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Impact of Agricultural Mechanization Level on Farmers’ Health Status in Western China: Analysis Based on CHARLS Data

Author

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  • Huaquan Zhang

    (College of Economics, Sichuan Agricultural University, Chengdu 611130, China
    These authors contributed equally to this work.)

  • Zhenyao Yang

    (College of Economics, Sichuan Agricultural University, Chengdu 611130, China
    These authors contributed equally to this work.)

  • Yidan Wang

    (College of Economics, Sichuan Agricultural University, Chengdu 611130, China
    These authors contributed equally to this work.)

  • Martinson Ankrah Twumasi

    (College of Economics, Sichuan Agricultural University, Chengdu 611130, China)

  • Abbas Ali Chandio

    (College of Economics, Sichuan Agricultural University, Chengdu 611130, China)

Abstract

Agricultural mechanization is an important component of agricultural modernization, as it contributes to the improvement of agricultural technology and the rapid transformation of agricultural development. However, research on the connection between agricultural mechanization and farmers’ health status is scarce. Thus, using the 2018 China Health and Retirement Longitudinal Survey (CHARLS) data, this study explored how agricultural mechanization can affect farmers’ health. OLS and 2SLS models were used for the study’s analysis. Furthermore, we used a PSM model to check the robustness of our analysis. The findings showed that: (1) the current state of agricultural mechanization in western China harms the health of rural residents; (2) agricultural mechanization can mitigate the adverse effects on health by increasing farmers’ living expenditure and improving their living environment; and (3) agricultural mechanization’s effects on farmers’ health are regionally and income-heterogeneous. Agricultural mechanization has a more significant impact on health in Tibetan areas and high-income regions. It has an almost minimal effect in non-Tibetan and low-income areas. This paper suggests approaches that can be used to encourage the rational development of agricultural mechanization and improve rural populations’ health.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jijerp:v:20:y:2023:i:5:p:4654-:d:1088970
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    References listed on IDEAS

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    1. Joseph Oscar Akotey & Charles K. D. Adjasi, 2018. "Microinsurance And Consumption Smoothing Among Low-Income Households In Ghana," Journal of Developing Areas, Tennessee State University, College of Business, vol. 52(4), pages 151-165, October-D.
    2. 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.
    3. Wang, Xiaobing & Yamauchi, Futoshi & Otsuka, Keijiro & Huang, Jikun, 2016. "Wage Growth, Landholding, and Mechanization in Chinese Agriculture," World Development, Elsevier, vol. 86(C), pages 30-45.
    4. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    5. Lopes Soares, Wagner & Firpo de Souza Porto, Marcelo, 2009. "Estimating the social cost of pesticide use: An assessment from acute poisoning in Brazil," Ecological Economics, Elsevier, vol. 68(10), pages 2721-2728, August.
    6. Christos A. Damalas & Ilias G. Eleftherohorinos, 2011. "Pesticide Exposure, Safety Issues, and Risk Assessment Indicators," IJERPH, MDPI, vol. 8(5), pages 1-18, May.
    7. Yuewen Huo & Songlin Ye & Zhou Wu & Fusuo Zhang & Guohua Mi, 2022. "Barriers to the Development of Agricultural Mechanization in the North and Northeast China Plains: A Farmer Survey," Agriculture, MDPI, vol. 12(2), pages 1-14, February.
    8. Wangda Liao & Fusheng Zeng & Meseret Chanieabate, 2022. "Mechanization of Small-Scale Agriculture in China: Lessons for Enhancing Smallholder Access to Agricultural Machinery," Sustainability, MDPI, vol. 14(13), pages 1-21, June.
    9. Wei Li & Xipan Wei & Ruixiang Zhu & Kangquan Guo, 2018. "Study on Factors Affecting the Agricultural Mechanization Level in China Based on Structural Equation Modeling," Sustainability, MDPI, vol. 11(1), pages 1-16, December.
    10. Granlund, David & Chuc, Nguyen T. & Phuc, Ho D. & Lindholm, Lars, 2010. "Inequality in Mortality in Vietnam During a Period of Rapid Transition," HUI Working Papers 28, HUI Research.
    11. Courtney C. Coile, 2004. "Health Shocks and Couples' Labor Supply Decisions," NBER Working Papers 10810, National Bureau of Economic Research, Inc.
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    Cited by:

    1. 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.

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