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From Housing Gains to Pension Losses: New Methods to Reveal Wealth Inequality Dynamics in Chile

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  • Nofal, Bastián Castro
  • Flores, Ignacio
  • Cubillos, Pablo Gutiérrez

Abstract

This paper examines wealth inequality dynamics in Chile from 2007 to 2021, focusing on two key macroeconomic events: the sharp rise in housing prices after the introduction of a real estate value-added tax in 2016 and the substantial liquidation of pension assets through early withdrawals during the pandemic. We introduce a methodological innovation that aims to improve the measurement of wealth inequality by integrating administrative pension fund records into household wealth surveys using machine learning techniques. Our results reveal extreme levels of wealth concentration, with the top 10% holding approximately two-thirds of national private wealth. However, inequality slightly declined over the period, particularly after 2016, as the outcome of two opposing forces: housing appreciation, which benefited middle-class households, and pension fund withdrawals, which disproportionately reduced wealth at the lower end of the distribution. (Stone Center on Socio-Economic Inequality Working Paper)

Suggested Citation

  • Nofal, Bastián Castro & Flores, Ignacio & Cubillos, Pablo Gutiérrez, 2025. "From Housing Gains to Pension Losses: New Methods to Reveal Wealth Inequality Dynamics in Chile," SocArXiv b8zve_v1, Center for Open Science.
  • Handle: RePEc:osf:socarx:b8zve_v1
    DOI: 10.31219/osf.io/b8zve_v1
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    1. Alvaredo, Facundo & Atkinson, Anthony B. & Morelli, Salvatore, 2018. "Top wealth shares in the UK over more than a century," Journal of Public Economics, Elsevier, vol. 162(C), pages 26-47.
    2. Clara Martínez Toledano, 2020. "House Price Cycles, Wealth Inequality and Portfolio Reshuffling," Working Papers hal-02876979, HAL.
    3. Bertrand Garbinti & Jonathan Goupille-Lebret & Thomas Piketty, 2021. "Accounting for Wealth-Inequality Dynamics: Methods, Estimates, and Simulations for France," Journal of the European Economic Association, European Economic Association, vol. 19(1), pages 620-663.
    4. Facundo Alvaredo & Anthony Atkinson & Lucas Chancel & Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2016. "Distributional National Accounts (DINA) Guidelines : Concepts and Methods used in WID.world," Working Papers halshs-02794308, HAL.
    5. Clara Martínez Toledano, 2020. "House Price Cycles, Wealth Inequality and Portfolio Reshuffling," World Inequality Lab Working Papers hal-02876979, HAL.
    6. Paolo Brunori & Guido Neidhöfer, 2021. "The Evolution of Inequality of Opportunity in Germany: A Machine Learning Approach," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(4), pages 900-927, December.
    7. Facundo Alvaredo & Emmanuel Saez, 2009. "Income and Wealth Concentration in Spain from a Historical and Fiscal Perspective," Journal of the European Economic Association, MIT Press, vol. 7(5), pages 1140-1167, September.
    8. Paolo Brunori & Paul Hufe & Daniel Mahler, 2023. "The roots of inequality: estimating inequality of opportunity from regression trees and forests," Scandinavian Journal of Economics, Wiley Blackwell, vol. 125(4), pages 900-932, October.
    9. Paolo Acciari & Facundo Alvaredo & Salvatore Morelli, 2024. "The Concentration of Personal Wealth in Italy 1995–2016," Journal of the European Economic Association, European Economic Association, vol. 22(3), pages 1228-1274.
    10. Wojciech Kopczuk, 2015. "What Do We Know about the Evolution of Top Wealth Shares in the United States?," Journal of Economic Perspectives, American Economic Association, vol. 29(1), pages 47-66, Winter.
    11. Thomas Blanchet & Juliette Fournier & Thomas Piketty, 2022. "Generalized Pareto Curves: Theory and Applications," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 68(1), pages 263-288, March.
    12. Branko Milanovic & Tasha Fairfield & Michel Jorratt De Luis, 2016. "Top Income Shares, Business Profits, and Effective Tax Rates in Contemporary Chile," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62, pages 120-144, August.
    13. Gustave Kenedi & Louis Sirugue, 2023. "Intergenerational income mobility in France: a comparative and geographical analysis," PSE Working Papers halshs-04563025, HAL.
    14. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    15. Bertrand Garbinti & Jonathan Goupille-Lebret & Thomas Piketty, 2021. "Accounting for Wealth-Inequality Dynamics: Methods, Estimates, and Simulations for France," Post-Print hal-03474044, HAL.
    16. Justine S. Hastings & Brigitte C. Madrian & William L. Skimmyhorn, 2013. "Financial Literacy, Financial Education, and Economic Outcomes," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 347-373, May.
    17. Madeira, Carlos & Margaretic, Paula, 2022. "The impact of financial literacy on the quality of self-reported financial information," Journal of Behavioral and Experimental Finance, Elsevier, vol. 34(C).
    18. Brunori, Paolo & Hufe, Paul & Mahler, Daniel, 2023. "The roots of inequality: estimating inequality of opportunity from regression trees and forests," LSE Research Online Documents on Economics 118220, London School of Economics and Political Science, LSE Library.
    19. Alejandra Inzunza & Carlos Madeira, 2023. "The impact of the Covid Pension Fund Withdrawals in Chile on the future retirement income of the Social Security affiliates and their households," Working Papers Central Bank of Chile 991, Central Bank of Chile.
    20. Andreas Fagereng & Luigi Guiso & Davide Malacrino & Luigi Pistaferri, 2020. "Heterogeneity and Persistence in Returns to Wealth," Econometrica, Econometric Society, vol. 88(1), pages 115-170, January.
    21. Kopczuk, Wojciech & Saez, Emmanuel, 2004. "Top Wealth Shares in the United States, 1916-2000: Evidence From Estate Tax Returns," National Tax Journal, National Tax Association;National Tax Journal, vol. 57(2), pages 445-487, June.
    22. Bach, Stefan & Thiemann, Andreas & Zucco, Aline, 2019. "Looking for the missing rich: tracing the top tail of the wealth distribution," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 26(6), pages 1234-1258.
    23. Tasha Fairfield & Michel Jorratt De Luis, 2016. "Top Income Shares, Business Profits, and Effective Tax Rates in Contemporary Chile," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(S1), pages 120-144, August.
    24. Kenedi, Gustave & Sirugue, Louis, 2023. "Intergenerational income mobility in France: A comparative and geographic analysis," Journal of Public Economics, Elsevier, vol. 226(C).
    25. Mauricio De Rosa, 2025. "Wealth Inequality in the South: Multi‐Source Evidence from Uruguay," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 71(1), February.
    26. Bertrand Garbinti & Jonathan Goupille-Lebret & Thomas Piketty, 2021. "Accounting for Wealth-Inequality Dynamics: Methods, Estimates, and Simulations for France," PSE-Ecole d'économie de Paris (Postprint) hal-03474044, HAL.
    27. Néstor Gandelman & Rodrigo Lluberas, 2024. "Wealth in Latin America: Evidence from Chile, Colombia, Mexico and Uruguay," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 70(1), pages 4-32, March.
    28. Ramón E. López & Eugenio Figueroa B. & Pablo Gutiérrez C., 2016. "Fundamental accrued capital gains and the measurement of top incomes: an application to Chile," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 14(4), pages 379-394, December.
    29. Gustave Kenedi & Louis Sirugue, 2023. "Intergenerational Income Mobility in France: A Comparative and Geographic Analysis," PSE Working Papers halshs-04423899, HAL.
    30. Clara Martínez Toledano, 2020. "House Price Cycles, Wealth Inequality and Portfolio Reshuffling," PSE Working Papers hal-02876979, HAL.
    31. James B. Davies & Livio Di Matteo, 2021. "Long Run Canadian Wealth Inequality in International Context," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(1), pages 134-164, March.
    32. Francesco Bloise & Paolo Brunori & Patrizio Piraino, 2021. "Estimating intergenerational income mobility on sub-optimal data: a machine learning approach," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(4), pages 643-665, December.
    33. Ricardo Flores & Josué Pérez & Francisca Uribe, 2018. "Valoración de la tierra de uso residencial y su contribución al valor de mercado de la vivienda en Chile," Economic Statistics Series 126, Central Bank of Chile.
    34. Blanchet, Thomas & Martínez-Toledano, Clara, 2023. "Wealth inequality dynamics in europe and the united states: Understanding the determinants," Journal of Monetary Economics, Elsevier, vol. 133(C), pages 25-43.
    35. Kamer Karakurum-Ozdemir & Melike Kokkizil & Gokce Uysal, 2019. "Financial Literacy in Developing Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(1), pages 325-353, May.
    36. repec:hal:journl:halshs-03231244 is not listed on IDEAS
    37. repec:hal:pseptp:halshs-03231244 is not listed on IDEAS
    38. 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.
    39. Bertrand Garbinti & Jonathan Goupille-Lebret & Thomas Piketty, 2021. "Correction to: Accounting for Wealth-Inequality Dynamics: Methods, Estimates, and Simulations for France," Journal of the European Economic Association, European Economic Association, vol. 19(1), pages 707-707.
    40. Lissette Briones & Guillermo Carlomagno & Pablo García, 2023. "Inflation and Labour Markets in the Wake of the Pandemic: The Case of Chile," Economic Policy Papers Central Bank of Chile 73, Central Bank of Chile.
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