IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v86y2025icp1002-1019.html
   My bibliography  Save this article

Does crop insurance increase farmers’ income? Evidence from the pilot program of agricultural catastrophe insurance in China

Author

Listed:
  • Li, Fangfang
  • He, Dongwei
  • Liu, Jianghui
  • Hong, Na

Abstract

Historically, crop insurance programs have had limited coverage, reducing their effectiveness in protecting farmers from financial risks. In response to farmers’ demand for better coverage, China implemented pilot programs for agricultural catastrophe insurance in 2017 and 2019. Using county-level data from China, this study examines the impact of these catastrophe insurance initiatives on farmers’ income. Moreover, this study explores the underlying mechanisms and effects through which insurance promotes farmers' income across different regions. This study uses a two-way–fixed-effects (TWFE) model, alongside heterogeneity-robust–difference-in-differences (DID) estimation, propensity score matching–DID (PSM-DID), and a control function approach to validate the findings. Results show a significant improvement in farmers’ income, which is attributed to an increased willingness to invest in agricultural inputs and a strategic adjustment of cultivated land areas within the pilot counties. Furthermore, this study reveals that the positive impact is more pronounced in counties characterized by lower economic development, greater agricultural advancement, and lesser wealth prevalence. These findings provide empirical evidence that increasing crop insurance coverage levels can promote income growth for farmers and increase the production of grain. Furthermore, this study suggests expanding agricultural insurance coverage and building a stratified, nuanced framework that accommodates regional particularities.

Suggested Citation

  • Li, Fangfang & He, Dongwei & Liu, Jianghui & Hong, Na, 2025. "Does crop insurance increase farmers’ income? Evidence from the pilot program of agricultural catastrophe insurance in China," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 1002-1019.
  • Handle: RePEc:eee:ecanpo:v:86:y:2025:i:c:p:1002-1019
    DOI: 10.1016/j.eap.2025.04.019
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592625001493
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2025.04.019?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Miraj Ahmed Bhuiyan & Mkhitaryan Davit & Zeng XinBin & Zhang Zurong, 2022. "The impact of agricultural insurance on farmers’ income: Guangdong Province (China) as an example," PLOS ONE, Public Library of Science, vol. 17(10), pages 1-20, October.
    2. Berber Kramer & Peter Hazell & Harold Alderman & Francisco Ceballos & Neha Kumar & Anne G. Timu, 2022. "Is Agricultural Insurance Fulfilling Its Promise for the Developing World? A Review of Recent Evidence," Annual Review of Resource Economics, Annual Reviews, vol. 14(1), pages 291-311, October.
    3. Birthal, Pratap S. & Hazrana, Jaweriah & Negi, Digvijay S. & Mishra, Ashok K., 2022. "Assessing benefits of crop insurance vis-a-vis irrigation in Indian agriculture," Food Policy, Elsevier, vol. 112(C).
    4. Keith H. Coble & Barry J. Barnett, 2013. "Why Do We Subsidize Crop Insurance?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(2), pages 498-504.
    5. de Chaisemartin, Clément & D’Haultfœuille, Xavier, 2023. "Two-way fixed effects and differences-in-differences estimators with several treatments," Journal of Econometrics, Elsevier, vol. 236(2).
    6. Yuqiang Gao & Yongkang Shu & Hongjie Cao & Shuting Zhou & Shaobin Shi, 2021. "Fiscal Policy Dilemma in Resolving Agricultural Risks: Evidence from China’s Agricultural Insurance Subsidy Pilot," IJERPH, MDPI, vol. 18(14), pages 1-11, July.
    7. Youngjune Kim & Jisang Yu & Dustin L Pendell, 2020. "Effects of crop insurance on farm disinvestment and exit decisions [Effects of differing farm policies on farm structure and dynamics]," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 47(1), pages 324-347.
    8. Meyer, Jack, 1987. "Two-moment Decision Models and Expected Utility Maximization," American Economic Review, American Economic Association, vol. 77(3), pages 421-430, June.
    9. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    10. Caifeng Tan & Jianping Tao & Lan Yi & Juan He & Qi Huang, 2022. "Dynamic Relationship between Agricultural Technology Progress, Agricultural Insurance and Farmers’ Income," Agriculture, MDPI, vol. 12(9), pages 1-17, August.
    11. Feng, Shuaizhang & Han, Yujie & Qiu, Huanguang, 2021. "Does crop insurance reduce pesticide usage? Evidence from China," China Economic Review, Elsevier, vol. 69(C).
    12. Bruce A. Babcock & David A. Hennessy, 1996. "Input Demand under Yield and Revenue Insurance," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(2), pages 416-427.
    13. Vincent H. Smith & Barry K. Goodwin, 1996. "Crop Insurance, Moral Hazard, and Agricultural Chemical Use," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(2), pages 428-438.
    14. Juan He & Xiaoyong Zheng & Roderick Rejesus & Jose Yorobe, 2020. "Input use under cost‐of‐production crop insurance: Theory and evidence," Agricultural Economics, International Association of Agricultural Economists, vol. 51(3), pages 343-357, May.
    15. Ehrlich, Isaac & Becker, Gary S, 1972. "Market Insurance, Self-Insurance, and Self-Protection," Journal of Political Economy, University of Chicago Press, vol. 80(4), pages 623-648, July-Aug..
    16. Regmi, Madhav & Briggeman, Brian C. & Featherstone, Allen M., 2022. "Effects of crop insurance on farm input use: Evidence from Kansas farm data," Agricultural and Resource Economics Review, Cambridge University Press, vol. 51(2), pages 361-379, August.
    17. Joseph W. Glauber, 2013. "The Growth Of The Federal Crop Insurance Program, 1990--2011," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(2), pages 482-488.
    18. Jisang Yu & Aaron Smith & Daniel A Sumner, 2018. "Effects of Crop Insurance Premium Subsidies on Crop Acreage," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(1), pages 91-114.
    19. Tang, Jianjun & Gong, Jiaowei & Ma, Wanglin & Rahut, Dil Bahadur, 2022. "Narrowing urban–rural income gap in China: The role of the targeted poverty alleviation program," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 74-90.
    20. John K. Horowitz & Erik Lichtenberg, 1993. "Insurance, Moral Hazard, and Chemical Use in Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(4), pages 926-935.
    21. Cai, Rong & Ma, Jie & Wang, shujuan & Cai, Shukai, 2024. "Can crop insurance help optimize farmers’ decisions on pesticides use? Evidence from family farms in East China," Journal of Asian Economics, Elsevier, vol. 92(C).
    22. Yuan feng Zhao & Zhihui Chai & Michael S Delgado & Paul V Preckel, 2016. "An empirical analysis of the effect of crop insurance on farmers’ income: results from Inner Mongolia in China," China Agricultural Economic Review, Emerald Group Publishing, vol. 8(2), pages 299-313, May.
    23. Jeremy G. Weber & Nigel Key & Erik O’Donoghue, 2016. "Does Federal Crop Insurance Make Environmental Externalities from Agriculture Worse?," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(3), pages 707-742.
    24. Sun, Ji-Le & Tao, Ran & Wang, Jiao & Wang, Yi-Fei & Li, Jia-Yi, 2024. "Do farmers always choose agricultural insurance against climate change risks?," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 617-628.
    25. Ashok Mishra & Barry Goodwin, 2006. "Revenue insurance purchase decisions of farmers," Applied Economics, Taylor & Francis Journals, vol. 38(2), pages 149-159.
    26. Li, Pei & Lu, Yi & Wang, Jin, 2016. "Does flattening government improve economic performance? Evidence from China," Journal of Development Economics, Elsevier, vol. 123(C), pages 18-37.
    27. Dongwei He & Guangcai Zhang & Kai You & Jun Wu, 2023. "Property rights and market participation: evidence from the land titling program in rural China," Journal of Chinese Governance, Taylor & Francis Journals, vol. 8(1), pages 110-133, January.
    28. Yuan, Yuan & Wang, Mingshu & Zhu, Yi & Huang, Xianjin & Xiong, Xuefeng, 2020. "Urbanization’s effects on the urban-rural income gap in China: A meta-regression analysis," Land Use Policy, Elsevier, vol. 99(C).
    29. Barry K. Goodwin & Monte L. Vandeveer & John L. Deal, 2004. "An Empirical Analysis of Acreage Effects of Participation in the Federal Crop Insurance Program," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(4), pages 1058-1077.
    30. Zhifeng Zhang & Haodong Xu & Shuangshuang Shan & Qingzhi Liu & Yuqi Lu, 2022. "Whether the Agricultural Insurance Policy Achieves Green Income Growth—Evidence from the Implementation of China’s Total Cost Insurance Pilot Program," IJERPH, MDPI, vol. 19(2), pages 1-20, January.
    31. Syed M. Ahsan & Ali A. G. Ali & N. John Kurian, 1982. "Toward a Theory of Agricultural Insurance," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 64(3), pages 510-529.
    32. Rizky Yanuarti & Joni Murti Mulyo Aji & Mohammad Rondhi, 2019. "Risk aversion level influence on farmer's decision to participate in crop insurance: A review," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 65(10), pages 481-489.
    33. Charalampos Mavroutsikos & Konstantinos Giannakas & Cory Walters, 2021. "The role of premium subsidies in crop insurance," PLOS ONE, Public Library of Science, vol. 16(4), pages 1-15, April.
    34. Guozhu Tuo & Xian Xin & Xiuqing Wang, 2016. "How to promote agricultural insurance in China?," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 8(2), pages 1-1, March.
    35. Jeffrey M. Wooldridge, 2015. "Control Function Methods in Applied Econometrics," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 420-445.
    36. Vincent H. Smith & Joseph W. Glauber, 2012. "Agricultural Insurance in Developed Countries: Where Have We Been and Where Are We Going?," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 34(3), pages 363-390.
    37. Farrin, Katie & Miranda, Mario J. & O'Donoghue, Erik, "undated". "How Do Time and Money Affect Agricultural Insurance Uptake? A New Approach to Farm Risk Management Analysis," Economic Research Report 262194, United States Department of Agriculture, Economic Research Service.
    38. JunJie Wu, 1999. "Crop Insurance, Acreage Decisions, and Nonpoint-Source Pollution," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(2), pages 305-320.
    39. Yu Xiao & Caiyan Yang & Lu Zhang, 2024. "The Impact of a Full-Cost Insurance Policy on Fertilizer Reduction and Efficiency: The Case of China," Agriculture, MDPI, vol. 14(9), pages 1-18, September.
    40. Guozhu Tuo, 2016. "How to promote agricultural insurance in China?," China Agricultural Economic Review, Emerald Group Publishing, vol. 8(2), pages 194-205, May.
    41. Vincent H. Smith & Joseph W. Glauber, 2012. "Agricultural Insurance in Developed Countries: Where Have We Been and Where Are We Going?," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 34(3), pages 363-390.
    42. Yuan feng Zhao & Zhihui Chai & Michael S Delgado & Paul V Preckel & Xian Xin & Xiuqing Wang, 2016. "An empirical analysis of the effect of crop insurance on farmers’ income: results from Inner Mongolia in China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 8(2), pages 1-1, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Feng, Shuaizhang & Han, Yujie & Qiu, Huanguang, 2021. "Does crop insurance reduce pesticide usage? Evidence from China," China Economic Review, Elsevier, vol. 69(C).
    2. Juan He & Xiaoyong Zheng & Roderick Rejesus & Jose Yorobe, 2020. "Input use under cost‐of‐production crop insurance: Theory and evidence," Agricultural Economics, International Association of Agricultural Economists, vol. 51(3), pages 343-357, May.
    3. Lu, Xun & Che, Yuyuan & Rejesus, Roderick M. & Goodwin, Barry K. & Ghosh, Sujit K. & Paudel, Jayash, 2023. "Unintended environmental benefits of crop insurance: Nitrogen and phosphorus in water bodies," Ecological Economics, Elsevier, vol. 204(PA).
    4. Biram, Hunter D. & Tack, Jesse & Nehring, Richard F., 2022. "Does Crop Insurance Participation Impact Quality-Adjusted Pesticide Usage?," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322136, Agricultural and Applied Economics Association.
    5. Glauber, Joseph W., 2017. "Agricultural insurance and the WTO:," IFPRI book chapters, in: Bouët, Antoine; Laborde Debucquet, David (ed.), Agriculture, development, and the global trading system: 2000– 2015, chapter 10, International Food Policy Research Institute (IFPRI).
    6. Jisang Yu & Nathan P. Hendricks, 2020. "Input Use Decisions with Greater Information on Crop Conditions: Implications for Insurance Moral Hazard and the Environment," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(3), pages 826-845, May.
    7. Aaron De Laporte & Daniel Schuurman & Tristan Skolrud & Peter Slade & Alfons Weersink, 2024. "Business risk management programs and the adoption of beneficial management practices in Canadian crop agriculture," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 72(3), pages 309-324, September.
    8. Jennifer Ifft & Margaret Jodlowski, 2024. "Farm heterogeneity and leveraging federal crop insurance for conservation practice adoption," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 46(2), pages 572-594, June.
    9. Baoling Zou & Zanjie Ren & Ashok K. Mishra & Stefan Hirsch, 2022. "The role of agricultural insurance in boosting agricultural output: An aggregate analysis from Chinese provinces," Agribusiness, John Wiley & Sons, Ltd., vol. 38(4), pages 923-945, October.
    10. Geoffroy Enjolras & Magali Aubert, 2020. "How does crop insurance influence pesticide use? Evidence from French farms," Review of Agricultural, Food and Environmental Studies, Springer, vol. 101(4), pages 461-485, December.
    11. Möhring, Niklas & Dalhaus, Tobias & Enjolras, Geoffroy & Finger, Robert, 2020. "Crop insurance and pesticide use in European agriculture," Agricultural Systems, Elsevier, vol. 184(C).
    12. Chemeris, Anna & Liu, Yong & Ker, Alan P., 2022. "Insurance subsidies, climate change, and innovation: Implications for crop yield resiliency," Food Policy, Elsevier, vol. 108(C).
    13. Geoffroy Enjolras & Magali Aubert, 2020. "How does crop insurance influence pesticide use? Evidence from French farms," Review of Agricultural, Food and Environmental Studies, Springer, vol. 101(4), pages 461-485, December.
    14. Che, Yuyuan & Aglasan, Serkan & Burchfield, Emily K. & Rejesus, Roderick M., 2025. "The Impact of Crop Insurance Participation on Landscape Complexity," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 360700, Agricultural and Applied Economics Association.
    15. Dolginow, Joseph & Massey, Raymond E. & Myers, Brent & Kitchen, Newell, 2013. "Adjusting Crop Insurance APH Calculation to Accommodate Biomass Production," 2013 AAEA: Crop Insurance and the Farm Bill Symposium 156945, Agricultural and Applied Economics Association.
    16. Cai, Rong & Ma, Jie & Wang, shujuan & Cai, Shukai, 2024. "Can crop insurance help optimize farmers’ decisions on pesticides use? Evidence from family farms in East China," Journal of Asian Economics, Elsevier, vol. 92(C).
    17. Tao Li & Lihong Chen & Xiaoxu Li & Sha Li & Haibing Chen & Hao Ji, 2021. "The Impact of Cost-of-Production Insurance on Input Expense of Fruit Growing in Ecologically Vulnerable Areas: Evidence from Shaanxi Province of China," Sustainability, MDPI, vol. 13(21), pages 1-14, November.
    18. Jisang Yu & Edward D. Perry, 2024. "Premium subsidies and selection in the federal crop insurance program," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(1), pages 280-297, February.
    19. Yu, Jisang & Hendricks, Nathan P., "undated". "Crop Insurance Moral Hazard from Price and Weather Forecasts," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258336, Agricultural and Applied Economics Association.
    20. Coleman, Jane A. & Shaik, Saleem, 2009. "Time-Varying Estimation of Crop Insurance Program in Altering North Dakota Farm Economic Structure," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49516, Agricultural and Applied Economics Association.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • Q14 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Finance
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecanpo:v:86:y:2025:i:c:p:1002-1019. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/economic-analysis-and-policy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.