IDEAS home Printed from https://ideas.repec.org/p/cpr/ceprdp/13497.html
   My bibliography  Save this paper

Intergenerational Mobility in Africa

Author

Listed:
  • Papaioannou, Elias
  • Alesina, Alberto
  • Hohmann, Sebastian
  • Michalopoulos, Stelios

Abstract

We examine intergenerational mobility (IM) in educational attainment in Africa since independence, using census data from 26 countries. First, we map and characterize the geography of IM. There is substantial variation both across and within countries with differences in literacy of the old generation being the strongest correlate of IM. Inertia is stronger for rural, as compared to urban, households and present for both boys and girls. Second, we explore the correlates of mobility across more than 2,800 regions. Colonial investments in the transportation network and missionary activity are associated with upward mobility. IM is also higher in regions close to the coast and national capitals as well as in rugged areas without malaria. Upward mobility is higher and downward mobility is lower in regions that were more developed at independence, with higher urbanization and employment in services and manufacturing. Third, we identify the effects of regions on educational mobility by exploiting within-family variation from children whose families moved during primary school age. While sorting is sizable, there are considerable regional exposure effects.

Suggested Citation

  • Papaioannou, Elias & Alesina, Alberto & Hohmann, Sebastian & Michalopoulos, Stelios, 2019. "Intergenerational Mobility in Africa," CEPR Discussion Papers 13497, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:13497
    as

    Download full text from publisher

    File URL: https://cepr.org/publications/DP13497
    Download Restriction: CEPR Discussion Papers are free to download for our researchers, subscribers and members. If you fall into one of these categories but have trouble downloading our papers, please contact us at subscribers@cepr.org
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Magne Mogstad & Joseph P Romano & Azeem M Shaikh & Daniel Wilhelm, 2024. "Inference for Ranks with Applications to Mobility across Neighbourhoods and Academic Achievement across Countries," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(1), pages 476-518.
    2. Nathan Nunn, 2008. "The Long-term Effects of Africa's Slave Trades," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 139-176.
    3. Nathan Nunn & Diego Puga, 2012. "Ruggedness: The Blessing of Bad Geography in Africa," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 20-36, February.
    4. Stelios Michalopoulos & Elias Papaioannou, 2020. "Historical Legacies and African Development," Journal of Economic Literature, American Economic Association, vol. 58(1), pages 53-128, March.
    5. Elias Papaioannou, 2014. "National Institutions and Subnational Development in Africa," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 151-213.
    6. Oriana Bandiera & Niklas Buehren & Robin Burgess & Markus Goldstein & Selim Gulesci & Imran Rasul & Munshi Sulaiman, 2020. "Women's Empowerment in Action: Evidence from a Randomized Control Trial in Africa," American Economic Journal: Applied Economics, American Economic Association, vol. 12(1), pages 210-259, January.
    7. Alwyn Young, 2013. "Inequality, the Urban-Rural Gap, and Migration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1727-1785.
    8. Rafael La Porta & Andrei Shleifer, 2014. "Informality and Development," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 109-126, Summer.
    9. Nava Ashraf & Natalie Bau & Nathan Nunn & Alessandra Voena, 2020. "Bride Price and Female Education," Journal of Political Economy, University of Chicago Press, vol. 128(2), pages 591-641.
    10. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    11. Julia Cagé & Valeria Rueda, 2016. "The Long-Term Effects of the Printing Press in Sub-Saharan Africa," American Economic Journal: Applied Economics, American Economic Association, vol. 8(3), pages 69-99, July.
    12. Remi Jedwab & Edward Kerby & Alexander Moradi, 2017. "History, Path Dependence and Development: Evidence from Colonial Railways, Settlers and Cities in Kenya," Economic Journal, Royal Economic Society, vol. 127(603), pages 1467-1494, August.
    13. Claudio E. Montenegro & Harry Anthony Patrinos, 2014. "Comparable Estimates of Returns to Schooling Around the World," Working Papers wp390, University of Chile, Department of Economics.
    14. McMillan, Margaret & Rodrik, Dani & Verduzco-Gallo, Íñigo, 2014. "Globalization, Structural Change, and Productivity Growth, with an Update on Africa," World Development, Elsevier, vol. 63(C), pages 11-32.
    15. Elise Huillery, 2009. "History Matters: The Long-Term Impact of Colonial Public Investments in French West Africa," American Economic Journal: Applied Economics, American Economic Association, vol. 1(2), pages 176-215, April.
    16. Solon, Gary, 1999. "Intergenerational mobility in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 29, pages 1761-1800, Elsevier.
    17. Stelios Michalopoulos & Louis Putterman & David N Weil, 2019. "The Influence of Ancestral Lifeways on Individual Economic Outcomes in Sub-Saharan Africa," Journal of the European Economic Association, European Economic Association, vol. 17(4), pages 1186-1231.
    18. Facundo Alvaredo & Lucas Chancel & Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2017. "Global Inequality Dynamics: New Findings from WID.world," American Economic Review, American Economic Association, vol. 107(5), pages 404-409, May.
    19. Stelios Michalopoulos & Elias Papaioannou, 2016. "The Long-Run Effects of the Scramble for Africa," American Economic Review, American Economic Association, vol. 106(7), pages 1802-1848, July.
    20. Kanbur, Ravi & Venables, Anthony J. (ed.), 2005. "Spatial Inequality and Development," OUP Catalogue, Oxford University Press, number 9780199278633.
    21. Massimo Guidolin & Eliana La Ferrara, 2007. "Diamonds Are Forever, Wars Are Not: Is Conflict Bad for Private Firms?," American Economic Review, American Economic Association, vol. 97(5), pages 1978-1993, December.
    22. Jan Willem Gunning & Paul Collier, 1999. "Explaining African Economic Performance," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 64-111, March.
    23. Raj Chetty & Nathaniel Hendren & Maggie R Jones & Sonya R Porter, 2020. "Race and Economic Opportunity in the United States: an Intergenerational Perspective [“Intergenerational Mobility of Immigrants in the US Over Two Centuries,”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 711-783.
    24. Jason Long & Joseph Ferrie, 2013. "Intergenerational Occupational Mobility in Great Britain and the United States since 1850," American Economic Review, American Economic Association, vol. 103(4), pages 1109-1137, June.
    25. Remi Jedwab & Alexander Moradi, 2016. "The Permanent Effects of Transportation Revolutions in Poor Countries: Evidence from Africa," The Review of Economics and Statistics, MIT Press, vol. 98(2), pages 268-284, May.
    26. Alberto Alesina & Stefanie Stantcheva & Edoardo Teso, 2018. "Intergenerational Mobility and Preferences for Redistribution," American Economic Review, American Economic Association, vol. 108(2), pages 521-554, February.
    27. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    28. Rafael La Porta & Andrei Shleifer, 2008. "The Unofficial Economy and Economic Development," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 39(2 (Fall)), pages 275-363.
    29. Hertz Tom & Jayasundera Tamara & Piraino Patrizio & Selcuk Sibel & Smith Nicole & Verashchagina Alina, 2008. "The Inheritance of Educational Inequality: International Comparisons and Fifty-Year Trends," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(2), pages 1-48, January.
    30. Besley, Timothy & Reynal-Querol, Marta, 2014. "The Legacy of Historical Conflict: Evidence from Africa," American Political Science Review, Cambridge University Press, vol. 108(2), pages 319-336, May.
    31. Alwyn Young, 2012. "The African Growth Miracle," Journal of Political Economy, University of Chicago Press, vol. 120(4), pages 696-739.
    32. Loury, Glenn C, 1981. "Intergenerational Transfers and the Distribution of Earnings," Econometrica, Econometric Society, vol. 49(4), pages 843-867, June.
    33. Claudia Olivetti & M. Daniele Paserman, 2015. "In the Name of the Son (and the Daughter): Intergenerational Mobility in the United States, 1850-1940," American Economic Review, American Economic Association, vol. 105(8), pages 2695-2724, August.
    34. Stelios Michalopoulos & Elias Papaioannou, 2013. "Pre‐Colonial Ethnic Institutions and Contemporary African Development," Econometrica, Econometric Society, vol. 81(1), pages 113-152, January.
    35. Maia Güell & Michele Pellizzari & Giovanni Pica & José V. Rodríguez Mora, 2018. "Correlating Social Mobility and Economic Outcomes," Economic Journal, Royal Economic Society, vol. 128(612), pages 353-403, July.
    36. Gary S. Becker & Scott Duke Kominers & Kevin M. Murphy & Jörg L. Spenkuch, 2018. "A Theory of Intergenerational Mobility," Journal of Political Economy, University of Chicago Press, vol. 126(S1), pages 7-25.
    37. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    38. Nicolas Berman & Mathieu Couttenier & Dominic Rohner & Mathias Thoenig, 2017. "This Mine Is Mine! How Minerals Fuel Conflicts in Africa," American Economic Review, American Economic Association, vol. 107(6), pages 1564-1610, June.
    39. Sunde, Uwe & Cervellati, Matteo & Esposito, Elena & Valmori, Simona, 2016. "Malaria Risk and Civil Violence," CEPR Discussion Papers 11496, C.E.P.R. Discussion Papers.
    40. Jason Fletcher & Joel Han, 2019. "Intergenerational Mobility in Education: Variation in Geography and Time," Journal of Human Capital, University of Chicago Press, vol. 13(4), pages 585-634.
    41. Marcella Alsan, 2015. "The Effect of the TseTse Fly on African Development," American Economic Review, American Economic Association, vol. 105(1), pages 382-410, January.
    42. Remi Jedwab & Felix Meier zu Selhausen & Alexander Moradi, 2022. "The economics of missionary expansion: evidence from Africa and implications for development," Journal of Economic Growth, Springer, vol. 27(2), pages 149-192, June.
    43. Päivi Lujala & Jan Ketil Rod & Nadja Thieme, 2007. "Fighting over Oil: Introducing a New Dataset," Conflict Management and Peace Science, Peace Science Society (International), vol. 24(3), pages 239-256, July.
    44. repec:hal:wpspec:info:hdl:2441/76npisrda99aop75h6fmi4vduu is not listed on IDEAS
    45. Ambar Narayan & Roy Van der Weide & Alexandru Cojocaru & Christoph Lakner & Silvia Redaelli & Daniel Gerszon Mahler & Rakesh Gupta N. Ramasubbaiah & Stefan Thewissen, 2018. "Fair Progress?," World Bank Publications - Books, The World Bank Group, number 28428.
    46. David Card & Ciprian Domnisoru & Lowell Taylor, 2022. "The Intergenerational Transmission of Human Capital: Evidence from the Golden Age of Upward Mobility," Journal of Labor Economics, University of Chicago Press, vol. 40(S1), pages 39-95.
    47. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    48. Maxim Pinkovskiy & Xavier Sala-i-Martin, 2014. "Africa is on time," Journal of Economic Growth, Springer, vol. 19(3), pages 311-338, September.
    49. Jason Long & Joseph Ferrie, 2013. "Intergenerational Occupational Mobility in Great Britain and the United States since 1850: Reply," American Economic Review, American Economic Association, vol. 103(5), pages 2041-2049, August.
    50. Emilio Depetris†Chauvin & David N. Weil, 2018. "Malaria and Early African Development: Evidence from the Sickle Cell Trait," Economic Journal, Royal Economic Society, vol. 128(610), pages 1207-1234, May.
    51. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    52. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    53. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    54. repec:hal:wpspec:info:hdl:2441/10262 is not listed on IDEAS
    55. Black, Sandra E. & Devereux, Paul J., 2011. "Recent Developments in Intergenerational Mobility," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 16, pages 1487-1541, Elsevier.
    56. repec:hal:spmain:info:hdl:2441/10262 is not listed on IDEAS
    57. Seema Jayachandran, 2015. "The Roots of Gender Inequality in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 63-88, August.
    58. Olivetti, Claudia & Paserman, M. Daniele & Salisbury, Laura, 2018. "Three-generation mobility in the United States, 1850–1940: The role of maternal and paternal grandparents," Explorations in Economic History, Elsevier, vol. 70(C), pages 73-90.
    59. Rémi Jedwab & Adam Storeygard, 2022. "The Average and Heterogeneous Effects of Transportation Investments: Evidence from Sub-Saharan Africa 1960–2010," Journal of the European Economic Association, European Economic Association, vol. 20(1), pages 1-38.
    60. Jonathan Davis & Bhashkar Mazumder, 2017. "The Decline in Intergenerational Mobility After 1980," Working Paper Series WP-2017-5, Federal Reserve Bank of Chicago, revised 14 Jan 2022.
    61. Mehtabul Azam & Vipul Bhatt, 2015. "Like Father, Like Son? Intergenerational Educational Mobility in India," Demography, Springer;Population Association of America (PAA), vol. 52(6), pages 1929-1959, December.
    62. Nicola Gennaioli & Ilia Rainer, 2007. "The modern impact of precolonial centralization in Africa," Journal of Economic Growth, Springer, vol. 12(3), pages 185-234, September.
    63. Michael L. Ross, 2004. "What Do We Know about Natural Resources and Civil War?," Journal of Peace Research, Peace Research Institute Oslo, vol. 41(3), pages 337-356, May.
    64. Nathan Nunn, 2010. "Religious Conversion in Colonial Africa," American Economic Review, American Economic Association, vol. 100(2), pages 147-152, May.
    65. Alberto Alesina & Sebastian Hohmann & Stelios Michalopoulos & Elias Papaioannou, 2021. "Intergenerational Mobility in Africa," Econometrica, Econometric Society, vol. 89(1), pages 1-35, January.
    66. Dozie Okoye & Roland Pongou & Tite Yokossi, 2017. "On the Dispensability of New Transportation Technologies: Evidence from the Heterogeneous Impact of Railroads in Nigeria," Working Papers 1703E, University of Ottawa, Department of Economics.
    67. repec:hal:spmain:info:hdl:2441/453m2eks408pdoss8agfiaocu6 is not listed on IDEAS
    68. 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.
    69. Becker, Gary S & Tomes, Nigel, 1979. "An Equilibrium Theory of the Distribution of Income and Intergenerational Mobility," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1153-1189, December.
    70. Bowles, Samuel, 1972. "Schooling and Inequality from Generation to Generation," Journal of Political Economy, University of Chicago Press, vol. 80(3), pages 219-251, Part II, .
    71. Alwyn Young, 2012. "The African Growth Miracle," NBER Working Papers 18490, National Bureau of Economic Research, Inc.
    72. Leonard Wantchekon & Marko Klašnja & Natalija Novta, 2015. "Education and Human Capital Externalities: Evidence from Colonial Benin," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(2), pages 703-757.
    73. Emilio Depetris-Chauvin, 2016. "State History and Contemporary Conflict: Evidence from Sub-Saharan Africa," Documentos de Trabajo 475, Instituto de Economia. Pontificia Universidad Católica de Chile..
    74. Jane Golley & Sherry Tao Kong, 2013. "Inequality in Intergenerational Mobility of Education in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 21(2), pages 15-37, March.
    75. Okoye, Dozie & Pongou, Roland, 2014. "Historical Missionary Activity, Schooling, and the Reversal of Fortunes: Evidence from Nigeria," MPRA Paper 58052, University Library of Munich, Germany.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Fenske, James & Wang, Shizhuo, 2023. "Tradition and mortality: Evidence from twin infanticide in Africa," Journal of Development Economics, Elsevier, vol. 163(C).
    2. Stelios Michalopoulos & Elias Papaioannou, 2020. "Historical Legacies and African Development," Journal of Economic Literature, American Economic Association, vol. 58(1), pages 53-128, March.
    3. Okoye, Dozie, 2021. "Things fall apart? Missions, institutions, and interpersonal trust," Journal of Development Economics, Elsevier, vol. 148(C).
    4. Remi Jedwab & Felix Meier zu Selhausen & Alexander Moradi, 2022. "The economics of missionary expansion: evidence from Africa and implications for development," Journal of Economic Growth, Springer, vol. 27(2), pages 149-192, June.
    5. Provenzano, Sandro, 2024. "Accountability failure in isolated areas: The cost of remoteness from the capital city," Journal of Development Economics, Elsevier, vol. 167(C).
    6. Provenzano, Sandro, 2024. "Accountability failure in isolated areas: the cost of remoteness from the capital city," LSE Research Online Documents on Economics 120909, London School of Economics and Political Science, LSE Library.
    7. Théophile T. Azomahou & Eleni Yitbarek, 2021. "Intergenerational mobility in education: Is Africa different?," Contemporary Economic Policy, Western Economic Association International, vol. 39(3), pages 503-523, July.
    8. Emran, M. Shahe & Jiang, Hanchen & Shilpi, Forhad, 2020. "Gender Bias and Intergenerational Educational Mobility: Theory and Evidence from China and India," GLO Discussion Paper Series 497, Global Labor Organization (GLO).
    9. Bluhm, Richard & Hodler, Roland & Schaudt, Paul, 2021. "Local majorities: How administrative divisions shape comparative development," Economics Working Paper Series 2110, University of St. Gallen, School of Economics and Political Science.
    10. Elisa Jácome & Ilyana Kuziemko & Suresh Naidu, 2021. "Mobility for All: Representative Intergenerational Mobility Estimates over the 20th Century," Working Papers 302, Princeton University, Department of Economics, Center for Economic Policy Studies..
    11. Leone Walters & Carolyn Chisadza & Matthew W. Clance, 2020. "The Effect of Colonial and Pre-Colonial Institutions on Contemporary Education in Africa," Working Papers 2020102, University of Pretoria, Department of Economics.
    12. Bauer, Vincent & Platas, Melina R. & Weinstein, Jeremy M., 2022. "Legacies of Islamic Rule in Africa: Colonial Responses and Contemporary Development," World Development, Elsevier, vol. 152(C).
    13. Alpino,Matteo & Hammersmark,Eivind Moe, 2020. "The Role of Historical Christian Missions in the Location of World Bank Aid in Africa," Policy Research Working Paper Series 9146, The World Bank.
    14. Merima Ali & Odd-Helge Fjeldstad & Boqian Jiang & Abdulaziz B Shifa, 2019. "Colonial Legacy, State-building and the Salience of Ethnicity in Sub-Saharan Africa," The Economic Journal, Royal Economic Society, vol. 129(619), pages 1048-1081.
    15. Emran, M. Shahe & Jiang, Hanchen & Shilpi, Forhad, 2021. "Is Gender Destiny? Gender Bias and Intergenerational Educational Mobility in India," MPRA Paper 106793, University Library of Munich, Germany.
    16. Ali, Merima & Fjeldstad, Odd‐Helge & Shifa, Abdulaziz B., 2020. "European colonization and the corruption of local elites: The case of chiefs in Africa," Journal of Economic Behavior & Organization, Elsevier, vol. 179(C), pages 80-100.
    17. Funjika, Patricia & Getachew, Yoseph Y., 2022. "Colonial origin, ethnicity and intergenerational mobility in Africa," World Development, Elsevier, vol. 153(C).
    18. Canning, David & Mabeu, Marie Christelle & Pongou, Roland, 2020. "Colonial origins and fertility: can the market overcome history?," MPRA Paper 112496, University Library of Munich, Germany.
    19. Neidhöfer, Guido & Serrano, Joaquín & Gasparini, Leonardo, 2018. "Educational inequality and intergenerational mobility in Latin America: A new database," Journal of Development Economics, Elsevier, vol. 134(C), pages 329-349.
    20. Besley, Timothy & Reynal-Querol, Marta, 2014. "The Legacy of Historical Conflict: Evidence from Africa," American Political Science Review, Cambridge University Press, vol. 108(2), pages 319-336, May.

    More about this item

    Keywords

    Development; Education; Inequality; Intergenerational mobility;
    All these keywords.

    JEL classification:

    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion
    • P16 - Political Economy and Comparative Economic Systems - - Capitalist Economies - - - Capitalist Institutions; Welfare State

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cpr:ceprdp:13497. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://www.cepr.org .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.