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The Inequality (or the Growth) we Measure: Data Gaps and the Distribution of Incomes

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  • Alvaredo, Facundo
  • De Rosa, Mauricio
  • Flores Beale, Ignacio
  • Morgan, Marc

Abstract

Large gaps exist between income estimates from inequality studies and macroeconomic statistics, questioning our representation of flows and the relevance of economic growth. We take stock of these gaps by confronting multiple datasets in Latin America, finding that surveys account for around half of macroeconomic income over the past twenty years. Less than half of this gap is due to conceptual differences, the remainder coming from growing measurement issues, which mainly concern capital incomes. Top tails in administrative data and surveys present diverging averages, especially for non-wage incomes, and different shapes. We discuss implications for both inequality levels and trends.

Suggested Citation

  • Alvaredo, Facundo & De Rosa, Mauricio & Flores Beale, Ignacio & Morgan, Marc, 2022. "The Inequality (or the Growth) we Measure: Data Gaps and the Distribution of Incomes," CEPR Discussion Papers 17135, C.E.P.R. Discussion Papers.
    • Handle: RePEc:cpr:ceprdp:17135
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    1. Ignacio Flores, 2021. "The capital share and income inequality: Increasing gaps between micro and macro-data," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(4), pages 685-706, December.
    2. Oscar Altimir, 1987. "Income Distribution Statistics In Latin America And Their Reliability," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 33(2), pages 111-155, June.
    3. A. B. Atkinson, 2017. "Pareto and the Upper Tail of the Income Distribution in the UK: 1799 to the Present," Economica, London School of Economics and Political Science, vol. 84(334), pages 129-156, April.
    4. Angus Deaton, 2005. "Measuring Poverty in a Growing World (or Measuring Growth in a Poor World)," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 1-19, February.
    5. Brian Nolan & Max Roser & Stefan Thewissen, 2019. "GDP Per Capita Versus Median Household Income: What Gives Rise to the Divergence Over Time and how does this Vary Across OECD Countries?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 65(3), pages 465-494, September.
    6. Altimir, Oscar, 1975. "Estimaciones de la distribución del ingreso en América Latina por medio de encuestas de hogares y censos de población: una evaluación de confiabilidad," Sede de la CEPAL en Santiago (Estudios e Investigaciones) 33474, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    7. Anthony B. Atkinson & Thomas Piketty & Emmanuel Saez, 2011. "Top Incomes in the Long Run of History," Journal of Economic Literature, American Economic Association, vol. 49(1), pages 3-71, March.
    8. François Bourguignon, 2018. "Simple adjustments of observed distributions for missing income and missing people," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 16(2), pages 171-188, June.
    9. Carlos Rodriguez-Castelan & Luis F. Lopez-Calva & Nora Lustig & Daniel Valderrama, 2016. "Understanding the Dynamics of Labor Income Inequality in Latin America," Working Papers 1608, Tulane University, Department of Economics.
    10. François Bourguignon, 2015. "Appraising income inequality databases in Latin America," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 13(4), pages 557-578, December.
    11. Angus Deaton, 2005. "ERRATUM: Measuring Poverty in a Growing World (or Measuring Growth in a Poor World)," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 395-395, May.
    12. Simon Kuznets & Elizabeth Jenks, 1953. "Shares of Upper Income Groups in Income and Savings (1953)," NBER Books, National Bureau of Economic Research, Inc, number kuzn53-1, March.
    13. Facundo Alveredo & Juliana Londoño Vélez, 2013. "High incomes and personal taxation in a developing economy: Colombia 1993-2010," Commitment to Equity (CEQ) Working Paper Series 12, Tulane University, Department of Economics.
    14. Cornia, Giovanni Andrea (ed.), 2014. "Falling Inequality in Latin America: Policy Changes and Lessons," OUP Catalogue, Oxford University Press, number 9780198701804.
    15. Leonardo Gasparini & Jessica Bracco & Luciana Galeano & Mariela Pistorio, 2018. "Desigualdad en países en desarrollo: ¿ajustando las expectativas?," CEDLAS, Working Papers 0224, CEDLAS, Universidad Nacional de La Plata.
    16. Burdín, Gabriel & De Rosa, Mauricio & Vigorito, Andrea & Vilá, Joan, 2022. "Falling inequality and the growing capital income share: Reconciling divergent trends in survey and tax data," World Development, Elsevier, vol. 152(C).
    17. Facundo Alveredo & Juliana Londoño Vélez, 2013. "High incomes and personal taxation in a developing economy: Colombia 1993-2010," Commitment to Equity (CEQ) Working Paper Series 1312, Tulane University, Department of Economics.
    18. Liliana Cano, 2015. "Income Mobility in Ecuador: New Evidence from Individual Income Tax Returns," WIDER Working Paper Series wp-2015-040, World Institute for Development Economic Research (UNU-WIDER).
    19. Thomas Blanchet & Ignacio Flores & Marc Morgan, 2022. "The weight of the rich: improving surveys using tax data," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 20(1), pages 119-150, March.
    20. Simon Kuznets & Elizabeth Jenks, 1953. "Shares of Upper Income Groups in Savings," NBER Chapters, in: Shares of Upper Income Groups in Income and Savings (1953), pages 171-218, National Bureau of Economic Research, Inc.
    21. Anthony Atkinson & Thomas Piketty, 2010. "Top Incomes : A Global Perspective," PSE-Ecole d'économie de Paris (Postprint) halshs-00754875, HAL.
    22. Martin Ravallion, 2003. "Measuring Aggregate Welfare in Developing Countries: How Well Do National Accounts and Surveys Agree?," The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 645-652, August.
    23. Liliana Cano, 2015. "Income mobility in Ecuador: New evidence from individual income tax returns," WIDER Working Paper Series 040, World Institute for Development Economic Research (UNU-WIDER).
    24. Atkinson, Anthony B., 2015. "Inequality: what can be done?," LSE Research Online Documents on Economics 101810, London School of Economics and Political Science, LSE Library.
    25. Ignacio Flores & Claudia Sanhueza & Jorge Atria & Ricardo Mayer, 2020. "Top Incomes in Chile: A Historical Perspective on Income Inequality, 1964–2017," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 66(4), pages 850-874, December.
    26. Jorrit Zwijnenburg, 2019. "Unequal Distributions: EG DNA versus DINA Approach," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 296-301, May.
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    Cited by:

    1. Alvaredo, Facundo & Bourguignon, François & Ferreira, Francisco H. G. & Lustig, Nora, 2023. "Seventy-five years of measuring income inequality in Latin America," LSE Research Online Documents on Economics 120557, London School of Economics and Political Science, LSE Library.
    2. De Rosa, Mauricio & Flores, Ignacio & Morgan, Marc, 2022. "More Unequal or Not as Rich? Revisiting the Latin American Exception," SocArXiv akq89, Center for Open Science.
    3. Mauricio De Rosa & Joan Vilá, 2022. "Beyond tax-survey combination: inequality and the blurry household-firm border," Documentos de Trabajo (working papers) 22-10, Instituto de Economía - IECON.

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    More about this item

    Keywords

    Income distribution; Data gaps; Surveys; National accounts; Administrative data; Latin america;
    All these keywords.

    JEL classification:

    • D3 - Microeconomics - - Distribution
    • E01 - Macroeconomics and Monetary Economics - - General - - - Measurement and Data on National Income and Product Accounts and Wealth; Environmental Accounts
    • N36 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - Latin America; Caribbean

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