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Risk preferences, technology adoption and insurance uptake: A framed experiment

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  1. Patalee, Buddhika & Mooney, Daniel & Mark, Tyler, 2022. "Hemp Farming and Credit Access in the United States: Developing a Conceptual Framework for Future Research," Journal of Agribusiness, Agricultural Economics Association of Georgia, vol. 40(2).
  2. Pan Wang & Di Liu, 2023. "Why Are Farmers Reluctant to Sell: Evidence from Rural China," Agriculture, MDPI, vol. 13(4), pages 1-12, March.
  3. Mulungu, Kelvin & Manning, Dale T. & Bozzola, Martina, 2025. "Once bitten, twice shy? Direct and indirect effects of weather shocks on fertilizer and improved seeds use," Food Policy, Elsevier, vol. 133(C).
  4. Carina Cavalcanti & Andreas Leibbrandt, 2024. "Do Positive Externalities Affect Risk Taking? Experimental Evidence on Gender and Group Membership," Monash Economics Working Papers 2024-05, Monash University, Department of Economics.
  5. Blanca Isabel Sánchez-Toledano & Zein Kallas & Oscar Palmeros Rojas & José M. Gil, 2018. "Determinant Factors of the Adoption of Improved Maize Seeds in Southern Mexico: A Survival Analysis Approach," Sustainability, MDPI, vol. 10(10), pages 1-22, October.
  6. Bougherara, Douadia & Nauges, Céline, 2018. "How laboratory experiments could help disentangle the influences of production risk and risk preferences on input decisions," TSE Working Papers 18-903, Toulouse School of Economics (TSE).
  7. Tang, Lin & Luo, Xiaofeng, 2021. "Can agricultural insurance encourage farmers to apply biological pesticides? Evidence from rural China," Food Policy, Elsevier, vol. 105(C).
  8. Naranjo, María A. & Pieters, Janneke & Alpízar, Francisco, 2019. "Credit, insurance and farmers’ liability: Evidence from a lab in the field experiment with coffee farmers in Costa Rica," Journal of Economic Behavior & Organization, Elsevier, vol. 166(C), pages 12-27.
  9. Yilan Xu & Kuan Zhang, 2025. "The Impact of Social Security on Farmers’ Green Agricultural Technology Adoption: Empirical Evidence from Rural China," Agriculture, MDPI, vol. 15(5), pages 1-22, February.
  10. Chaozhu Li & Xiaoliang Li & Wei Jia, 2022. "Non-Farm Employment Experience, Risk Preferences, and Low-Carbon Agricultural Technology Adoption: Evidence from 1843 Grain Farmers in 14 Provinces in China," Agriculture, MDPI, vol. 13(1), pages 1-16, December.
  11. Di Falco, Salvatore & Sharma, Sindra, 2018. "Investing in Climate Change Adaptation: Motivations and Green Incentives in the Fiji Islands," Ecological Economics, Elsevier, vol. 154(C), pages 394-408.
  12. Alvi, Muzna & Ward, Patrick & Makhija, Simrin & Spielman, David J., 2023. "Do grassroots interventions relax behavioural constraints and improve adoption of nutrition-sensitive food production systems?," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 68(01), September.
  13. Guenwoo Lee & Joseph Awuni & Junji Koide & Emmanuel Apiors, 2026. "Barriers to sustained adoption of integrated soil fertility management practices: evidence from smallholder farmers in northern Ghana," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 13(1), pages 1-10, December.
  14. Yingmei Tang & Yue Yang & Jihong Ge & Jian Chen, 2019. "The impact of weather index insurance on agricultural technology adoption evidence from field economic experiment in China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 11(4), pages 622-641, June.
  15. Liebenehm, S. & Waibel, H., 2018. "Really too risk averse and too impatient to escape poverty? Insights from a field experiment in West Africa," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277480, International Association of Agricultural Economists.
  16. Gruner, Sven & Lehberger, Mira & Hirschauer, Norbert & Mußhoff, Oliver, 2022. "How (un)informative are experiments with students for other social groups? A study of agricultural students and farmers," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(03), January.
  17. Yuling Dong & Lili Gu, 2025. "Can Policy-Based Agricultural Insurance Promote Agricultural Carbon Emission Reduction? Causal Inference Based on Double Machine Learning," Sustainability, MDPI, vol. 17(9), pages 1-21, May.
  18. Wang, Shuo & Li, Chengyou & Wang, Zeru & Sun, Guanglin, 2023. "Digital skills and household financial asset allocation," Finance Research Letters, Elsevier, vol. 58(PC).
  19. Ruoxi Ma & Shangguang Yang, 2023. "The Effect of Social Network on Controlled-Release Fertilizer Use: Evidence from Rice Large-Scale Farmers in Jiangsu Province, China," Sustainability, MDPI, vol. 15(4), pages 1-16, February.
  20. Lampe, Immanuel & Würtenberger, Daniel, 2020. "Loss aversion and the demand for index insurance," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 678-693.
  21. SANCHEZ, Blanca I. & Kallas, Zein & Gil, Jose M., "undated". "To Adopt, or Not to Adopt the Case Study of the Improved Corn Seeds in Chiapas (México)," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258130, Agricultural and Applied Economics Association.
  22. Marie Ferré & Stefanie Engel & Elisabeth Gsottbauer, 2023. "External validity of economic experiments on Agri‐environmental scheme design," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(3), pages 661-685, September.
  23. Van Campenhout, Bjorn & Abate, Gashaw T. & Colen, Liesbeth & Kramer, Berber, 2025. "Signaling, screening, or sunk costs? Experimental evidence on how prices affect agricultural technology adoption in East Africa," IFPRI discussion papers 2369, International Food Policy Research Institute (IFPRI).
  24. Wu, Haixia & Li, Jianping & Ge, Yan, 2022. "Ambiguity preference, social learning and adoption of soil testing and formula fertilization technology," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
  25. Tanko, Mohammed, 2022. "Nexus of risk preference, culture and religion in the adoption of improved rice varieties: Evidence from Northern Ghana," Land Use Policy, Elsevier, vol. 115(C).
  26. Kaywana Raeburn & Sonia Laszlo & Jim Warnick, 2023. "Resolving ambiguity as a public good: experimental evidence from Guyana," Theory and Decision, Springer, vol. 95(1), pages 79-107, July.
  27. Visser, Martine & le Roux, Leonard & Mulwa, Chalmers K. & Tibesigwa, Byela & Bezabih, Mintewab, 2024. "Adaptive investment with land tenure and weather risk: Behavioral evidence from Tanzania," Journal of Economic Behavior & Organization, Elsevier, vol. 217(C), pages 398-434.
  28. 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.
  29. Haile, Kaleab K. & Nillesen, Eleonora & Tirivayi, Nyasha, 2020. "Impact of formal climate risk transfer mechanisms on risk-aversion: Empirical evidence from rural Ethiopia," World Development, Elsevier, vol. 130(C).
  30. Daniel Gregg & John Rolfe, 2017. "Risk Behaviours and Grazing Land Management: A Framed Field Experiment and Linkages to Range Land Condition," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(3), pages 682-709, September.
  31. Md. Hayder Khan Sujan & Mou Rani Sarker & Md Abdur Rouf Sarkar & Monira Sultana & Md. Sadique Rahman & Sharif Ahammad & Maruf Khan, 2025. "Harnessing Rice Combine Harvester Adoption for Sustainable Agriculture in the Haor (Wetland) Ecosystem of Bangladesh," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(4), pages 836-854, October.
  32. Isaac Gershon Kodwo Ansah & Cornelis Gardebroek & Rico Ihle, 2019. "Resilience and household food security: a review of concepts, methodological approaches and empirical evidence," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(6), pages 1187-1203, December.
  33. Le, Thi Ha Lien & Kristiansen, Paul & Vo, Brenda & Moss, Jonathan & Welch, Mitchell, 2024. "Understanding factors influencing farmers’ crop choice and agricultural transformation in the Upper Vietnamese Mekong Delta," Agricultural Systems, Elsevier, vol. 216(C).
  34. Omotuyole Isiaka Ambali & Francisco Jose Areal & Nikolaos Georgantzis, 2021. "Improved Rice Technology Adoption: The Role of Spatially-Dependent Risk Preference," Agriculture, MDPI, vol. 11(8), pages 1-13, July.
  35. Hui Mao & Yujia Chai & Shaojian Chen, 2021. "Land Tenure and Green Production Behavior: Empirical Analysis Based on Fertilizer Use by Cotton Farmers in China," IJERPH, MDPI, vol. 18(9), pages 1-18, April.
  36. Feier Yan & Fujin Yi & Huang Chen, 2024. "Effect of education on crop insurance knowledge: evidence from a RCT in China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 17(1), pages 1-21, September.
  37. Li Zhao & Shumin Liu & Haiying Gu & David Ahlstrom, 2023. "Risk Amplification, Risk Preference and Acceptance of Transgenic Technology," Agriculture, MDPI, vol. 13(10), pages 1-22, September.
  38. Subodh Dubey & Ishant Sharma & Sabyasachee Mishra & Oded Cats & Prateek Bansal, 2021. "A General Framework to Forecast the Adoption of Novel Products: A Case of Autonomous Vehicles," Papers 2109.06169, arXiv.org.
  39. Mao, Hui & Zhou, Li & Ifft, Jennifer & Ying, RuiYao, 2019. "Risk preferences, production contracts and technology adoption by broiler farmers in China," China Economic Review, Elsevier, vol. 54(C), pages 147-159.
  40. Bowei Li & Qiyan Zeng, 2022. "The Effect of Land Right Stability on the Application of Fertilizer Reduction Technologies—Evidence from Large-Scale Farmers in China," Sustainability, MDPI, vol. 14(13), pages 1-13, July.
  41. Just, David R. & Messer, Kent D., 2025. "The Behavioral Revolution in Agricultural and Resource Economics: A Perspective on the Past and the Future," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 50(4), December.
  42. Luong, Tuan, 2023. "Network resilience and risk attitudes: Evidence from Vietnamese Vegetable Farming," 97th Annual Conference, March 27-29, 2023, Warwick University, Coventry, UK 334556, Agricultural Economics Society - AES.
  43. Hadush, Muuz & Gebregziabher, Kidanemariam, . "It is Too Late to Regret and Take Risk: Farmers' Adoption Decision for Stall-Feeding (SF) on Tigray, Ethiopia," Review of Agricultural and Applied Economics (RAAE), Faculty of Economics and Management, Slovak Agricultural University in Nitra, vol. 25(2).
  44. Naranjo, Maria A. & Alpízar, Francisco & Martinsson, Peter, 2019. "Alternatives for Risk Elicitation in the Field: Evidence from Coffee Farmers in Costa Rica," EfD Discussion Paper 19-21, Environment for Development, University of Gothenburg.
  45. Hou, Jing & Chen, Feiyu, 2020. "Private Enforcement Mechanisms and Contract Stability in Agri-food Supply Chain: An Empirical Evidence from China," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304586, Agricultural and Applied Economics Association.
  46. Berber Kramer & Carly Trachtman, 2024. "Gender dynamics in seed systems: an integrative review of seed promotion interventions in Africa," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 16(1), pages 19-45, February.
  47. J. Nicolas Hernandez-Aguilera & Max Mauerman & Alexandra Herrera & Kathryn Vasilaky & Walter Baethgen & Ana Maria Loboguerrero & Rahel Diro & Yohana Tesfamariam Tekeste & Daniel Osgood, 2020. "Games and Fieldwork in Agriculture: A Systematic Review of the 21st Century in Economics and Social Science," Games, MDPI, vol. 11(4), pages 1-22, October.
  48. Laura Moritz & Lena Kuhn & Ihtiyor Bobojonov, 2025. "The Impact of Agricultural Index Insurance on Farmers' Welfare and Climate Resilience: Findings From Uzbekistan," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(3), pages 598-610, July.
  49. Mao, Hui & Zhou, Li & Ifft, Jennifer, "undated". "Risk Preferences, Contracts and Technology Adoption by Broiler Farmers in China," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 257248, Agricultural and Applied Economics Association.
  50. Zhang, Jingyuan & Melo, Grace, 2025. "Recognizing Non-Pecuniary Labor Benefits in Technology Adoption: Evidence from Automatic Milking Systems in U.S. Dairy Farming," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 360617, Agricultural and Applied Economics Association.
  51. Mingyu Hu & Fujin Yi & Hong Zhou & Feier Yan, 2024. "The More the Better? Reconsidering the Welfare Effect of Crop Insurance Premium Subsidy," Agriculture, MDPI, vol. 14(11), pages 1-19, November.
  52. Min Cui & Jizhou Zhang & Xianli Xia, 2022. "The Relationship between Child Rearing Burden and Farmers’ Adoption of Climate Adaptive Technology: Taking Water-Saving Irrigation Technology as an Example," Agriculture, MDPI, vol. 12(6), pages 1-22, June.
  53. Adere, Tilahun Habtamu & Mertens, Kewan & Maertens, Miet & Vranken, Liesbet, 2022. "The impact of land certification and risk preferences on investment in soil and water conservation: Evidence from southern Ethiopia," Land Use Policy, Elsevier, vol. 123(C).
  54. Dubey, Subodh & Sharma, Ishant & Mishra, Sabyasachee & Cats, Oded & Bansal, Prateek, 2022. "A General Framework to Forecast the Adoption of Novel Products: A Case of Autonomous Vehicles," Transportation Research Part B: Methodological, Elsevier, vol. 165(C), pages 63-95.
  55. Mao, Hui & Sun, Zhenkai & Chai, Anyuan & Fang, Lan & Shi, Chaoqian, 2025. "Extreme Weather, agricultural insurance and farmer's climate adaptation technologies adoption in China," Ecological Economics, Elsevier, vol. 228(C).
  56. Klege, Rebecca Afua & Visser, Martine & Barron A, Manuel F. & Clarke, Rowan P., 2021. "Competition and gender in the lab vs field: Experiments from off-grid renewable energy entrepreneurs in Rural Rwanda," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 91(C).
  57. Stephanie Rosch & Sharon Raszap Skorbiansky & Collin Weigel & Kent D. Messer & Daniel Hellerstein, 2021. "Barriers to Using Economic Experiments in Evidence‐Based Agricultural Policymaking," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(2), pages 531-555, June.
  58. Immanuel Lampe & Daniel Würtenberger, 2019. "Loss Aversion And The Demand For Index Insurance," Working Papers on Finance 1907, University of St. Gallen, School of Finance.
  59. Jiangqi Sun & Jiahao Zhan & Zhaojiu Chen, 2024. "Agricultural Insurance and Selection of Soil Testing and Formula Fertilization Technology—An Empirical Study Based on the Main Rice-Producing Areas in China," Sustainability, MDPI, vol. 16(21), pages 1-16, October.
  60. Guoren Long & Xiaoyan Zhou & Jun Li, 2024. "Land Tenure, Loans, and Farmers’ Cropland Conservation Behavior: Evidence from Rural Northwest China," Land, MDPI, vol. 13(4), pages 1-20, March.
  61. Klege, Rebecca A. & Visser, Martine, 2019. "Competition and Gender in the Lab vs. Field: Experiments with Off-Grid Renewable Energy Entrepreneurs in Rural Rwanda," EfD Discussion Paper 19-24, Environment for Development, University of Gothenburg.
  62. Yongfeng Tan & Apurbo Sarkar & Airin Rahman & Lu Qian & Waqar Hussain Memon & Zharkyn Magzhan, 2021. "Does External Shock Influence Farmer’s Adoption of Modern Irrigation Technology?—A Case of Gansu Province, China," Land, MDPI, vol. 10(8), pages 1-16, August.
  63. Linwei Wang & Yixin Hu & Rong Kong, 2023. "The Impact of Bancassurance Interaction on the Adoption Behavior of Green Production Technology in Family Farms: Evidence from China," Land, MDPI, vol. 12(5), pages 1-26, April.
  64. Mao, Hui & Zhou, Li & Ying, RuiYao & Pan, Dan, 2021. "Time Preferences and green agricultural technology adoption: Field evidence from rice farmers in China," Land Use Policy, Elsevier, vol. 109(C).
  65. Naeem Hayat & Abdullah Al Mamun & Noorul Azwin Md Nasir & Ganeshsree Selvachandran & Noorshella Binti Che Nawi & Quek Shio Gai, 2020. "Predicting Sustainable Farm Performance—Using Hybrid Structural Equation Modelling with an Artificial Neural Network Approach," Land, MDPI, vol. 9(9), pages 1-37, August.
  66. Marc F. Bellemare & Yu Na Lee & David R. Just, 2020. "Producer Attitudes Toward Output Price Risk: Experimental Evidence from the Lab and from the Field," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(3), pages 806-825, May.
  67. Jing Hou & Linhai Wu & Bo Hou, 2020. "Risk Attitude, Contract Arrangements and Enforcement in Food Safety Governance: A China’s Agri-Food Supply Chain Scenario," IJERPH, MDPI, vol. 17(8), pages 1-16, April.
  68. Park, WooRam & Kim, Yongmi, 2022. "Air pollution and risk preference," Journal of Economic Behavior & Organization, Elsevier, vol. 202(C), pages 566-579.
  69. Jumare, Hafsah & Visser, Martine & Brick, Kerri, 2017. "Risk Preferences and the Poverty Trap: A Look at Farm Technology Uptake amongst Smallholder Farmers in the Matzikama Municipality," EfD Discussion Paper 17-14, Environment for Development, University of Gothenburg.
  70. Goytom Abraha Kahsay & Workineh Asmare Kassie & Haileselassie Medhin & Lars Gårn Hansen, 2022. "Are religious farmers more risk taking? Empirical evidence from Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 53(4), pages 617-632, July.
  71. Dannenberg, Astrid & Diekert, Florian & Händel, Philipp, 2022. "The effects of social information and luck on risk behavior of small-scale fishers at Lake Victoria," Journal of Economic Psychology, Elsevier, vol. 90(C).
  72. Kersten, Renate & Harms, Job & Liket, Kellie & Maas, Karen, 2017. "Small Firms, large Impact? A systematic review of the SME Finance Literature," World Development, Elsevier, vol. 97(C), pages 330-348.
  73. Chalmers Mulwa & TS Jayne & Milu Muyanga & Martine Visser, "undated". "Emergent large traders in smallholder grain markets and their role in enhancing adoption of sustainable agricultural intensification practices in Kenya," ERSA Working Paper Series v::y:2020:i::id:120, Economic Research Southern Africa.
  74. Tengda Wei & Ye Liu & Ke Wang & Qiao Zhang, 2021. "Can Crop Insurance Encourage Farmers to Adopt Environmentally Friendly Agricultural Technology—The Evidence from Shandong Province in China," Sustainability, MDPI, vol. 13(24), pages 1-15, December.
  75. Schwab, Benjamin & Yu, Jisang, 2022. "Guaranteed Storage? Risk and Credit Constraints in the Demand for Postharvest Technology and Rice Seed Storage Decisions in Bangladesh," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322475, Agricultural and Applied Economics Association.
  76. Cavalcanti, Carina & Fleming, Christopher & Leibbrandt, Andreas, 2022. "Risk externalities and gender: Experimental evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 196(C), pages 51-64.
  77. Visser, Martine & Jumare, Hafsah & Brick, Kerri, 2020. "Risk preferences and poverty traps in the uptake of credit and insurance amongst small-scale farmers in South Africa," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 826-836.
  78. Visser, Martine & Mulwa, Chalmers K. & Gitonga, Zachary & Baard, Max, 2025. "Weather uncertainty and demand for information in technology adoption: Case of Namibia," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 116(C).
  79. Jack Jameson & Kevin McDonnell & Vijaya Bhaskar Alwarnaidu Vijayarajan & Patrick D. Forristal, 2024. "Knowledge Exchange and Innovation Adoption Preferences of Arable Growers in Ireland’s Atlantic-Influenced Climate," Sustainability, MDPI, vol. 16(4), pages 1-23, February.
  80. Ahsanuzzaman, & Palm-Forster, Leah H. & Suter, Jordan F., 2022. "Experimental evidence of common pool resource use in the presence of uncertainty," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 139-160.
  81. Ladina Knapp & David Wuepper & Robert Finger, 2021. "Preferences, personality, aspirations, and farmer behavior," Agricultural Economics, International Association of Agricultural Economists, vol. 52(6), pages 901-913, November.
  82. Williams Ali & Awudu Abdulai & Ashok K. Mishra, 2020. "Recent Advances in the Analyses of Demand for Agricultural Insurance in Developing and Emerging Countries," Annual Review of Resource Economics, Annual Reviews, vol. 12(1), pages 411-430, October.
  83. Liang Zhang & Jian-kun Liu & Zi-hang Li & Jun-yan Yu & Chante Jian Ding, 2025. "Inclusive or Fraudulent: Digital Inclusive Finance and Urban–Rural Income Gap," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 32(3), pages 821-854, September.
  84. Schrieks, Teun & Botzen, W.J. Wouter & Haer, Toon & Aerts, Jeroen C.J.H., 2025. "Preferences for drought risk adaptation support in Kenya: Evidence from a discrete choice experiment and three decision-making theories," Ecological Economics, Elsevier, vol. 227(C).
  85. Mao, Hui & Quan, Yurong & Fu, Yong & Chen, Shaojian, 2022. "Risk preferences, productive investment and straw return technology adoption by farmers in China," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322087, Agricultural and Applied Economics Association.
  86. repec:osf:socarx:psda5_v1 is not listed on IDEAS
  87. Yulian Ding & Jianyu Yu & Yangyang Sun & Rodolfo M. Nayga & Yunyun Liu, 2023. "Gene‐edited or genetically modified food? The impacts of risk and ambiguity on Chinese consumers' willingness to pay," Agricultural Economics, International Association of Agricultural Economists, vol. 54(3), pages 414-428, May.
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