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Study on the Impact of Internet Usage, Aging on Farm Household Income

Author

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  • Xinyan Wei

    (School of Economics and Management, Huazhong Agricultural University, Wuhan 430070, China)

  • Ying Liu

    (School of Economics and Management, North China University of Technology, Beijing 100144, China)

  • Yang Liu

    (School of Economics, Huazhong University of Science and Technology, Wuhan 430074, China)

Abstract

Increasing farmers’ incomes and empowering rural revitalization through the digital economy are important issues of widespread concern in our society today. From the perspective of aging, this paper uses the 2016, 2018, and 2020 China Family Panel Studies (CFPS) data to examine the impact of Internet usage on farm household income in the realistic context of the severe aging situation in rural areas, to explore the specific mechanisms through which aging plays a role. A further comparative analysis of the heterogeneity of Internet usage and aging effects on different sources of farm household income is performed. The study finds that Internet use by farmers increases household income, but aging diminishes the boosting effect of Internet usage on household income. By reducing off-farm employment and increasing family care, aging reduces the Internet’s boosting effect on farm household income. Among household income sources, Internet usage significantly contributes to the growth of farm household wage income. Aging dampens the growth of all income sources except transfer income. Aging enhances the boosting effect of Internet usage on the transfer income of farm households; however, it weakens its boosting effect on the wage income of farm households. Therefore, there is an urgent need to promote the construction of rural digital infrastructure, improve farmers’ digital literacy, and improve rural pension infrastructure and services, to escort the digital transformation of agriculture and rural areas and the common prosperity of farmers.

Suggested Citation

  • 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.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:19:p:14324-:d:1249821
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    References listed on IDEAS

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    1. 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.
    2. Josephine C. Jacobs & Courtney H. Van Houtven & Terri Tanielian & Rajeev Ramchand, 2019. "Economic Spillover Effects of Intensive Unpaid Caregiving," PharmacoEconomics, Springer, vol. 37(4), pages 553-562, April.
    3. Xiaohuan Wang & Yifei Ma & Hua Li & Caixia Xue, 2022. "The Effect of Non-Cognitive Ability on Farmer’s Ecological Protection of Farmland: Evidence from Major Tea Producing Areas in China," IJERPH, MDPI, vol. 19(13), pages 1-15, June.
    4. 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.
    5. Hung‐Hao Chang & David R. Just, 2009. "Internet Access and Farm Household Income – Empirical Evidence using a Semi‐parametric Assessment in Taiwan," Journal of Agricultural Economics, Wiley Blackwell, vol. 60(2), pages 348-366, June.
    6. Jinning Li & Shunfeng Song & Guanglin Sun, 2022. "Non-Farm Employment, Farmland Renting and Farming Ability: Evidence from China," IJERPH, MDPI, vol. 19(9), pages 1-16, April.
    7. Xinxin Wang & Jingjing Hong & Pengpeng Fan & Shidan Xu & Zhixian Chai & Yubo Zhuo, 2021. "Is China’s urban–rural difference in population aging rational? An international comparison with key indicators," Growth and Change, Wiley Blackwell, vol. 52(3), pages 1866-1891, September.
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    Cited by:

    1. Yanmei Yuan & Le Sun & Zongyun She & Shengwei Chen, 2025. "Influence of Digital Literacy on Farmers’ Adoption Behavior of Low-Carbon Agricultural Technology: Chain Intermediary Role Based on Capital Endowment and Adoption Willingness," Sustainability, MDPI, vol. 17(5), pages 1-21, March.
    2. Farjana, Fariha & Nguyen, Thanh Tung & Qaim, Matin, "undated". "Effects of using the internet on smallholder farmers’ income and dietary quality in Bangladesh," Discussion Papers 358944, University of Bonn, Center for Development Research (ZEF).

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