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Spatial inequality of opportunity in West Africa

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  • Heath Milsom, Luke

Abstract

In this paper, I study spatial inequality of opportunity measured in terms of the causal effect place has on primary completion, in Benin, Cameroon, and Mali. Using a movers design I find that on average moving to a one standard deviation better location at birth increases a child’s probability of completing primary school by 15 percentage points. Estimating locality-year and gender-locality-year place effects I show that place matters more for girls than boys and place effects are correlated with local characteristics such as urbanization, access to electricity, and employment in agriculture. Religion is weakly correlated with average causal place effects but strongly correlated with the gender gap in the effect place has on educational attainment.

Suggested Citation

  • Heath Milsom, Luke, 2023. "Spatial inequality of opportunity in West Africa," Journal of Public Economics, Elsevier, vol. 225(C).
  • Handle: RePEc:eee:pubeco:v:225:y:2023:i:c:s0047272723001263
    DOI: 10.1016/j.jpubeco.2023.104944
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    1. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    2. Mahdi Barouni & Stijn Broecke, 2014. "The Returns to Education in Africa: Some New Estimates," Journal of Development Studies, Taylor & Francis Journals, vol. 50(12), pages 1593-1613, December.
    3. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility I: Childhood Exposure Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1107-1162.
    4. Daniel Aaronson, 1998. "Using Sibling Data to Estimate the Impact of Neighborhoods on Children's Educational Outcomes," Journal of Human Resources, University of Wisconsin Press, vol. 33(4), pages 915-946.
    5. Alberto Alesina & Sebastian Hohmann & Stelios Michalopoulos & Elias Papaioannou, 2023. "Religion and educational mobility in Africa," Nature, Nature, vol. 618(7963), pages 134-143, June.
    6. Leandro Medina & Mr. Andrew W Jonelis & Mehmet Cangul, 2017. "The Informal Economy in Sub-Saharan Africa: Size and Determinants," IMF Working Papers 2017/156, International Monetary Fund.
    7. Weinhardt, Felix, 2014. "Social housing, neighborhood quality and student performance," Journal of Urban Economics, Elsevier, vol. 82(C), pages 12-31.
    8. Bertoni, Eleonora & Di Maio, Michele & Molini, Vasco & Nisticò, Roberto, 2019. "Education is forbidden: The effect of the Boko Haram conflict on education in North-East Nigeria," Journal of Development Economics, Elsevier, vol. 141(C).
    9. T. Paul Schultz, 2004. "Evidence of Returns to Schooling in Africa from Household Surveys: Monitoring and Restructuring the Market for Education," Journal of African Economies, Centre for the Study of African Economies, vol. 13(02), pages 95-148, December.
    10. Nik Stoop & Marijke Verpoorten & Koen Deconinck, 2019. "Voodoo, Vaccines, and Bed Nets," Economic Development and Cultural Change, University of Chicago Press, vol. 67(3), pages 493-535.
    11. Amy Finkelstein & Matthew Gentzkow & Heidi Williams, 2016. "Sources of Geographic Variation in Health Care: Evidence From PatientMigration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1681-1726.
    12. David Molitor, 2018. "The Evolution of Physician Practice Styles: Evidence from Cardiologist Migration," American Economic Journal: Economic Policy, American Economic Association, vol. 10(1), pages 326-356, February.
    13. David Lagakos, 2020. "Urban-Rural Gaps in the Developing World: Does Internal Migration Offer Opportunities?," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 174-192, Summer.
    14. Anna Piil Damm & Christian Dustmann, 2014. "Does Growing Up in a High Crime Neighborhood Affect Youth Criminal Behavior?," American Economic Review, American Economic Association, vol. 104(6), pages 1806-1832, June.
    15. Melina Platas Izama, 2014. "Muslim Education In Africa: Trends And Attitudes Toward Faith-Based Schools," The Review of Faith & International Affairs, Taylor & Francis Journals, vol. 12(2), pages 38-50, April.
    16. Bart J. Bronnenberg & Jean-Pierre H. Dube & Matthew Gentzkow, 2012. "The Evolution of Brand Preferences: Evidence from Consumer Migration," American Economic Review, American Economic Association, vol. 102(6), pages 2472-2508, October.
    17. Alberto Alesina & Sebastian Hohmann & Stelios Michalopoulos & Elias Papaioannou, 2021. "Intergenerational Mobility in Africa," Econometrica, Econometric Society, vol. 89(1), pages 1-35, January.
    18. Emmanuelle Auriol & Julie Lassébie & Amma Panin & Eva Raiber & Paul Seabright, 2020. "God Insures those Who Pay? Formal Insurance and Religious Offerings in Ghana," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 1799-1848.
    19. Joan Hamory & Marieke Kleemans & Nicholas Y Li & Edward Miguel, 2021. "Reevaluating Agricultural Productivity Gaps with Longitudinal Microdata," Journal of the European Economic Association, European Economic Association, vol. 19(3), pages 1522-1555.
    20. George Psacharopoulos & Harry Anthony Patrinos, 2018. "Returns to investment in education: a decennial review of the global literature," Education Economics, Taylor & Francis Journals, vol. 26(5), pages 445-458, September.
    21. Victor Ombati & Ombati Mokua, 2012. "Gender Inequality in Education in sub-Saharan Africa," Journal of Women's Entrepreneurship and Education, Institute of Economic Sciences, issue 3-4, pages 114-136.
    22. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility II: County-Level Estimates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1163-1228.
    23. Cooray, Arusha & Potrafke, Niklas, 2011. "Gender inequality in education: Political institutions or culture and religion?," European Journal of Political Economy, Elsevier, vol. 27(2), pages 268-280, June.
    24. Flavio Cunha & James J. Heckman, 2008. "Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    25. Jean-William Laliberté, 2021. "Long-Term Contextual Effects in Education: Schools and Neighborhoods," American Economic Journal: Economic Policy, American Economic Association, vol. 13(2), pages 336-377, May.
    26. Kirsten Majgaard & Alain Mingat, 2012. "Education in Sub-Saharan Africa : A Comparative Analysis," World Bank Publications - Books, The World Bank Group, number 13143, December.
    27. Eric Chyn, 2018. "Moved to Opportunity: The Long-Run Effects of Public Housing Demolition on Children," American Economic Review, American Economic Association, vol. 108(10), pages 3028-3056, October.
    28. M. Najeeb Shafiq & Robert K. Toutkoushian & Alexandria Valerio, 2019. "Who Benefits from Higher Education in Low- and Middle-Income Countries?," Journal of Development Studies, Taylor & Francis Journals, vol. 55(11), pages 2403-2423, November.
    29. Nathan Deutscher, 2020. "Place, Peers, and the Teenage Years: Long-Run Neighborhood Effects in Australia," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 220-249, April.
    30. Raj Chetty & Nathaniel Hendren & Lawrence F. Katz, 2016. "The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment," American Economic Review, American Economic Association, vol. 106(4), pages 855-902, April.
    31. Clarence Tsimpo & Quentin Wodon, 2014. "Assessing The Role Of Faith-Inspired Primary And Secondary Schools In Africa: Evidence From Multi-Purpose Surveys," The Review of Faith & International Affairs, Taylor & Francis Journals, vol. 12(2), pages 5-15, April.
    32. Helen N. Boyle, 2014. "Between Secular Public Schools And Qur'Anic Private Schools: The Growing Educational Presence Of Malian Medersas," The Review of Faith & International Affairs, Taylor & Francis Journals, vol. 12(2), pages 16-26, April.
    33. Panin, Amma, 2021. "Four reasons why analysis of economic policy and religion go hand-in-hand in sub-Saharan Africa," PEGNet Policy Briefs 23/2020, PEGNet - Poverty Reduction, Equity and Growth Network, Kiel Institute for the World Economy (IfW Kiel).
    34. Parfait Eloundou-Enyegue, 2004. "Pregnancy-related dropouts and gender inequality in education: A life-table approach and application to Cameroon," Demography, Springer;Population Association of America (PAA), vol. 41(3), pages 509-528, August.
    35. Leandro Prados de la Escosura, 2021. "Augmented human development in the age of globalization," Economic History Review, Economic History Society, vol. 74(4), pages 946-975, November.
    36. Joerg Baten & Michiel de Haas & Elisabeth Kempter & Felix Meier zu Selhausen, 2021. "Educational Gender Inequality in Sub‐Saharan Africa: A Long‐Term Perspective," Population and Development Review, The Population Council, Inc., vol. 47(3), pages 813-849, September.
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