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Rainfall variability, occupational choice, and welfare in rural Bangladesh

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  • Bandyopadhyay, Sushenjit
  • Skoufias, Emmanuel

Abstract

This study investigates the choice of occupational focus versus diversification between household members in rural Bangladesh as an autonomous and proactive adaptation strategy against ex ante local rainfall variability risks. The analysis combines nationally representative household level survey data with historical climate variability information at the Upazila level. The authors note that flood prone Upazilas may face reduced risks from local rainfall variability as compared with non-flood prone Upazilas. They find that two members of the same household are less likely to be self-employed in agriculture if they live in an area with high local rainfall variability. However, the occupational diversification strategy comes at a cost to households in terms of consumption welfare. The paper considers the effects of three policy actions, providing access to credit, safety net, and market. Access to market appears to be more effective in reducing the likelihood of costly within-household occupational diversification as an ex ante climate risk-reducing strategy as compared with access to credit and safety net.

Suggested Citation

  • Bandyopadhyay, Sushenjit & Skoufias, Emmanuel, 2012. "Rainfall variability, occupational choice, and welfare in rural Bangladesh," Policy Research Working Paper Series 6134, The World Bank.
  • Handle: RePEc:wbk:wbrwps:6134
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    1. Hanan G. Jacoby & Emmanuel Skoufias, 1997. "Risk, Financial Markets, and Human Capital in a Developing Country," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(3), pages 311-335.
    2. Edward C. Norton & Hua Wang & Chunrong Ai, 2004. "Computing interaction effects and standard errors in logit and probit models," Stata Journal, StataCorp LP, vol. 4(2), pages 154-167, June.
    3. Banerjee, Lopamudra, 2007. "Effect of Flood on Agricultural Wages in Bangladesh: An Empirical Analysis," World Development, Elsevier, vol. 35(11), pages 1989-2009, November.
    4. World Bank, 2008. "Poverty Assessment for Bangladesh," World Bank Publications - Reports 28239, The World Bank Group.
    5. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    6. World Bank, 2008. "Bangladesh - Poverty Assessment for Bangladesh : Creating Opportunities and Bridging the East-West Divide," World Bank Publications - Reports 6144, The World Bank Group.
    7. Rosenzweig, Mark R & Binswanger, Hans P, 1993. "Wealth, Weather Risk and the Composition and Profitability of Agricultural Investments," Economic Journal, Royal Economic Society, vol. 103(416), pages 56-78, January.
    8. World Bank, 2008. "Bangladesh - Poverty Assessment for Bangladesh : Creating Opportunities and Bridging the East-West Divide," World Bank Publications - Reports 7886, The World Bank Group.
    9. Nidhiya Menon, 2009. "Rainfall Uncertainty and Occupational Choice in Agricultural Households of Rural Nepal," Journal of Development Studies, Taylor & Francis Journals, vol. 45(6), pages 864-888.
    10. Mahabub Hossain, 2004. "Rural Non-Farm Economy in Bangladesh: A View from Household Surveys," CPD Working Paper 40, Centre for Policy Dialogue (CPD).
    11. Nidhiya Menon & Narayanan Subramanian, 2008. "Learning, diversification and the nature of risk," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 35(1), pages 117-145, April.
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    Cited by:

    1. Martin Rama & Tara Béteille & Yue Li & Pradeep K. Mitra & John Lincoln Newman, 2015. "Addressing Inequality in South Asia," World Bank Publications - Books, The World Bank Group, number 20395, December.
    2. Mohammad Saiful Islam & Abu Hayat Md. Saiful Islam & Masayuki Sato, 2023. "Nexus between climatic extremes and household expenditures in rural Bangladesh: a nationally representative panel data analysis," Asia-Pacific Journal of Regional Science, Springer, vol. 7(2), pages 355-379, June.
    3. Tiziana Pagnani & Elisabetta Gotor & Francesco Caracciolo, 2021. "Adaptive strategies enhance smallholders’ livelihood resilience in Bihar, India," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(2), pages 419-437, April.
    4. Call, Maia & Gray, Clark & Jagger, Pamela, 2019. "Smallholder responses to climate anomalies in rural Uganda," World Development, Elsevier, vol. 115(C), pages 132-144.
    5. Francesca Marchetta & David Sahn & Luca Tiberti, 2018. "School or work? The role of weather shocks in Madagascar," CERDI Working papers halshs-01774919, HAL.
    6. Emran, Shahe & Shilpi, Forhad, 2018. "Agricultural Productivity, Hired Labor, Wages, and Poverty: Evidence from Bangladesh," World Development, Elsevier, vol. 109(C), pages 470-482.
    7. Shaikh M. S. U. Eskander & Edward B. Barbier, 2023. "Adaptation to Natural Disasters through the Agricultural Land Rental Market: Evidence from Bangladesh," Land Economics, University of Wisconsin Press, vol. 99(1), pages 141-160.
    8. Vladimir Otrachshenko & Olga Popova & Nargiza Alimukhamedova, 2024. "Rainfall variability and labor allocation in Uzbekistan: the role of women’s empowerment," Post-Soviet Affairs, Taylor & Francis Journals, vol. 40(2), pages 119-138, March.
    9. Martey, Edward & Etwire, Prince M. & Mockshell, Jonathan & Armah, Ralph & Akorsikumah, Eli, 2023. "Ecological shocks and children’s school attendance and farm work in Ghana," World Development Perspectives, Elsevier, vol. 31(C).
    10. M. Shahe Emran & Asadul Islam & Forhad Shilpi, 2020. "Distributional Effects of Corruption When Enforcement is Biased: Theory and Evidence from Bribery in Schools in Bangladesh," Economica, London School of Economics and Political Science, vol. 87(348), pages 985-1015, October.
    11. Beyer, Robert C. M. & Narayanan, Abhinav & Thakur, Gogol Mitra, 2022. "Natural Disasters and Economic Dynamics: Evidence from the Kerala Floods," Working Papers 22/383, National Institute of Public Finance and Policy.
    12. Emmanuel Skoufias & Sushenjit Bandyopadhyay & Sergio Olivieri, 2017. "Occupational diversification as an adaptation to rainfall variability in rural India," Agricultural Economics, International Association of Agricultural Economists, vol. 48(1), pages 77-89, January.
    13. Ajay Shenoy, 2018. "Risky Income or Lumpy Investments? Evidence on Two Theories of Underspecialization," Economic Development and Cultural Change, University of Chicago Press, vol. 66(4), pages 629-671.
    14. Narloch, Ulf & Bangalore, Mook, 2018. "The multifaceted relationship between environmental risks and poverty: new insights from Vietnam," LSE Research Online Documents on Economics 87553, London School of Economics and Political Science, LSE Library.
    15. Karim, Azreen, 2016. "The household response to persistent natural disasters: Evidence from Bangladesh," Working Paper Series 4968, Victoria University of Wellington, School of Economics and Finance.
    16. Amare, M. & Waibel, H., 2015. "Climate Variability, Shocks and Non-farm Employment: Evidence from Rural Household in Northeast Thailand," Proceedings “Schriften der Gesellschaft für Wirtschafts- und Sozialwissenschaften des Landbaues e.V.”, German Association of Agricultural Economists (GEWISOLA), vol. 50, March.
    17. World Bank, 2013. "Bangladesh - Poverty Assessment : Assessing a Decade of Progress in Reducing Poverty, 2000-2010," World Bank Publications - Reports 16622, The World Bank Group.
    18. Azreen Karim & Ilan Noy, 2016. "Poverty And Natural Disasters — A Qualitative Survey Of The Empirical Literature," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 61(01), pages 1-36, March.
    19. Amare, Mulubrhan & Waibel, Herman, 2014. "Climate Variability, Shocks and Non-farm Employment: Evidence from Rural Households in Northeast Thailand," 54th Annual Conference, Goettingen, Germany, September 17-19, 2014 187571, German Association of Agricultural Economists (GEWISOLA).
    20. Emran, M. Shahe & Shilpi, Forhad, 2018. "Beyond dualism: Agricultural productivity, small towns, and structural change in Bangladesh," World Development, Elsevier, vol. 107(C), pages 264-276.
    21. Gulesci, Selim & Battaglia, Marianna & Madestam, Andreas, 2018. "Repayment Flexibility and Risk Taking: Experimental Evidence from Credit Contracts," CEPR Discussion Papers 13329, C.E.P.R. Discussion Papers.
    22. Karim, Azreen, 2018. "The Household Response to Persistent Natural Disasters: Evidence from Bangladesh," World Development, Elsevier, vol. 103(C), pages 40-59.
    23. Pace, Noemi & Sebastian, Ashwini & Daidone, Silvio & Dela O Campos, Ana Paula & Prifti, Ervin & Davis, Benjamin, 2022. "Cash transfers’ role in improving livelihood diversification strategies and well-being: short- and medium-term evidence from Zimbabwe," World Development, Elsevier, vol. 154(C).
    24. Karim, Azreen & Noy, Ilan, 2020. "Risk, poverty or politics? The determinants of subnational public spending allocation for adaptive disaster risk reduction in Bangladesh," World Development, Elsevier, vol. 129(C).

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    More about this item

    Keywords

    Science of Climate Change; Hazard Risk Management; Climate Change Mitigation and Green House Gases; Housing&Human Habitats; Water Conservation;
    All these keywords.

    JEL classification:

    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • J43 - Labor and Demographic Economics - - Particular Labor Markets - - - Agricultural Labor Markets
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development

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