, vol. 12(9), pages 1-15, September.
    48. Guangcheng Wei & Xiangzhi Kong & Yumeng Wang, 2022. "Will Joining Cooperative Promote Farmers to Replace Chemical Fertilizers with Organic Fertilizers?," IJERPH, MDPI, vol. 19(24), pages 1-14, December.
    49. Ziqi Yin & Jianzhai Wu, 2021. "Spatial Dependence Evaluation of Agricultural Technical Efficiency—Based on the Stochastic Frontier and Spatial Econometric Model," Sustainability, MDPI, vol. 13(5), pages 1-12, March.
    50. Deng, Xin & Xu, Dingde & Zeng, Miao & Qi, Yanbin, 2019. "Does Internet use help reduce rural cropland abandonment? Evidence from China," Land Use Policy, Elsevier, vol. 89(C).
    51. Hao Xu & Peilin Wang & Kai Ding, 2024. "Transforming Agriculture: Empirical Insights into How the Digital Economy Elevates Agricultural Productivity in China," Sustainability, MDPI, vol. 16(23), pages 1-20, November.
    52. Xueli Ma & Tianyuan Ren & Sardar M. N. Islam, 2024. "Multi-Party Collaboration in Agricultural Green Technology Innovation and Adoption: An Evolutionary Game Approach," Sustainability, MDPI, vol. 16(23), pages 1-34, November.
    53. Wanglin Ma & Marco A. Marini & Dil B. Rahut, 2023. "Farmers’ organizations and sustainable development: An introduction," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 683-700, September.
    54. Jiahong Yuan & Xiaoyu Li & Zilai Sun & Junhu Ruan, 2021. "Will the Adoption of Early Fertigation Techniques Hinder Famers’ Technology Renewal? Evidence from Fresh Growers in Shaanxi, China," Agriculture, MDPI, vol. 11(10), pages 1-17, September.
    55. Hery Toiba & Moh Shadiqur Rahman & Rachman Hartono & Dwi Retnoningsih, 2024. "Improving dairy farmers’ welfare in Indonesia: Does cooperative membership matter?," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(4), pages 1003-1019, December.
    56. Abebayehu Girma Geffersa, 2024. "Does cooperative membership enhance inorganic fertilizer use intensity? Panel data evidence from maize farmers in Ethiopia," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(2), pages 327-361, June.
    57. Junying Lin & Songqing Jin & Hongdong Guo, 2023. "Do outsourcing services provided by agricultural cooperatives affect technical efficiency? Insights from tobacco farmers in China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 781-804, September.
    58. Zhang, Shemei & Sun, Zhanli & Ma, Wanglin & Valentinov, Vladislav, 2020. "The effect of cooperative membership on agricultural technology adoption in Sichuan, China," China Economic Review, Elsevier, vol. 62(C).
    59. Martinson Ankrah Twumasi & Yuansheng Jiang & Bismark Addai & Zhao Ding & Abbas Ali Chandio & Prince Fosu & Dennis Asante & Anthony Siaw & Frank Osei Danquah & Bright Asiamah Korankye & Gideon Ntim-Amo, 2021. "The Impact of Cooperative Membership on Fish Farm Households’ Income: The Case of Ghana," Sustainability, MDPI, vol. 13(3), pages 1-16, January.
    60. Biagini, Luigi, 2026. "Do Producer Organisations Improve Farm Performance? Evidence from the Italian Fruit and Vegetable Sector," 100th Annual Conference, March 23-25, 2026, Wadham College, University of Oxford, Oxford, UK 397880, Agricultural Economics Society (AES).
    61. Xin Deng & Lingzhi Zhang & Rong Xu & Miao Zeng & Qiang He & Dingde Xu & Yanbin Qi, 2022. "Do Cooperatives Affect Groundwater Protection? Evidence from Rural China," Agriculture, MDPI, vol. 12(7), pages 1-14, July.
    62. Francisca Ndinda Muteti & Irine Akite & Taddias Prince Mpofu & Basil Mugonola, 2024. "Determinants of technical efficiency among smallholder upland rice farmers in northern Uganda—a Cobb–Douglas stochastic frontier approach," SN Business & Economics, Springer, vol. 4(1), pages 1-20, January.
    63. Olasehinde, Toba Stephen & Jin, Ye & Qiao, Fangbin & Mao, Shiping, 2023. "Marginal returns on Chinese agricultural technology transfer in Nigeria: Who benefits more?," China Economic Review, Elsevier, vol. 78(C).
    64. Mantey, Vida & Bosch, Christine & Missiame, Arnold & Birner, Regina & Birkenberg, Athena & Yameogo, Viviane Guesbeogo & Mburu, John, 2024. "Cooperative membership and technical efficiency of smallholder dairy carbon farmers in Kenya," IAAE 2024 Conference, August 2-7, 2024, New Delhi, India 344343, International Association of Agricultural Economists (IAAE).
    65. Linli Jiang & Yun Tian & Nan Chen & Yun Luo, 2023. "An empirical exploration into the determinants of rice farmers’ decisions to adopt low-carbon agricultural technologies in Hubei Province, China," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 28(4), pages 1-25, April.
    66. Yu Sun & Ye Deng & Yonghua Lu & Mingyue Li, 2022. "Competitiveness and sustainable development of Chinableapple industry," PLOS ONE, Public Library of Science, vol. 17(6), pages 1-18, June.
    67. Fang Song & Xuerong Xu, 2023. "How Operation Scale Improve the Production Technical Efficiency of Grape Growers? An Empirical Evidence of Novel Panel Methods for China’s Survey Data," Sustainability, MDPI, vol. 15(4), pages 1-19, February.
    68. Ruopin Qu & Yongchang Wu & Jing Chen & Glyn D. Jones & Wenjing Li & Shan Jin & Qian Chang & Yiying Cao & Guijun Yang & Zhenhong Li & Lynn J. Frewer, 2020. "Effects of Agricultural Cooperative Society on Farmers’ Technical Efficiency: Evidence from Stochastic Frontier Analysis," Sustainability, MDPI, vol. 12(19), pages 1-13, October.
    69. Ayobami Adetoyinbo & Verena Otter, 2022. "Can producer groups improve technical efficiency among artisanal shrimpers in Nigeria? A study accounting for observed and unobserved selectivity," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-33, December.
    70. Wanglin Ma & Hongyun Zheng & Peng Yuan, 2022. "Impacts of cooperative membership on banana yield and risk exposure: Insights from China," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(2), pages 564-579, June.
    71. Lei Wu & Chuanjian Li & Yang Gao, 2022. "Regional agricultural cooperatives and subjective wellbeing of rural households in China," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(S2), pages 138-158, November.
    72. Shi, Hongxu & Xu, Hao & Gao, Wei & Zhang, Jinhao & Chang, Ming, 2022. "The impact of energy poverty on agricultural productivity: The case of China," Energy Policy, Elsevier, vol. 167(C).
    73. Wanglin Ma & Sanghyun Hong & W. Robert Reed & Jianhua Duan & Phong Quoc Luu, 2022. "Yield Effects of Agricultural Cooperative Membership in Developing Countries: A Meta-Analysis," Working Papers in Economics 22/15, University of Canterbury, Department of Economics and Finance.
    74. Zheng, Hongyun & Ma, Wanglin & Wang, Fang & Li, Gucheng, 2021. "Does internet use improve technical efficiency of banana production in China? Evidence from a selectivity-corrected analysis," Food Policy, Elsevier, vol. 102(C).
    75. Wang, Huaiyu & Bin, Bing & Pede, Valerien O., 2023. "Adoption of ratoon rice and its impact on technical efficiency of rice farming in China," 2023 Annual Meeting, July 23-25, Washington D.C. 335541, Agricultural and Applied Economics Association.
    76. Meiyuan Wang & Bin He & Jinsong Zhang & Yanan Jin, 2021. "Analysis of the Effect of Cooperatives on Increasing Farmers’ Income from the Perspective of Industry Prosperity Based on the PSM Empirical Study in Shennongjia Region," Sustainability, MDPI, vol. 13(23), pages 1-18, November.
    77. An Thi Thuy Duong, 2025. "Unveiling the role of government support: Empirical studies on the performance of cooperatives in Vietnam," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 96(3), pages 455-486, September.
    78. Xiaokang Hou & Shah Fahad & Peipei Zhao & Beibei Yan & Tianjun Liu, 2022. "The Trilogy of the Chinese Apple Futures Market: Price Discovery, Risk-Hedging and Cointegration," Sustainability, MDPI, vol. 14(19), pages 1-16, October.
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    81. Tanushree Haldar & A. Damodaran, 2022. "Can cooperatives influence farmer’s decision to adopt organic farming? Agri-decision making under price volatility," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 5718-5742, April.
    82. Tleubayev, Alisher & Bobojonov, Ihtiyor & Götz, Linde, 2022. "Agricultural policies and technical efficiency of wheat production in Kazakhstan and Russia: Evidence from a stochastic frontier approach," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 54(3), pages 407-421.
    83. Mamiit, Rusyan Jill & Yanagida, John & Villanueva, Donald, 2020. "Farm locations and dwelling clusters: Do they make production and technical efficiency spatially contagious?," Food Policy, Elsevier, vol. 92(C).
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    88. Zhu, Xiaoke & Hu, Ruifa & Zhang, Chao & Shi, Guanming, 2021. "Does Internet use improve technical efficiency? Evidence from apple production in China," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
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    90. Menglu Li & Shemei Zhang & Nawab Khan, 2024. "Do farmers' professional cooperatives improve agricultural technical efficiency? Evidence using a national‐level dataset of China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(2), pages 363-383, June.
    91. Wan, Wei & Han, Yiwen & Wu, Hanqing & Liu, Fan & Liu, Zhong, 2021. "Application of the source–sink landscape method in the evaluation of agricultural non-point source pollution: First estimation of an orchard-dominated area in China," Agricultural Water Management, Elsevier, vol. 252(C).
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    94. Guangyan Ran & Guangyao Wang & Huijuan Du & Mi Lv, 2023. "Relationship of Cooperative Management and Green and Low-Carbon Transition of Agriculture and Its Impacts: A Case Study of the Western Tarim River Basin," Sustainability, MDPI, vol. 15(11), pages 1-18, May.

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    91. Chenle Xue & Dan Qiao & Noshaba Aziz, 2022. "Influence of Natural Disaster Shock and Collective Action on Farmland Transferees’ No-Tillage Technology Adoption in China," Land, MDPI, vol. 11(9), pages 1-23, September.
    92. Daniel Adu Ankrah & Bright Owusu Asante & Stephen Prah & Forster K. Boateng, 2024. "Impact of digital financial inclusion on the participation in farmer‐based organisations, structured market and off‐farm work in Ghana," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(2), pages 1254-1273, March.
    93. Qiusheng Li & Fang Zeng & Hao Mei & Tianqi Li & Dasheng Li, 2019. "Roles of Motivation, Opportunity, Ability, and Trust in the Willingness of Farmers to Adopt Green Fertilization Techniques," Sustainability, MDPI, vol. 11(24), pages 1-16, December.
    94. Lin Tang & Xiaofeng Luo & Yanzhong Huang & Sanxia Du & Aqian Yan, 2023. "Can smartphone use increase farmers’ willingness to participate in the centralized treatment of rural domestic sewage? Evidence from rural China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(4), pages 3379-3403, April.
    95. Chen, Chen & Gan, Christopher & Li, Junpeng & Lu, Yao & Rahut, Dil, 2023. "Linking farmers to markets: Does cooperative membership facilitate e-commerce adoption and income growth in rural China?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1155-1170.
    96. Wanglin Ma & Xiaobing Wang, 2020. "Internet Use, Sustainable Agricultural Practices and Rural Incomes: Evidence from China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1087-1112, October.
    97. Gezahegn, Tafesse & Van Passel, Steven & Berhanu, Tekeste & D'Haese, Marijke & Maertens, Miet, 2020. "Structural and Institutional Heterogeneity among Agricultural Cooperatives in Ethiopia: Does it Matter for Farmers’ Welfare?," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 46(2), August.
    98. John N. Ng'ombe & Thomson H. Kalinda & Kwabena Nyarko Addai & Cynthia Chibebe, 2025. "Does dairy cooperative membership improve food and nutrition security among rural farmers? A micro‐perspective from Zambia," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 96(1), pages 121-148, March.
    99. Cai, Rong & Zhao, Hairan & Ma, Jie, 2025. "Reducing fertilizer overuse via mechanized fertilization in China: Is outsourcing more effective?," China Economic Review, Elsevier, vol. 93(C).
    100. Yuanzhi Guo & Jieyong Wang, 2021. "Spatiotemporal Changes of Chemical Fertilizer Application and Its Environmental Risks in China from 2000 to 2019," IJERPH, MDPI, vol. 18(22), pages 1-14, November.
    101. Chao Zhang & Yang Lin & Ruifa Hu & Guanming Shi & Jingshu Xin & Kevin Chen & Yuanduo Meng, 2024. "Heterogeneous effects of information provision on fertilizer use in China’s rice production," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(4), pages 9045-9068, April.
    102. Ahmet Candemir & Sabine Duvaleix & Laure Latruffe, 2021. "Agricultural Cooperatives And Farm Sustainability – A Literature Review," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1118-1144, September.
    103. Huan, Meili & Dong, Fengxia, 2023. "Sustainable Agricultural Practices and Crop Yield in China’s Maize Production," 2023 Annual Meeting, July 23-25, Washington D.C. 335656, Agricultural and Applied Economics Association.
    104. Murillo Vetroni Barros & Rômulo Henrique Gomes Jesus & Bruno Silva Ribeiro & Cassiano Moro Piekarski, 2023. "Going in Circles: Key Aspects for Circular Economy Contributions to Agro-industrial Cooperatives," Circular Economy and Sustainability, Springer, vol. 3(2), pages 861-880, June.
    105. Qiao Liang & Kangwei Ma & Wenhao Liu, 2023. "The role of farmer cooperatives in promoting environmentally sustainable agricultural development in China: A review," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 741-759, September.
    106. Ankrah Twumasi, Martinson & Jiang, Yuansheng & Asante, Dennis & Addai, Bismark & Akuamoah-Boateng, Samuel & Fosu, Prince, 2021. "Internet use and farm households food and nutrition security nexus: The case of rural Ghana," Technology in Society, Elsevier, vol. 65(C).
    107. Chong Dong & Hainan Wang & Wenjin Long & Jiujie Ma & Yi Cui, 2023. "Can Agricultural Cooperatives Promote Chinese Farmers’ Adoption of Green Technologies?," IJERPH, MDPI, vol. 20(5), pages 1-17, February.
    108. Qingzhi Sun & Guanyi Yin & Wei Wei & Zhan Zhang & Guanghao Li & Shenghao Zhu, 2024. "Social Network Analysis of Farmers after the Private Cooperatives’ “Intervention” in a Rural Area of China—A Case Study of the XiangX Cooperative in Shandong Province," Agriculture, MDPI, vol. 14(5), pages 1-22, April.
    109. Bright O. Asante & Wanglin Ma & Stephen Prah & Omphile Temoso, 2024. "Promoting the adoption of climate-smart agricultural technologies among maize farmers in Ghana: using digital advisory services," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(3), pages 1-24, March.
    110. Fang Wu & Xibao Guo & Xia Guo, 2023. "Cooperative membership and new technology adoption of family farms: Evidence from China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 719-739, September.

  55. Wanglin Ma & Awudu Abdulai & Chunbo Ma, 2018. "The effects of off†farm work on fertilizer and pesticide expenditures in China," Review of Development Economics, Wiley Blackwell, vol. 22(2), pages 573-591, May.

    Cited by:

    1. Yang, Jin & Wan, Qian & Bi, Wu, 2020. "Off-farm employment and grain production change: New evidence from China," China Economic Review, Elsevier, vol. 63(C).
    2. Puneet Vatsa & Junpeng Li & Phong Quoc Luu & Julio Cesar Botero‐R, 2023. "Internet use and consumption diversity: Evidence from rural China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1287-1308, August.
    3. Shaleh, Mohammad Ilyas & Toiba, Hery & Muhaimin, Abdul Wahib & Faizal, Febriananda & Rahman, Moh Shadiqur, 2024. "The Impact of Information and Communication Technology (ICT) on Pesticides Use of Potato Farmers in Indonesia," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 16(01), March.
    4. Zou, Baoling & Mishra, Ashok K., 2024. "Modernizing Smallholder Agriculture and Achieving Food Security: An Exploration in Machinery Services and Labor Reallocation in China," IZA Discussion Papers 17008, IZA Network @ LISER.
    5. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun & Rahut, Dil Bahadur, 2022. "Nonfarm employment and consumption diversification in rural China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 582-598.
    6. Xue Shen & Quanyu Yang & Ting Qiu & Rongjun Ao, 2023. "Off-Farm Employment, Outsourced Machinery Services, and Farmers’ Ratoon Rice Production Behavior: Evidence from Rice Farmers in Central China," Agriculture, MDPI, vol. 13(10), pages 1-19, September.
    7. Martey, Edward & Etwire, Prince Maxwell & Adusah-Poku, Frank & Akoto, Isaac, 2022. "Off-farm work, cooking energy choice and time poverty in Ghana: An empirical analysis," Energy Policy, Elsevier, vol. 163(C).
    8. Amadu, Festus O. & McNamara, Paul E. & Miller, Daniel C., 2020. "Understanding the adoption of climate-smart agriculture: A farm-level typology with empirical evidence from southern Malawi," World Development, Elsevier, vol. 126(C).
    9. Weijuan Li & Jinyong Guo & Tian Xie, 2025. "Impact of Non-Agricultural Labor Transfer on the Ecological Efficiency of Cultivated Land: Evidence from China," Agriculture, MDPI, vol. 15(10), pages 1-22, May.
    10. Donghui Song & Fengbo Chen & Xi Ouyang, 2024. "The Impact of Changes in Rural Family Structure on Agricultural Productivity and Efficiency: Evidence from Rice Farmers in China," Sustainability, MDPI, vol. 16(10), pages 1-20, May.
    11. Jing Zhang & Jianhua Wang & Xiaoshi Zhou, 2019. "Farm Machine Use and Pesticide Expenditure in Maize Production: Health and Environment Implications," IJERPH, MDPI, vol. 16(10), pages 1-13, May.
    12. Akpalu, Wisdom & Vondolia, Godwin K. & Adom, Phillip K. & Peprah, Dorcas Asaah, 2023. "Passive Participation in Illegal Fishing and the Welfare of Fishmongers in a Developing Country," EfD Discussion Paper 23-9, Environment for Development, University of Gothenburg.
    13. Ma, Wanglin & Zheng, Hongyun, 2021. "Impacts of Smartphone Use on Agrochemical Use Among Wheat Farmers in China: A Heterogeneous Analysis," 2021 Conference, August 17-31, 2021, Virtual 314991, International Association of Agricultural Economists.
    14. Ruixin Zhang & Lei Luo & Yuying Liu & Xinhong Fu, 2022. "Impact of Labor Migration on Chemical Fertilizer Application of Citrus Growers: Empirical Evidence from China," Sustainability, MDPI, vol. 14(13), pages 1-14, June.
    15. Ma, Wanglin & Qiu, Huanguang & Fan, Yubing & Zhou, Xiaoshi, 2020. "The joint effects of ICT adoption and access to credit on household income in China," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304431, Agricultural and Applied Economics Association.
    16. Asma Akter & Mohammad Shah Jahan & Xianhui Geng & Gershom Endelani Mwalupaso & Fazlul Hoque & Adnan Adeel, 2023. "Building smallholder farmers' capacity to adopt climate‐smart agricultural practices in flood prone areas: Lessons from Bangladesh," Review of Development Economics, Wiley Blackwell, vol. 27(4), pages 2301-2330, November.
    17. Jutao Zeng & Jie Lyu, 2023. "Simultaneous Decisions to Undertake Off-Farm Work and Straw Return: The Role of Cognitive Ability," Land, MDPI, vol. 12(8), pages 1-21, August.
    18. Hao Li & Huina Liu & Wei-Yew Chang & Chun Wang, 2023. "Factors Affecting Farmers’ Environment-Friendly Fertilization Behavior in China: Synthesizing the Evidence Using Meta-Analysis," Agriculture, MDPI, vol. 13(1), pages 1-16, January.
    19. Jin Liu & Yufeng Lu & Qing Xu & Qing Yang, 2019. "Public Health Insurance, Non-Farm Labor Supply, and Farmers’ Income: Evidence from New Rural Cooperative Medical Scheme," IJERPH, MDPI, vol. 16(23), pages 1-15, December.
    20. Martinson Ankrah Twumasi & Abbas Ali Chandio & Ghulam Raza Sargani & Isaac Asare & Huaquan Zhang, 2022. "Off-Farm Employment and Agricultural Credit Fungibility Nexus in Rural Ghana," Sustainability, MDPI, vol. 14(15), pages 1-15, July.
    21. Xi Yu & Xiyang Yin & Yuying Liu & Dongmei Li, 2021. "Do Agricultural Machinery Services Facilitate Land Transfer? Evidence from Rice Farmers in Sichuan Province, China," Land, MDPI, vol. 10(5), pages 1-14, April.
    22. Martinson Ankrah Twumasi & Hongyun Zheng & Love Offeibea Asiedu-Ayeh & Anthony Siaw & Yuansheng Jiang, 2023. "Access to Financial Services and Its Impact on Household Income: Evidence from Rural Ghana," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 35(4), pages 869-890, August.
    23. Ma, Wanglin & Renwick, Alan & Nie, Peng & Tang, Jianjun & Cai, Rong, 2018. "Off-farm work, smartphone use and household income: Evidence from rural China," China Economic Review, Elsevier, vol. 52(C), pages 80-94.
    24. Wanglin Ma & Peng Nie & Pei Zhang & Alan Renwick, 2020. "Impact of Internet use on economic well‐being of rural households: Evidence from China," Review of Development Economics, Wiley Blackwell, vol. 24(2), pages 503-523, May.
    25. Bright O. Asante & Kwabena N. Addai & Stephen Prah & Omphile Temoso & John N. Ng'ombe, 2023. "Hand pollination, mass spraying, and hybrid seedlings: Do these technologies affect the welfare of smallholder cocoa farmers in Ghana?," Review of Development Economics, Wiley Blackwell, vol. 27(4), pages 2271-2300, November.
    26. William Adzawla & Prem S. Bindraban & Williams K. Atakora & Oumou Camara & Amadou Gouzaye, 2022. "Economic Viability of Smallholder Agriculture in the Savannah and Transitional Zones of Ghana: Implications of Farm Output Commercialization and Farm Diversification," Sustainability, MDPI, vol. 14(18), pages 1-22, September.
    27. Wanglin Ma & Hongyun Zheng, 2022. "Heterogeneous impacts of information technology adoption on pesticide and fertiliser expenditures: Evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(1), pages 72-92, January.
    28. Martinson Ankrah Twumasi & Yuansheng Jiang & Bismark Addai & Zhao Ding & Abbas Ali Chandio & Prince Fosu & Dennis Asante & Anthony Siaw & Frank Osei Danquah & Bright Asiamah Korankye & Gideon Ntim-Amo, 2021. "The Impact of Cooperative Membership on Fish Farm Households’ Income: The Case of Ghana," Sustainability, MDPI, vol. 13(3), pages 1-16, January.
    29. Junxia Zeng & Dengwang Li & Cuiping Ma & Bin Wang & Liangliang Gao, 2022. "The Impact of Different Uses of the Internet on Farmers′ Adoption of Soil Testing and Formulated Fertilization Technology in Rural China," IJERPH, MDPI, vol. 20(1), pages 1-14, December.
    30. Xiaoshi Zhou & Wanglin Ma & Gucheng Li, 2018. "Draft Animals, Farm Machines and Sustainable Agricultural Production: Insight from China," Sustainability, MDPI, vol. 10(9), pages 1-16, August.
    31. Sitko, Nicholas J. & Scognamillo, Antonio & Malevolti, Giulia, 2021. "Does receiving food aid influence the adoption of climate-adaptive agricultural practices? Evidence from Ethiopia and Malawi," Food Policy, Elsevier, vol. 102(C).
    32. Xinwei Pei & Xinger Zheng & Cong Wu, 2024. "How Part-Time Farming Affects Cultivated Land Use Sustainability: Survey-Based Assessment in China," Land, MDPI, vol. 13(8), pages 1-19, August.
    33. Guangcheng Ren & Xueqin Zhu & Shuyi Feng, 2023. "The Impact of Migration on Farm Performance: Evidence from Rice Farmers in China," Agriculture, MDPI, vol. 13(3), pages 1-14, March.
    34. Ma, Wanglin & Zheng, Hongyun & Boansi, David & Horlu, Godwin S.A.K. & Owusu, Victor, 2025. "Types of employment and well-being of rural residents: A multinomial endogenous switching regression application," Economic Modelling, Elsevier, vol. 147(C).
    35. Amadu, Festus O. & McNamara, Paul E., 2025. "Agricultural stakeholder panels and lead farmer visits: Evidence from Malawi," World Development Perspectives, Elsevier, vol. 39(C).
    36. Binhui Wei & Chunkai Zhao & Mingzhong Luo & Zhimin Jia & Hailong Xia, 2024. "Beyond the scenery: Understanding the impact of rural tourism development on household consumption in China," Review of Development Economics, Wiley Blackwell, vol. 28(3), pages 1152-1191, August.
    37. Yu Xiao & Caiyan Yang & Lu Zhang, 2024. "The Impact of a Full-Cost Insurance Policy on Fertilizer Reduction and Efficiency: The Case of China," Agriculture, MDPI, vol. 14(9), pages 1-18, September.
    38. Ma, Xiaowei & Li, Chuandong & Kang, Qi & Chen, Danni & Sun, Qingyu, 2024. "Rural household nonagricultural income and energy transition: Evidence from central China," Energy Policy, Elsevier, vol. 188(C).
    39. Ma, Wanglin & Zhou, Xiaoshi & Renwick, Alan, 2019. "Impact of off-farm income on household energy expenditures in China: Implications for rural energy transition," Energy Policy, Elsevier, vol. 127(C), pages 248-258.
    40. Mondal, Ripon Kumar & Selvanathan, Eliyathamby A & Selvanathan, Saroja, "undated". "The impact of rural nonfarm employment on agricultural input use and productivity in Bangladesh," 2020 Conference (64th), February 12-14, 2020, Perth, Western Australia 305251, Australian Agricultural and Resource Economics Society.
    41. Kiros Tsegay & Hongzhong Fan & AM Priyangani Adikari & Hailay Shifare, 2021. "Does gender matter for household livelihood diversification in Ethiopia rural areas?," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 10(6), pages 221-232, September.

  56. Ma, Wanglin & Renwick, Alan & Grafton, Quentin, 2018. "Farm machinery use, off-farm employment and farm performance in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 62(2), April.

    Cited by:

    1. Siyu Yang & Wei Li, 2022. "The Impact of Socialized Agricultural Machinery Services on Land Productivity: Evidence from China," Agriculture, MDPI, vol. 12(12), pages 1-18, December.
    2. Zhou, Xiaoshi & Ma, Wanglin, 2021. "Effects of Agricultural Mechanization on Land Productivity: Evidence from China," 2021 Conference, August 17-31, 2021, Virtual 315143, International Association of Agricultural Economists.
    3. Zou, Baoling & Mishra, Ashok K., 2024. "Modernizing Smallholder Agriculture and Achieving Food Security: An Exploration in Machinery Services and Labor Reallocation in China," IZA Discussion Papers 17008, IZA Network @ LISER.
    4. Yaping He & Dandan Fu & Hua Zhang & Xiudong Wang, 2023. "Can Agricultural Production Services Influence Smallholders’ Willingness to Adjust Their Agriculture Production Modes? Evidence from Rural China," Agriculture, MDPI, vol. 13(3), pages 1-19, February.
    5. Xue Shen & Quanyu Yang & Ting Qiu & Rongjun Ao, 2023. "Off-Farm Employment, Outsourced Machinery Services, and Farmers’ Ratoon Rice Production Behavior: Evidence from Rice Farmers in Central China," Agriculture, MDPI, vol. 13(10), pages 1-19, September.
    6. Ma, Wanglin & Zhou, Xiaoshi & Boansi, David & Horlu, Godwin Seyram Agbemavor & Owusu, Victor, 2024. "Adoption and intensity of agricultural mechanization and their impact on non-farm employment of rural women," World Development, Elsevier, vol. 173(C).
    7. Xin Deng & Miao Zeng & Dingde Xu & Yanbin Qi, 2022. "Why do landslides impact farmland abandonment? Evidence from hilly and mountainous areas of rural China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 113(1), pages 699-718, August.
    8. Lin, Bin & Wang, Xiaoxi & Jin, Songqing & Yang, Wanjiang & Li, Houjian, 2022. "Impacts of cooperative membership on rice productivity: Evidence from China," World Development, Elsevier, vol. 150(C).
    9. Yang Shen & Xiaoyang Guo & Xiuwu Zhang, 2023. "Digital Financial Inclusion, Land Transfer, and Agricultural Green Total Factor Productivity," Sustainability, MDPI, vol. 15(8), pages 1-25, April.
    10. Ziqi Zhang & Jingyi Ding & Kuan Zhang & Xin Deng, 2025. "Impact of Aging on Farmland Abandonment: Evidence from Rural China," Land, MDPI, vol. 14(2), pages 1-27, February.
    11. Qinhang Xu & Peixin Zhu & Liang Tang, 2022. "Agricultural Services: Another Way of Farmland Utilization and Its Effect on Agricultural Green Total Factor Productivity in China," Land, MDPI, vol. 11(8), pages 1-15, July.
    12. Junkai Ma & Xintong Liang, 2025. "How does air pollution perception affect farmers' decisions on agricultural mechanisation? Evidence from rural China," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 71(9), pages 475-484.
    13. Bouchakour, Radhia & Saad, Mohammed, . "Farm and farmer characteristics and off-farm work: evidence from Algeria," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(2).
    14. Kiros Tsegay & Hongzhong Fan & Hailay Shifare & Priyangani Adikari, 2021. "The role of small town in household livelihood diversification in Ethiopia rural areas," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 10(7), pages 230-241, October.
    15. Hang Thi Thuy Nguyen & Thi Quynh Anh Le & Pham Xuan Hung & Nguyen Thai Phan, 2026. "Non-farm employment and agricultural mechanisation adoption: A reciprocal relationship," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 72(1), pages 37-55.
    16. Jing Zhang & Jianhua Wang & Xiaoshi Zhou, 2019. "Farm Machine Use and Pesticide Expenditure in Maize Production: Health and Environment Implications," IJERPH, MDPI, vol. 16(10), pages 1-13, May.
    17. Su, Min & Heerink, Nico & Oosterveer, Peter & Feng, Shuyi, 2025. "Land leasing-in, farm machinery, and pesticide use: A plot-analysis for Jiangsu Province, China," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 2470-2487.
    18. Zhenbang Ma & Huichun Sun, 2024. "Harnessing the Power of Mechanization: A Multivalued Treatment Effect Analysis on Productivity for Chinese Smallholders," Land, MDPI, vol. 13(12), pages 1-21, December.
    19. Xiuhao Quan & Reiner Doluschitz, 2021. "Factors Influencing the Adoption of Agricultural Machinery by Chinese Maize Farmers," Agriculture, MDPI, vol. 11(11), pages 1-11, November.
    20. Jin Liu & Yufeng Lu & Qing Xu & Qing Yang, 2019. "Public Health Insurance, Non-Farm Labor Supply, and Farmers’ Income: Evidence from New Rural Cooperative Medical Scheme," IJERPH, MDPI, vol. 16(23), pages 1-15, December.
    21. Qian Chang & Congying Zhang & Hsiaoping Chien & Wenchao Wu & Minjuan Zhao, 2024. "Impact of outsourcing agricultural production on the frequency and intensity of agrochemical inputs: evidence from a field survey of 1211 farmers in major food-producing areas in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(4), pages 9577-9602, April.
    22. Xiang Li & Xiaoqin Guo, 2023. "Can Policy Promote Agricultural Service Outsourcing? Quasi-Natural Experimental Evidence from China," Sustainability, MDPI, vol. 15(2), pages 1-18, January.
    23. Qian, Long & Lu, Hua & Gao, Qiang & Lu, Hualiang, 2022. "Household-owned farm machinery vs. outsourced machinery services: The impact of agricultural mechanization on the land leasing behavior of relatively large-scale farmers in China," Land Use Policy, Elsevier, vol. 115(C).
    24. Jizhi Li & Qi Jiang, 2025. "Rural Inclusive Finance and Agricultural Carbon Reduction: Evidence from China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(2), pages 9806-9829, June.
    25. Zhongkun Zhu & Wanglin Ma & Chenxin Leng, 2022. "ICT Adoption, Individual Income and Psychological Health of Rural Farmers in China," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(1), pages 71-91, February.
    26. Weiwei Wang & Zhihai Yang & Xiangqun Gu & Amin Mugera & Ning Yin, 2024. "How Farm Machinery Rental Services and Off-Farm Work Affect Household Income in China," Agriculture, MDPI, vol. 14(10), pages 1-16, September.
    27. Luo, Yongmin & Ding, Shenqi & Xiang, Fuzheng & Wang, Lujun, 2024. "Reducing farmland abandonment by raising women’s education levels: Evidence from China," Journal of Asian Economics, Elsevier, vol. 95(C).
    28. Lili Chen & Jiquan Peng & Yibei Zhang, 2022. "Research on the Impact of Rural Land Transfer on Non-Farm Employment of Farm Households: Evidence from Hubei Province, China," IJERPH, MDPI, vol. 19(23), pages 1-19, November.
    29. Lijing Dong & Yingjie Li & Zhenya Sun & Lingyu Zhang & Haiyun Tang, 2024. "Farmers’ Non-Agricultural Income, Agricultural Technological Progress, and Sustainable Food Supply Security: Insights from China," Sustainability, MDPI, vol. 16(18), pages 1-22, September.
    30. Dongyan Ruan & Jinqi Tang & Juan Wang & Jing Zhou & Xiaoyong Zeng & Hanjie Liu, 2025. "A New Path to Aggregate Area Expansion by Agricultural Mechanization: The Seedling Field Saving Effect of Machinery Rice Transplanting and the Case of China," Agriculture, MDPI, vol. 15(2), pages 1-18, January.
    31. Kun Song & Yu Tang & Dungang Zang & Hua Guo & Wenting Kong, 2022. "Does Digital Finance Increase Relatively Large-Scale Farmers’ Agricultural Income through the Allocation of Production Factors? Evidence from China," Agriculture, MDPI, vol. 12(11), pages 1-15, November.
    32. Zheng, Linyi, 2023. "Impact of off-farm employment on cooking fuel choices: Implications for rural-urban transformation in advancing sustainable energy transformation," Energy Economics, Elsevier, vol. 118(C).
    33. Zou, Baoling & Chen, Yudan & Mishra, Ashok K. & Hirsch, Stefan, 2024. "Agricultural mechanization and the performance of the local Chinese economy," Food Policy, Elsevier, vol. 125(C).

  57. Wanglin Ma & Awudu Abdulai, 2018. "IPM adoption, cooperative membership and farm economic performance," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 11(2), pages 218-236, September.

    Cited by:

    1. Mingze Wu & Yueji Zhu, 2023. "Does Farmers’ Lottery Participation Affect Technical Efficiency of Banana Production in Rural China?," Agriculture, MDPI, vol. 13(4), pages 1-17, March.
    2. Zhe Chen & Apurbo Sarkar & Ahmed Khairul Hasan & Xiaojing Li & Xianli Xia, 2021. "Evaluation of Farmers’ Ecological Cognition in Responses to Specialty Orchard Fruit Planting Behavior: Evidence in Shaanxi and Ningxia, China," Agriculture, MDPI, vol. 11(11), pages 1-18, October.
    3. Kifle T. Sebhatu & Fatemeh Taheri & Tekeste Berhanu & Miet Maertens & Steven Van Passel & Marijke D'Haese, 2021. "Beyond focus: Exploring variability of service provision of agricultural cooperatives," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 92(2), pages 207-231, June.
    4. Yuying Liu & Ziqi Liu & Jingzheng Liu & Ling Qiu & Yulin Wang & Xinhong Fu, 2022. "Research on the Impact of Members’ Social Capital within Agricultural Cooperatives on Their Adoption of IPM in China," IJERPH, MDPI, vol. 19(18), pages 1-12, September.
    5. Wanglin Ma & Zhongkun Zhu, 2020. "A Note: Reducing Cropland Abandonment in China – Do Agricultural Cooperatives Play a Role?," Journal of Agricultural Economics, Wiley Blackwell, vol. 71(3), pages 929-935, September.
    6. Chaozhu Li & Xiaoliang Li & Wei Jia, 2022. "Non-Farm Employment Experience, Risk Preferences, and Low-Carbon Agricultural Technology Adoption: Evidence from 1843 Grain Farmers in 14 Provinces in China," Agriculture, MDPI, vol. 13(1), pages 1-16, December.
    7. Lateef Olalekan Bello & Lloyd James Segun Baiyegunhi & Djana Mignouna & Razack Adeoti & Paul Matin Dontsop-Nguezet & Tahirou Abdoulaye & Victor Manyong & Zoumana Bamba & Bola Amoke Awotide, 2021. "Impact of Youth-in-Agribusiness Program on Employment Creation in Nigeria," Sustainability, MDPI, vol. 13(14), pages 1-20, July.
    8. Wanglin Ma & Hongyun Zheng & Yueji Zhu & Jianling Qi, 2022. "Effects of cooperative membership on financial performance of banana farmers in China: A heterogeneous analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(1), pages 5-27, March.
    9. Lin, Yang & Hu, Ruifa & Zhang, Chao & Chen, Kevin, 2022. "The role of public agricultural extension services in driving fertilizer use in rice production in China," Ecological Economics, Elsevier, vol. 200(C).
    10. Si, Ruishi & Lu, Qian & Aziz, Noshaba, 2021. "Does the stability of farmland rental contract & conservation tillage adoption improve family welfare? Empirical insights from Zhangye, China," Land Use Policy, Elsevier, vol. 107(C).
    11. Haolong Liu, 2022. "The Tripartite Evolutionary Game of Green Agro-Product Supply in an Agricultural Industrialization Consortium," Sustainability, MDPI, vol. 14(18), pages 1-19, September.
    12. Hongyu Wang & Apurbo Sarkar & Lu Qian, 2021. "Evaluations of the Roles of Organizational Support, Organizational Norms and Organizational Learning for Adopting Environmentally Friendly Technologies: A Case of Kiwifruit Farmers’ Cooperatives of Meixian, China," Land, MDPI, vol. 10(3), pages 1-23, March.
    13. Sinyolo, Sikhulumile, 2020. "Technology adoption and household food security among rural households in South Africa: The role of improved maize varieties," Technology in Society, Elsevier, vol. 60(C).
    14. Zhang, Shemei & Sun, Zhanli & Ma, Wanglin & Valentinov, Vladislav, 2020. "The effect of cooperative membership on agricultural technology adoption in Sichuan, China," China Economic Review, Elsevier, vol. 62(C).
    15. Martinson Ankrah Twumasi & Yuansheng Jiang & Bismark Addai & Zhao Ding & Abbas Ali Chandio & Prince Fosu & Dennis Asante & Anthony Siaw & Frank Osei Danquah & Bright Asiamah Korankye & Gideon Ntim-Amo, 2021. "The Impact of Cooperative Membership on Fish Farm Households’ Income: The Case of Ghana," Sustainability, MDPI, vol. 13(3), pages 1-16, January.
    16. Yu Sun & Ye Deng & Yonghua Lu & Mingyue Li, 2022. "Competitiveness and sustainable development of Chinableapple industry," PLOS ONE, Public Library of Science, vol. 17(6), pages 1-18, June.
    17. Chenle Xue & Dan Qiao & Noshaba Aziz, 2022. "Influence of Natural Disaster Shock and Collective Action on Farmland Transferees’ No-Tillage Technology Adoption in China," Land, MDPI, vol. 11(9), pages 1-23, September.
    18. Bello, Lateef Olalekan & Baiyegunhi, Lloyd & Mignouna, Djana & Adeoti, Razack & Donstop-Nguezet, Paul Matin & Abdoulaye, Tahirou & Manyong, Victor & Bamba, Zoumana & Awotide, Bola Amoke, 2021. "Impact of Youth-in-Agribusiness Program on Employment Creation in Nigeria," 2021 Conference, August 17-31, 2021, Virtual 315135, International Association of Agricultural Economists.
    19. Wanglin Ma & Xiaobing Wang, 2020. "Internet Use, Sustainable Agricultural Practices and Rural Incomes: Evidence from China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1087-1112, October.
    20. Ahmet Candemir & Sabine Duvaleix & Laure Latruffe, 2021. "Agricultural Cooperatives And Farm Sustainability – A Literature Review," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1118-1144, September.
    21. Hu, Jinhua & Mu, Fan & Jiang, Xinling & Wu, Zhong'an & Olasehinde, Toba & Fan, Yubing & Wang, Tong, 2024. "Herders’ willingness to adopt Climate-Smart Grassland Agriculture: Evidence from the Qilian Mountain region of Northwestern China," 2024 Annual Meeting, July 28-30, New Orleans, LA 343634, Agricultural and Applied Economics Association.

  58. Ma, Wanglin & Renwick, Alan & Nie, Peng & Tang, Jianjun & Cai, Rong, 2018. "Off-farm work, smartphone use and household income: Evidence from rural China," China Economic Review, Elsevier, vol. 52(C), pages 80-94.

    Cited by:

    1. Jingru Xiang & Congying Zhang, 2025. "Decoding the “Digital Code” of Happiness: Elaboration Based on Absolute Income and Relative Income," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 178(3), pages 1025-1052, July.
    2. Xingguang Li & Xuexi Huo, 2025. "Impact of ICT adoption on household consumption: evidence from apple growers in China," Electronic Commerce Research, Springer, vol. 25(4), pages 2673-2697, August.
    3. Rui Zhou & Mingbo Ji & Shaoyang Zhao, 2024. "Does E-Commerce Participation among Farming Households Affect Farmland Abandonment? Evidence from a Large-Scale Survey in China," Land, MDPI, vol. 13(3), pages 1-23, March.
    4. Kunxi Nie & Yueji Zhu, 2025. "Internet access, female’s non-farm employment, and income effects: insights from China," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 13(1), pages 1-29, December.
    5. Huang, Tianyu & Quan, Yiyue & Li, Nan, 2024. "Reallocate to the right place: The heterogeneous effect of internet use on factor allocation of rural households in China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1328-1346.
    6. Anthony Siaw & Yuansheng Jiang & Martinson Ankrah Twumasi & Wonder Agbenyo, 2020. "The Impact of Internet Use on Income: The Case of Rural Ghana," Sustainability, MDPI, vol. 12(8), pages 1-16, April.
    7. Guangshun Xu & Lin Feng & Wenzheng Wang & Qiaohui Liang, 2024. "Digital Financial Literacy and Rural Income Inequality," SAGE Open, , vol. 14(3), pages 21582440241, September.
    8. Martinson Ankrah Twumasi & Yuansheng Jiang & Evans B. Ntiamoah & Selorm Akaba & Kwabena N. Darfor & Linda K. Boateng, 2022. "Access to credit and farmland abandonment nexus: The case of rural Ghana," Natural Resources Forum, Blackwell Publishing, vol. 46(1), pages 3-20, February.
    9. Yi Cai & Wene Qi & Famin Yi, 2023. "Smartphone use and willingness to adopt digital pest and disease management: Evidence from litchi growers in rural China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(1), pages 131-147, January.
    10. Peng Nie & Wanglin Ma & Alfonso Sousa-Poza, 2021. "The relationship between smartphone use and subjective well-being in rural China," Electronic Commerce Research, Springer, vol. 21(4), pages 983-1009, December.
    11. Zeng, Miao & Du, Jiang & Zhu, Xiaoyu & Deng, Xin, 2023. "Does internet use drive rural household savings? Evidence from 7825 farmer households in rural China," Finance Research Letters, Elsevier, vol. 57(C).
    12. Tang, Lin & Luo, Xiaofeng, 2021. "Can agricultural insurance encourage farmers to apply biological pesticides? Evidence from rural China," Food Policy, Elsevier, vol. 105(C).
    13. Yu Zhang & Ben Niu & Xianzhou Zhang, 2024. "Subsidy-Dominated Non-Farm Income Improves Herder Household Livelihoods and Promotes Income Equality in North Tibet, China," Sustainability, MDPI, vol. 16(9), pages 1-17, April.
    14. Yuyu Chen & Ginger Zhe Jin & Yang Yue, 2024. "Peer Migration in China," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(2), pages 257-313, April.
    15. Fang, Lan & Quan, Yurong & Mao, Hui & Chen, Shaojian, 2022. "The Information Communication Technology and Off-farm Employment of Rural Laborers: An Analysis Based on the Micro Data of China Family Panel Studies," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322088, Agricultural and Applied Economics Association.
    16. Hina Amber & Bezawit Beyene Chichaibelu, 2023. "Narrowing the gender digital divide in Pakistan: Mobile phone ownership and female labor force participation," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1354-1382, August.
    17. Emileva, Begaiym & Kuhn, Lena & Bobojonov, Ihtiyor & Glauben, Thomas, 2023. "The role of smartphone-based weather information acquisition on climate change perception accuracy: Cross-country evidence from Kyrgyzstan, Mongolia and Uzbekistan," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 41, pages 1-1.
    18. Zhang, Cheng & Nie, Kunxi & Zhu, Yueji, 2024. "Participation in land rental and labor markets and agricultural economic performance of banana farmers in China," Land Use Policy, Elsevier, vol. 146(C).
    19. Peng, Jingsi & Min, Shi, 2021. "Does Internet Use Improve Rural Residents' Behavior of Food Safety?," 2021 Conference, August 17-31, 2021, Virtual 315238, International Association of Agricultural Economists.
    20. Martinson Ankrah Twumasi & Bright Senyo Dogbe & Ernest Kwarko Ankrah & Zhao Ding & Yuansheng Jiang, 2023. "Assessing Financial Literacy and Farmland Abandonment Relationship in Ghana," Agriculture, MDPI, vol. 13(3), pages 1-18, February.
    21. Ma, Wanglin & Zheng, Hongyun, 2021. "Impacts of Smartphone Use on Agrochemical Use Among Wheat Farmers in China: A Heterogeneous Analysis," 2021 Conference, August 17-31, 2021, Virtual 314991, International Association of Agricultural Economists.
    22. Ni Zhuo & Baozhi Li & Qibiao Zhu & Chen Ji, 2023. "Smartphone‐based agricultural extension services and farm incomes: Evidence from Zhejiang Province in China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1383-1402, August.
    23. Liu, Jian & Ren, Yanjun & Hong, Yu & Glauben, Thomas & Li, Qiang, 2025. "Does Internet use help to achieve sustainable food consumption? Evidence from rural China," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 9, pages 1-10.
    24. Jin Liu & Yufeng Lu & Qing Xu & Qing Yang, 2019. "Public Health Insurance, Non-Farm Labor Supply, and Farmers’ Income: Evidence from New Rural Cooperative Medical Scheme," IJERPH, MDPI, vol. 16(23), pages 1-15, December.
    25. Huidan Xu & Kun Song & Yichao Li & Martinson Ankrah Twumasi, 2023. "The Relationship between Financial Literacy and Income Structure of Rural Farm Households: Evidence from Jiangsu, China," Agriculture, MDPI, vol. 13(3), pages 1-15, March.
    26. Yessica C.Y. Chung & Hung-Hao Chang & Yukinobu Kitamura, 2021. "Digital and traditional media advertising and business performance of agribusiness firms - Empirical evidence in Japan," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 67(2), pages 51-59.
    27. Xiaoshan Hu & Weirui Jiang & Guanghua Wan & Jiehao Zhang, 2024. "The Welfare (Inequality and Growth) Effects of Urbanization: Empirical Evidence from China," Hacienda Pública Española / Review of Public Economics, IEF, vol. 248(1), pages 3-20, March.
    28. Bao, Ligao & Kusadokoro, Motoi & Chitose, Atsushi, 2025. "Financing road projects and its impact on off-farm work in rural China," Socio-Economic Planning Sciences, Elsevier, vol. 99(C).
    29. Deng, Xin & Xu, Dingde & Zeng, Miao & Qi, Yanbin, 2019. "Does Internet use help reduce rural cropland abandonment? Evidence from China," Land Use Policy, Elsevier, vol. 89(C).
    30. Hongyun Zheng & Wanglin Ma, 2023. "Smartphone-based information acquisition and wheat farm performance: insights from a doubly robust IPWRA estimator," Electronic Commerce Research, Springer, vol. 23(2), pages 633-658, June.
    31. Wanglin Ma & Hongyun Zheng, 2022. "Heterogeneous impacts of information technology adoption on pesticide and fertiliser expenditures: Evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(1), pages 72-92, January.
    32. Li, Jiajia & Li, Jun & Zhang, Jian, 2024. "Can digitalization facilitate low carbon lifestyle? --Evidence from households’ embedded emissions in China," Technology in Society, Elsevier, vol. 76(C).
    33. Matsuura,Masanori & Md Saiful Islam,Abu Hayat & Tauseef,Salauddin, 2023. "Mobile phone ownership, income diversification, and household welfare in rural Bangladesh," IDE Discussion Papers 875, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    34. Xiao Song & Kee-Cheok Cheong & Qianyi Wang & Yurui Li, 2020. "Developmental Sustainability through Heritage Preservation: Two Chinese Case Studies," Sustainability, MDPI, vol. 12(9), pages 1-18, May.
    35. Martinson Ankrah Twumasi & Yuansheng Jiang & Bismark Addai & Zhao Ding & Abbas Ali Chandio & Prince Fosu & Dennis Asante & Anthony Siaw & Frank Osei Danquah & Bright Asiamah Korankye & Gideon Ntim-Amo, 2021. "The Impact of Cooperative Membership on Fish Farm Households’ Income: The Case of Ghana," Sustainability, MDPI, vol. 13(3), pages 1-16, January.
    36. Li, Changsheng & Ma, Wanglin & Mishra, Ashok K. & Gao, Liangliang, 2020. "Access to credit and farmland rental market participation: Evidence from rural China," China Economic Review, Elsevier, vol. 63(C).
    37. Weiwei Wang & Zhihai Yang & Xiangqun Gu & Amin Mugera & Ning Yin, 2024. "How Farm Machinery Rental Services and Off-Farm Work Affect Household Income in China," Agriculture, MDPI, vol. 14(10), pages 1-16, September.
    38. Long Yang & Haiyang Lu & Sangui Wang & Meng Li, 2021. "Mobile Internet Use and Multidimensional Poverty: Evidence from A Household Survey in Rural China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(3), pages 1065-1086, December.
    39. Bai, Chen & Chen, Xiaomeng & Han, Keqing, 2020. "Mobile phone addiction and school performance among Chinese adolescents from low-income families: A moderated mediation model," Children and Youth Services Review, Elsevier, vol. 118(C).
    40. Ying Dong & Weijie Luo & Xiaoge Zhang, 2024. "Information and communication technology diffusion and the urban–rural income gap in China," Pacific Economic Review, Wiley Blackwell, vol. 29(2), pages 159-186, May.
    41. Wanglin Ma & R. Quentin Grafton & Alan Renwick, 2020. "Smartphone use and income growth in rural China: empirical results and policy implications," Electronic Commerce Research, Springer, vol. 20(4), pages 713-736, December.
    42. Ma, Wanglin & Zheng, Hongyun & Boansi, David & Horlu, Godwin S.A.K. & Owusu, Victor, 2025. "Types of employment and well-being of rural residents: A multinomial endogenous switching regression application," Economic Modelling, Elsevier, vol. 147(C).
    43. Liu, Guohui & Zhang, Weiguo & Chen, Yan, 2024. "Being a householder speaking a foreign language: Foreign language proficiency and the internet technology adoption of the household," Technology in Society, Elsevier, vol. 78(C).
    44. Yaxuan Zhang & Jiwei Wang & Xinyuan Lu & Beibei Che & Jinming Yu, 2021. "The Associated Factors of Prolonged Screen Time and Using Electronic Devices before Sleep among Elderly People in Shaanxi Province of China: A Cross-Sectional Study," IJERPH, MDPI, vol. 18(13), pages 1-10, June.
    45. Daniel Adu Ankrah & Bright Owusu Asante & Stephen Prah & Forster K. Boateng, 2024. "Impact of digital financial inclusion on the participation in farmer‐based organisations, structured market and off‐farm work in Ghana," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(2), pages 1254-1273, March.
    46. Nawab Khan & Ram L. Ray & Hazem S. Kassem & Farhat Ullah Khan & Muhammad Ihtisham & Shemei Zhang, 2022. "Does the Adoption of Mobile Internet Technology Promote Wheat Productivity? Evidence from Rural Farmers," Sustainability, MDPI, vol. 14(13), pages 1-15, June.
    47. Lin Tang & Xiaofeng Luo & Yanzhong Huang & Sanxia Du & Aqian Yan, 2023. "Can smartphone use increase farmers’ willingness to participate in the centralized treatment of rural domestic sewage? Evidence from rural China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(4), pages 3379-3403, April.
    48. Xian Liang & Hui Xiao & Fangmiao Hou & Xuan Guo & Lishan Li & Longjunjiang Huang, 2024. "Breaking the chains of poverty: examining the influence of smartphone usage on multidimensional poverty in rural settings," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
    49. Zhang, Yujiao & Chai, Yujia & Mao, Hui, 2025. "Rural collective property rights system reform and household energy transition in China," Energy, Elsevier, vol. 340(C).
    50. Rob Kim Marjerison & Chungil Chae & Shitong Li, 2021. "Investor Activity in Chinese Financial Institutions: A Precursor to Economic Sustainability," Sustainability, MDPI, vol. 13(21), pages 1-17, November.
    51. Lu Wang & Xueping Gao & Ruolan Yuan & Mingzhong Luo, 2023. "Impact and Spatial Effect of Socialized Services on Agricultural Eco-Efficiency in China: Evidence from Jiangxi Province," Sustainability, MDPI, vol. 16(1), pages 1-16, December.
    52. Min, Shi & Liu, Min & Huang, Jikun, 2020. "Does the application of ICTs facilitate rural economic transformation in China? Empirical evidence from the use of smartphones among farmers," Journal of Asian Economics, Elsevier, vol. 70(C).
    53. Martinson Ankrah Twumasi & Yuansheng Jiang & Zhao Ding & Pengcheng Wang & Wonder Abgenyo, 2022. "The Mediating Role of Access to Financial Services in the Effect of Financial Literacy on Household Income: The Case of Rural Ghana," SAGE Open, , vol. 12(1), pages 21582440221, February.
    54. Bhandari, Aarushi & Burroway, Rebekah, 2023. "Hold the phone! A cross-national analysis of Women's education, mobile phones, and HIV infections in low- and middle-income countries, 1990–2018," Social Science & Medicine, Elsevier, vol. 334(C).
    55. Sun, Shengyang & Zhang, Chao & Hu, Ruifa & Liu, Jian, 2023. "Do pesticide retailers’ recommendations aggravate pesticide overuse? Evidence from rural China," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 13(7), pages 1-1.
    56. Dong, Zhaoyingzi & Chi-man Hui, Eddie & Yu, Chenwei, 2024. "Does housing purchase affect entrepreneurship? -Evidence from urban households in China," International Review of Economics & Finance, Elsevier, vol. 96(PB).
    57. Shengyang Sun & Chao Zhang & Ruifa Hu & Jian Liu, 2023. "Do Pesticide Retailers’ Recommendations Aggravate Pesticide Overuse? Evidence from Rural China," Agriculture, MDPI, vol. 13(7), pages 1-16, June.
    58. Abraham Amoussouga Gero, 2024. "A new insight impact of off-farm work on food security of smallholders: evidence of heterogeneous effects from Benin," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 26(2), pages 683-703, August.

  59. Wanglin Ma & Alan Renwick & Quentin Grafton, 2018. "Farm machinery use, off†farm employment and farm performance in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 62(2), pages 279-298, April.

    Cited by:

    1. Siyu Yang & Wei Li, 2022. "The Impact of Socialized Agricultural Machinery Services on Land Productivity: Evidence from China," Agriculture, MDPI, vol. 12(12), pages 1-18, December.
    2. Zhou, Xiaoshi & Ma, Wanglin, 2021. "Effects of Agricultural Mechanization on Land Productivity: Evidence from China," 2021 Conference, August 17-31, 2021, Virtual 315143, International Association of Agricultural Economists.
    3. Zou, Baoling & Mishra, Ashok K., 2024. "Modernizing Smallholder Agriculture and Achieving Food Security: An Exploration in Machinery Services and Labor Reallocation in China," IZA Discussion Papers 17008, IZA Network @ LISER.
    4. Yaping He & Dandan Fu & Hua Zhang & Xiudong Wang, 2023. "Can Agricultural Production Services Influence Smallholders’ Willingness to Adjust Their Agriculture Production Modes? Evidence from Rural China," Agriculture, MDPI, vol. 13(3), pages 1-19, February.
    5. Xin Deng & Zhongcheng Yan & Dingde Xu & Yanbin Qi, 2020. "Land Registration, Adjustment Experience, and Agricultural Machinery Adoption: Empirical Analysis from Rural China," Land, MDPI, vol. 9(3), pages 1-14, March.
    6. Xue Shen & Quanyu Yang & Ting Qiu & Rongjun Ao, 2023. "Off-Farm Employment, Outsourced Machinery Services, and Farmers’ Ratoon Rice Production Behavior: Evidence from Rice Farmers in Central China," Agriculture, MDPI, vol. 13(10), pages 1-19, September.
    7. Ma, Wanglin & Zhou, Xiaoshi & Boansi, David & Horlu, Godwin Seyram Agbemavor & Owusu, Victor, 2024. "Adoption and intensity of agricultural mechanization and their impact on non-farm employment of rural women," World Development, Elsevier, vol. 173(C).
    8. Xin Deng & Miao Zeng & Dingde Xu & Yanbin Qi, 2022. "Why do landslides impact farmland abandonment? Evidence from hilly and mountainous areas of rural China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 113(1), pages 699-718, August.
    9. Lin, Bin & Wang, Xiaoxi & Jin, Songqing & Yang, Wanjiang & Li, Houjian, 2022. "Impacts of cooperative membership on rice productivity: Evidence from China," World Development, Elsevier, vol. 150(C).
    10. Yang Shen & Xiaoyang Guo & Xiuwu Zhang, 2023. "Digital Financial Inclusion, Land Transfer, and Agricultural Green Total Factor Productivity," Sustainability, MDPI, vol. 15(8), pages 1-25, April.
    11. Ziqi Zhang & Jingyi Ding & Kuan Zhang & Xin Deng, 2025. "Impact of Aging on Farmland Abandonment: Evidence from Rural China," Land, MDPI, vol. 14(2), pages 1-27, February.
    12. Qinhang Xu & Peixin Zhu & Liang Tang, 2022. "Agricultural Services: Another Way of Farmland Utilization and Its Effect on Agricultural Green Total Factor Productivity in China," Land, MDPI, vol. 11(8), pages 1-15, July.
    13. Zou, Baoling & Mishra, Ashok K. & Luo, Biliang, . "Do Chinese farmers benefit from farmland leasing choices? Evidence from a nationwide survey," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(2).
    14. Junkai Ma & Xintong Liang, 2025. "How does air pollution perception affect farmers' decisions on agricultural mechanisation? Evidence from rural China," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 71(9), pages 475-484.
    15. Bouchakour, Radhia & Saad, Mohammed, . "Farm and farmer characteristics and off-farm work: evidence from Algeria," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(2).
    16. Kiros Tsegay & Hongzhong Fan & Hailay Shifare & Priyangani Adikari, 2021. "The role of small town in household livelihood diversification in Ethiopia rural areas," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 10(7), pages 230-241, October.
    17. Hang Thi Thuy Nguyen & Thi Quynh Anh Le & Pham Xuan Hung & Nguyen Thai Phan, 2026. "Non-farm employment and agricultural mechanisation adoption: A reciprocal relationship," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 72(1), pages 37-55.
    18. Jing Zhang & Jianhua Wang & Xiaoshi Zhou, 2019. "Farm Machine Use and Pesticide Expenditure in Maize Production: Health and Environment Implications," IJERPH, MDPI, vol. 16(10), pages 1-13, May.
    19. Su, Min & Heerink, Nico & Oosterveer, Peter & Feng, Shuyi, 2025. "Land leasing-in, farm machinery, and pesticide use: A plot-analysis for Jiangsu Province, China," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 2470-2487.
    20. Ma, Wanglin & Qiu, Huanguang & Fan, Yubing & Zhou, Xiaoshi, 2020. "The joint effects of ICT adoption and access to credit on household income in China," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304431, Agricultural and Applied Economics Association.
    21. Zhenbang Ma & Huichun Sun, 2024. "Harnessing the Power of Mechanization: A Multivalued Treatment Effect Analysis on Productivity for Chinese Smallholders," Land, MDPI, vol. 13(12), pages 1-21, December.
    22. Xiuhao Quan & Reiner Doluschitz, 2021. "Factors Influencing the Adoption of Agricultural Machinery by Chinese Maize Farmers," Agriculture, MDPI, vol. 11(11), pages 1-11, November.
    23. Jin Liu & Yufeng Lu & Qing Xu & Qing Yang, 2019. "Public Health Insurance, Non-Farm Labor Supply, and Farmers’ Income: Evidence from New Rural Cooperative Medical Scheme," IJERPH, MDPI, vol. 16(23), pages 1-15, December.
    24. Qian Chang & Congying Zhang & Hsiaoping Chien & Wenchao Wu & Minjuan Zhao, 2024. "Impact of outsourcing agricultural production on the frequency and intensity of agrochemical inputs: evidence from a field survey of 1211 farmers in major food-producing areas in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(4), pages 9577-9602, April.
    25. Xi Yu & Xiyang Yin & Yuying Liu & Dongmei Li, 2021. "Do Agricultural Machinery Services Facilitate Land Transfer? Evidence from Rice Farmers in Sichuan Province, China," Land, MDPI, vol. 10(5), pages 1-14, April.
    26. Zhaoyu Zhai & José-Fernán Martínez Ortega & Néstor Lucas Martínez & Huanliang Xu, 2020. "An Efficient Case Retrieval Algorithm for Agricultural Case-Based Reasoning Systems, with Consideration of Case Base Maintenance," Agriculture, MDPI, vol. 10(9), pages 1-21, September.
    27. Deng, Xin & Xu, Dingde & Zeng, Miao & Qi, Yanbin, 2019. "Does Internet use help reduce rural cropland abandonment? Evidence from China," Land Use Policy, Elsevier, vol. 89(C).
    28. Xiang Li & Xiaoqin Guo, 2023. "Can Policy Promote Agricultural Service Outsourcing? Quasi-Natural Experimental Evidence from China," Sustainability, MDPI, vol. 15(2), pages 1-18, January.
    29. Xiaoshi Zhou & Wanglin Ma & Gucheng Li & Huanguang Qiu, 2020. "Farm machinery use and maize yields in China: an analysis accounting for selection bias and heterogeneity," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1282-1307, October.
    30. Qian, Long & Lu, Hua & Gao, Qiang & Lu, Hualiang, 2022. "Household-owned farm machinery vs. outsourced machinery services: The impact of agricultural mechanization on the land leasing behavior of relatively large-scale farmers in China," Land Use Policy, Elsevier, vol. 115(C).
    31. Jizhi Li & Qi Jiang, 2025. "Rural Inclusive Finance and Agricultural Carbon Reduction: Evidence from China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(2), pages 9806-9829, June.
    32. Xiaoshi Zhou & Wanglin Ma & Gucheng Li, 2018. "Draft Animals, Farm Machines and Sustainable Agricultural Production: Insight from China," Sustainability, MDPI, vol. 10(9), pages 1-16, August.
    33. Zhongkun Zhu & Wanglin Ma & Chenxin Leng, 2022. "ICT Adoption, Individual Income and Psychological Health of Rural Farmers in China," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(1), pages 71-91, February.
    34. Weiwei Wang & Zhihai Yang & Xiangqun Gu & Amin Mugera & Ning Yin, 2024. "How Farm Machinery Rental Services and Off-Farm Work Affect Household Income in China," Agriculture, MDPI, vol. 14(10), pages 1-16, September.
    35. Hongyun Zheng & Wanglin Ma, 2021. "The role of resource reallocation in promoting total factor productivity growth: Insights from China’s agricultural sector," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2350-2371, November.
    36. Luo, Yongmin & Ding, Shenqi & Xiang, Fuzheng & Wang, Lujun, 2024. "Reducing farmland abandonment by raising women’s education levels: Evidence from China," Journal of Asian Economics, Elsevier, vol. 95(C).
    37. Lili Chen & Jiquan Peng & Yibei Zhang, 2022. "Research on the Impact of Rural Land Transfer on Non-Farm Employment of Farm Households: Evidence from Hubei Province, China," IJERPH, MDPI, vol. 19(23), pages 1-19, November.
    38. Lijing Dong & Yingjie Li & Zhenya Sun & Lingyu Zhang & Haiyun Tang, 2024. "Farmers’ Non-Agricultural Income, Agricultural Technological Progress, and Sustainable Food Supply Security: Insights from China," Sustainability, MDPI, vol. 16(18), pages 1-22, September.
    39. Dongyan Ruan & Jinqi Tang & Juan Wang & Jing Zhou & Xiaoyong Zeng & Hanjie Liu, 2025. "A New Path to Aggregate Area Expansion by Agricultural Mechanization: The Seedling Field Saving Effect of Machinery Rice Transplanting and the Case of China," Agriculture, MDPI, vol. 15(2), pages 1-18, January.
    40. Kun Song & Yu Tang & Dungang Zang & Hua Guo & Wenting Kong, 2022. "Does Digital Finance Increase Relatively Large-Scale Farmers’ Agricultural Income through the Allocation of Production Factors? Evidence from China," Agriculture, MDPI, vol. 12(11), pages 1-15, November.
    41. Wanglin Ma & Huanguang Qiu & Dil Bahadur Rahut, 2023. "Rural development in the digital age: Does information and communication technology adoption contribute to credit access and income growth in rural China?," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1421-1444, August.
    42. Zheng, Linyi, 2023. "Impact of off-farm employment on cooking fuel choices: Implications for rural-urban transformation in advancing sustainable energy transformation," Energy Economics, Elsevier, vol. 118(C).
    43. Tongwei, Qiu & Luo, Biliang & Boris Choy, S.T. & Li, Yifei & He, Qinying, 2020. "Do land renting-in and its marketization increase labor input in agriculture? Evidence from rural China," Land Use Policy, Elsevier, vol. 99(C).
    44. Zou, Baoling & Chen, Yudan & Mishra, Ashok K. & Hirsch, Stefan, 2024. "Agricultural mechanization and the performance of the local Chinese economy," Food Policy, Elsevier, vol. 125(C).

  60. Xiaoshi Zhou & Wanglin Ma & Gucheng Li, 2018. "Draft Animals, Farm Machines and Sustainable Agricultural Production: Insight from China," Sustainability, MDPI, vol. 10(9), pages 1-16, August.

    Cited by:

    1. Zhou, Xiaoshi & Ma, Wanglin, 2021. "Effects of Agricultural Mechanization on Land Productivity: Evidence from China," 2021 Conference, August 17-31, 2021, Virtual 315143, International Association of Agricultural Economists.
    2. Jing Zhang & Jianhua Wang & Xiaoshi Zhou, 2019. "Farm Machine Use and Pesticide Expenditure in Maize Production: Health and Environment Implications," IJERPH, MDPI, vol. 16(10), pages 1-13, May.
    3. Xiaoshi Zhou & Wanglin Ma & Gucheng Li & Huanguang Qiu, 2020. "Farm machinery use and maize yields in China: an analysis accounting for selection bias and heterogeneity," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1282-1307, October.
    4. Ahmad Bathaei & Dalia Štreimikienė, 2023. "A Systematic Review of Agricultural Sustainability Indicators," Agriculture, MDPI, vol. 13(2), pages 1-19, January.
    5. Edinam Dope Setsoafia & Wanglin Ma & Alan Renwick, 2022. "Effects of sustainable agricultural practices on farm income and food security in northern Ghana," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-15, December.

  61. Wanglin Ma & Awudu Abdulai, 2017. "The economic impacts of agricultural cooperatives on smallholder farmers in rural China," Agribusiness, John Wiley & Sons, Ltd., vol. 33(4), pages 537-551, September.

    Cited by:

    1. Puneet Vatsa & Junpeng Li & Phong Quoc Luu & Julio Cesar Botero‐R, 2023. "Internet use and consumption diversity: Evidence from rural China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1287-1308, August.
    2. Awal Abdul‐Rahaman & Awudu Abdulai, 2022. "Mobile money adoption, input use, and farm output among smallholder rice farmers in Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 38(1), pages 236-255, January.
    3. Hongyun Zheng & Yuwen Zhou & Dil Bahadur Rahut, 2023. "Smartphone use, off‐farm employment, and women's decision‐making power: Evidence from rural China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1327-1353, August.
    4. Yuanyuan Peng & H. Holly Wang & Yueshu Zhou, 2022. "Can cooperatives help commercial farms to access credit in China? Evidence from Jiangsu Province," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 70(4), pages 325-349, December.
    5. Kumar, K. Nirmal Ravi & Reddy, M. Jagan Mohan & Shafiwu, Adinan Bahahudeen & Reddy, A. Amaraendar, . "Impact of Farmer Producer Organizations on Price and Poverty Alleviation of Smallholder Dry Chillies Farmers in India," Research on World Agricultural Economy, Nan Yang Academy of Sciences Pte Ltd (NASS), vol. 4(3).
    6. Mengshuai Zhu & Chen Shen & Yajun Tian & Jianzhai Wu & Yueying Mu, 2022. "Factors Affecting Smallholder Farmers’ Marketing Channel Choice in China with Multivariate Logit Model," Agriculture, MDPI, vol. 12(9), pages 1-11, September.
    7. Samuel Ahado & Levan Chkhvirkia & Jiri Hejkrlik, 2022. "Is the Success of Rural Cooperatives Conditioned by the Group Characteristics and Their Value Chain? Evidence from New Farmer Groups in Georgia," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(2), pages 677-702, April.
    8. Shaleh, Mohammad Ilyas & Toiba, Hery & Muhaimin, Abdul Wahib & Faizal, Febriananda & Rahman, Moh Shadiqur, 2024. "The Impact of Information and Communication Technology (ICT) on Pesticides Use of Potato Farmers in Indonesia," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 16(01), March.
    9. Kifle T. Sebhatu & Fatemeh Taheri & Tekeste Berhanu & Miet Maertens & Steven Van Passel & Marijke D'Haese, 2021. "Beyond focus: Exploring variability of service provision of agricultural cooperatives," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 92(2), pages 207-231, June.
    10. Xiangyu Wu & Yunlong Ding, 2018. "The Service Supply Effect of Cooperatives under Economic Transformation: A Demand-Supply Perspective," Sustainability, MDPI, vol. 10(9), pages 1-18, August.
    11. Awal Abdul‐Rahaman & Awudu Abdulai, 2020. "Social networks, rice value chain participation and market performance of smallholder farmers in Ghana," African Development Review, African Development Bank, vol. 32(2), pages 216-227, June.
    12. Carlos Omar Trejo-Pech & Roselia Servín-Juárez & Álvaro Reyes-Duarte, 2023. "What sets cooperative farmers apart from non-cooperative farmers? A transaction cost economics analysis of coffee farmers in Mexico," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 11(1), pages 1-24, December.
    13. Nawab Khan & Ram L. Ray & Hazem S. Kassem & Muhammad Ihtisham & Badar Naseem Siddiqui & Shemei Zhang, 2022. "Can Cooperative Supports and Adoption of Improved Technologies Help Increase Agricultural Income? Evidence from a Recent Study," Land, MDPI, vol. 11(3), pages 1-18, March.
    14. Neubauer, Florian & Songsermsawas, Tisorn & Kámiche-Zegarra, Joanna & Bravo-Ureta, Boris E., 2022. "Technical efficiency and technological gaps correcting for selectivity bias: Insights from a value chain project in Nepal," Food Policy, Elsevier, vol. 112(C).
    15. Li, Xiaokang & Guo, Hongdong & Jin, Songqing & Ma, Wanglin & Zeng, Yiwu, 2021. "Do farmers gain internet dividends from E-commerce adoption? Evidence from China," Food Policy, Elsevier, vol. 101(C).
    16. Ngobeni, L. & Nhundu, K. & Chaminuka, P. & Mamabolo, M. & Makhura, N.M., 2023. "Evaluating smallholder farmers’ knowledge, attitude, and practice (KAP) towards cassava production in South Africa," 2023 Seventh AAAE/60th AEASA Conference, September 18-21, 2023, Durban, South Africa 365879, African Association of Agricultural Economists (AAAE).
    17. Utomo, Raden Priyo & Kuleh, Yohanes & Darma, Dio Caisar, 2023. "Conventional vs modern: which approach is better for the success of agricultural cooperatives?," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 9(4), December.
    18. Wanglin Ma & Hongyun Zheng & Yueji Zhu & Jianling Qi, 2022. "Effects of cooperative membership on financial performance of banana farmers in China: A heterogeneous analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(1), pages 5-27, March.
    19. Yun Shen & Jinmin Wang & Luyao Wang & Bin Wu & Xuelan Ye & Yang Han & Rui Wang & Abbas Ali Chandio, 2022. "How Do Cooperatives Alleviate Poverty of Farmers? Evidence from Rural China," Land, MDPI, vol. 11(10), pages 1-23, October.
    20. Yao, B. & Shanoyan, A., 2018. "The Use of Mobile Money Application and Smallholder Farmer Market Participation: Evidence form Cote d Ivoire and Tanzania," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277259, International Association of Agricultural Economists.
    21. Vinayak Nikam & T. M. Kiran Kumara & Samarth Godara & Pratap Singh Birthal, 2026. "Understanding Factors Influencing Economic Viability of Farmer Producer Organizations: Empirical Evidence From India," Agribusiness, John Wiley & Sons, Ltd., vol. 42(2), pages 831-844, April.
    22. Lishi Mao & Junfeng Song & Siyuan Xu & Degui Yu, 2023. "Impact of Digital Platform Organization on Reducing Green Production Risk to Tackle COVID-19: Evidence from Farmers in Jiangsu China," Agriculture, MDPI, vol. 13(1), pages 1-16, January.
    23. Huma Neupane & Krishna P. Paudel & Mandeep Adhikari & Qinying He, 2022. "Impact of cooperative membership on production efficiency of smallholder goat farmers in Nepal," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(2), pages 337-356, June.
    24. Zhanping Hu & Qian Forrest Zhang, 2024. "Alternative agrifood systems and the economic sustainability of farmers' cooperatives: The Chinese experience," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(6), pages 7447-7460, December.
    25. Hossain, Marup & Mendiratta, Vibhuti & Mabiso, Athur & Songsermsawas, Tisorn, 2025. "Training, credit, and infrastructure for improving market access among small-scale producers in the Philippines," Food Policy, Elsevier, vol. 132(C).
    26. Hongyun Zheng & Wanglin Ma & Gucheng Li, 2021. "Adoption of organic soil amendments and its impact on farm performance: evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 65(2), pages 367-390, April.
    27. Sanjaya Fernando & Elena Garnevska & Thiagarajah Ramilan & Nicola Shadbolt, 2025. "Cooperatives’ level of vertical integration and farm financial performance amongst smallholder farmer‐members in Sri Lanka," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 96(1), pages 149-170, March.
    28. Shaoze Jin & Xiangping Jia & Harvey S. James, 2021. "Risk attitudes within farmer cooperative organizations: Evidence from China's fresh apple industry," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 92(2), pages 173-205, June.
    29. Martinson Ankrah Twumasi & Hongyun Zheng & Love Offeibea Asiedu-Ayeh & Anthony Siaw & Yuansheng Jiang, 2023. "Access to Financial Services and Its Impact on Household Income: Evidence from Rural Ghana," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 35(4), pages 869-890, August.
    30. Liu, Y., 2018. "Determinants and impacts of marketing channel choice among cooperatives members: Evidence from agricultural cooperative in China," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 275898, International Association of Agricultural Economists.
    31. Hongyun Zheng & Wanglin Ma, 2023. "Smartphone-based information acquisition and wheat farm performance: insights from a doubly robust IPWRA estimator," Electronic Commerce Research, Springer, vol. 23(2), pages 633-658, June.
    32. Hery Toiba & Moh Shadiqur Rahman & Rachman Hartono & Dwi Retnoningsih, 2024. "Improving dairy farmers’ welfare in Indonesia: Does cooperative membership matter?," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(4), pages 1003-1019, December.
    33. Shan Jiang & Hongyan Zhang & Wenfeng Cong & Zhengyuan Liang & Qiran Ren & Chong Wang & Fusuo Zhang & Xiaoqiang Jiao, 2020. "Multi-Objective Optimization of Smallholder Apple Production: Lessons from the Bohai Bay Region," Sustainability, MDPI, vol. 12(16), pages 1-15, August.
    34. Solano-Gaviño, Juan Carlos & Siche, Raúl, 2024. "Smallholder Conflicts in Agribusiness Systems," International Journal on Food System Dynamics, International Center for Management, Communication, and Research, vol. 15(01), January.
    35. Ji, Chen & Jin, Songqing & Wang, Haitao & Ye, Chunhui, 2019. "Estimating effects of cooperative membership on farmers’ safe production behaviors: Evidence from pig sector in China," Food Policy, Elsevier, vol. 83(C), pages 231-245.
    36. Zhongkun Zhu & Wanglin Ma & Chenxin Leng, 2022. "ICT adoption and tourism consumption among rural residents in China," Tourism Economics, , vol. 28(6), pages 1669-1675, September.
    37. Ma, Wanglin & Renwick, Alan & Yuan, Peng & Ratna, Nazmun, 2018. "Agricultural cooperative membership and technical efficiency of apple farmers in China: An analysis accounting for selectivity bias," Food Policy, Elsevier, vol. 81(C), pages 122-132.
    38. Junying Lin & Songqing Jin & Hongdong Guo, 2023. "Do outsourcing services provided by agricultural cooperatives affect technical efficiency? Insights from tobacco farmers in China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 781-804, September.
    39. Zhang, Shemei & Sun, Zhanli & Ma, Wanglin & Valentinov, Vladislav, 2020. "The effect of cooperative membership on agricultural technology adoption in Sichuan, China," China Economic Review, Elsevier, vol. 62(C).
    40. Martinson Ankrah Twumasi & Yuansheng Jiang & Bismark Addai & Zhao Ding & Abbas Ali Chandio & Prince Fosu & Dennis Asante & Anthony Siaw & Frank Osei Danquah & Bright Asiamah Korankye & Gideon Ntim-Amo, 2021. "The Impact of Cooperative Membership on Fish Farm Households’ Income: The Case of Ghana," Sustainability, MDPI, vol. 13(3), pages 1-16, January.
    41. Abebayehu Girma Geffersa & Md. Monirul Islam, 2026. "Beyond subsistence? The role of rural cooperatives in driving smallholder commercialization in Ethiopia," Agribusiness, John Wiley & Sons, Ltd., vol. 42(1), pages 271-295, January.
    42. Kayode Ajewole & Ashok K. Mishra & Alexis Villacis, 2025. "Acreage and farm investments decisions amidst uncertainty: A case study of rural India," Agribusiness, John Wiley & Sons, Ltd., vol. 41(2), pages 544-569, April.
    43. Patience Pokuaa Gambrah & Qian Yu, 2025. "Smallholder farmers’ network structure: a case study in Ghana," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(3), pages 1-17, March.
    44. Chen, Feifei & Qiu, Huanguang & Zhao, Yilin & Wei, Xun & Wan, Xiangyuan, 2024. "Impact of new maize variety adoption on yield and fertilizer input in China: Implications for sustainable food and agriculture," Agricultural Systems, Elsevier, vol. 218(C).
    45. Pierre Chollet & Geoffroy Enjolras & Iciar Pavez & Louis‐Antoine Saïsset, 2026. "The sustainability performance of agricultural cooperatives: A systematic literature review," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 97(2), pages 321-367, June.
    46. Theo Benos & Nikos Kalogeras & Martin Wetzels & Ko De Ruyter & Joost M. E. Pennings, 2018. "Harnessing a ‘Currency Matrix’ for Performance Measurement in Cooperatives: A Multi-Phased Study," Sustainability, MDPI, vol. 10(12), pages 1-38, December.
    47. Axel WOLZ & Shemei ZHANG & Ya DING, 2020. "Agricultural production cooperatives and agricultural development: Is there a niche after all? Findings from an exploratory survey in China," CIRIEC Working Papers 2004, CIRIEC - Université de Liège.
    48. Le Canh Bich Tho & Chieko Umetsu, 2026. "Paddy Cooperatives and Climate‐Smart Agriculture Adoption: A Case Study in the Vietnamese Mekong Delta," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 70(1), pages 87-101, January.
    49. Yuanqian He & Yiting Chen, 2024. "The Impact of Agricultural Cooperatives on Farmers’ Agricultural Revenue: Evidence from Rural China," Sustainability, MDPI, vol. 16(24), pages 1-22, December.
    50. Chenle Xue & Dan Qiao & Noshaba Aziz, 2022. "Influence of Natural Disaster Shock and Collective Action on Farmland Transferees’ No-Tillage Technology Adoption in China," Land, MDPI, vol. 11(9), pages 1-23, September.
    51. Yuan Fang & Yahong Fan & Dehong Yu & Jing Shen & Wankun Jiang & Degui Yu, 2020. "Impact of farmers' benefits linking stability on cloud farm platform of company to farmer model," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 66(9), pages 424-433.
    52. Ananya Khajuria & Shaveta Kohli, 2026. "Prioritizing sustainability in agricultural marketing cooperative research: A bibliometric analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 97(2), pages 291-319, June.
    53. Yuyang Li & Jiahui Li & Xinjie Li & Qian Lu, 2025. "Income Effects and Mechanisms of Farmers’ Participation in Agricultural Industry Organizations: A Case Study of the Kiwi Fruit Industry," Agriculture, MDPI, vol. 15(13), pages 1-25, July.
    54. Yang Zou & Qingbin Wang, 2022. "Impacts of farmer cooperative membership on household income and inequality: Evidence from a household survey in China," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-17, December.
    55. Qingzhi Sun & Guanyi Yin & Wei Wei & Zhan Zhang & Guanghao Li & Shenghao Zhu, 2024. "Social Network Analysis of Farmers after the Private Cooperatives’ “Intervention” in a Rural Area of China—A Case Study of the XiangX Cooperative in Shandong Province," Agriculture, MDPI, vol. 14(5), pages 1-22, April.
    56. Fang Wu & Xibao Guo & Xia Guo, 2023. "Cooperative membership and new technology adoption of family farms: Evidence from China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 719-739, September.

  62. Xiaolong Feng & Mingyue Liu & Xuexi Huo & Wanglin Ma, 2017. "What Motivates Farmers’ Adaptation to Climate Change? The Case of Apple Farmers of Shaanxi in China," Sustainability, MDPI, vol. 9(4), pages 1-15, March.

    Cited by:

    1. Grace B. Villamor & Steve J. Wakelin & Andrew Dunningham & Peter W. Clinton, 2023. "Climate change adaptation behaviour of forest growers in New Zealand: an application of protection motivation theory," Climatic Change, Springer, vol. 176(2), pages 1-25, February.
    2. Omar Paolo Benito & Nagib Ismail Ahmed & Yogi Tri Prasetyo & Maela Madel L. Cahigas & Reny Nadlifatin, 2025. "Factors Affecting the Drought Preparedness in Somaliland," Sustainability, MDPI, vol. 17(2), pages 1-22, January.
    3. Ante Ivčević & Isabel Estrela Rego & Rui Gaspar & Vania Statzu, 2021. "Telluric and Climate-Related Risk Awareness, and Risk Mitigation Strategies in the Azores Archipelago: First Steps for Building Societal Resilience," Sustainability, MDPI, vol. 13(15), pages 1-11, August.
    4. Ulrike Meinel & Ralf Schüle, 2018. "The Difficulty of Climate Change Adaptation in Manufacturing Firms: Developing an Action-Theoretical Perspective on the Causality of Adaptive Inaction," Sustainability, MDPI, vol. 10(2), pages 1-16, February.
    5. Thiam, Habibatou I. & Owusu, Victor & Villamor, Grace B. & Schuler, Johannes & Hathie, Ibrahima, 2024. "Farmers’ intention to adapt to soil salinity expansion in Fimela, Sine-Saloum area in Senegal: A structural equation modelling approach," Land Use Policy, Elsevier, vol. 137(C).
    6. Neamat Allah Madadizadeh & Hossein Arzani & Seyed Akbar Javadi & Seyed Hamid Movahed Mohammadi & Mohammad Hossein Razzaghi, 2024. "Pro‐environmental intention toward sustainable rangeland's management; application of protection motivation and cultural theories," Natural Resources Forum, Blackwell Publishing, vol. 48(2), pages 404-434, May.
    7. Wenmei Guo & Veeshan Rayamajhee & Alok K. Bohara, 2023. "Impacts of climate change on food utilization in Nepal," Review of Development Economics, Wiley Blackwell, vol. 27(1), pages 630-659, February.
    8. Nguyen The Manh & Changhui Song & Mokbul Morshed Ahmad & Indrajit Pal, 2025. "Understanding the Psychological Factors Affecting Vietnamese Ethnic Minority Farmers to Climate Change," SAGE Open, , vol. 15(4), pages 21582440251, November.
    9. Thanapong Champahom & Sajjakaj Jomnonkwao & Woraanong Thotongkam & Pornsiri Jongkol & Porntip Rodpon & Vatanavongs Ratanavaraha, 2023. "Investigating Parents’ Attitudes towards the Use of Child Restraint Systems by Comparing Non-Users and User Parents," Sustainability, MDPI, vol. 15(4), pages 1-24, February.
    10. Hui Ju & Qin Liu & Yingchun Li & Xiaoxu Long & Zhongwei Liu & Erda Lin, 2020. "Multi-Stakeholder Efforts to Adapt to Climate Change in China’s Agricultural Sector," Sustainability, MDPI, vol. 12(19), pages 1-16, September.
    11. Zhang, Daojun & Yang, Wanjing & Kang, Dingrong & Zhang, Han, 2023. "Spatial-temporal characteristics and policy implication for non-grain production of cultivated land in Guanzhong Region," Land Use Policy, Elsevier, vol. 125(C).
    12. Ulrike Meinel & Karl-Michael Höferl, 2017. "Non-Adaptive Behavior in the Face of Climate Change: First Insights from a Behavioral Perspective Based on a Case Study among Firm Managers in Alpine Austria," Sustainability, MDPI, vol. 9(7), pages 1-18, June.
    13. Ghanian, Mansour & M. Ghoochani, Omid & Dehghanpour, Mojtaba & Taqipour, Milad & Taheri, Fatemeh & Cotton, Matthew, 2020. "Understanding farmers’ climate adaptation intention in Iran: A protection-motivation extended model," Land Use Policy, Elsevier, vol. 94(C).
    14. Alejandro del Pozo & Nidia Brunel-Saldias & Alejandra Engler & Samuel Ortega-Farias & Cesar Acevedo-Opazo & Gustavo A. Lobos & Roberto Jara-Rojas & Marco A. Molina-Montenegro, 2019. "Climate Change Impacts and Adaptation Strategies of Agriculture in Mediterranean-Climate Regions (MCRs)," Sustainability, MDPI, vol. 11(10), pages 1-16, May.
    15. Nanda Kaji Budhathoki & Douglas Paton & Jonatan A. Lassa & Gopal Datt Bhatta & Kerstin K. Zander, 2020. "Heat, cold, and floods: exploring farmers’ motivations to adapt to extreme weather events in the Terai region of Nepal," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 103(3), pages 3213-3237, September.
    16. Abera Nega & Tesema Dereje, 2019. "Perceptions and practices of climate change adaptation and mitigation strategies among farmers in the Konta Special District, Ethiopia," Environmental & Socio-economic Studies, Sciendo, vol. 7(4), pages 1-16, December.
    17. Shakib, Seyyed Hamed & Tabesh, Massoud & Yazdanpanah, Masoud, 2025. "Applying social cognitive theory to examine farmer migration in response to groundwater salinity: The case of Qaenat, Iran," Agricultural Water Management, Elsevier, vol. 317(C).
    18. Zobeidi, Tahereh & Yaghoubi, Jafar & Yazdanpanah, Masoud, 2022. "Farmers’ incremental adaptation to water scarcity: An application of the model of private proactive adaptation to climate change (MPPACC)," Agricultural Water Management, Elsevier, vol. 264(C).

  63. Wanglin Ma & Chunbo Ma & Ye Su & Zihan Nie, 2017. "Organic farming," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 9(2), pages 211-224, May.

    Cited by:

    1. Pingping Fang & David Abler & Guanghua Lin & Ali Sher & Quan Quan, 2021. "Substituting Organic Fertilizer for Chemical Fertilizer: Evidence from Apple Growers in China," Land, MDPI, vol. 10(8), pages 1-24, August.
    2. Yu, Lili & Zhao, Duanyang & Xue, Zihao & Gao, Yang, 2020. "Research on the use of digital finance and the adoption of green control techniques by family farms in China," Technology in Society, Elsevier, vol. 62(C).
    3. Ting Jin & Lei Li, 2022. "Does Smartphone Use Improve the Dietary Diversity of Rural Residents? Evidence from Household Survey Data from 5 Provinces," IJERPH, MDPI, vol. 19(17), pages 1-16, September.
    4. Ratana Sapbamrer & Ajchamon Thammachai, 2021. "A Systematic Review of Factors Influencing Farmers’ Adoption of Organic Farming," Sustainability, MDPI, vol. 13(7), pages 1-28, March.

  64. Ma, Wanglin & Abdulai, Awudu, 2016. "Does cooperative membership improve household welfare? Evidence from apple farmers in China," Food Policy, Elsevier, vol. 58(C), pages 94-102.

    Cited by:

    1. Abdul-Rahaman, Awal & Abdulai, Awudu, 2018. "Do farmer groups impact on farm yield and efficiency of smallholder farmers? Evidence from rice farmers in northern Ghana," Food Policy, Elsevier, vol. 81(C), pages 95-105.
    2. Jagjit Singh Srai & Nitin Joglekar & Naoum Tsolakis & Sandeep Kapur, 2022. "Interplay between Competing and Coexisting Policy Regimens within Supply Chain Configurations," Production and Operations Management, Production and Operations Management Society, vol. 31(2), pages 457-477, February.
    3. Rana, Abdul Wajid & ul Haq, Zahoor & Iqbal, Javed & Shazad, Muhammad Faisal & Haider, Syed Zeeshan, 2023. "Model farm services centers in Khyber Pakhtunkhwa: Evaluation and the way forward," PACE policy research papers July 2023, International Food Policy Research Institute (IFPRI).
    4. Jingjing Wang & Jiabin Xu & Silin Chen, 2025. "Internet Use, Social Capital, and Farmers’ Green Production Behavior: Evidence from Agricultural Cooperatives in China," Sustainability, MDPI, vol. 17(3), pages 1-21, January.
    5. Hisatoshi Hoken & Qun Su, 2018. "Measuring the effect of agricultural cooperatives on household income: Case study of a rice‐producing cooperative in China," Agribusiness, John Wiley & Sons, Ltd., vol. 34(4), pages 831-846, October.
    6. Musinguzi, Peter & Bosselmann, Aske Skovmand & Pouliot, Mariève, 2018. "Livelihoods-conservation initiatives: Evidence of socio-economic impacts from organic honey production in Mwingi, Eastern Kenya," Forest Policy and Economics, Elsevier, vol. 97(C), pages 132-145.
    7. Yichi Zhang & Yingen Hu & Min Wang & Hongyu Luo, 2025. "Does the “Three Rights Separation” System Improve the Economic Efficiency of Rural Residential Land Use?—Evidence from Yujiang and Deqing, China," Land, MDPI, vol. 14(9), pages 1-24, August.
    8. Yuanyuan Peng & H. Holly Wang & Yueshu Zhou, 2022. "Can cooperatives help commercial farms to access credit in China? Evidence from Jiangsu Province," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 70(4), pages 325-349, December.
    9. Yan Liu & Elena Garnevska & Nicola Shadbolt, 2025. "The Role of Agriculture Cooperatives in Green Agri-Food Value Chains in China: Cases in Shandong Province," Sustainability, MDPI, vol. 17(16), pages 1-18, August.
    10. William Nkomoki & Miroslava Bavorová & Jan Banout, 2019. "Factors Associated with Household Food Security in Zambia," Sustainability, MDPI, vol. 11(9), pages 1-18, May.
    11. Liu, H. & Deng, H. & Xu, Z. & Lu, W., 2018. "Emerging Agricultural Cooperatives and The Structural Change of Crop Production in China," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277324, International Association of Agricultural Economists.
    12. Tufa, Adane Hirpa & Alene, Arega D. & Manda, Julius & Akinwale, M.G. & Chikoye, David & Feleke, Shiferaw & Wossen, Tesfamicheal & Manyong, Victor, 2019. "The productivity and income effects of adoption of improved soybean varieties and agronomic practices in Malawi," World Development, Elsevier, vol. 124(C), pages 1-1.
    13. Shahzad, Muhammad Faisal & Abdulai, Awudu, 2020. "Adaptation to extreme weather conditions and farm performance in rural Pakistan," Agricultural Systems, Elsevier, vol. 180(C).
    14. Nsabimana, Aimable, . "Is change worth it? The effects of adopting modern agricultural inputs on household welfare in Rwanda," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 16(3).
    15. Zhao Ding & Awudu Abdulai, 2020. "An Analysis of the Factors Influencing Choice of Microcredit Sources and Impact of Participation on Household Income," Journal of International Development, John Wiley & Sons, Ltd., vol. 32(4), pages 505-525, May.
    16. Martin Paul Tabe‐Ojong & Abebayehu Girma Geffersa, 2024. "Complementary technology adoption and smallholder commercialization: Panel data evidence from Ethiopia," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 46(3), pages 1151-1174, September.
    17. Kassoum Ayouba & Chloé Duvivier & Claire Bussière, 2025. "Does agricultural cooperative membership improve farm productive performance? A meta‐regression analysis," Agricultural Economics, International Association of Agricultural Economists, vol. 56(1), pages 45-72, January.
    18. Hu, Yuan & Kuhn, Lena & Zeng, Weizhong & Glauben, Thomas, 2023. "Who benefits from payments for ecosystem services? Policy lessons from a forest carbon sink program in China," Ecological Economics, Elsevier, vol. 214(C).
    19. Kilombele, Happiness & Chegere, Martin & Feleke, Shiferaw & Abdoulaye, Tahirou & Cole, Steven M. & Manyong, Victor, 2021. "Intra-Group Heterogeneity Effects on Maize Technology Adoption, and Its Implications for Productivity and Household Welfare: The Case of Village Community BANK Groups in Tanzania," 2021 Conference, August 17-31, 2021, Virtual 315387, International Association of Agricultural Economists.
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    138. Idowu James Fasakin & Adebayo Isaiah Ogunniyi & Lateef Olalekan Bello & Djana Mignouna & Razack Adeoti & Zoumana Bamba & Tahirou Abdoulaye & Bola Amoke Awotide, 2022. "Impact of Intensive Youth Participation in Agriculture on Rural Households’ Revenue: Evidence from Rice Farming Households in Nigeria," Agriculture, MDPI, vol. 12(5), pages 1-17, April.
    139. Wachira Petcho & Sylvia Szabo & Kyoko Kusakabe & Vimolwan Yukongdi, 2019. "Farmers’ Perception and Drivers of Membership in Rice Production Community Enterprises: Evidence from the Central Region, Thailand," Sustainability, MDPI, vol. 11(19), pages 1-17, October.
    140. Chen, Chen & Gan, Christopher & Li, Junpeng & Lu, Yao & Rahut, Dil, 2023. "Linking farmers to markets: Does cooperative membership facilitate e-commerce adoption and income growth in rural China?," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1155-1170.
    141. Yayat Sukayat & Iwan Setiawan & Ukas Suharfaputra & Ganjar Kurnia, 2023. "Determining Factors for Farmers to Engage in Sustainable Agricultural Practices: A Case from Indonesia," Sustainability, MDPI, vol. 15(13), pages 1-14, July.
    142. Viet Hoang, 2021. "Impact of Contract Farming on Farmers’ Income in the Food Value Chain: A Theoretical Analysis and Empirical Study in Vietnam," Agriculture, MDPI, vol. 11(8), pages 1-16, August.
    143. Yang, Qi & Zhu, Yueji & Liu, Ling & Wang, Fang, 2021. "Land tenure stability and adoption intensity of sustainable agricultural practices: Evidence from banana farmers in China," 2021 Conference, August 17-31, 2021, Virtual 315254, International Association of Agricultural Economists.
    144. Gao, Yang & Niu, Ziheng & Yang, Haoran & Yu, Lili, 2019. "Impact of green control techniques on family farms' welfare," Ecological Economics, Elsevier, vol. 161(C), pages 91-99.
    145. Gezahegn, Tafesse & Van Passel, Steven & Berhanu, Tekeste & D'Haese, Marijke & Maertens, Miet, 2020. "Structural and Institutional Heterogeneity among Agricultural Cooperatives in Ethiopia: Does it Matter for Farmers’ Welfare?," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 46(2), August.
    146. Ananya Khajuria & Shaveta Kohli, 2026. "Prioritizing sustainability in agricultural marketing cooperative research: A bibliometric analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 97(2), pages 291-319, June.
    147. Ruoyan Zhang & Ru Chen, 2023. "The regulatory effect of cooperation degree in increasing tobacco farmers’ income by mitigating production risk shocks," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(4), pages 1323-1344, December.
    148. Lijin Liu & Yilin Wu, 2024. "Drought shocks, adaptive strategies, and vulnerability to relative poverty," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 120(14), pages 12679-12703, November.
    149. Yang Zou & Qingbin Wang, 2022. "Impacts of farmer cooperative membership on household income and inequality: Evidence from a household survey in China," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-17, December.
    150. Ahmet Candemir & Sabine Duvaleix & Laure Latruffe, 2021. "Agricultural Cooperatives And Farm Sustainability – A Literature Review," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1118-1144, September.
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  65. Wanglin Ma & Awudu Abdulai, 2016. "Linking apple farmers to markets," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 8(1), pages 2-21, February.

    Cited by:

    1. Shahzad, Muhammad Faisal & Abdulai, Awudu, 2020. "Adaptation to extreme weather conditions and farm performance in rural Pakistan," Agricultural Systems, Elsevier, vol. 180(C).
    2. Evans Ngenoh & Barnabas K. Kurgat & Hillary K. Bett & Sindu W. Kebede & Wolfgang Bokelmann, 2019. "Determinants of the competitiveness of smallholder African indigenous vegetable farmers in high-value agro-food chains in Kenya: A multivariate probit regression analysis," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 7(1), pages 1-17, December.
    3. Awal Abdul‐Rahaman & Awudu Abdulai, 2020. "Vertical coordination mechanisms and farm performance amongst smallholder rice farmers in northern Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 36(2), pages 259-280, April.
    4. Bahta, Y. & Owusu-Sekyeer, E., 2018. "Nexus between homestead food garden programme and land ownership in South Africa: Implication on the income of vegetable farmers," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277732, International Association of Agricultural Economists.
    5. Wanglin Ma & Alan Renwick & Kathryn Bicknell, 2018. "Higher Intensity, Higher Profit? Empirical Evidence from Dairy Farming in New Zealand," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(3), pages 739-755, September.
    6. Bahta Yonas Tesfamariam & Enoch Owusu-Sekyere & Donkor Emmanuel & Tlalang Boipelo Elizabeth, 2018. "The impact of the homestead food garden programme on food security in South Africa," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(1), pages 95-110, February.
    7. Ma, Wanglin & Zheng, Hongyun & Gong, Binlei, 2021. "Household Energy Choice for Cooking: Do Rural Income Growth and Ethnic Difference Play a Role?," 2021 Conference, August 17-31, 2021, Virtual 314990, International Association of Agricultural Economists.
    8. Delelegne A. Tefera & Jos Bijman, 2021. "Economics of contracts in African food systems: evidence from the malt barley sector in Ethiopia," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 9(1), pages 1-21, December.
    9. Issahaku, Gazali & Abdulai, Awudu, "undated". "Adaptation to Climate Change and its influence on Household Welfare in Ghana," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 259938, Agricultural and Applied Economics Association.
    10. Lin Li & Hongdong Guo & Jos Bijman & Nico Heerink, 2018. "The influence of uncertainty on the choice of business relationships: The case of vegetable farmers in China," Agribusiness, John Wiley & Sons, Ltd., vol. 34(3), pages 597-615, June.
    11. Fu, Hao & Zhao, Cuiping & Cheng, Chuanxing & Ma, Mengyun, 2020. "Blockchain-based agri-food supply chain management: case study in China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 23(5), February.

  66. B Sun & W Ma & Q Liu, 2013. "An approach to decision making based on intuitionistic fuzzy rough sets over two universes," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 64(7), pages 1079-1089, July.

    Cited by:

    1. Abbas Mardani & Mehrbakhsh Nilashi & Jurgita Antucheviciene & Madjid Tavana & Romualdas Bausys & Othman Ibrahim, 2017. "Recent Fuzzy Generalisations of Rough Sets Theory: A Systematic Review and Methodological Critique of the Literature," Complexity, Hindawi, vol. 2017, pages 1-33, October.
    2. Hong Wang & Hong Li, 2022. "Uncertainty Measure for Multisource Intuitionistic Fuzzy Information System," Complexity, John Wiley & Sons, vol. 2022(1).
    3. R. Mareay & Ibrahim Noaman & Radwan Abu-Gdairi & M. Badr, 2022. "On Covering-Based Rough Intuitionistic Fuzzy Sets," Mathematics, MDPI, vol. 10(21), pages 1-8, November.

  67. Ma, Wanglin & Bicknell, Kathryn & Renwick, Alan, . "Feed use intensification and technical efficiency of dairy farms in New Zealand," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 63(01).
    See citations under working paper version above.
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