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Weather Shocks and Unintended Fertility in Sub-Saharan Africa

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  • Ahmed, Musa Hasen
  • Nigus, Halefom Yigzaw
  • Mesfin, Hiwot Mekonnen
  • Gebremariam, Gebrelibanos

Abstract

This paper examines the effects of drought shocks on unintended pregnancies across 18 countries in Sub-Saharan Africa. The results show that drought exposure increases the likelihood of unintended pregnancy by one to two percentage points (about 3 to 6 percent), depending on the specification. The analysis further finds that children born from unintended pregnancies are less likely to receive antenatal care, less likely to be delivered in health facilities, and more vulnerable to illness. The findings also show that unintended pregnancies have implications for women’s labor market outcomes. Overall, the findings indicate that drought shocks intensify women’s economic and reproductive vulnerabilities. Given the wide-ranging consequences of unintended births for both mothers and children, the results high-light the importance of integrating reproductive health interventions into climate adaptation policies.

Suggested Citation

  • Ahmed, Musa Hasen & Nigus, Halefom Yigzaw & Mesfin, Hiwot Mekonnen & Gebremariam, Gebrelibanos, 2026. "Weather Shocks and Unintended Fertility in Sub-Saharan Africa," Policy Research Working Paper Series 11364, The World Bank.
  • Handle: RePEc:wbk:wbrwps:11364
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    1. Sefa Awaworyi Churchill & Nasir Iqbal & Saima Nawaz & Siew Ling Yew, 2024. "Do unconditional cash transfers increase fertility? Lessons from a large‐scale program," Economic Inquiry, Western Economic Association International, vol. 62(1), pages 74-96, January.
    2. Rocha, Rudi & Soares, Rodrigo R., 2015. "Water scarcity and birth outcomes in the Brazilian semiarid," Journal of Development Economics, Elsevier, vol. 112(C), pages 72-91.
    3. Nuevo-Chiquero, Ana, 2014. "The labor force effects of unplanned childbearing," Labour Economics, Elsevier, vol. 29(C), pages 91-101.
    4. Letícia J. Marteleto & Alexandre Gori Maia & Cristina Guimarães Rodrigues, 2023. "Climate and fertility amid a public health crisis," Population Studies, Taylor & Francis Journals, vol. 77(3), pages 437-458, September.
    5. John Bongaarts, 2010. "The causes of educational differences in fertility in Sub-Saharan Africa," Vienna Yearbook of Population Research, Vienna Institute of Demography (VID) of the Austrian Academy of Sciences in Vienna, vol. 8(1), pages 31-50.
    6. Mueller, Valerie & Sheriff, Glenn & Dou, Xiaoya & Gray, Clark, 2020. "Temporary migration and climate variation in eastern Africa," World Development, Elsevier, vol. 126(C).
    7. Marcos A. Rangel & Jenna Nobles & Amar Hamoudi, 2020. "Brazil’s Missing Infants: Zika Risk Changes Reproductive Behavior," Demography, Springer;Population Association of America (PAA), vol. 57(5), pages 1647-1680, October.
    8. Dessy, Sylvain & Marchetta, Francesca & Pongou, Roland & Tiberti, Luca, 2020. "Climate Shocks and Teenage Fertility," GLO Discussion Paper Series 490, Global Labor Organization (GLO).
    9. Khandaker Jafor Ahmed & Yan Tan & Dianne Rudd, 2024. "Exploring the relationship between changes in fertility and disasters: a review of the literature," Journal of Population Research, Springer, vol. 41(1), pages 1-29, March.
    10. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769, December.
    11. Amare, Mulubrhan & Jensen, Nathaniel D. & Shiferaw, Bekele & Cissé, Jennifer Denno, 2018. "Rainfall shocks and agricultural productivity: Implication for rural household consumption," Agricultural Systems, Elsevier, vol. 166(C), pages 79-89.
    12. Fontaine, Idriss & Garabedian, Sabine & Vérèmes, Hélène, 2024. "Tropical cyclones and fertility: New evidence from developing countries," Ecological Economics, Elsevier, vol. 226(C).
    13. Arindam Nandi & Sumit Mazumdar & Jere R. Behrman, 2018. "The effect of natural disaster on fertility, birth spacing, and child sex ratio: evidence from a major earthquake in India," Journal of Population Economics, Springer;European Society for Population Economics, vol. 31(1), pages 267-293, January.
    14. Liepmann, Hannah, 2018. "The impact of a negative labor demand shock on fertility – Evidence from the fall of the Berlin Wall," Labour Economics, Elsevier, vol. 54(C), pages 210-224.
    15. Dench, Daniel & Pineda-Torres, Mayra & Myers, Caitlin, 2024. "The effects of post-Dobbs abortion bans on fertility," Journal of Public Economics, Elsevier, vol. 234(C).
    16. Desbureaux, Sébastien & Rodella, Aude-Sophie, 2019. "Drought in the city: The economic impact of water scarcity in Latin American metropolitan areas," World Development, Elsevier, vol. 114(C), pages 13-27.
    17. Richard Evans & Yingyao Hu & Zhong Zhao, 2010. "The fertility effect of catastrophe: U.S. hurricane births," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(1), pages 1-36, January.
    18. Mavisakalyan, Astghik & Otrachshenko, Vladimir & Popova, Olga, 2024. "Natural Disasters and Acceptance of Intimate Partner Violence: The Global Evidence," IZA Discussion Papers 17172, IZA Network @ LISER.
    19. Hajdu, Tamás & Hajdu, Gábor, 2023. "Climate change and the mortality of the unborn," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    20. Paglialunga, Elena & Coveri, Andrea & Zanfei, Antonello, 2022. "Climate change and within-country inequality: New evidence from a global perspective," World Development, Elsevier, vol. 159(C).
    21. Filoso, Valerio & Papagni, Erasmo, 2015. "Fertility choice and financial development," European Journal of Political Economy, Elsevier, vol. 37(C), pages 160-177.
    22. Tomáš Sobotka & Vegard Skirbekk & Dimiter Philipov, 2011. "Economic Recession and Fertility in the Developed World," Population and Development Review, The Population Council, Inc., vol. 37(2), pages 267-306, June.
    23. Beumer, Wieke Y. & Koot, Marjette H. & Vrijkotte, Tanja & Roseboom, Tessa J. & van Ditzhuijzen, Jenneke, 2024. "Long-term effects of unintended pregnancy on children: Findings from the Dutch prospective birth-cohort Amsterdam born children and their development study," Social Science & Medicine, Elsevier, vol. 357(C).
    24. Osili, Una Okonkwo & Long, Bridget Terry, 2008. "Does female schooling reduce fertility? Evidence from Nigeria," Journal of Development Economics, Elsevier, vol. 87(1), pages 57-75, August.
    25. Paul A. Lewin & Monica Fisher & Bruce Weber, 2012. "Do rainfall conditions push or pull rural migrants: evidence from Malawi," Agricultural Economics, International Association of Agricultural Economists, vol. 43(2), pages 191-204, March.
    26. Almås, Ingvild & Auffhammer, Max & Bold, Tessa & Bolliger, Ian & Dembo, Aluma & Hsiang, Solomon & Kitamura, Shuhei & Miguel, Edward & Pickmans, Robert, 2019. "Destructive Behavior, Judgment, and Economic Decision-Making Under Thermal Stress," Department of Economics, Working Paper Series qt2c9198nw, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    27. Marieke Kleemans & Jeremy Magruder, 2018. "Labour Market Responses To Immigration: Evidence From Internal Migration Driven By Weather Shocks," Economic Journal, Royal Economic Society, vol. 128(613), pages 2032-2065, August.
    28. Ainsworth, Martha & Beegle, Kathleen & Nyamete, Andrew, 1996. "The Impact of Women's Schooling on Fertility and Contraceptive Use: A Study of Fourteen Sub-Saharan African Countries," The World Bank Economic Review, World Bank, vol. 10(1), pages 85-122, January.
    29. Ncube, Janet & Adom, Theodosia & Aventin, Áine & Skeen, Sarah & Nkonki, Lungiswa, 2024. "A systematic review of economic evaluations conducted on gender-transformative interventions aimed at preventing unintended pregnancy and promoting sexual health in adolescents," Social Science & Medicine, Elsevier, vol. 355(C).
    30. Corno, Lucia & Voena, Alessandra, 2023. "Child marriage as informal insurance: Empirical evidence and policy simulations," Journal of Development Economics, Elsevier, vol. 162(C).
    31. Jean-François Maystadt & Olivier Ecker, 2014. "Extreme Weather and Civil War: Does Drought Fuel Conflict in Somalia through Livestock Price Shocks?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(4), pages 1157-1182.
    32. Kati Kraehnert & Tilman Brück & Michele Di Maio & Roberto Nisticò, 2019. "The Effects of Conflict on Fertility: Evidence From the Genocide in Rwanda," Demography, Springer;Population Association of America (PAA), vol. 56(3), pages 935-968, June.
    33. Garcia-Hombrados, Jorge & Novak, Lindsey, 2024. "The Economics of Abduction Marriage: Evidence from Ethiopia," IZA Discussion Papers 17242, IZA Network @ LISER.
    34. Idriss Fontaine & Sabine Garabedian & Hélène Vérèmes, 2024. "Tropical cyclones and fertility: New evidence from developing countries," Post-Print hal-04717646, HAL.
    35. Juliana Londoño-Vélez & Estefanía Saravia, 2025. "The Impact of Being Denied a Wanted Abortion on Women and Their Children," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 140(2), pages 1061-1110.
    36. Alam, Shamma Adeeb & Pörtner, Claus C., 2018. "Income shocks, contraceptive use, and timing of fertility," Journal of Development Economics, Elsevier, vol. 131(C), pages 96-103.
    37. Herbst, Chris M., 2011. "‘Paradoxical’ decline? Another look at the relative reduction in female happiness," Journal of Economic Psychology, Elsevier, vol. 32(5), pages 773-788.
    38. Generoso, Rémi, 2015. "How do rainfall variability, food security and remittances interact? The case of rural Mali," Ecological Economics, Elsevier, vol. 114(C), pages 188-198.
    39. Donald, Aletheia Amalia & Goldstein, Markus & Koroknay-Palicz, Tricia & Sage, Mathilde, 2024. "The Fertility Impacts of Development Programs," Policy Research Working Paper Series 10848, The World Bank.
    40. 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.
    41. Eastin, Joshua, 2018. "Climate change and gender equality in developing states," World Development, Elsevier, vol. 107(C), pages 289-305.
    42. Sellers, Samuel & Gray, Clark, 2019. "Climate shocks constrain human fertility in Indonesia," World Development, Elsevier, vol. 117(C), pages 357-369.
    43. Marshall Burke & Erick Gong & Kelly Jones, 2015. "Income Shocks and HIV in Africa," Economic Journal, Royal Economic Society, vol. 125(585), pages 1157-1189, June.
    44. Edward Miguel & Shanker Satyanath & Ernest Sergenti, 2004. "Economic Shocks and Civil Conflict: An Instrumental Variables Approach," Journal of Political Economy, University of Chicago Press, vol. 112(4), pages 725-753, August.
    45. Jun Rentschler & Melda Salhab & Bramka Arga Jafino, 2022. "Flood exposure and poverty in 188 countries," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    46. 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.
    47. McGavock, Tamara & Novak, Lindsey, 2023. "Now, Later, or Never? Evidence of the effect of weather shocks on female genital cutting in Sub-Saharan Africa," Journal of Development Economics, Elsevier, vol. 165(C).
    48. Yusuke Kuwayama & Alexandra Thompson & Richard Bernknopf & Benjamin Zaitchik & Peter Vail, 2019. "Estimating the Impact of Drought on Agriculture Using the U.S. Drought Monitor," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(1), pages 193-210.
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