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Does computer penetration increase farmers’ income? An empirical study from China

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  1. Hui Yang & Jingye Li & Stefan Sieber & Kaisheng Long, 2025. "Does Digital Village Construction Affect the Sustainable Intensification of Cultivated Land Use? Evidence from Rural China," Agriculture, MDPI, vol. 15(9), pages 1-24, April.
  2. Honghua Han & Jason Xiong & Kexin Zhao, 2022. "Digital inclusion in social media marketing adoption: the role of product suitability in the agriculture sector," Information Systems and e-Business Management, Springer, vol. 20(4), pages 657-683, December.
  3. Yang Liu & Yaojun Fan & Yifan Wang & Jiayu Huang & Hu Xun, 2024. "City innovation ability and internet infrastructure development: Evidence from the “Broadband China” policy," Bulletin of Economic Research, Wiley Blackwell, vol. 76(1), pages 121-146, January.
  4. Wei Chen & Quanzhong Wang & Hong Zhou, 2022. "Digital Rural Construction and Farmers’ Income Growth: Theoretical Mechanism and Micro Experience Based on Data from China," Sustainability, MDPI, vol. 14(18), pages 1-21, September.
  5. Chengyou Li & Zhouhao Sha & Tao Sun, 2023. "Rural Households’ Internet Use on Common Prosperity: Evidence from the Chinese Social Survey," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 170(3), pages 797-823, December.
  6. Yulong Jie & Shuigen Hu & Siling Zhu & Lieen Weng, 2024. "How Digitalization and Its Context Affect the Urban–Rural Income Gap: A Configurational Analysis Based on 274 Prefecture-Level Administrative Regions in China," Land, MDPI, vol. 13(12), pages 1-41, December.
  7. Nourallah, Mustafa & Öhman, Peter & Hamati, Samer, 2024. "Financial technology and financial capability: Study of the European Union," Global Finance Journal, Elsevier, vol. 62(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. 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. Luo, Peikun & Chen, Yongqing & Shan, Donglu & Wang, Pengcheng, 2025. "Internet use, social capital and high-quality employment," Technology in Society, Elsevier, vol. 83(C).
  11. Bo Liu & Jing Zhou, 2023. "Digital Literacy, Farmers’ Income Increase and Rural Internal Income Gap," Sustainability, MDPI, vol. 15(14), pages 1-13, July.
  12. Jianchun Yang & Ting Zhang & Lu Zhang, 2024. "Research on the influence of digital penetration on the entrepreneurial behavior tendency of rural residents in tourism," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(10), pages 25549-25567, October.
  13. Zhang, Congying & Xiang, Jingru, 2021. "The impact of ICT application on farmers' subjective well-being: Based on the mediation effect of absolute income and relative income," 2021 ASAE 10th International Conference (Virtual), January 11-13, Beijing, China 329379, Asian Society of Agricultural Economists (ASAE).
  14. Yan Yu & Wenjie Hu & Chunyu Dong & Xiao Gu & Bojan Obrenovic, 2023. "E-Commerce Development and Green Technology Innovation: Impact Mechanism and the Spatial Spillover Effect," Sustainability, MDPI, vol. 15(17), pages 1-21, August.
  15. Hongbi Peng & Feng Yang & Ou Yue, 2024. "How Rural Industry Revitalization Affects Farmers’ Incomes in China," Sustainability, MDPI, vol. 16(21), pages 1-19, October.
  16. 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.
  17. 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.
  18. Yi Xiang & Yuke Ding & Shaohua Yin, 2024. "Does Agricultural Science and Technological Innovation Always Boost Farmers’ Income? Evidence from China," Agriculture, MDPI, vol. 14(12), pages 1-19, November.
  19. Xiaomeng Zhao & Lin Liu, 2022. "The Impact of Urbanization Level on Urban–Rural Income Gap in China Based on Spatial Econometric Model," Sustainability, MDPI, vol. 14(21), pages 1-23, October.
  20. Shouwu Jing & Feijie Wu & Enyi Shi & Xinhui Wu & Minzhe Du, 2023. "Does the Digital Economy Promote the Reduction of Urban Carbon Emission Intensity?," IJERPH, MDPI, vol. 20(4), pages 1-22, February.
  21. 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.
  22. Yongjing Wang & Yangyang Ji, 2025. "Digitization and Multidimensional Relative Poverty in Rural Regions: A Theoretical Examination and China Practice," Journal of International Development, John Wiley & Sons, Ltd., vol. 37(6), pages 1240-1254, August.
  23. 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.
  24. Lei-Ju Qiu & Shun-Bin Zhong & Bao-Wen Sun & Yu Song & Xiao-Hua Chen, 2021. "Is internet penetration narrowing the rural–urban income inequality? A cross-regional study of China," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(5), pages 1795-1814, October.
  25. 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.
  26. 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).
  27. 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.
  28. 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.
  29. Hailan Qiu & Xueyi Zhang & Mingrui Feng & Zhenquan Zhang & Jiawei Wang & Zhipeng Wang, 2024. "Exploring the Income-Increasing Benefits of Rural E-Commerce in China: Implications for the Sustainable Development of Farmers," Sustainability, MDPI, vol. 16(17), pages 1-22, August.
  30. Shujie Wang & Ning Li & Niwen Liu & Mohammed Habes, 2024. "RETRACTED ARTICLE: Transitioning from Information Sharing to Knowledge Services: Unpacking the Evolution of Rural Media Within the Context of Media Integration," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 12751-12782, September.
  31. 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.
  32. Heng Li & Shangguang Yang, 2023. "The Road to Common Prosperity: Can the Digital Countryside Construction Increase Household Income?," Sustainability, MDPI, vol. 15(5), pages 1-19, February.
  33. Jiamin Liu & Xiaoyu Ma & Wenli Jia & Sisi Zhang, 2022. "Can New-Type Urbanization Construction Narrow the Urban–Rural Income Gap? Evidence from China," Sustainability, MDPI, vol. 14(22), pages 1-25, November.
  34. Zixin Yin & Ning Chang, 2026. "Digital Inclusive Finance, Spatial Spillover and Regional Consumption Inequality Mitigation in China: A Perspective From the Consumption Potential Release," Growth and Change, Wiley Blackwell, vol. 57(1), March.
  35. 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.
  36. Xiao Liu & Zhenyu Wang & Xiaoyan Han, 2024. "The Impact of Digital Literacy on Farmers’ Green Production Behavior: Mediating Effects Based on Ecological Cognition," Sustainability, MDPI, vol. 16(17), pages 1-20, August.
  37. Zhengyuan Chai & Yi Yang & Yangyang Zhao & Yonghu Fu & Ling Hao, 2021. "Exploring the Effects of Contextual Factors on Residential Land Prices Using an Extended Geographically and Temporally Weighted Regression Model," Land, MDPI, vol. 10(11), pages 1-20, October.
  38. Xiaoying Zhong & Guanghai Liu & Peng Chen & Kaili Ke & Ruhe Xie, 2022. "The Impact of Internet Development on Urban Eco-Efficiency—A Quasi-Natural Experiment of “Broadband China” Pilot Policy," IJERPH, MDPI, vol. 19(3), pages 1-23, January.
  39. Yu, Binbin, 2022. "The Impact of the Internet on Industrial Green Productivity: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
  40. Wang, Yueyue & Bai, Hengrui, 2023. "The impact and regional heterogeneity analysis of tourism development on urban-rural income gap," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1539-1548.
  41. Ji, Peinan & Guo, Linke & Yu, Lianchao & Yan, Xiangbin, 2025. "Pathway to prosperity or disparity?: The impact of regional IT penetration on common wealth," China Economic Review, Elsevier, vol. 94(PB).
  42. Changteng Nie & Jianxiang Wan, 2023. "How Does Internet Infrastructure Construction Affect the Urban–Rural Income Gap? Evidence from a Quasi-Natural Experiment in China," Progress in Development Studies, , vol. 23(3), pages 317-337, July.
  43. R Vaidehi & A Bheemeshwar Reddy & Sudatta Banerjee, 2021. "Explaining Caste-based Digital Divide in India," Papers 2106.15917, arXiv.org.
  44. Peng, Zhuangzhuang & Dan, Ting, 2023. "Digital dividend or digital divide? Digital economy and urban-rural income inequality in China," Telecommunications Policy, Elsevier, vol. 47(9).
  45. 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.
  46. 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.
  47. Jianing Xu & Aili Zhang & Qian Chen, 2024. "Internet Development, Population Aging and Urban-rural Income Gap: An Empirical Analysis Based on Provinces in China," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 14(5), pages 1-3.
  48. Yilan Ye & Jiabin Fang & Jinsong Ye, 2024. "Does E-Commerce Construction Boost Farmers’ Incomes? Evidence from China," Sustainability, MDPI, vol. 16(11), pages 1-21, May.
  49. 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.
  50. Gerli, Paolo & Whalley, Jason, 2021. "Fibre to the countryside: A comparison of public and community initiatives tackling the rural digital divide in the UK," Telecommunications Policy, Elsevier, vol. 45(10).
  51. Fanghua Li & Abbas Ali Chandio & Yinying Duan & Dungang Zang, 2022. "How Does Clean Energy Consumption Affect Women’s Health: New Insights from China," IJERPH, MDPI, vol. 19(13), pages 1-16, June.
  52. Yanling Wang & Junqian Xu & Guangsheng Zhang & Xiao Wang, 2022. "Study on Evolutionary Game of Rural E-Commerce Entrepreneurship Ecosystem with Governmental Participation," Sustainability, MDPI, vol. 14(23), pages 1-20, November.
  53. 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).
  54. Zhang, Jiaping & Zhang, Huirong & Gong, Xiaomei, 2022. "Mobile payment and rural household consumption: Evidence from China," Telecommunications Policy, Elsevier, vol. 46(3).
  55. Yitao Wang & Weidong Wang & Xuemei Jiang & Hui Wang, 2024. "The Impact of Farmers’ E-Commerce Adoption on Land Transfer: Evidence from Ten Provinces across China," Land, MDPI, vol. 13(7), pages 1-17, July.
  56. Peng Zhang & Yuge Wang & Zhengjun Yu & Xiong Shao & Heap-Yih Chong, 2024. "Analysis of the Spatio-Temporal Differences and Structural Evolution of Xizang’s County Economy," Sustainability, MDPI, vol. 16(18), pages 1-15, September.
  57. Feng, Yongqi & Dai, Jiahang & Zhang, Lei, 2025. "Digital infrastructure and income disparities: A quasi-natural experiment based on the "Broadband China" strategy," International Review of Economics & Finance, Elsevier, vol. 102(C).
  58. Zhongchao Wang & Xinchen Liu & Yaping Qin & Yang Zhang, 2024. "How Rural Digitization Promote Coordinated Urban–Rural Development: Evidence from a Quasi-Natural Experiment in China," Agriculture, MDPI, vol. 14(12), pages 1-19, December.
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