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Do farmers gain internet dividends from E-commerce adoption? Evidence from China

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  • Li, Xiaokang
  • Guo, Hongdong
  • Jin, Songqing
  • Ma, Wanglin
  • Zeng, Yiwu

Abstract

This study examines the effects of e-commerce adoption on household income, using survey data of 1,030 households in China. The combination of propensity score matching and difference-in-difference method is employed to address the sample selection bias associated with e-commerce adoption. The results show that e-commerce adopters obtain significantly higher income than non-adopters, and such a significant and large income gain is mainly contributed by the significant increase in sales income. E-commerce adoption has a significant and negative impact on wage income due to the labor substitution effect, while it affects transfer income insignificantly. Additional analysis reveals that the income effects of e-commerce adoption are heterogeneous across geographic locations and household-level characteristics.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:jfpoli:v:101:y:2021:i:c:s0306919221000026
    DOI: 10.1016/j.foodpol.2021.102024
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    as
    1. Carla Dohmwirth & Ziming Liu, 2020. "Does cooperative membership matter for women’s empowerment? Evidence from South Indian dairy producers," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 12(2), pages 133-150, April.
    2. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    3. 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.
    4. Mendola, Mariapia, 2007. "Agricultural technology adoption and poverty reduction: A propensity-score matching analysis for rural Bangladesh," Food Policy, Elsevier, vol. 32(3), pages 372-393, June.
    5. Nakano, Yuko & Tsusaka, Takuji W. & Aida, Takeshi & Pede, Valerien O., 2018. "Is farmer-to-farmer extension effective? The impact of training on technology adoption and rice farming productivity in Tanzania," World Development, Elsevier, vol. 105(C), pages 336-351.
    6. 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.
    7. Rolf A.E. Mueller, 2001. "E-Commerce and Entrepreneurship in Agricultural Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(5), pages 1243-1249.
    8. 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).
    9. Lestari, Diyan, 2019. "Measuring e-commerce adoption behaviour among gen-Z in Jakarta, Indonesia," Economic Analysis and Policy, Elsevier, vol. 64(C), pages 103-115.
    10. Jenny C. Aker, 2010. "Information from Markets Near and Far: Mobile Phones and Agricultural Markets in Niger," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 46-59, July.
    11. Zeng, Yiwu & Jia, Fu & Wan, Li & Guo, Hongdong, 2017. "E-commerce in agri-food sector: a systematic literature review," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 20(4), February.
    12. Markelova, Helen & Meinzen-Dick, Ruth & Hellin, Jon & Dohrn, Stephan, 2009. "Collective action for smallholder market access," Food Policy, Elsevier, vol. 34(1), pages 1-7, February.
    13. Robert Jensen, 2007. "The Digital Provide: Information (Technology), Market Performance, and Welfare in the South Indian Fisheries Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 879-924.
    14. Tranchant, Jean-Pierre & Gelli, Aulo & Bliznashka, Lilia & Diallo, Amadou Sekou & Sacko, Moussa & Assima, Amidou & Siegel, Emily H. & Aurino, Elisabetta & Masset, Edoardo, 2019. "The impact of food assistance on food insecure populations during conflict: Evidence from a quasi-experiment in Mali," World Development, Elsevier, vol. 119(C), pages 185-202.
    15. Kabunga, Nassul S. & Dubois, Thomas & Qaim, Matin, 2014. "Impact of tissue culture banana technology on farm household income and food security in Kenya," Food Policy, Elsevier, vol. 45(C), pages 25-34.
    16. Rita Rahayu & John Day, 2017. "E-commerce adoption by SMEs in developing countries: evidence from Indonesia," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 7(1), pages 25-41, April.
    17. Jiaqi Qi & Xiaoyong Zheng & Peng Cao & Liqun Zhu, 2019. "The effect of e‐commerce agribusiness clusters on farmers’ migration decisions in China," Agribusiness, John Wiley & Sons, Ltd., vol. 35(1), pages 20-35, January.
    18. Poulton, Colin & Dorward, Andrew & Kydd, Jonathan, 2010. "The Future of Small Farms: New Directions for Services, Institutions, and Intermediation," World Development, Elsevier, vol. 38(10), pages 1413-1428, October.
    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. 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.
    21. Cho, Khin Mar & Tobias, Donald Jerome, 2010. "Improving Market Access for Small and Mid-sized Producers through Food Industry Electronic Infrastructure MarketMaker," 2010 Annual Meeting, February 6-9, 2010, Orlando, Florida 56564, Southern Agricultural Economics Association.
    22. Luo,Xubei & Niu,Chiyu, 2019. "E-Commerce Participation and Household Income Growth in Taobao Villages," Policy Research Working Paper Series 8811, The World Bank.
    23. 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.
    24. Yiwu Zeng & Hongdong Guo & Yanfei Yao & Lu Huang, 2019. "The formation of agricultural e‐commerce clusters: A case from China," Growth and Change, Wiley Blackwell, vol. 50(4), pages 1356-1374, December.
    25. Bachke, Maren Elise, 2019. "Do farmers’ organizations enhance the welfare of smallholders? Findings from the Mozambican national agricultural survey," Food Policy, Elsevier, vol. 89(C).
    26. Liu, Yuying & Renwick, Alan & Fu, Xinhong, 2019. "The role of agricultural cooperatives in serving as a marketing channel: evidence from low-income regions of Sichuan province in China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 22(2).
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