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Impact of weather shocks on educational outcomes in the municipalities of Colombia

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  • Palacios, Paola
  • Rojas-Velásquez, Libardo

Abstract

This study estimates the impact of weather shocks on educational outcomes in Colombian municipalities and explores the main transmission mechanisms. We employ a panel data set combining information on municipal weather shocks, educational results, and socioeconomic characteristics for 2010–2016. Linear regression models are estimated using fixed effects and robust standard errors at the municipal level, followed by mediation analyses. Results indicate that excess rainfall shocks increase school dropout and decrease coverage rates and academic performance while deficit rainfall shocks have the opposite effect on all outcomes. The main mechanisms explaining these results are income, as proxied by tax revenues, intergovernmental transfers, and agricultural income, and the infant mortality rate.

Suggested Citation

  • Palacios, Paola & Rojas-Velásquez, Libardo, 2023. "Impact of weather shocks on educational outcomes in the municipalities of Colombia," International Journal of Educational Development, Elsevier, vol. 101(C).
    • Handle: RePEc:eee:injoed:v:101:y:2023:i:c:s0738059323000925
    DOI: 10.1016/j.ijedudev.2023.102816
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    as
    1. Harold Alderman & John Hoddinott & Bill Kinsey, 2006. "Long term consequences of early childhood malnutrition," Oxford Economic Papers, Oxford University Press, vol. 58(3), pages 450-474, July.
    2. Imai, Kosuke & Keele, Luke & Tingley, Dustin & Yamamoto, Teppei, 2011. "Unpacking the Black Box of Causality: Learning about Causal Mechanisms from Experimental and Observational Studies," American Political Science Review, Cambridge University Press, vol. 105(4), pages 765-789, November.
    3. Sharon Maccini & Dean Yang, 2009. "Under the Weather: Health, Schooling, and Economic Consequences of Early-Life Rainfall," American Economic Review, American Economic Association, vol. 99(3), pages 1006-1026, June.
    4. Dercon, Stefan, 2004. "Growth and shocks: evidence from rural Ethiopia," Journal of Development Economics, Elsevier, vol. 74(2), pages 309-329, August.
    5. 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.
    6. Manisha Shah & Bryce Millett Steinberg, 2017. "Drought of Opportunities: Contemporaneous and Long-Term Impacts of Rainfall Shocks on Human Capital," Journal of Political Economy, University of Chicago Press, vol. 125(2), pages 527-561.
    7. Thuan Q. Thai & Evangelos M. Falaris, 2014. "Child Schooling, Child Health, and Rainfall Shocks: Evidence from Rural Vietnam," Journal of Development Studies, Taylor & Francis Journals, vol. 50(7), pages 1025-1037, July.
    8. Mottaleb, Khondoker Abdul & Mohanty, Samarendu & Hoang, Hoa Thi Khanh & Rejesus, Roderick M., 2013. "The effects of natural disasters on farm household income and expenditures: A study on rice farmers in Bangladesh," Agricultural Systems, Elsevier, vol. 121(C), pages 43-52.
    9. Cuong Viet Nguyen & Nguyet Minh Pham, 2018. "The impact of natural disasters on children's education: Comparative evidence from Ethiopia, India, Peru, and Vietnam," Review of Development Economics, Wiley Blackwell, vol. 22(4), pages 1561-1589, November.
    10. Carter, Michael R. & Little, Peter D. & Mogues, Tewodaj & Negatu, Workneh, 2007. "Poverty Traps and Natural Disasters in Ethiopia and Honduras," World Development, Elsevier, vol. 35(5), pages 835-856, May.
    11. Javier E. Baez & Leonardo Lucchetti & Maria E. Genoni & Mateo Salazar, 2017. "Gone with the Storm: Rainfall Shocks and Household Wellbeing in Guatemala," Journal of Development Studies, Taylor & Francis Journals, vol. 53(8), pages 1253-1271, August.
    12. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    13. Gao, Jianfeng & Mills, Bradford F., 2018. "Weather Shocks, Coping Strategies, and Consumption Dynamics in Rural Ethiopia," World Development, Elsevier, vol. 101(C), pages 268-283.
    14. Fishman, Ram & Carrillo, Paul & Russ, Jason, 2019. "Long-term impacts of exposure to high temperatures on human capital and economic productivity," Journal of Environmental Economics and Management, Elsevier, vol. 93(C), pages 221-238.
    15. Masozera, Michel & Bailey, Melissa & Kerchner, Charles, 2007. "Distribution of impacts of natural disasters across income groups: A case study of New Orleans," Ecological Economics, Elsevier, vol. 63(2-3), pages 299-306, August.
    16. Sawada, Yasuyuki & Takasaki, Yoshito, 2017. "Natural Disaster, Poverty, and Development: An Introduction," World Development, Elsevier, vol. 94(C), pages 2-15.
    17. Michael J. Roberts & Wolfram Schlenker, 2013. "Identifying Supply and Demand Elasticities of Agricultural Commodities: Implications for the US Ethanol Mandate," American Economic Review, American Economic Association, vol. 103(6), pages 2265-2295, October.
    18. Seema Jayachandran, 2006. "Selling Labor Low: Wage Responses to Productivity Shocks in Developing Countries," Journal of Political Economy, University of Chicago Press, vol. 114(3), pages 538-575, June.
    19. Acharya, Avidit & Blackwell, Matthew & Sen, Maya, 2016. "Explaining Causal Findings Without Bias: Detecting and Assessing Direct Effects," American Political Science Review, Cambridge University Press, vol. 110(3), pages 512-529, August.
    20. Felbermayr, Gabriel & Gröschl, Jasmin, 2014. "Naturally negative: The growth effects of natural disasters," Journal of Development Economics, Elsevier, vol. 111(C), pages 92-106.
    21. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    22. Andalón, Mabel & Azevedo, João Pedro & Rodríguez-Castelán, Carlos & Sanfelice, Viviane & Valderrama-González, Daniel, 2016. "Weather Shocks and Health at Birth in Colombia," World Development, Elsevier, vol. 82(C), pages 69-82.
    23. N. Gregory Mankiw & David Romer & David Weil, 1990. "A Contribution to the Empirics of Economic Growth," Working Papers 1990-24, Brown University, Department of Economics.
    24. Elizabeth Frankenberg & Douglas McKee & Duncan Thomas, 2005. "Health consequences of forest fires in Indonesia," Demography, Springer;Population Association of America (PAA), vol. 42(1), pages 109-129, February.
    25. Datar, Ashlesha & Liu, Jenny & Linnemayr, Sebastian & Stecher, Chad, 2013. "The impact of natural disasters on child health and investments in rural India," Social Science & Medicine, Elsevier, vol. 76(C), pages 83-91.
    26. Pham, Trinh, 2022. "The child education and health ethnic inequality consequences of climate shocks in Vietnam," Economics of Education Review, Elsevier, vol. 90(C).
    27. Arouri, Mohamed & Nguyen, Cuong & Youssef, Adel Ben, 2015. "Natural Disasters, Household Welfare, and Resilience: Evidence from Rural Vietnam," World Development, Elsevier, vol. 70(C), pages 59-77.
    28. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    29. de Janvry, Alain & Finan, Frederico & Sadoulet, Elisabeth & Vakis, Renos, 2006. "Can conditional cash transfer programs serve as safety nets in keeping children at school and from working when exposed to shocks?," Journal of Development Economics, Elsevier, vol. 79(2), pages 349-373, April.
    30. Felbermayr, Gabriel & Gröschl, Jasmin & Sanders, Mark & Schippers, Vincent & Steinwachs, Thomas, 2022. "The economic impact of weather anomalies," World Development, Elsevier, vol. 151(C).
    31. Zimmermann, Laura, 2020. "Remember when it rained – Schooling responses to shocks in India," World Development, Elsevier, vol. 126(C).
    32. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    33. Robert Jensen, 2000. "Agricultural Volatility and Investments in Children," American Economic Review, American Economic Association, vol. 90(2), pages 399-404, May.
    34. Sanoh, Aly, 2015. "Rainfall Shocks, Local Revenues, and Intergovernmental Transfer in Mali," World Development, Elsevier, vol. 66(C), pages 359-370.
    35. Foster, Andrew D, 1995. "Prices, Credit Markets and Child Growth in Low-Income Rural Areas," Economic Journal, Royal Economic Society, vol. 105(430), pages 551-570, May.
    36. Hoddinott, John & Kinsey, Bill, 2001. "Child Growth in the Time of Drought," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(4), pages 409-436, September.
    37. Teevrat Garg & Maulik Jagnani & Vis Taraz, 2020. "Temperature and Human Capital in India," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(6), pages 1113-1150.
    38. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281-281.
    39. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
    40. John Hoddinott & Bill Kinsey, 2001. "Child Growth in the Time of Drought," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(4), pages 409-436, September.
    41. Ana Campos Garcia & Niels Holm-Nielsen & Carolina Diaz G. & Diana Marcela Rubiano Vargas & Carlos R. Costa P. & Fernando Ramirez Cortes & Eric Dickson, 2011. "Analysis of Disaster Risk Management in Colombia : A Contribution to the Creation of Public Policies [Análisis de la gestión del reisgo de desastres en Colombia: un aporte para la construcción de p," World Bank Publications - Reports 12308, The World Bank Group.
    42. Aguilar, Arturo & Vicarelli, Marta, 2022. "El Niño and children: Medium-term effects of early-life weather shocks on cognitive and health outcomes," World Development, Elsevier, vol. 150(C).
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