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Chronic Illness and Income Diversification in Rural China

Author

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  • Wenmei Liao

    (School of Economics and Management, Jiangxi Rural Revitalization Strategy Research Institute, Jiangxi Agricultural University, Nanchang 330045, China)

  • Jiawei Wang

    (School of Economics and Management, Jiangxi Rural Revitalization Strategy Research Institute, Jiangxi Agricultural University, Nanchang 330045, China)

  • Ying Lin

    (School of Economics and Finance, Xi’an Jiaotong University, Xi’an 710061, China)

  • Yao Wang

    (Department of Human Resources and Social Security of Shaanxi Province, Xi’an 710000, China)

Abstract

Off-farm diversification offers an important pathway out of poverty while health-impaired rural farmers can hardly seize the opportunity in developing countries. This paper investigates how chronic illness shapes livelihood structure and income generation in rural China. Our sample consists of 3850 rural households in Southern China and we rely on instrumental variable regressions to identify causal effects. We find that farmers with chronic illness tend to diversify towards local off-farm employments, rather than migrants, since local off-farm employments are more likely to act in a strategically complementary way to farming. Further analysis shows that income returns of diversification tend to be substantially higher for the health-impaired. While the relationship between diversification and income presents a conventional inverted U shape for the healthy, it is best categorized as upward sloping with diminishing marginal effects for farmers with chronic illness.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:7:p:3350-:d:523349
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    1. Sylvie Démurger & Martin Fournier & Yang Weiyong, 2009. "Rural households decisions towards income diversification − Evidence from a township in northern China," Post-Print halshs-00957824, HAL.
    2. Robert G. Chambers & Daniel C. Voica, 2017. "“Decoupled” Farm Program Payments are Really Decoupled: The Theory," American Journal of Agricultural Economics, John Wiley & Sons, vol. 99(3), pages 773-782, April.
    3. Ellis, Frank, 2000. "Rural Livelihoods and Diversity in Developing Countries," OUP Catalogue, Oxford University Press, number 9780198296966.
    4. Robert G. Chambers & Daniel C. Voica, 2017. "“Decoupled” Farm Program Payments are Really Decoupled: The Theory," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(3), pages 773-782.
    5. Djido, Abdoulaye I. & Shiferaw, Bekele A., 2018. "Patterns of labor productivity and income diversification – Empirical evidence from Uganda and Nigeria," World Development, Elsevier, vol. 105(C), pages 416-427.
    6. Johny, Judit & Wichmann, Bruno & Swallow, Brent M., 2017. "Characterizing social networks and their effects on income diversification in rural Kerala, India," World Development, Elsevier, vol. 94(C), pages 375-392.
    7. Kelsey, Timothy W., 1991. "Fatal Farm Accidents In New York: Estimates Of Their Costs," Northeastern Journal of Agricultural and Resource Economics, Northeastern Agricultural and Resource Economics Association, vol. 20(2), pages 1-6, October.
    8. Maria L. Loureiro, 2009. "Farmers' health and agricultural productivity," Agricultural Economics, International Association of Agricultural Economists, vol. 40(4), pages 381-388, July.
    9. Abdulai, Awudu & CroleRees, Anna, 2001. "Determinants of income diversification amongst rural households in Southern Mali," Food Policy, Elsevier, vol. 26(4), pages 437-452, August.
    10. Audibert, Martine & Etard, Jean-Francois, 2003. "Productive Benefits after Investment in Health in Mali," Economic Development and Cultural Change, University of Chicago Press, vol. 51(3), pages 769-782, April.
    11. Ana Rodriguez-Alvarez & César Rodriguez-Gutierrez, 2018. "The impact of health on wages: evidence for Europe," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(8), pages 1173-1187, November.
    12. Liao, Pei-An & Taylor, J. Edward, 2010. "Health Care Reform and Farm Women’s Off-Farm Labor Force Participation: Evidence from Taiwan," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 35(2), pages 1-18, August.
    13. Falco, Paolo & Haywood, Luke, 2016. "Entrepreneurship versus joblessness: Explaining the rise in self-employment," Journal of Development Economics, Elsevier, vol. 118(C), pages 245-265.
    14. Frank Ellis, 2000. "The Determinants of Rural Livelihood Diversification in Developing Countries," Journal of Agricultural Economics, Wiley Blackwell, vol. 51(2), pages 289-302, May.
    15. Joe Dewbre, 2006. "The Impact of Coupled and Decoupled Government Subsidies on Off-Farm Labor Participation of U.S. Farm Operators," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(2), pages 393-408.
    16. Denis Drechsler & Johannes Jütting, 2005. "Private Health Insurance for the Poor in Developing Countries?," OECD Development Centre Policy Insights 11, OECD Publishing.
    17. Jonathan Davies & Richard Bennett, 2007. "Livelihood adaptation to risk: Constraints and opportunities for pastoral development in Ethiopia's Afar region," Journal of Development Studies, Taylor & Francis Journals, vol. 43(3), pages 490-511.
    18. Fink, Günther & Masiye, Felix, 2015. "Health and agricultural productivity: Evidence from Zambia," Journal of Health Economics, Elsevier, vol. 42(C), pages 151-164.
    19. 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.
    20. Lixin Cai & Guyonne Kalb, 2006. "Health status and labour force participation: evidence from Australia," Health Economics, John Wiley & Sons, Ltd., vol. 15(3), pages 241-261, March.
    21. Chenxin Leng & Wanglin Ma & Jianjun Tang & Zhongkun Zhu, 2020. "ICT adoption and income diversification among rural households in China," Applied Economics, Taylor & Francis Journals, vol. 52(33), pages 3614-3628, June.
    22. Jianmei Zhao & Peter J. Barry, 2014. "Income Diversification of Rural Households in China," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 62(3), pages 307-324, September.
    23. Linxiu Zhang & Yongqing Dong & Chengfang Liu & Yunli Bai, 2018. "Off-farm employment over the past four decades in rural China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(2), pages 190-214, May.
    24. Sènakpon F. A. Dedehouanou & John McPeak, 2020. "Diversify More or Less? Household Income Generation Strategies and Food Security in Rural Nigeria," Journal of Development Studies, Taylor & Francis Journals, vol. 56(3), pages 560-577, March.
    25. Wilde, Joachim, 2000. "Identification of multiple equation probit models with endogenous dummy regressors," Economics Letters, Elsevier, vol. 69(3), pages 309-312, December.
    26. Block, S. & Webb, P., 2001. "The dynamics of livelihood diversification in post-famine Ethiopia," Food Policy, Elsevier, vol. 26(4), pages 333-350, August.
    27. Mishra, Ashok K. & Chang, Hung-Hao, 2012. "Can off farm employment affect the privatization of social safety net? The case of self-employed farm households," Food Policy, Elsevier, vol. 37(1), pages 94-101.
    28. Stefan Wimmer & Johannes Sauer, 2020. "Diversification economies in dairy farming – empirical evidence from Germany," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 47(3), pages 1338-1365.
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