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New Evidence on Inequality of Opportunity in Sub-Saharan Africa : More Unequal Than We Thought

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Listed:
  • Atamanov,Aziz
  • Cuevas,Pablo Facundo
  • Lebow,Jeremy Aaron
  • Mahler,Daniel Gerszon

Abstract

Unequal access to economic opportunity for individuals with different innate characteristics, such as ethnicity or parents’ socioeconomic status, is often seen as both morally undesirable and bad for economic growth. This paper estimates inequality of opportunity, or the share of inequality explained by birth characteristics, across 18 countries in Sub-Saharan Africa. For many countries, this is the first time inequality of opportunity is measured. The paper uses nationally representative household survey data harmonized to allow for cross-country comparisons. Using consumption per capita as the outcome, the findings show that inequality of opportunity in Sub-Saharan Africa is stark and more pronounced than previously estimated. On average, inherited circumstances explain more than half of inequality in the region. Estimates range from 40 to 60 percent in most countries and reach 74 percent in South Africa. The findings show that birthplace, parents’ education, and ethnicity tend to be the most significant contributors, but there is large variation in the importance of circumstances across countries. This represents the most comprehensive estimate of inequality of opportunity to date in the poorest and one of the most unequal regions in the world, and it underscores the pressing need for policy makers to intensify their efforts to address inequality of opportunity to foster societies that are more equitable and unlock the full potential for growth in the region.

Suggested Citation

  • Atamanov,Aziz & Cuevas,Pablo Facundo & Lebow,Jeremy Aaron & Mahler,Daniel Gerszon, 2024. "New Evidence on Inequality of Opportunity in Sub-Saharan Africa : More Unequal Than We Thought," Policy Research Working Paper Series 10723, The World Bank.
  • Handle: RePEc:wbk:wbrwps:10723
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    References listed on IDEAS

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    1. Aaberge, Rolf & Mogstad, Magne & Peragine, Vito, 2011. "Measuring long-term inequality of opportunity," Journal of Public Economics, Elsevier, vol. 95(3), pages 193-204.
    2. World Bank, "undated". "Expanding Opportunities: Toward Inclusive Growth," World Bank Publications - Reports 39613, The World Bank Group.
    3. Erik Thorbecke, 2023. "The Interrelationships Among Growth, Inequality and Poverty in Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 32(Supplemen), pages 81-86.
    4. Paolo Brunori & Vito Peragine & Laura Serlenga, 2019. "Upward and downward bias when measuring inequality of opportunity," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 52(4), pages 635-661, April.
    5. Marrero, Gustavo A. & Rodríguez, Juan G., 2013. "Inequality of opportunity and growth," Journal of Development Economics, Elsevier, vol. 104(C), pages 107-122.
    6. van der Weide, Roy & Lakner, Christoph & Mahler, Daniel Gerszon & Narayan, Ambar & Gupta, Rakesh, 2024. "Intergenerational mobility around the world: A new database," Journal of Development Economics, Elsevier, vol. 166(C).
    7. Paolo Brunori & Paul Hufe & Daniel Mahler, 2023. "The roots of inequality: estimating inequality of opportunity from regression trees and forests," Scandinavian Journal of Economics, Wiley Blackwell, vol. 125(4), pages 900-932, October.
    8. Brunori, Paolo & Hufe, Paul & Mahler, Daniel, 2023. "The roots of inequality: estimating inequality of opportunity from regression trees and forests," LSE Research Online Documents on Economics 118220, London School of Economics and Political Science, LSE Library.
    9. Francisco H. G. Ferreira & Jérémie Gignoux, 2011. "The Measurement Of Inequality Of Opportunity: Theory And An Application To Latin America," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(4), pages 622-657, December.
    10. Francisco H.G. Ferreira & Jérémie Gignoux, 2011. "The Measurement of Inequality of Inequality of Opportunity: Theory and an Application to Latin America," PSE-Ecole d'économie de Paris (Postprint) halshs-00754503, HAL.
    11. Gero Carletto & Marco Tiberti & Alberto Zezza, 2022. "Measure for Measure: Comparing Survey Based Estimates of Income and Consumption for Rural Households [Obtaining Useful Data on Household Incomes from Surveys]," The World Bank Research Observer, World Bank, vol. 37(1), pages 1-38.
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