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

Author

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  • Facundo Alvaredo

    (PSE - Paris School of Economics - UP1 - Université Paris 1 Panthéon-Sorbonne - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris sciences et lettres - EHESS - École des hautes études en sciences sociales - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement, WIL - World Inequality Lab, INET - Institut National des Etudes Territoriales)

  • Mauricio de Rosa

    (PSE - Paris School of Economics - UP1 - Université Paris 1 Panthéon-Sorbonne - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris sciences et lettres - EHESS - École des hautes études en sciences sociales - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement, WIL - World Inequality Lab, UDELAR - Universidad de la República [Montevideo])

  • Ignacio Flores

    (PSE - Paris School of Economics - UP1 - Université Paris 1 Panthéon-Sorbonne - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris sciences et lettres - EHESS - École des hautes études en sciences sociales - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement, WIL - World Inequality Lab, CUNY - City University of New York [New York])

  • Marc Morgan

    (PSE - Paris School of Economics - UP1 - Université Paris 1 Panthéon-Sorbonne - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris sciences et lettres - EHESS - École des hautes études en sciences sociales - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement, WIL - World Inequality Lab, UNIGE - Université de Genève = University of Geneva)

Abstract

There is a large gap between income estimates used in inequality studies and macroeconomic statistics. This makes it hard to assess how economic growth is distributed across the population, and to what extent mainstream distributional statistics are an accurate representation of income flows. We take stock of these discrepancies by confronting estimates of the income distribution from surveys, administrative records and aggregates from the system of national accounts, thoroughly documenting them over the past two decades for ten Latin American countries. We find that surveys only account for around half of the macroeconomic income in the region. Measurement gaps account for just over half of the overall gap on average, while the rest is due to conceptual differences across data sets. Measurement gaps have been growing fast for many countries, the bulk being due to non-covered capital income. We also compare the top tails in administrative data and surveys, finding diverging averages-especially for non-wage incomes-and different shapes. We discuss the degree to which inequality levels and trends could be affected.

Suggested Citation

  • Facundo Alvaredo & Mauricio de Rosa & Ignacio Flores & Marc Morgan, 2022. "The Inequality (or the Growth) we Measure: Data Gaps and the Distribution of Incomes," Working Papers halshs-03693223, HAL.
  • Handle: RePEc:hal:wpaper:halshs-03693223
    Note: View the original document on HAL open archive server: https://shs.hal.science/halshs-03693223
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    References listed on IDEAS

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    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. Cornia, Giovanni Andrea (ed.), 2014. "Falling Inequality in Latin America: Policy Changes and Lessons," OUP Catalogue, Oxford University Press, number 9780198701804.
    7. 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.
    8. 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).
    9. 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.
    10. 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.
    11. Anthony Atkinson & Thomas Piketty, 2010. "Top Incomes : A Global Perspective," PSE-Ecole d'économie de Paris (Postprint) halshs-00754875, HAL.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    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 12, Tulane University, Department of Economics.
    18. 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.
    19. 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.
    20. 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.
    21. Jorrit Zwijnenburg, 2019. "Unequal Distributions: EG DNA versus DINA Approach," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 296-301, May.
    22. 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).
    23. 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.
    24. 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).
    25. 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.
    26. 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).
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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

    Surveys; national accounts; administrative data; data gaps; income distribution; 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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