IDEAS home Printed from https://ideas.repec.org/p/ant/wpaper/2017007.html

Revisiting Easterly and Levine (1997): Replication and extension

Author

Listed:
  • MILLRINE, Mark
  • VUJIC, Suncica

Abstract

We replicate and extend the findings from Easterly and Levine (1997) arguing that ethnolinguistic fractionalization is negatively associated with several development indicators. We re-estimate the authors’ original regressions and control for several determinants of development which are correlated with ethnolinguistic fractionalization: a country’s level of partitioning (proportion of the population who belong to ethnic groups split by borders), its colonial history (whether it was formerly a colony) and regional effects (whether it is located in Africa or Latin America). In contrast with Easterly and Levine (1997), we find no evidence that ethnolinguistic fractionalization is associated with any of the development indicators. Rather, for each development indicator where, in comparison with Easterly and Levine (1997), ethnolinguistic fractionalization loses its statistical significance, we find that one of our control variables is statistically significant and takes the expected sign given the correlation between ethnolinguistic fractionalization and the control variable. Our results therefore raise the possibility that the original estimates from Easterly and Levine (1997) suffer from omitted variable bias in that they misattribute the effect of partitioning, colonial history and regional effects to the level of ethnolinguistic fractionalization.

Suggested Citation

  • MILLRINE, Mark & VUJIC, Suncica, 2017. "Revisiting Easterly and Levine (1997): Replication and extension," Working Papers 2017007, University of Antwerp, Faculty of Business and Economics.
  • Handle: RePEc:ant:wpaper:2017007
    as

    Download full text from publisher

    File URL: https://repository.uantwerpen.be/docman/irua/1d7e34/144954.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Nauro F. Campos & Vitaliy S. Kuzeyev, 2007. "On the Dynamics of Ethnic Fractionalization," American Journal of Political Science, John Wiley & Sons, vol. 51(3), pages 620-639, July.
    2. Robin Burgess & Remi Jedwab & Edward Miguel & Ameet Morjaria & Gerard Padró i Miquel, 2015. "The Value of Democracy: Evidence from Road Building in Kenya," American Economic Review, American Economic Association, vol. 105(6), pages 1817-1851, June.
    3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    4. 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.
    5. 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.
    6. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    7. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    8. Easterly, William, 2001. "The Lost Decades: Developing Countries' Stagnation in Spite of Policy Reform 1980-1998," Journal of Economic Growth, Springer, vol. 6(2), pages 135-157, June.
    9. 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.
    10. Antonio Ciccone & Marek Jarociński, 2010. "Determinants of Economic Growth: Will Data Tell?," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(4), pages 222-246, October.
    11. Bluedorn, John C., 2001. "Can democracy help? Growth and ethnic divisions," Economics Letters, Elsevier, vol. 70(1), pages 121-126, January.
    12. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    13. 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.
    14. Altinok,Nadir & Angrist,Noam & Patrinos,Harry Anthony, 2018. "Global data set on education quality (1965-2015)," Policy Research Working Paper Series 8314, The World Bank.
    15. Daniel N. Posner, 2004. "Measuring Ethnic Fractionalization in Africa," American Journal of Political Science, John Wiley & Sons, vol. 48(4), pages 849-863, October.
    16. Alberto Alesina & William Easterly & Janina Matuszeski, 2011. "Artificial States," Journal of the European Economic Association, European Economic Association, vol. 9(2), pages 246-277, April.
    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. Stelios Michalopoulos & Elias Papaioannou, 2020. "Historical Legacies and African Development," Journal of Economic Literature, American Economic Association, vol. 58(1), pages 53-128, March.
    2. Nauro Campos & Ahmad Saleh & Vitaliy Kuzeyev, 2011. "Dynamic ethnic fractionalization and economic growth," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 20(2), pages 129-152.
    3. Gören, Erkan, 2014. "How Ethnic Diversity Affects Economic Growth," World Development, Elsevier, vol. 59(C), pages 275-297.
    4. James Fenske & Igor Zurimendi, 2017. "Oil and ethnic inequality in Nigeria," Journal of Economic Growth, Springer, vol. 22(4), pages 397-420, December.
    5. Nicola Gennaioli & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2013. "Human Capital and Regional Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 105-164.
    6. Swee, Eik Leong, 2015. "Together or separate? Post-conflict partition, ethnic homogenization, and the provision of public schooling," Journal of Public Economics, Elsevier, vol. 128(C), pages 1-15.
    7. Andrew Dickens, 2017. "Ethnolinguistic Favoritism in African Politics," Working Papers 1702, Brock University, Department of Economics.
    8. Christopher Blattman, 2009. "Civil War: A Review of Fifty Years of Research," Working Papers id:2231, eSocialSciences.
    9. Leander Heldring, 2019. "The Origins of Violence in Rwanda," HiCN Working Papers 299, Households in Conflict Network.
    10. Beugelsdijk, Sjoerd & Slangen, Arjen & Maseland, Robbert & Onrust, Marjolijn, 2014. "The impact of home–host cultural distance on foreign affiliate sales: The moderating role of cultural variation within host countries," Journal of Business Research, Elsevier, vol. 67(8), pages 1638-1646.
    11. Stelios Michalopoulos & Elias Papaioannou, 2018. "Spatial Patterns of Development: A Meso Approach," Annual Review of Economics, Annual Reviews, vol. 10(1), pages 383-410, August.
    12. Nikolaev, V. & van Lent, L.A.G.M., 2005. "The endogeneity bias in the relation between cost-of-debt capital and corporate disclosure policy," Other publications TiSEM 04869b30-e8a9-4ecf-84ae-6, Tilburg University, School of Economics and Management.
    13. Hodler, Roland & Valsecchi, Michele & Vesperoni, Alberto, 2021. "Ethnic geography: Measurement and evidence," Journal of Public Economics, Elsevier, vol. 200(C).
    14. Bluhm, Richard & Thomsson, Kaj, 2020. "Holding on? Ethnic divisions, political institutions and the duration of economic declines," Journal of Development Economics, Elsevier, vol. 144(C).
    15. Laitin, David D. & Ramachandran, Rajesh, 2022. "Linguistic diversity, official language choice and human capital," Journal of Development Economics, Elsevier, vol. 156(C).
    16. Andrés Rodríguez-Pose & Viola Berlepsch, 2019. "Does Population Diversity Matter for Economic Development in the Very Long Term? Historic Migration, Diversity and County Wealth in the US," European Journal of Population, Springer;European Association for Population Studies, vol. 35(5), pages 873-911, December.
    17. Campos, Nauro F. & Saleh, Ahmad & Kuzeyev, Vitaliy S., 2009. "Dynamic Ethnic Fractionalization and Economic Growth in the Transition Economies from 1989 to 2007," IZA Discussion Papers 4597, Institute of Labor Economics (IZA).
    18. Walker, Sarah, 2018. "Cultural barriers to market integration: Evidence from 19th century Austria," Journal of Comparative Economics, Elsevier, vol. 46(4), pages 1122-1145.
    19. Adeline Saillard & Thomas Url, 2011. "Venture capital in bank - and market - based economies," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00593962, HAL.
    20. Philipp Kolo, 2011. "Questioning Ethnic Fragmentation's Exogeneity - Drivers of Changing Ethnic Boundaries," Ibero America Institute for Econ. Research (IAI) Discussion Papers 210, Ibero-America Institute for Economic Research.

    More about this item

    Keywords

    ;
    ;
    ;

    JEL classification:

    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • J18 - Labor and Demographic Economics - - Demographic Economics - - - Public Policy
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification

    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:ant:wpaper:2017007. 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: Joeri Nys (email available below). General contact details of provider: https://edirc.repec.org/data/ftufsbe.html .

    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.