Journal of Economic Growth

, Volume 8, Issue 2, pp 155–194 | Cite as


  • Alberto Alesina
  • Arnaud Devleeschauwer
  • William Easterly
  • Sergio Kurlat
  • Romain Wacziarg


We provide new measures of ethnic, linguistic, and religious fractionalization for about 190 countries. These measures are more comprehensive than those previously used in the economics literature and we compare our new variables with those previously used. We also revisit the question of the effects of ethnic, linguistic, and religious heterogeneity on the quality of institutions and growth. We partly confirm and partly modify previous results. The patterns of cross-correlations between potential explanatory variables and their different degree of endogeneity makes it hard to make unqualified statements about competing explanations for economic growth and the quality of government. Our new data, which features the underlying group structure of ethnicities, religions and languages, also allows the computation of alternative measures of heterogeneity, and we turn to measures of polarization as an alternative to the commonly used index of fractionalization.

ethnic heterogeneity growth government quality 


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  1. Abegaz, B. (2001). “Ethiopia.” In S. Devarajan, D. Dollar, and T. Holmgren (eds), Aid and Reform in Africa, World Bank.Google Scholar
  2. Acemoglu, D., S. Johnson, and J. Robinson. (2003). “An African Success Story: Botswana.” In D. Rodrik (ed.), In Search of Prosperity: Analytical Country Narratives of Economic Growth. Princeton: Princeton University Press.Google Scholar
  3. Aghion P., A. Alesina, and F. Trebbi. (2002). “Endogenous Political Institutions.” Unpublished, Harvard University.Google Scholar
  4. Alesina A., R. Baqir, and W. Easterly. (1999). “Public Goods and Ethnic Divisions,” Quarterly Journal of Economics 114(4), 1243-1284.Google Scholar
  5. Alesina, A., et al. (2002). “Fractionalization,” NBER Working Paper No. 9411, December.Google Scholar
  6. Alesina A., E. Glaeser, and B. Sacerdote. (2001). “Why Doesn't the US Have a European Style Welfare State?” Brookings Papers on Economic Activity Fall.Google Scholar
  7. Alesina, A., and E. La Ferrara. (2000). “Participation in Heterogeneous Communities,” Quarterly Journal of Economics 115(3), 847-904.Google Scholar
  8. Alesina, A., and E. La Ferrara. (2002). “Who Trusts Others?” Journal of Public Economics 85, 207-234.Google Scholar
  9. Alesina, A., and E. Spolaore. (2003). The Size of Nations. Cambridge, MA: MIT Press.Google Scholar
  10. Alesina, A., and R. Wacziarg. (1998). “Openness, Country Size and Government,” Journal of Public Economics 69(3), p. 305-321.Google Scholar
  11. Annett, A. (2001). “Social Fractionalization, Political Instability, and the Size of Government,” IMF Staff Papers 48(3), 561-592.Google Scholar
  12. Atlas Narodov Mira. (1964). Moscow: Miklukho-Maklai Ethnological Institute at the Department of Geodesy and Cartography of the State Geological Committee of the Soviet Union.Google Scholar
  13. Barro, R., and R. McLeary. (2002). “Religion and Political Economy in an International Panel,” NBER Working Paper No. 8931, May.Google Scholar
  14. Barrett, D. B. (1982). World Christian Encyclopedia. New York: Oxford University Press.Google Scholar
  15. Brock, S., and S. Durlauf. (2001). “Growth Empirics and Reality,” World Bank Economic Review 15(2), 229-272.Google Scholar
  16. Canning, D., and M. Fay (1993). “The Effects of Transportation Networks on Economic Growth,” Columbia University Working Paper.Google Scholar
  17. Caselli, F., and J. Coleman. (2002). “On the Theory of Ethnic Conflict,” unpublished, Harvard University.Google Scholar
  18. Central Intelligence Agency. (2000). CIA World Factbook. Washington, DC: CIA Office of Public Affairs.Google Scholar
  19. Costa, D., and M. Kahn. (2002). “Understanding the Decline in Social Capital, 1952–1998,” Kyklos 56(1), 17-46.Google Scholar
  20. Doppelhofer, G., R. Miller, and X. Sala-i-Martin. (2000). “Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach,” NBER Working Paper No. 7750, June.Google Scholar
  21. Duclos, J.-Y., J. Esteban, and D. Ray. (2002). “Polarization: Concepts, Measurement, Estimation,” unpublished, New York University, May.Google Scholar
  22. Easterly, W., and R. Levine. (1997). “Africa's Growth Tragedy: Policies and Ethnic Divisions,” Quarterly Journal of Economics 111(4), 1203-1250.Google Scholar
  23. Encyclopedia Britannica. (2000). Chicago: Encyclopedia Britannica.Google Scholar
  24. Esteban, J., and D. Ray. (1994). “On the Measurement of Polarization,” Econometrica 62(4), 819-851.Google Scholar
  25. Fearon, J. (2003). “Ethnic Structure and Cultural Diversity by Country,” Journal of Economic Growth, 8(2) 195-222.Google Scholar
  26. Fearon, J., and D. Laitin. (2003). “Ethnicity, Insurgency and Civil War.”, American Political Science Review, 97(1) (March), 75-90.Google Scholar
  27. Garcia-Montalvo, J., and M. Reynal-Querol. (2002). “Why Ethnic Fractionalization? Polarization, Ethnic Conflict and Growth,” unpublished, Universitat Pompeu Fabra, September.Google Scholar
  28. Geertz, C. (1973). The Interpretation of Cultures: Selected Essays. New York: Basic Books.Google Scholar
  29. Glaeser, E. (2002). “The Political Economy of Hatred,” unpublished, Harvard University, June.Google Scholar
  30. Glaeser, E. L., D. I. Laibson, J. A. Sheinkman, C. L. Soutter. (2000). “Measuring Trust,” Quarterly Journal of Economics 65, 811-846.Google Scholar
  31. Goldin, C., and L. F. Katz. (1999). “Human Capital and Social Capital: The Rise of Secondary Schooling in America, 1910–1940,” Journal of Interdisciplinary History 29(4), 683-723.Google Scholar
  32. Hamilton J., J. Madison, and J. Jay. (1911). The Federalist. London: Everyman. (first published in 1788).Google Scholar
  33. Hammersley, M., and P. Atkinson (1995). Ethnography: Principles in Practice, 2nd edn., Routledge.Google Scholar
  34. Herbst, J. (2000). States and Power in Africa: Comparative Lessons in Authority and Control. Princeton, NJ: Princeton University Press.Google Scholar
  35. INSEE. (2000). Recensement de la population 1999.Google Scholar
  36. Israel Central Bureau of Statistics. (2001). 1995 Census of Population and Housing (available on-line).Google Scholar
  37. Klein, H. (1992). Bolivia: The Evolution of a Multi-Ethnic Society, 2nd edn., Oxford: Oxford University Press.Google Scholar
  38. La Porta R., et al. (1999). “The Quality of Government,” Journal of Law, Economics and Organization 15(1), 222-279.Google Scholar
  39. Levinson, D. (1998). Ethnic Groups Worldwide, A Ready Reference Handbook. Phoenix: Oryx Press.Google Scholar
  40. Luttmer, Erzo F. P. (2001). “Group Loyalty and the Taste for Redistribution,” Journal of Political Economy 109(3).Google Scholar
  41. Maier, K. (2000). This House Has Fallen: Midnight in Nigeria. New York: Public Affairs.Google Scholar
  42. Marcus, H. (1994). A History of Ethiopia. Berkeley: University of California Press.Google Scholar
  43. Mauro P. (1995). “Corruption and Growth,” Quarterly Journal of Economics 110(3), 681-712.Google Scholar
  44. Minority Rights Group International. (1997). World Directory of Minorities. London: Minority Rights Group International.Google Scholar
  45. Mozaffar, S., and J. Scarrit. (1999). “The Specification of Ethnic Cleavages and Ethnopolitical Groups for the Analysis of Democratic Competition in Contemporary Africa,” Nationalism and Ethnic Politics 5(1), 82-117.Google Scholar
  46. Statistics New Zealand. (2001). 1996 Census (available on-line).Google Scholar
  47. Tocqueville, A. de. (1990). Democracy in America, Vol. 2, New York: Vintage Books.Google Scholar
  48. Tronvoll, K. (2000). Ethiopia: A New Start? Minority Rights Group International Report.Google Scholar
  49. United States Census Bureau. (2001). 2000 Census (available on-line).Google Scholar

Copyright information

© Kluwer Academic Publishers 2003

Authors and Affiliations

  • Alberto Alesina
    • 1
  • Arnaud Devleeschauwer
    • 1
  • William Easterly
    • 2
  • Sergio Kurlat
    • 3
  • Romain Wacziarg
    • 4
  1. 1.Department of EconomicsHarvard UniversityCambridgeUSA
  2. 2.New York University and Center for Global DevelopmentNew YorkUSA
  3. 3.The World BankWashingtonUSA
  4. 4.Stanford Graduate School of BusinessStanfordUSA

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