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Can Interlinked Credit and Insurance Contracts Boost Farmers' Adoption of Improved Rice Varieties? Field Experimental Evidence from China

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  • Haixia Wu
  • Yan Ge
  • Jianping Li

Abstract

Based on microdata from field experiments collected in Hunan and Sichuan Provinces, this study employs the probit model and mediating effect model in field experiments to evaluate the impact of interlinked credit and insurance contracts (ICIC) on farmers' adoption of improved rice varieties. The results show that ICIC has a significantly positive impact on farmers' adoption of improved rice varieties. It can promote the adoption of improved rice varieties by alleviating farmers' risk aversion and credit constraint, which account for 18.01% and 21.03% of the total effect of ICIC on farmers' adoption of rice varieties, respectively. To an extent, the ICIC's effect on farmers' adoption of improved rice varieties is influenced by household income and motivation for planting rice. This interplay between collateral and the characteristic of credit–insurance interlinkage has direct and essential implications for the design of programmes to simultaneously enhance the adoption of innovative agricultural technologies. Meanwhile, this research provides microfoundations and policy recommendations for household technological adoption in rural China and provides insights on how the government can formulate relevant policies to promote innovative technological extension.

Suggested Citation

  • Haixia Wu & Yan Ge & Jianping Li, 2025. "Can Interlinked Credit and Insurance Contracts Boost Farmers' Adoption of Improved Rice Varieties? Field Experimental Evidence from China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(3), pages 701-716, July.
  • Handle: RePEc:bla:ajarec:v:69:y:2025:i:3:p:701-716
    DOI: 10.1111/1467-8489.70002
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    1. Dean Karlan & Robert Osei & Isaac Osei-Akoto & Christopher Udry, 2014. "Agricultural Decisions after Relaxing Credit and Risk Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 597-652.
    2. Hans P. Binswanger, 1980. "Attitudes Toward Risk: Experimental Measurement in Rural India," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(3), pages 395-407.
    3. Gin, Xavier & Yang, Dean, 2009. "Insurance, credit, and technology adoption: Field experimental evidencefrom Malawi," Journal of Development Economics, Elsevier, vol. 89(1), pages 1-11, May.
    4. Kenta Tanaka & Shunsuke Managi & Katsunobu Kondo & Kiyotaka Masuda & Yasutaka Yamamoto, 2011. "Potential Climate Effect On Japanese Rice Productivity," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 2(03), pages 237-255.
    5. Bjorn Van Campenhout & David J. Spielman & Els Lecoutere, 2021. "Information and Communication Technologies to Provide Agricultural Advice to Smallholder Farmers: Experimental Evidence from Uganda," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(1), pages 317-337, January.
    6. Apurba Shee & Calum G. Turvey & Ana Marr, 2021. "Heterogeneous Demand and Supply for an Insurance‐linked Credit Product in Kenya: A Stated Choice Experiment Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 72(1), pages 244-267, February.
    7. Essossinam Ali & Aklesso Y. G. Egbendewe & Tahirou Abdoulaye & Daniel B. Sarpong, 2020. "Willingness to pay for weather index-based insurance in semi-subsistence agriculture: evidence from northern Togo," Climate Policy, Taylor & Francis Journals, vol. 20(5), pages 534-547, May.
    8. Hira Channa & Jacob Ricker‐Gilbert & Hugo De Groote & Jonathan Bauchet, 2021. "Willingness to pay for a new farm technology given risk preferences: Evidence from an experimental auction in Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 52(5), pages 733-748, September.
    9. Dercon, Stefan & Christiaensen, Luc, 2011. "Consumption risk, technology adoption and poverty traps: Evidence from Ethiopia," Journal of Development Economics, Elsevier, vol. 96(2), pages 159-173, November.
    10. Leslie J. Verteramo Chiu & Sivalai V. Khantachavana & Calum G. Turvey, 2014. "Risk rationing and the demand for agricultural credit: a comparative investigation of Mexico and China," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 74(2), pages 248-270, July.
    11. Ruth Hill & Angelino Viceisza, 2012. "A field experiment on the impact of weather shocks and insurance on risky investment," Experimental Economics, Springer;Economic Science Association, vol. 15(2), pages 341-371, June.
    12. Boucher, Stephen R. & Carter, Michael R. & Guirkinger, Catherine, 2008. "AJAE Appendix: Risk Rationing and Wealth Effects in Credit Markets: Theory and Implications for Agriculture Development," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 90(2), pages 1-6.
    13. Khushbu Mishra & Richard A. Gallenstein & Abdoul G. Sam & Mario J. Miranda & Patricia Toledo & Francis Mulangu, 2023. "Does bundling credit with index insurance boost agricultural technology adoption? Evidence from Ghana," Agricultural Economics, International Association of Agricultural Economists, vol. 54(6), pages 778-792, November.
    14. Cunguara, Benedito & Darnhofer, Ika, 2011. "Assessing the impact of improved agricultural technologies on household income in rural Mozambique," Food Policy, Elsevier, vol. 36(3), pages 378-390, June.
    15. Williams Ali & Awudu Abdulai & Renan Goetz & Victor Owusu, 2021. "Risk, ambiguity and willingness to participate in crop insurance programs: Evidence from a field experiment," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 65(3), pages 679-703, July.
    16. Tang, Lin & Luo, Xiaofeng, 2021. "Can agricultural insurance encourage farmers to apply biological pesticides? Evidence from rural China," Food Policy, Elsevier, vol. 105(C).
    17. Leslie J. Verteramo Chiu & Sivalai V. Khantachavana & Calum G. Turvey, 2014. "Risk rationing and the demand for agricultural credit: a comparative investigation of Mexico and China," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 74(2), pages 248-270, July.
    18. Wossen, Tesfamicheal & Alene, Arega & Abdoulaye, Tahirou & Feleke, Shiferaw & Manyong, Victor, 2019. "Agricultural technology adoption and household welfare: Measurement and evidence," Food Policy, Elsevier, vol. 87(C), pages 1-1.
    19. Pietrobon, Davide, 2024. "The dual role of insurance in input use: Mitigating risk versus curtailing incentives," Journal of Development Economics, Elsevier, vol. 166(C).
    20. Stephen R. Boucher & Michael R. Carter & Catherine Guirkinger, 2008. "Risk Rationing and Wealth Effects in Credit Markets: Theory and Implications for Agricultural Development," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(2), pages 409-423.
    21. Michael K. Ndegwa & Apurba Shee & Calum G. Turvey & Liangzhi You, 2020. "Uptake of insurance-embedded credit in presence of credit rationing: evidence from a randomized controlled trial in Kenya," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 80(5), pages 745-766, June.
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