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Xiaoshi Zhou

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Working papers

  1. 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. 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. 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.
    3. 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.
    4. 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.
    5. 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).
    6. 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.
    7. 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).
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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).

Articles

  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).

    Cited by:

    1. 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.
    2. 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).
    3. Winarno, Kodrad & Sustiyo, Joko & Aziz, Ammar Abdul & Permani, Risti, 2025. "Unlocking agricultural mechanisation potential in Indonesia: Barriers, drivers, and pathways for sustainable agri-food systems," Agricultural Systems, Elsevier, vol. 226(C).
    4. Fang, Dan & Chen, Jiangqiang & Wang, Saige & Chen, Bin, 2024. "Can agricultural mechanization enhance the climate resilience of food production? Evidence from China," Applied Energy, Elsevier, vol. 373(C).
    5. Jianghong Xu & Chenguang Wang & Xukang Yin & Weixin Wang, 2024. "Digital economy and rural household resilience: Evidence from China," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 70(5), pages 244-263.
    6. 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).
    7. Shuokai Wang & Bo Zeng & Yong Feng & Fangping Cao, 2024. "How Does Agricultural Land Lease Policy Affect Agricultural Carbon Emission? Evidence of Carbon Reduction Through Decreasing Transaction Costs in the Context of Heterogeneous Efficiency," Land, MDPI, vol. 13(12), pages 1-19, December.

  2. Wanglin Ma & Puneet Vatsa & Enoch Owusu-Sekyere & Xiaoshi Zhou & Victor Owusu, 2023. "Does income diversity really stimulate household consumption expenditure diversity? Evidence from mean-based and unconditional quantile regressions," Applied Economics, Taylor & Francis Journals, vol. 55(55), pages 6567-6581, November.

    Cited by:

    1. 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.

  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.

    Cited by:

    1. Wang, Shuo & Li, Chengyou & Wang, Zeru & Sun, Guanglin, 2023. "Digital skills and household financial asset allocation," Finance Research Letters, Elsevier, vol. 58(PC).
    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. 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).
    4. 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).
    5. Barahmand, Zahir & Eikeland, Marianne, 2025. "EcoStrategic index: Economic value creation through product portfolio diversity for waste-to-x technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 214(C).
    6. 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.
    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. Qiu, Weisong, 2025. "Does mobile payment adoption increase household portfolio diversification? Evidence from China," Finance Research Letters, Elsevier, vol. 75(C).

  4. 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. 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.
    4. 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.
    5. 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.
    6. 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).
    7. 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.
    8. 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).
    9. 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).
    10. 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.
    11. Zheng, Linyi, 2024. "Big hands holding small hands: The role of new agricultural operating entities in farmland abandonment," Food Policy, Elsevier, vol. 123(C).
    12. 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).

  5. 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. Takeshima, Hiroyuki & Diao, Xinshen, 2021. "Agricultural mechanization and gendered labor activities across sectors: Micro-evidence from multi-country farm household data," IFPRI discussion papers 2066, International Food Policy Research Institute (IFPRI).
    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).

  6. 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.

  7. Hongyun Zheng & Wanglin Ma & Yanzhi Guo & Xiaoshi Zhou, 2021. "Interactive relationship between non-farm employment and mechanization service expenditure in rural China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 14(1), pages 84-105, April.

    Cited by:

    1. 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).
    2. Guanqing Xu & Yifei Ma & Guoqing Qin & Caihua Xu & Yuchun Zhu, 2025. "Why Chinese farmers are reluctant to transfer their land in the context of non-agricultural employment: insights from agricultural mechanization," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-12, December.

  8. 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. 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. 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.
    3. 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.
    4. 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.
    5. 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).
    6. 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.
    7. 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).
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    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. 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. 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.
    17. 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.
    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).

  9. 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. 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.
    2. 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).
    3. 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.
    4. 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.
    5. 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).
    6. 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, Institute of Labor Economics (IZA).
    7. 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.
    8. 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).
    9. 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).
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    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. 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.
    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. 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).
    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. 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. 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.
    21. 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.
    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.
    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. 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.

  10. 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. 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.
    3. 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.
    4. 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.
    5. 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).
    6. 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).
    7. 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.
    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. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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).
    14. 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).
    15. 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.
    16. 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.

  11. Zhou, Xiaoshi & Ma, Wanglin & Li, Gucheng & Qiu, Huanguang, 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(04), January.

    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. 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.
    3. 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).
    4. 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.
    5. 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.
    6. 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.

  12. 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. 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.
    2. 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).
    3. 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.
    4. 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.
    5. 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.
    6. Guo, Hongdong & Li, Xiaokang & Zeng, Yiwu & Jin, Songqing, "undated". "Do Farmers Gain Internet Dividends from E-commerce Adoption? Evidence from China," 2018 Allied Social Sciences Association (ASSA) Annual Meeting, January 5-7, 2018, Philadelphia, Pennsylvania 266298, Agricultural and Applied Economics Association.
    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. 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.
    9. 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).
    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. 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.
    12. Jikun Huang & Lanlan Su & Qiwang Huang & Xinyu Liu, 2022. "Facilitating inclusive ICT application and e‐Commerce development in rural China," Agricultural Economics, International Association of Agricultural Economists, vol. 53(6), pages 938-952, November.
    13. 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).
    14. 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.
    15. 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.
    16. 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.
    17. Ying Song & Lu Li & Stavros Sindakis & Sakshi Aggarwal & Charles Chen & Saloome Showkat, 2024. "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.
    18. 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.
    19. 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.
    20. 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).
    21. 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.
    22. 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.
    23. Shen, Jiexi & Zhu, Zhanguo & Qaim, Matin & Fan, Shenggen & Tian, Xu, "undated". "E-commerce improves dietary quality of rural households in China," Discussion Papers 335226, University of Bonn, Center for Development Research (ZEF).

  13. 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.

    Cited by:

    1. Li, Yue & Xu, Yingzhi & Sun, Wenyuan, 2024. "Does household electrification alleviate energy poverty? Empirical evidence from China," Energy, Elsevier, vol. 313(C).
    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. 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.
    4. 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.
    5. Yasmin, Nazia & Grundmann, Philipp, 2020. "Home-cooked energy transitions: Women empowerment and biogas-based cooking technology in Pakistan," Energy Policy, Elsevier, vol. 137(C).
    6. 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).
    7. 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).
    8. 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).
    9. 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).
    10. 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.
    11. 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.
    12. 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).
    13. 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).
    14. 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).
    15. Piwowar, Arkadiusz, 2025. "Electrical energy costs and size and structure of farming households. Study from Poland," Energy Policy, Elsevier, vol. 202(C).
    16. 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.
    17. 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).
    18. 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).
    19. 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).
    20. 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).
    21. 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.
    22. 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).
    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. 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).
    25. 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).
    26. 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.
    27. 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.
    28. 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.
    29. 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).
    30. 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.
    31. 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).
    32. 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.
    33. 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).
    34. 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.
    35. 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).
    36. 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.
    37. 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).
    38. 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.
    39. 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.
    40. 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).
    41. Tinta, Abdoulganiour Almame, 2024. "Ladder or Stacking: Lesson from Burkina Faso," Energy Policy, Elsevier, vol. 186(C).
    42. 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).
    43. 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).
    44. 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.
    45. 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.
    46. 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).
    47. 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.
    48. 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.
    49. 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.
    50. 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).
    51. 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).
    52. Yang, Aoxi & Wang, Yahui, 2023. "Transition of household cooking energy in China since the 1980s," Energy, Elsevier, vol. 270(C).
    53. 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.
    54. 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).
    55. 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).
    56. 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.
    57. 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).
    58. 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).
    59. 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.
    60. 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.
    61. 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).
    62. 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).
    63. 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.
    64. 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.
    65. 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.
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    67. 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.
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    70. 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.
    71. 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.
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  14. 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.

    Cited by:

    1. Qinghua Wu & Xiaoliang Guan & Jun Zhang & Yang Xu, 2019. "The Role of Rural Infrastructure in Reducing Production Costs and Promoting Resource-Conserving Agriculture," IJERPH, MDPI, vol. 16(18), pages 1-13, September.
    2. Teng Wang & Huilin Liu & Zhaohua Wang, 2025. "Decomposing the Impact of Agricultural Mechanization on Agricultural Output Growth: A Case Study Based on China’s Winter Wheat," Sustainability, MDPI, vol. 17(5), pages 1-23, February.
    3. Sipan Li & Qunxi Gong & Shaolei Yang, 2019. "Analysis of the Agricultural Economy and Agricultural Pollution Using the Decoupling Index in Chengdu, China," IJERPH, MDPI, vol. 16(21), pages 1-11, October.
    4. 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).

  15. 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. 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.
    2. 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.
    3. 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.
    4. 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.
    5. Ahmad Bathaei & Dalia Štreimikienė, 2023. "A Systematic Review of Agricultural Sustainability Indicators," Agriculture, MDPI, vol. 13(2), pages 1-19, January.

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