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Subnational Diversity in Sub-Saharan Africa: Insights from a New Dataset

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  • Boris Gershman
  • Diego Rivera

Abstract

This paper presents a new dataset on subnational ethnolinguistic diversity in Sub-Saharan Africa covering 36 countries and almost 400 first-level administrative units. We compile detailed data on the ethnolinguistic composition of each region using population censuses and large-scale household surveys and match all reported ethnicities to Ethnologue, the most complete classifier of world languages. This matching allows to standardize the notion of an ethnolinguistic group and account for the relatedness between language pairs when calculating diversity indices. We exploit this high-quality dataset to investigate the connection between diversity, as captured by fractionalization and polarization indices, and development indicators at the subnational level. Educational and health outcomes, electricity access, and nighttime luminosity are all negatively related to diversity, even after controlling for country fixed effects and a rich set of regional characteristics, but only if the underlying ethnolinguistic groups are sufficiently aggregated into more basic language families or if linguistic similarities between them are taken into account. In other words, only deep-rooted diversity based on cleavages formed in the distant past is strongly inversely associated with regional development. Furthermore, we show that subnational diversity is remarkably persistent over time implying that reverse causality is unlikely to bias our main findings.

Suggested Citation

  • Boris Gershman & Diego Rivera, 2016. "Subnational Diversity in Sub-Saharan Africa: Insights from a New Dataset," Working Papers 2016-07, American University, Department of Economics.
  • Handle: RePEc:amu:wpaper:2016-07
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    as
    1. Enrico Spolaore & Romain Wacziarg, 2016. "War and Relatedness," The Review of Economics and Statistics, MIT Press, vol. 98(5), pages 925-939, December.
    2. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 1999. "The Quality of Government," Journal of Law, Economics, and Organization, Oxford University Press, vol. 15(1), pages 222-279, April.
    3. José G. Montalvo & Marta Reynal-Querol, 2005. "Ethnic Polarization, Potential Conflict, and Civil Wars," American Economic Review, American Economic Association, vol. 95(3), pages 796-816, June.
    4. Joan Esteban & Laura Mayoral & Debraj Ray, 2012. "Ethnicity and Conflict: An Empirical Study," American Economic Review, American Economic Association, vol. 102(4), pages 1310-1342, June.
    5. Victor GINSBURGH & Shlomo WEBER, 2016. "Linguistic distances and ethnolinguistic fractionalization and disenfranchisement indices," CORE Discussion Papers RP 2855, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    6. Klaus Desmet & Ignacio Ortuño-Ortín & Romain Wacziarg, 2017. "Culture, Ethnicity, and Diversity," American Economic Review, American Economic Association, vol. 107(9), pages 2479-2513, September.
    7. Alberto Alesina & Caterina Gennaioli & Stefania Lovo, 2019. "Public Goods and Ethnic Diversity: Evidence from Deforestation in Indonesia," Economica, London School of Economics and Political Science, vol. 86(341), pages 32-66, January.
    8. 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.
    9. Algan, Yann & Hémet, Camille & Laitin, David D., 2011. "Diversity and Public Goods: A Natural Experiment with Exogenous Residential Allocation," IZA Discussion Papers 6053, Institute of Labor Economics (IZA).
    10. Elias Papaioannou, 2014. "National Institutions and Subnational Development in Africa," The Quarterly Journal of Economics, Oxford University Press, vol. 129(1), pages 151-213.
    11. Joseph Flavian Gomes & Klaus Desmet & Ignacio Ortuño-Ortín, 2016. "The Geography of Linguistic Diversity and the Provision of Public Goods," NCID Working Papers 07/2016, Navarra Center for International Development, University of Navarra.
    12. Rachel Glennerster & Edward Miguel & Alexander D. Rothenberg, 2013. "Collective Action in Diverse Sierra Leone Communities," Economic Journal, Royal Economic Society, vol. 0, pages 285-316, May.
    13. Yann Algan & Camille Hémet & David D. Laitin, 2016. "The Social Effects of Ethnic Diversity at the Local Level: A Natural Experiment with Exogenous Residential Allocation," Journal of Political Economy, University of Chicago Press, vol. 124(3), pages 696-733.
    14. Nicola Gennaioli & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2013. "Human Capital and Regional Development," The Quarterly Journal of Economics, Oxford University Press, vol. 128(1), pages 105-164.
    15. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    16. Nathan Nunn & Leonard Wantchekon, 2011. "The Slave Trade and the Origins of Mistrust in Africa," American Economic Review, American Economic Association, vol. 101(7), pages 3221-3252, December.
    17. Gerring, John & Thacker, Strom C. & Lu, Yuan & Huang, Wei, 2015. "Does Diversity Impair Human Development? A Multi-Level Test of the Diversity Debit Hypothesis," World Development, Elsevier, vol. 66(C), pages 166-188.
    18. repec:cup:apsrev:v:104:y:2010:i:04:p:644-662_00 is not listed on IDEAS
    19. Alberto Alesina & Reza Baqir & William Easterly, 1999. "Public Goods and Ethnic Divisions," The Quarterly Journal of Economics, Oxford University Press, vol. 114(4), pages 1243-1284.
    20. Desmet, Klaus & Ortuño-Ortín, Ignacio & Wacziarg, Romain, 2012. "The political economy of linguistic cleavages," Journal of Development Economics, Elsevier, vol. 97(2), pages 322-338.
    21. Paul Collier, 2000. "Ethnicity, Politics and Economic Performance," Economics and Politics, Wiley Blackwell, vol. 12(3), pages 225-245, November.
    22. Klaus Desmet & Ignacio Ortuño-Ortín & Shlomo Weber, 2009. "Linguistic Diversity and Redistribution," Journal of the European Economic Association, MIT Press, vol. 7(6), pages 1291-1318, December.
    23. Joan Esteban & Debraj Ray, 2011. "Linking Conflict to Inequality and Polarization," American Economic Review, American Economic Association, vol. 101(4), pages 1345-1374, June.
    24. Alberto Alesina & Eliana La Ferrara, 2003. "Ethnic Diversity and Economic Performance," Harvard Institute of Economic Research Working Papers 2028, Harvard - Institute of Economic Research.
    25. Alberto Alesina & Ekaterina Zhuravskaya, 2011. "Segregation and the Quality of Government in a Cross Section of Countries," American Economic Review, American Economic Association, vol. 101(5), pages 1872-1911, August.
    26. repec:cup:apsrev:v:97:y:2003:i:01:p:75-90_00 is not listed on IDEAS
    27. William Easterly & Ross Levine, 1997. "Africa's Growth Tragedy: Policies and Ethnic Divisions," The Quarterly Journal of Economics, Oxford University Press, vol. 112(4), pages 1203-1250.
    28. Esteban, Joan & Ray, Debraj, 1994. "On the Measurement of Polarization," Econometrica, Econometric Society, vol. 62(4), pages 819-851, July.
    29. repec:cup:apsrev:v:101:y:2007:i:04:p:709-725_07 is not listed on IDEAS
    30. Mitton, Todd, 2016. "The wealth of subnations: Geography, institutions, and within-country development," Journal of Development Economics, Elsevier, vol. 118(C), pages 88-111.
    31. Kuhn, Patrick M. & Weidmann, Nils B., 2015. "Unequal We Fight: Between- and Within-Group Inequality and Ethnic Civil War," Political Science Research and Methods, Cambridge University Press, vol. 3(03), pages 543-568, September.
    32. Jeroen Smits & Roel Steendijk, 2015. "The International Wealth Index (IWI)," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 122(1), pages 65-85, May.
    33. repec:hrv:faseco:30747160 is not listed on IDEAS
    34. Stelios Michalopoulos, 2012. "The Origins of Ethnolinguistic Diversity," American Economic Review, American Economic Association, vol. 102(4), pages 1508-1539, June.
    35. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
    36. Marta Reynal-Querol, 2002. "Ethnicity, Political Systems, and Civil Wars," Journal of Conflict Resolution, Peace Science Society (International), vol. 46(1), pages 29-54, February.
    37. J. Vernon Henderson & Adam Storeygard & David N. Weil, 2012. "Measuring Economic Growth from Outer Space," American Economic Review, American Economic Association, vol. 102(2), pages 994-1028, April.
    38. Stelios Michalopoulos & Elias Papaioannou, 2013. "Pre‐Colonial Ethnic Institutions and Contemporary African Development," Econometrica, Econometric Society, vol. 81(1), pages 113-152, January.
    39. Alwyn Young, 2012. "The African Growth Miracle," Journal of Political Economy, University of Chicago Press, vol. 120(4), pages 696-739.
    40. Fearon, James D, 2003. "Ethnic and Cultural Diversity by Country," Journal of Economic Growth, Springer, vol. 8(2), pages 195-222, June.
    41. repec:hrv:faseco:30752835 is not listed on IDEAS
    42. Gisselquist, Rachel M. & Leiderer, Stefan & Niño-Zarazúa, Miguel, 2016. "Ethnic Heterogeneity and Public Goods Provision in Zambia: Evidence of a Subnational “Diversity Dividend”," World Development, Elsevier, vol. 78(C), pages 308-323.
    43. José Garcia Montalvo & Marta Reynal-Querol, 2004. "Ethnic polarization, potential conflict and civil wars," Economics Working Papers 770, Department of Economics and Business, Universitat Pompeu Fabra, revised Mar 2005.
    44. Roland Hodler & Paul A. Raschky, 2014. "Regional Favoritism," The Quarterly Journal of Economics, Oxford University Press, vol. 129(2), pages 995-1033.
    45. Yann Algan & Camille Hémet & David D. Laitin, 2016. "The Social Effects of Ethnic Diversity at the Local Level: A Natural Experiment with Exogenous Residential Allocation," Journal of Political Economy, University of Chicago Press, vol. 124(3), pages 696-733.
    46. Alwyn Young, 2012. "The African Growth Miracle," NBER Working Papers 18490, National Bureau of Economic Research, Inc.
    47. Miguel, Edward & Gugerty, Mary Kay, 2005. "Ethnic diversity, social sanctions, and public goods in Kenya," Journal of Public Economics, Elsevier, vol. 89(11-12), pages 2325-2368, December.
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    Cited by:

    1. Roland Hodler & Michele Valsecchi & Alberto Vesperoni, 2017. "Ethnic Geography: Measurement and Evidence," CESifo Working Paper Series 6720, CESifo Group Munich.
    2. Samuel Bazzi & Matthew Gudgeon, 2017. "The Political Boundaries of Ethnic Divisions," Boston University - Department of Economics - Working Papers Series WP2018-005, Boston University - Department of Economics.
    3. Klaus Desmet & Joseph Gomes & Ignacio Ortuno-Ortín, 2016. "The Geography of Linguistic Diversity and the Provision of Public Goods," CESifo Working Paper Series 6238, CESifo Group Munich.
    4. Gomes, Joseph, 2014. "The health costs of ethnic distance: evidence from Sub-Saharan Africa," ISER Working Paper Series 2014-33, Institute for Social and Economic Research.
    5. Christian Bommer & Axel Dreher & Marcello Perez-Alvarez, 2018. "Regional and Ethnic Favoritism in the Allocation of Humanitarian Aid," CESifo Working Paper Series 7038, CESifo Group Munich.
    6. Boris Gershman & Diego Rivera, 2016. "Measuring Regional Ethnolinguistic Diversity in Sub-Saharan Africa: Surveys vs. GIS," Working Papers 2016-05, American University, Department of Economics.

    More about this item

    Keywords

    African development; ethnolinguistic diversity; public goods; subnational analysis;

    JEL classification:

    • H41 - Public Economics - - Publicly Provided Goods - - - Public Goods
    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification

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