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Measuring Ethnic Inequality: An Assessment of Extant Cross-National Indices

Published online by Cambridge University Press:  01 June 2022

Lasse Egendal Leipziger*
Affiliation:
Department of Political Science, Aarhus University, Aarhus, Denmark
*

Abstract

This article offers an evaluation of cross-national measures of ethnic socio-economic inequality. It demonstrates that the measures differ in important ways regarding empirical scope, conceptualization, measurement and aggregation. Despite significant advances in the measurement of ethnic inequality, all measures have shortcomings, such as limited and biased coverage, as well as measurement error from the underlying data sources. Moreover, the empirical convergence between conceptually similar measures is strikingly low: some of the measures show no or even negative covariation. Four replication studies also indicate that extant measures of ethnic inequality are generally not interchangeable. Scholars should therefore take the various features highlighted in this evaluation into account before employing any of them. Based on this conclusion, the article offers multiple suggestions for improving existing measures and developing new ones.

Type
Article
Copyright
Copyright © The Author(s), 2022. Published by Cambridge University Press

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References

Adcock, R and Collier, D (2001) Measurement validity: a shared standard for qualitative and quantitative research. The American Political Science Review 95, 529546.CrossRefGoogle Scholar
Alesina, A, Michalopoulos, S and Papaioannou, E (2016) Ethnic inequality. Journal of Political Economy 124, 428488.CrossRefGoogle ScholarPubMed
Baghat, K et al. (2017) Inequality and Armed Conflict: Evidence and Data. Background report for the UN and World Bank Flagship Study on Development and Conflict Prevention, Peace Research Institute Oslo (PRIO).Google Scholar
Baldwin, K and Huber, JD (2010) Economic versus cultural differences: forms of ethnic diversity and public goods provision. American Political Science Review 104, 644662.CrossRefGoogle Scholar
Birnir, JK et al. (2017) Introducing the AMAR (All Minorities at Risk) data. Journal of Conflict Resolution 62, 203226.CrossRefGoogle Scholar
Bochsler, D et al. (2021) Exchange on the quantitative measurement of ethnic and national identity. Nations and Nationalism 27, 2240.CrossRefGoogle Scholar
Bormann, N-C et al. (2021) Globalization, institutions, and ethnic inequality. International Organization 75, 665697.CrossRefGoogle Scholar
Buhaug, H, Cederman, LE and Gleditsch, KS (2014) Square pegs in round holes: inequalities, grievances, and civil war. International Studies Quarterly 58, 418431.CrossRefGoogle Scholar
Canelas, C and Gisselquist, RM (2018) Horizontal inequality as an outcome. Oxford Development Studies 46, 305324.CrossRefGoogle Scholar
Canelas, C and Gisselquist, RM (2019) Horizontal inequality and data challenges. Social Indicators Research 143, 157172.CrossRefGoogle Scholar
Cederman, L-E, Gleditsch, KS and Buhaug, H (2013) Inequality, Grievances, and Civil War. Cambridge: Cambridge University Press.CrossRefGoogle Scholar
Cederman, L-E, Weidmann, NB and Bormann, N-C (2015) Triangulating horizontal inequality: toward improved conflict analysis. Journal of Peace Research 52, 806821.CrossRefGoogle Scholar
Chandra, K (2006) What is ethnic identity and does it matter? Annual Review of Political Science 9, 397424.CrossRefGoogle Scholar
Chen, X and Nordhaus, WD (2011) Using luminosity data as a proxy for economic statistics. Proceedings of the National Academy of Sciences – PNAS 108, 85898594.CrossRefGoogle ScholarPubMed
Coppedge, M et al. (2021a) V-Dem Codebook V11.1. Varieties of Democracy (V-Dem) project.Google Scholar
Coppedge, M et al. (2021b) V-Dem Methodology V11.1. Varieties of Democracy (V-Dem) project.CrossRefGoogle Scholar
Deere, CD, Kanbur, R and Stewart, F (2018) Horizontal inequalities. In Stiglitz, JE, Fitoussi, J-P and Durand, M (eds), For Good Measure: Advancing Research on Well-Being Metrics Beyond GDP. Paris: OECD., pp. 85–100.Google Scholar
EIC (Education Inequalities and Conflict Project) (2015) Education Inequalities and Conflict Database. Washington, DC: Education Policy and Data Center.Google Scholar
Fariss, CJ (2014) Respect for human rights has improved over time: modeling the changing standard of accountability. The American Political Science Review 108, 297318.CrossRefGoogle Scholar
Fearon, JD (2003) Ethnic and cultural diversity by country. Journal of Economic Growth 8, 195222.CrossRefGoogle Scholar
Fleming, CM et al. (2020) Ethnic economic inequality and fatalities from terrorism. Journal of Interpersonal Violence, online ahead of print. doi:10.1177/0886260520976226Google ScholarPubMed
Gordon, RG (2005) Ethnologue: Languages of the World, 15th edn. Dallas: SIL Internat.Google Scholar
Horowitz, DL (2000) Ethnic Groups in Conflict. Berkeley, CA: University of California Press.Google Scholar
Houle, C (2015) Ethnic inequality and the dismantling of democracy: a global analysis. World Politics 67, 469505.CrossRefGoogle Scholar
Houle, C and Bodea, C (2017) Ethnic inequality and coups in sub-Saharan Africa. Journal of Peace Research 54, 382396.CrossRefGoogle Scholar
Huber, JD and Mayoral, L (2019) Group inequality and the severity of civil conflict. Journal of Economic Growth 24, 141.CrossRefGoogle Scholar
Jensen, C and van Kersbergen, K (2016) The Politics of Inequality. London: Palgrave Macmillan Education.Google Scholar
Kuhn, PM and Weidmann, NB (2015) Unequal we fight: between- and within-group inequality and ethnic civil war. Political Science Research and Methods 3, 543568.CrossRefGoogle Scholar
Leipziger, LE (2022) Replication Data For: ‘Measuring Ethnic Inequality: An Assessment of Extant Cross-National Indices’, https://doi.org/10.7910/DVN/6LJEGI, Harvard Dataverse, V1, UNF:6:IwftBbyc0ulyg3MhZ40mdg = = [fileUNF]CrossRefGoogle Scholar
Marquez, X (2016) A Quick Method for Extending the Unified Democracy Scores. Social Science Research Network Working Paper Series.CrossRefGoogle Scholar
Mellander, C et al. (2015) Night-time light data: a good proxy measure for economic activity? PloS One 10, e0139779, 1–18.CrossRefGoogle Scholar
Munck, GL and Verkuilen, J (2002) Conceptualizing and measuring democracy: evaluating alternative indices. Comparative Political Studies 35, 534.Google Scholar
Munck, GL, Møller, J and Skaaning, S-E (2020) Conceptualization and measurement: basic distinctions and guidelines. In Curini, L and Franzese, R (eds), The Sage Handbook of Research Methods in Political Science and IR. London: Sage Publications, pp. 331–352.Google Scholar
Nordhaus, W et al. (2006) The G-Econ Database on Gridded Output: Methods and Data. 1–30. Working paper downloaded from: https://gecon.yale.edu/sites/default/files/files/gecon_data_20051206_1.pdfGoogle Scholar
Omoeva, C, Moussa, W and Hatch, R (2018) The Effects of Armed Conflict on Educational Attainment and Inequality. EPDC Research Paper No. 18-03.Google Scholar
Pemstein, D, Meserve, S and Melton, J (2010) Democratic compromise: a latent variable analysis of ten measures of regime type. Political Analysis 18, 426449.CrossRefGoogle Scholar
Pemstein, D et al. (2019) The V-Dem Measurement Model: Latent Variable Analysis for Cross-National and Cross-Temporal Expert-Coded Data. V-Dem Working Paper Series 2019(21), 1–37.Google Scholar
Piketty, T (2014) Capital in the Twenty-First Century. Cambridge, MA: Harvard University Press.CrossRefGoogle ScholarPubMed
Rios-Figueroa, J and Staton, JK (2012) An evaluation of cross-national measures of judicial independence. Journal of Law, Economics, & Organization 30, 104137.CrossRefGoogle Scholar
Skaaning, S-E (2018) Different types of data and the validity of democracy measures. Politics and Governance 6, 105116.CrossRefGoogle Scholar
Solis, J and Waggoner, P (2021) Measuring media freedom: An item response theory analysis of existing indicators. British Journal of Political Science 51, 16851704.CrossRefGoogle Scholar
Stewart, F (2002) Horizontal Inequalities: A Neglected Dimension of Development. Queen Elizabeth House Working Paper Series, Working Paper Number 81.Google Scholar
Stewart, F (2008) Horizontal Inequalities and Conflict: Understanding Group Violence in Multiethnic Societies. Basingstoke: Palgrave Macmillan.CrossRefGoogle Scholar
Stewart, F, Brown, GK and Mancini, L (2010) Monitoring and Measuring Horizontal Inequalities. Centre for Research on Inequality, Human Security and Ethnicity 4, 1–43.Google Scholar
Tetteh-Baah, SK (2019) Measurement and Impact of Horizontal Inequality. PhD thesis, Swiss Federal Institute of Technology, Switzerland.Google Scholar
UN (United Nations) (2020) UN Sustainable Development Goal 10: Reduce Inequality within and among Countries. Available from https://sdgs.un.org/goals/goal10Google Scholar
Vogt, M et al. (2015) Integrating data on ethnicity, geography, and conflict: the ethnic power relations data set family. Journal of Conflict Resolution 59, 13271342.CrossRefGoogle Scholar
Wang, Y-T and Kolev, K (2019) Ethnic group inequality, partisan networks, and political clientelism. Political Research Quarterly 72, 329341.CrossRefGoogle Scholar
Weber, M (1976 [1922]) Wirtschaft und Gesellschaft: Grundriss der Verstehenden Soziologie. Tübingen: J.B.C. Mohr.Google Scholar
Weidmann, NB, Rød, JK and Cederman, L-E (2010) Representing ethnic groups in space: a new dataset. Journal of Peace Research 47, 491499.CrossRefGoogle Scholar
Wucherpfennig, J et al. (2011) Politically relevant ethnic groups across space and time: introducing the GeoEPR dataset 1. Conflict Management and Peace Science 28, 423437.CrossRefGoogle Scholar
Ye, F and Han, SM (2019) Does ethnic inequality increase state repression? Canadian Journal of Political Science 52, 883901.CrossRefGoogle Scholar
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