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Inequality of opportunity in sub-Saharan Africa

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  • Paolo Brunori
  • Flaviana Palmisano
  • Vitorocco Peragine

Abstract

Inequality of opportunity is defined as the difference in individuals’ outcome systematically correlated with morally irrelevant pre-determined circumstances, such as ethnicity, socio-economic background, area of birth. This definition has been extensively studied by economists on the assumption that, in addition to being normatively undesirable, it can be related to low potentials for growth. However, empirical estimations of inequality of opportunity require accessing rich data sources, rarely available in poorer countries. In this paper, we exploit 13 consumption household surveys to evaluate inequality of opportunity in 10 Sub-Saharan African countries. According to our results, the portion of total inequality that can be attributed to exogenous circumstances is between 40% and 56% for the generality of countries. Our estimates are significantly higher than what has been found by previous studies. We detect a positive association between total consumption inequality and inequality of opportunity, and we study the different sources of unequal opportunities. The place of birth and the education of the father appear to exert the most relevant role in shaping inequality of opportunity in the region.

Suggested Citation

  • Paolo Brunori & Flaviana Palmisano & Vitorocco Peragine, 2019. "Inequality of opportunity in sub-Saharan Africa," Applied Economics, Taylor & Francis Journals, vol. 51(60), pages 6428-6458, December.
  • Handle: RePEc:taf:applec:v:51:y:2019:i:60:p:6428-6458
    DOI: 10.1080/00036846.2019.1619018
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    1. Gören, Erkan, 2014. "How Ethnic Diversity Affects Economic Growth," World Development, Elsevier, vol. 59(C), pages 275-297.
    2. Xavier Ramos & Dirk Van de gaer, 2012. "Empirical Approaches to Inequality of Opportunity: Principles, Measures, and Evidence," Working Papers wpdea1208, Department of Applied Economics at Universitat Autonoma of Barcelona.
    3. Moradi, Alexander & Baten, Joerg, 2005. "Inequality in Sub-Saharan Africa: New Data and New Insights from Anthropometric Estimates," World Development, Elsevier, vol. 33(8), pages 1233-1265, August.
    4. Ferreira, Francisco H. G. & Lakner, Christoph & Lugo, Maria Ana & Ozler, Berk, 2014. "Inequality of opportunity and economic growth : a cross-country analysis," Policy Research Working Paper Series 6915, The World Bank.
    5. repec:dau:papers:123456789/1552 is not listed on IDEAS
    6. Aaberge, Rolf & Mogstad, Magne & Peragine, Vito, 2011. "Measuring long-term inequality of opportunity," Journal of Public Economics, Elsevier, vol. 95(3), pages 193-204.
    7. William Easterly & Ross Levine, 1997. "Africa's Growth Tragedy: Policies and Ethnic Divisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1203-1250.
    8. Miles Corak, 2013. "Income Inequality, Equality of Opportunity, and Intergenerational Mobility," Journal of Economic Perspectives, American Economic Association, vol. 27(3), pages 79-102, Summer.
    9. Lambert, Peter J & Aronson, J Richard, 1993. "Inequality Decomposition Analysis and the Gini Coefficient Revisited," Economic Journal, Royal Economic Society, vol. 103(420), pages 1221-1227, September.
    10. François Bourguignon & Francisco H. G. Ferreira & Marta Menéndez, 2007. "Inequality Of Opportunity In Brazil," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 53(4), pages 585-618, December.
    11. Francisco H. G. Ferreira & Vito Peragine, 2015. "Equality of opportunity: Theory and evidence," Working Papers 359, ECINEQ, Society for the Study of Economic Inequality.
    12. Fleurbaey, Marc, 2012. "Fairness, Responsibility, and Welfare," OUP Catalogue, Oxford University Press, number 9780199653591.
    13. de Ree, Joppe & Nillesen, Eleonora, 2009. "Aiding violence or peace? The impact of foreign aid on the risk of civil conflict in sub-Saharan Africa," Journal of Development Economics, Elsevier, vol. 88(2), pages 301-313, March.
    14. 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.
    15. Gérard Lassibille & Jee-Peng Tan, 2005. "The Returns to Education in Rwanda," Journal of African Economies, Centre for the Study of African Economies, vol. 14(1), pages 92-116, March.
    16. Francisco Ferreira & Jérémie Gignoux & Meltem Aran, 2011. "Measuring inequality of opportunity with imperfect data: the case of Turkey," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(4), pages 651-680, December.
    17. Vito Peragine & Laura Serlenga, 2008. "Higher education and equality of opportunity in Italy," Research on Economic Inequality, in: Inequality and Opportunity: Papers from the Second ECINEQ Society Meeting, pages 67-97, Emerald Group Publishing Limited.
    18. Denis Cogneau & Sandrine Mesplé-Somps, 2008. "Inequality of opportunity for income in five countries of Africa," Research on Economic Inequality, in: Inequality and Opportunity: Papers from the Second ECINEQ Society Meeting, pages 99-128, Emerald Group Publishing Limited.
    19. Lefranc, Arnaud & Pistolesi, Nicolas & Trannoy, Alain, 2009. "Equality of opportunity and luck: Definitions and testable conditions, with an application to income in France," Journal of Public Economics, Elsevier, vol. 93(11-12), pages 1189-1207, December.
    20. Piraino, Patrizio, 2015. "Intergenerational Earnings Mobility and Equality of Opportunity in South Africa," World Development, Elsevier, vol. 67(C), pages 396-405.
    21. Milanovic, Branko, 2003. "Is inequality in Africa really different ?," Policy Research Working Paper Series 3169, The World Bank.
    22. Gérard Lassibille & Jee-Peng Tan, 2005. "The Returns to Education in Rwanda," Post-Print halshs-00006413, HAL.
    23. Marrero, Gustavo A. & Rodríguez, Juan G., 2013. "Inequality of opportunity and growth," Journal of Development Economics, Elsevier, vol. 104(C), pages 107-122.
    24. Daniele Checchi & Vito Peragine, 2010. "Inequality of opportunity in Italy," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(4), pages 429-450, December.
    25. Bethany Lacina & Nils Petter Gleditsch, 2005. "Monitoring Trends in Global Combat: A New Dataset of Battle Deaths," European Journal of Population, Springer;European Association for Population Studies, vol. 21(2), pages 145-166, June.
    26. 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.
    27. 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.
    28. Erik Thorbecke, 2013. "The Interrelationship Linking Growth, Inequality and Poverty in Sub-Saharan Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 22(suppl_1), pages -48, January.
    29. Peragine, Vitorocco, 2002. "Opportunity egalitarianism and income inequality," Mathematical Social Sciences, Elsevier, vol. 44(1), pages 45-64, September.
    30. Florian Wendelspiess Chavez Juarez & Isidro Soloaga, 2014. "iop: Estimating ex-ante inequality of opportunity," Stata Journal, StataCorp LP, vol. 14(4), pages 830-846, December.
    31. Frank Ellis, 2012. "‘We Are All Poor Here’: Economic Difference, Social Divisiveness and Targeting Cash Transfers in Sub-Saharan Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 48(2), pages 201-214, February.
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    1. Pau Insa-Sánchez, 2021. "Inequality of Opportunity in Access to Secondary Education in 19th Century," Documentos de Trabajo (DT-AEHE) 2106, Asociación Española de Historia Económica.
    2. David Pérez-Mesa & Gustavo A. Marrero & Sara Darias-Curvo, 2020. "Child health inequality and opportunities in Sub-Saharan Africa," Working Papers 557, ECINEQ, Society for the Study of Economic Inequality.
    3. Flaviana Palmisano & Federico Biagi & Vito Peragine, 2022. "Inequality of Opportunity in Tertiary Education: Evidence from Europe," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(3), pages 514-565, May.
    4. Kartseva, Marina & Kuznetsova, Polina, 2020. "Is income inequality fair in Russia? Inequality of opportunity and income inequality," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 58, pages 5-31.
    5. Markus Jäntti & Milly Isingoma Nalukwago & Ronald Waiswa, 2022. "Income distribution in Uganda based on tax registers: what do top incomes say?," WIDER Working Paper Series wp-2022-6, World Institute for Development Economic Research (UNU-WIDER).
    6. Marc Fleurbaey & Vito Peragine & Xavier Ramos, 2017. "Ex post inequality of opportunity comparisons," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 49(3), pages 577-603, December.
    7. Guenther, Isabel & Tetteh-Baah, Samuel Kofi, 2019. "The impact of discrimination on redistributive preferences and productivity: experimental evidence from the United States," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 203652, Verein für Socialpolitik / German Economic Association.
    8. 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.
    9. Tetteh-Baah, Samuel Kofi & Günther, Isabel, 2020. "The impact of gender and ethnic discrimination on redistribution and productivity," VfS Annual Conference 2020 (Virtual Conference): Gender Economics 224633, Verein für Socialpolitik / German Economic Association.
    10. Carlos Gradín & Gabriela Zapata-Román, 2024. "Unpacking inequality of opportunity in Chile: the role of birth circumstances using a Shapley decomposition," Working Papers 676, ECINEQ, Society for the Study of Economic Inequality.
    11. Flaviana Palmisano & Vito Peragine & Federico Biagi, 2019. "Inequality of opportunity in tertiary education in Europe," JRC Research Reports JRC118543, Joint Research Centre.
    12. Pérez-Mesa, David & Marrero, Gustavo A. & Darias-Curvo, Sara, 2021. "Child health inequality in Sub-Saharan Africa," MPRA Paper 108801, University Library of Munich, Germany.
    13. Maurizio Bussolo & Daniele Checchi & Vito Peragine, 2018. "The long term evolution of inequality of opportunity," LIS Working papers 730, LIS Cross-National Data Center in Luxembourg.
    14. Leopoldo Cabrera & Gustavo A. Marrero & Juan Gabriel Rodríguez & Pedro Salas-Rojo, 2021. "Inequality of Opportunity in Spain: New Insights from New Data," Hacienda Pública Española / Review of Public Economics, IEF, vol. 237(2), pages 153-185, June.
    15. Monserrat Serio, 2021. "Desempeño educativo de los estudiantes en Argentina: Una mirada a la desigualdad de oportunidades del sistema educativo a partir de su medición y descomposición," Working Papers 86, Red Nacional de Investigadores en Economía (RedNIE).
    16. Elodie Douarin & Tomasz Mickiewicz, 2022. "Is the post-communist transition over?," IZA World of Labor, Institute of Labor Economics (IZA), pages 494-494, June.
    17. Paolo Brunori & Flaviana Palmisano & Vito Peragine, 2015. "Inequality of opportunity during the great recession in Uganda," WIDER Working Paper Series 039, World Institute for Development Economic Research (UNU-WIDER).
    18. Monica P. Lambon-Quayefio & Robert D. Osei & Abena D. Oduro & Isaac Osei Akoto, 2020. "Understanding the relationship between Consumption Inequality, Inequality of Opportunity and Education Outcomes in Ghana," Working Paper 7fb837eb-0c6e-4b0e-973b-7, Agence française de développement.
    19. Seungwoo Han, 2022. "Identifying the roots of inequality of opportunity in South Korea by application of algorithmic approaches," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-10, December.
    20. Kristof Bosmans & Z. Emel Öztürk, 2021. "Measurement of inequality of opportunity: A normative approach," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(2), pages 213-237, June.
    21. Balwant Singh Mehta & Siddharth Dhote & Ravi Srivastava, 2023. "Decomposition of Inequality of Opportunity in India: An Application of Data-Driven Machine Learning Approach," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 66(2), pages 439-469, June.
    22. Abebe Shimeles & Tiguene Nabassaga, 2018. "Why Is Inequality High in Africa?," Journal of African Economies, Centre for the Study of African Economies, vol. 27(1), pages 108-126.
    23. International Energy Agency & International Renewable Energy Agency & United Nations Statistics Division & World Bank & World Health Organization, "undated". "Tracking SDG 7," World Bank Publications - Reports 33822, The World Bank Group.
    24. Paul Hufe & Andreas Peichl & Daniel Weishaar, 2019. "Lower and Upper Bounds of Inequality of Opportunity in Emerging Economies," ifo Working Paper Series 301, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    25. Paolo Brunori & Flaviana Palmisano & Vitorocco Peragine, 2015. "Inequality of Opportunity During the Great Recession in Uganda," WIDER Working Paper Series wp-2015-039, World Institute for Development Economic Research (UNU-WIDER).

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    More about this item

    JEL classification:

    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General

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