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Adapting to climate change accounting for individual beliefs

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  • Zappalà, Guglielmo

Abstract

As the climate changes, efficient climate policy requires a better understanding of how individuals adapt. Despite extensive research on various climate adaptation frictions, including financial and technological constraints, models of adaptive decision-making assume that agents have perfect information and accurate beliefs about climate. Combining rural household data in Bangladesh with a meteorological measure of dryness, this paper studies the role of individual drought beliefs and their accuracy in irrigation decisions as a key adaptive margin. In a theoretical model, I introduce a behavioral friction to document how heterogeneous beliefs differentially influence responsiveness to the same meteorological signal in dryness. The empirical analysis reveals an asymmetric response to dry shocks in irrigation conditional on the accuracy of prior beliefs. A counterfactual analysis shows lower technology adoption levels and higher monetary losses when beliefs are inaccurate.

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  • Zappalà, Guglielmo, 2024. "Adapting to climate change accounting for individual beliefs," Journal of Development Economics, Elsevier, vol. 169(C).
    • Handle: RePEc:eee:deveco:v:169:y:2024:i:c:s0304387824000385
    DOI: 10.1016/j.jdeveco.2024.103289
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    1. Tamma Carleton & Amir Jina & Michael Delgado & Michael Greenstone & Trevor Houser & Solomon Hsiang & Andrew Hultgren & Robert E Kopp & Kelly E McCusker & Ishan Nath & James Rising & Ashwin Rode & Hee , 2022. "Valuing the Global Mortality Consequences of Climate Change Accounting for Adaptation Costs and Benefits [Distributive Politics and Economic Growth]," The Quarterly Journal of Economics, Oxford University Press, vol. 137(4), pages 2037-2105.
    2. Ashwin Rode & Tamma Carleton & Michael Delgado & Michael Greenstone & Trevor Houser & Solomon Hsiang & Andrew Hultgren & Amir Jina & Robert E. Kopp & Kelly E. McCusker & Ishan Nath & James Rising & Ji, 2021. "Estimating a social cost of carbon for global energy consumption," Nature, Nature, vol. 598(7880), pages 308-314, October.
    3. Gars, Jared & Ward, Patrick S., 2019. "Can differences in individual learning explain patterns of technology adoption? Evidence on heterogeneous learning patterns and hybrid rice adoption in Bihar, India," World Development, Elsevier, vol. 115(C), pages 178-189.
    4. Bryan, Elizabeth & Bell, Andrew Reid & Ringler, Claudia & Ahmed, Akhter U., 2018. "Increasing Crop Production Benefits to Small Producers in Bangladesh," Asian Journal of Agriculture and Development, Southeast Asian Regional Center for Graduate Study and Research in Agriculture (SEARCA), vol. 15(1), June.
    5. Kelly, David L. & Kolstad, Charles D. & Mitchell, Glenn T., 2005. "Adjustment costs from environmental change," Journal of Environmental Economics and Management, Elsevier, vol. 50(3), pages 468-495, November.
    6. Lori Beaman & Ariel BenYishay & Jeremy Magruder & Ahmed Mushfiq Mobarak, 2021. "Can Network Theory-Based Targeting Increase Technology Adoption?," American Economic Review, American Economic Association, vol. 111(6), pages 1918-1943, June.
    7. Lucia Corno & Nicole Hildebrandt & Alessandra Voena, 2020. "Age of Marriage, Weather Shocks, and the Direction of Marriage Payments," Econometrica, Econometric Society, vol. 88(3), pages 879-915, May.
    8. Frances C. Moore & Uris Baldos & Thomas Hertel & Delavane Diaz, 2017. "New science of climate change impacts on agriculture implies higher social cost of carbon," Nature Communications, Nature, vol. 8(1), pages 1-9, December.
    9. Ujjayant Chakravorty & Manzoor H. Dar & Kyle Emerick, 2023. "Inefficient Water Pricing and Incentives for Conservation," American Economic Journal: Applied Economics, American Economic Association, vol. 15(1), pages 319-350, January.
    10. Rosenzweig, Mark R & Wolpin, Kenneth I, 1993. "Credit Market Constraints, Consumption Smoothing, and the Accumulation of Durable Production Assets in Low-Income Countries: Investment in Bullocks in India," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 223-244, April.
    11. Francis Annan & Wolfram Schlenker, 2015. "Federal Crop Insurance and the Disincentive to Adapt to Extreme Heat," American Economic Review, American Economic Association, vol. 105(5), pages 262-266, May.
    12. Maria Jones & Florence Kondylis & John Loeser & Jeremy Magruder, 2022. "Factor Market Failures and the Adoption of Irrigation in Rwanda," American Economic Review, American Economic Association, vol. 112(7), pages 2316-2352, July.
    13. Sheetal Sekhri, 2014. "Wells, Water, and Welfare: The Impact of Access to Groundwater on Rural Poverty and Conflict," American Economic Journal: Applied Economics, American Economic Association, vol. 6(3), pages 76-102, July.
    14. Raymond Guiteras & Amir Jina & A. Mushfiq Mobarak, 2015. "Satellites, Self-Reports, and Submersion: Exposure to Floods in Bangladesh," American Economic Review, American Economic Association, vol. 105(5), pages 232-236, May.
    15. Tavneet Suri, 2011. "Selection and Comparative Advantage in Technology Adoption," Econometrica, Econometric Society, vol. 79(1), pages 159-209, January.
    16. Jonathan Colmer, 2021. "Temperature, Labor Reallocation, and Industrial Production: Evidence from India," American Economic Journal: Applied Economics, American Economic Association, vol. 13(4), pages 101-124, October.
    17. Heleene Tambet & Yaniv Stopnitzky, 2021. "Climate Adaptation and Conservation Agriculture among Peruvian Farmers," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(3), pages 900-922, May.
    18. Justin Gallagher, 2014. "Learning about an Infrequent Event: Evidence from Flood Insurance Take-Up in the United States," American Economic Journal: Applied Economics, American Economic Association, vol. 6(3), pages 206-233, July.
    19. Christoph Albert & Paula Bustos & Jacopo Ponticelli, 2021. "The Effects of Climate Change on Labor and Capital Reallocation," NBER Working Papers 28995, National Bureau of Economic Research, Inc.
    20. Matthew Gibson & Jamie T. Mullins, 2020. "Climate Risk and Beliefs in New York Floodplains," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(6), pages 1069-1111.
    21. Samuelson, William & Zeckhauser, Richard, 1988. "Status Quo Bias in Decision Making," Journal of Risk and Uncertainty, Springer, vol. 1(1), pages 7-59, March.
    22. Charles D. Kolstad & Frances C. Moore, 2020. "Estimating the Economic Impacts of Climate Change Using Weather Observations," Review of Environmental Economics and Policy, University of Chicago Press, vol. 14(1), pages 1-24.
    23. Fiona Burlig & Amir Jina & Erin M. Kelley & Gregory V. Lane & Harshil Sahai, 2024. "Long-Range Forecasts As Climate Adaptation: Experimental Evidence From Developing-Country Agriculture," NBER Working Papers 32173, National Bureau of Economic Research, Inc.
    24. Bento, Antonio M. & Miller, Noah & Mookerjee, Mehreen & Severnini, Edson, 2023. "A unifying approach to measuring climate change impacts and adaptation," Journal of Environmental Economics and Management, Elsevier, vol. 121(C).
    25. Corno, Lucia & Voena, Alessandra, 2023. "Child marriage as informal insurance: Empirical evidence and policy simulations," Journal of Development Economics, Elsevier, vol. 162(C).
    26. Fishman, Ram & Giné, Xavier & Jacoby, Hanan G., 2023. "Efficient irrigation and water conservation: Evidence from South India," Journal of Development Economics, Elsevier, vol. 162(C).
    27. Mariaflavia Harari & Eliana La Ferrara, 2018. "Conflict, Climate, and Cells: A Disaggregated Analysis," The Review of Economics and Statistics, MIT Press, vol. 100(4), pages 594-608, October.
    28. Alistair Munro, 2020. "Using experimental manipulation of questionnaire design and a Kenyan panel to test for the reliability of reported perceptions of climate change and adaptation," Climatic Change, Springer, vol. 162(3), pages 1081-1105, October.
    29. J. Chen & V. Mueller, 2018. "Coastal climate change, soil salinity and human migration in Bangladesh," Nature Climate Change, Nature, vol. 8(11), pages 981-985, November.
    30. Tatyana Deryugina & Solomon Hsiang, 2017. "The Marginal Product of Climate," NBER Working Papers 24072, National Bureau of Economic Research, Inc.
    31. Thomas Barrios & Rebecca Diamond & Guido W. Imbens & Michal Kolesár, 2012. "Clustering, Spatial Correlations, and Randomization Inference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 107(498), pages 578-591, June.
    32. Philip D. A. Kraaijenbrink & Emmy E. Stigter & Tandong Yao & Walter W. Immerzeel, 2021. "Climate change decisive for Asia’s snow meltwater supply," Nature Climate Change, Nature, vol. 11(7), pages 591-597, July.
    33. Ashwin Rode & Tamma Carleton & Michael Delgado & Michael Greenstone & Trevor Houser & Solomon Hsiang & Andrew Hultgren & Amir Jina & Robert E. Kopp & Kelly E. McCusker & Ishan Nath & James Rising & Ji, 2021. "Author Correction: Estimating a social cost of carbon for global energy consumption," Nature, Nature, vol. 600(7889), pages 17-17, December.
    34. Salvatore Di Falco & Felice Adinolfi & Martina Bozzola & Fabian Capitanio, 2014. "Crop Insurance as a Strategy for Adapting to Climate Change," Journal of Agricultural Economics, Wiley Blackwell, vol. 65(2), pages 485-504, June.
    35. Phoebe Koundouri & Céline Nauges & Vangelis Tzouvelekas, 2006. "Technology Adoption under Production Uncertainty: Theory and Application to Irrigation Technology," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(3), pages 657-670.
    36. Marshall Burke & Kyle Emerick, 2016. "Adaptation to Climate Change: Evidence from US Agriculture," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 106-140, August.
    37. Adeline Delavande, 2014. "Probabilistic Expectations in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 1-20, August.
    38. Mondol, Md Anarul Haque & Zhu, Xuan & Dunkerley, David & Henley, Benjamin J., 2021. "Observed meteorological drought trends in Bangladesh identified with the Effective Drought Index (EDI)," Agricultural Water Management, Elsevier, vol. 255(C).
    39. Xinde Ji & Kelly M. Cobourn, 2021. "Weather Fluctuations, Expectation Formation, and Short-Run Behavioral Responses to Climate Change," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 78(1), pages 77-119, January.
    40. Delavande, Adeline & Giné, Xavier & McKenzie, David, 2011. "Measuring subjective expectations in developing countries: A critical review and new evidence," Journal of Development Economics, Elsevier, vol. 94(2), pages 151-163, March.
    41. Michelson, Hope & Fairbairn, Anna & Ellison, Brenna & Maertens, Annemie & Manyong, Victor, 2021. "Misperceived quality: Fertilizer in Tanzania," Journal of Development Economics, Elsevier, vol. 148(C).
    42. Joyce J. Chen & Valerie Mueller & Yuanyuan Jia & Steven Kuo-Hsin Tseng, 2017. "Validating Migration Responses to Flooding Using Satellite and Vital Registration Data," American Economic Review, American Economic Association, vol. 107(5), pages 441-445, May.
    43. Laura A Bakkensen & Lint Barrage, 2022. "Going Underwater? Flood Risk Belief Heterogeneity and Coastal Home Price Dynamics," The Review of Financial Studies, Society for Financial Studies, vol. 35(8), pages 3666-3709.
    44. A. F. Lutz & W. W. Immerzeel & C. Siderius & R. R. Wijngaard & S. Nepal & A. B. Shrestha & P. Wester & H. Biemans, 2022. "South Asian agriculture increasingly dependent on meltwater and groundwater," Nature Climate Change, Nature, vol. 12(6), pages 566-573, June.
    45. Morteza Mohsenipour & Shamsuddin Shahid & Eun-sung Chung & Xiao-jun Wang, 2018. "Changing Pattern of Droughts during Cropping Seasons of Bangladesh," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(5), pages 1555-1568, March.
    46. Mondal, M. Shahjahan & Saleh, Abul Fazal M., 2003. "Evaluation of some deep and shallow tubewell irrigated schemes in Bangladesh using performance indicators," Agricultural Water Management, Elsevier, vol. 58(3), pages 193-207, February.
    47. Annemie Maertens, 2017. "Who Cares What Others Think (or Do)? Social Learning and Social Pressures in Cotton Farming in India," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(4), pages 988-1007.
    48. Tatyana Deryugina, 2013. "How do people update? The effects of local weather fluctuations on beliefs about global warming," Climatic Change, Springer, vol. 118(2), pages 397-416, May.
    49. Burke, M. & Craxton, M. & Kolstad, C.D. & Onda, C. & Allcott, H. & Baker, E. & Barrage, L. & Carson, R. & Gillingham, K. & Graff-Zivin, J. & Greenstone, M. & Hallegatte, S. & Hanemann, W.M. & Heal, G., 2016. "Opportunities for advances in climate change economics," ISU General Staff Papers 3565, Iowa State University, Department of Economics.
    50. Burke, M & Craxton, M & Kolstad, CD & Onda, C & Allcott, H & Baker, E & Barrage, L & Carson, R & Gillingham, K & Graf-Zivin, J & Greenstone, M & Hallegatte, S & Hanemann, WM & Heal, G & Hsiang, S & Jo, 2016. "Opportunities for advances in climate change economics," University of California at Santa Barbara, Recent Works in Economics qt4tc5d9pb, Department of Economics, UC Santa Barbara.
    51. Chen, Shuai & Gong, Binlei, 2021. "Response and adaptation of agriculture to climate change: Evidence from China," Journal of Development Economics, Elsevier, vol. 148(C).
    52. David Blakeslee & Ram Fishman & Veena Srinivasan, 2020. "Way Down in the Hole: Adaptation to Long-Term Water Loss in Rural India," American Economic Review, American Economic Association, vol. 110(1), pages 200-224, January.
    53. Yonas Alem & Jonathan Colmer, 2022. "Blame it on the rain: Rainfall variability, consumption smoothing, and subjective well‐being in rural Ethiopia," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(3), pages 905-920, May.
    54. Taraz, Vis, 2017. "Adaptation to climate change: historical evidence from the Indian monsoon," Environment and Development Economics, Cambridge University Press, vol. 22(5), pages 517-545, October.
    55. Solomon M. Hsiang, 2016. "Climate Econometrics," NBER Working Papers 22181, National Bureau of Economic Research, Inc.
    56. Frances C. Moore, 2017. "Learning, Adaptation, And Weather In A Changing Climate," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 8(04), pages 1-21, November.
    57. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
    58. Maximilian Auffhammer & Tamma A. Carleton, 2018. "Regional Crop Diversity and Weather Shocks in India," Asian Development Review, MIT Press, vol. 35(2), pages 113-130, September.
    59. H. Biemans & C. Siderius & A. F. Lutz & S. Nepal & B. Ahmad & T. Hassan & W. Bloh & R. R. Wijngaard & P. Wester & A. B. Shrestha & W. W. Immerzeel, 2019. "Importance of snow and glacier meltwater for agriculture on the Indo-Gangetic Plain," Nature Sustainability, Nature, vol. 2(7), pages 594-601, July.
    60. Fernando M. Aragón & Francisco Oteiza & Juan Pablo Rud, 2021. "Climate Change and Agriculture: Subsistence Farmers' Response to Extreme Heat," American Economic Journal: Economic Policy, American Economic Association, vol. 13(1), pages 1-35, February.
    61. Ariel Ortiz-Bobea & Toby R. Ault & Carlos M. Carrillo & Robert G. Chambers & David B. Lobell, 2021. "Anthropogenic climate change has slowed global agricultural productivity growth," Nature Climate Change, Nature, vol. 11(4), pages 306-312, April.
    62. Solomon Hsiang, 2016. "Climate Econometrics," Annual Review of Resource Economics, Annual Reviews, vol. 8(1), pages 43-75, October.
    63. Md Abdullah Al Mamun & Sheikh Arafat Islam Nihad & Md Abdur Rouf Sarkar & Md Abdullah Aziz & Md Abdul Qayum & Rokib Ahmed & Niaz Md Farhat Rahman & Md Ismail Hossain & Md Shahjahan Kabir, 2021. "Growth and trend analysis of area, production and yield of rice: A scenario of rice security in Bangladesh," PLOS ONE, Public Library of Science, vol. 16(12), pages 1-18, December.
    64. Dyer, Julian & Shapiro, Jeremy, 2023. "Pumps, prosperity and household power: Experimental evidence on irrigation pumps and smallholder farmers in Kenya," Journal of Development Economics, Elsevier, vol. 163(C).
    65. Maulik Jagnani & Christopher B Barrett & Yanyan Liu & Liangzhi You, 2021. "Within-Season Producer Response to Warmer Temperatures: Defensive Investments by Kenyan Farmers [Sequential decision making in production models]," The Economic Journal, Royal Economic Society, vol. 131(633), pages 392-419.
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    More about this item

    Keywords

    Adaptation; Agriculture; Bangladesh; Beliefs; Climate change; Drought; Irrigation;
    All these keywords.

    JEL classification:

    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets
    • Q15 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Land Ownership and Tenure; Land Reform; Land Use; Irrigation; Agriculture and Environment
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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