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Income inequality in France, 1900–2014: Evidence from Distributional National Accounts (DINA)

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Cited by:

  1. Stéphane Auray & Aurélien Eyquem & Bertrand Garbinti & Jonathan Goupille-Lebret, 2022. "Markups, Taxes, And Rising Inequality," Working Papers halshs-03832267, HAL.
  2. Filip Novokmet & Thomas Piketty & Gabriel Zucman, 2018. "From Soviets to oligarchs: inequality and property in Russia 1905-2016," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 16(2), pages 189-223, June.
  3. Thomas Blanchet & Lucas Chancel & Amory Gethin, 2019. "How Unequal is Europe? Evidence from Distributional National Accounts, 1980-2017," World Inequality Lab Working Papers hal-02877000, HAL.
  4. Demetrio Guzzardi & Elisa Palagi & Andrea Roventini & Alessandro Santoro, 2022. "Reconstructing Income Inequality in Italy: New Evidence and Tax Policy Implications from Distributional National Accounts," World Inequality Lab Working Papers halshs-03693201, HAL.
  5. Aroop Chatterjee & Léo Czajka & Amory Gethin, 2021. "Can Redistribution Keep Up with Inequality? Evidence from South Africa, 1993-2019," Working Papers halshs-03364039, HAL.
  6. Hurley, Jeremiah & Mentzakis, Emmanouil & Walli-Attaei, Marjan, 2020. "Inequality aversion in income, health, and income-related health," Journal of Health Economics, Elsevier, vol. 70(C).
  7. Facundo Alvaredo & Lydia Assouad & Thomas Piketty, 2019. "Measuring lnequality in the Middle East 1990–2016: The World’s Most Unequal Region?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 65(4), pages 685-711, December.
  8. Pamfili Antipa & Vincent Bignon, 2018. "Whither Economic History? Between Narratives and Quantification," Revue de l'OFCE, Presses de Sciences-Po, vol. 0(3), pages 17-36.
  9. Victor Amoureux & Elvire Guillaud & Michaël Zemmour, 2019. "It Takes Two to Tango Income and Payroll Taxes in Progressive Tax Systems," Working Papers hal-02735278, HAL.
  10. Bertrand Garbinti & Jonathan Goupille-Lebret, 2018. "The Impact of Inheritance and Transfer Taxation on Economic Behaviours and Inequality: A Literature Review for France," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 16(02), pages 13-18, August.
  11. Bertrand Garbinti & Jonathan Goupille-Lebret & Thomas Piketty, 2016. "Accounting for Wealth Inequality Dynamics: Methods, Estimates and Simulations for France (1800-2014)," PSE Working Papers halshs-02794339, HAL.
  12. Piketty, Thomas & Bozio, Antoine & Garbinti, Bertrand & Goupille-Lebret, Jonathan & Guillot, Malka, 2020. "Predistribution vs. Redistribution: Evidence from France and the U.S," CEPR Discussion Papers 15415, C.E.P.R. Discussion Papers.
  13. 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.
  14. Thomas Blanchet & Lucas Chancel & Amory Gethin, 2022. "Why Is Europe More Equal than the United States?," American Economic Journal: Applied Economics, American Economic Association, vol. 14(4), pages 480-518, October.
  15. Yonatan Berman, 2022. "The Long-Run Evolution of Absolute Intergenerational Mobility," American Economic Journal: Applied Economics, American Economic Association, vol. 14(3), pages 61-83, July.
  16. Shi Li & Haiyuan Wan & Qinghai Li, 2018. "Top incomes in China: Data collection and the impact on income inequality," WIDER Working Paper Series 183, World Institute for Development Economic Research (UNU-WIDER).
  17. Facundo Alvaredo & Lucas Chancel & Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2020. "Towards a System of Distributional National Accounts: Methods and Global Inequality Estimates from WID.world," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 517-518-5, pages 41-59.
  18. Bertrand Garbinti & Frédérique Savignac, 2020. "Accounting for Intergenerational Wealth Mobility in France over the 20th Century: Method and Estimations," Working papers 776, Banque de France.
  19. Michaël Sicsic, 2022. "Does labour income react more to income tax or means‐tested benefits reforms?," Fiscal Studies, John Wiley & Sons, vol. 43(3), pages 291-319, September.
  20. Theresa Neef & Anne-Sophie Robilliard, 2021. "Half the Sky? The Female Labor Income Share in a Global Perspective," Working Papers halshs-03693182, HAL.
  21. Francis Kramarz & Elio Nimier‐David & Thomas Delemotte, 2022. "Inequality and earnings dynamics in France: National policies and local consequences," Quantitative Economics, Econometric Society, vol. 13(4), pages 1527-1591, November.
  22. Thomas Piketty & Li Yang, 2022. "Income and Wealth Inequality in Hong Kong, 1981–2020: The Rise of Pluto-Communism? [Top Wealth Shares in the UK over More than a Century]," The World Bank Economic Review, World Bank, vol. 36(4), pages 803-834.
  23. Bastani, Spencer & Waldenström, Daniel, 2018. "How Should Capital Be Taxed? Theory and Evidence from Sweden," IZA Discussion Papers 11475, Institute of Labor Economics (IZA).
  24. Domini, Giacomo & Grazzi, Marco & Moschella, Daniele & Treibich, Tania, 2022. "For whom the bell tolls: The firm-level effects of automation on wage and gender inequality," Research Policy, Elsevier, vol. 51(7).
  25. Juan C Palomino & Gustavo A Marrero & Brian Nolan & Juan G Rodríguez, 2022. "Wealth inequality, intergenerational transfers, and family background [Intergenerational wealth mobility and the role of inheritance: Evidence from multiple generations]," Oxford Economic Papers, Oxford University Press, vol. 74(3), pages 643-670.
  26. Pawel Bukowski & Filip Novokmet, 2019. "Between Communism and Capitalism: Long-Term Inequality in Poland, 1892- 2015," World Inequality Lab Working Papers hal-02876995, HAL.
  27. Albers, Thilo & Bartels, Charlotte & Schularick, Moritz, 2022. "Wealth and its Distribution in Germany, 1895-2018," CEPR Discussion Papers 17269, C.E.P.R. Discussion Papers.
  28. Thomas Blanchet & Bertrand Garbinti & Jonathan Goupille-Lebret & Clara Martínez-Toledano, 2018. "Applying Generalized Pareto Curves to Inequality Analysis," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 114-118, May.
  29. Nora Lustig, 2018. "Measuring the Distribution of Household Income, Consumption and Wealth: State of Play and Measurement Challenges," Working Papers 1801, Tulane University, Department of Economics.
  30. Lucas Chancel, 2019. "Ten facts about income inequality in advanced economies," World Inequality Lab Working Papers hal-02876982, HAL.
  31. Michele Cantarella & Andrea Neri & Giovanna Ranalli, 2021. "Mind the wealth gap: a new allocation method to match micro and macro statistics on household wealth," Questioni di Economia e Finanza (Occasional Papers) 646, Bank of Italy, Economic Research and International Relations Area.
  32. Aroop Chatterjee & Léo Czajka & Amory Gethin, 2020. "Estimating the Distribution of Household Wealth in South Africa," Working Papers hal-02876974, HAL.
  33. Antoine Bozio & Bertrand Garbinti & Jonathan Goupille-Lebret & Malka Guillot & Thomas Piketty, 2024. "Predistribution versus Redistribution: Evidence from France and the United States," American Economic Journal: Applied Economics, American Economic Association, vol. 16(2), pages 31-65, April.
  34. Bauluz, Luis & Bukowski, Pawel & Fransham, Mark & Lee, Annie Seong & López Forero, Margarita & Novokmet, Filip & Breau, Sébastien & Lee, Neil & Malgouyres, Clément & Schularick, Moritz & Verdugo, Greg, 2023. "Spatial wage inequality in North America and Western Europe: changes between and within local labour markets 1975-2019," LSE Research Online Documents on Economics 121290, London School of Economics and Political Science, LSE Library.
  35. Garbinti, Bertrand & García-Peñalosa, Cecilia & Pecheu, Vladimir & Savignac, Frederique, 2023. "Trends and Inequality in Lifetime Earnings in France," CEPR Discussion Papers 18472, C.E.P.R. Discussion Papers.
  36. Arun Advani, 2022. "Who does and doesn't pay taxes?," Fiscal Studies, John Wiley & Sons, vol. 43(1), pages 5-22, March.
  37. Janina Hundenborn & Ingrid Woolard & Jon Jellema, 2019. "The effect of top incomes on inequality in South Africa," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 26(5), pages 1018-1047, October.
  38. repec:hal:wpspec:info:hdl:2441/3333juqsbl8k6qn6kl3c2nkjtt is not listed on IDEAS
  39. Stefan Bach & Charlotte Bartels & Theresa Neef, 2021. "Distributional National Accounts: A Macro-Micro Approach to Inequality in Germany," NBER Chapters, in: Measuring Distribution and Mobility of Income and Wealth, pages 625-640, National Bureau of Economic Research, Inc.
  40. Yajna Govind, 2020. "Post-colonial Trends of Income Inequality: Evidence from the Overseas Departments of France," World Inequality Lab Working Papers halshs-03022303, HAL.
  41. Rafael Carranza & Marc Morgan & Brian Nolan, 2023. "Top Income Adjustments and Inequality: An Investigation of the EU‐SILC," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 69(3), pages 725-754, September.
  42. Annette Alstadsæter & Niels Johannesen & Gabriel Zucman, 2019. "Tax Evasion and Inequality," American Economic Review, American Economic Association, vol. 109(6), pages 2073-2103, June.
  43. Stefan Ederer & Stefan Humer & Stefan Jestl & Emanuel List, 2020. "Distributional National Accounts (DINA) with Household Survey Data: Methodology and Results for European Countries," wiiw Working Papers 180, The Vienna Institute for International Economic Studies, wiiw.
  44. 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) halshs-03231244, HAL.
  45. repec:ces:ifodic:v:16:y:2018:i:2:p:50000000002755 is not listed on IDEAS
  46. 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.
  47. Ingrid Woolard & Janina Hundenborn & Jon Jellema, 2018. "The effect of top incomes on inequality in South Africa," WIDER Working Paper Series 90, World Institute for Development Economic Research (UNU-WIDER).
  48. Stefan Jestl & Emanuel List, 2020. "Distributional National Accounts (DINA) for Austria, 2004-2016," wiiw Working Papers 175, The Vienna Institute for International Economic Studies, wiiw.
  49. Bukowski, Pawel & Novokmet, Filip, 2021. "Between communism and capitalism: long-term inequality in Poland, 1892–2015," LSE Research Online Documents on Economics 110221, London School of Economics and Political Science, LSE Library.
  50. Anna Samarina & Anh D.M. Nguyen, 2024. "Does Monetary Policy Affect Income Inequality in the Euro Area?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 56(1), pages 35-80, February.
  51. Victor Amoureux & Elvire Guillaud & Michaël Zemmour, 2019. "It Takes Two to Tango Income and Payroll Taxes in Progressive Tax Systems," SciencePo Working papers Main hal-02735278, HAL.
  52. Garbinti, Bertrand & Goupille-Lebret, Jonathan & Piketty, Thomas, 2018. "Income inequality in France, 1900–2014: Evidence from Distributional National Accounts (DINA)," Journal of Public Economics, Elsevier, vol. 162(C), pages 63-77.
  53. Zachary D. Blizard, 2023. "The Interaction Effect of Economic Freedom and Economic Development on Corruption in US States," Journal of Private Enterprise, The Association of Private Enterprise Education, vol. 38(Summer 20), pages 17-37.
  54. Thomas Breda & Paul Dutronc-Postel & Joyce Sultan Parraud & Maxime Tô, 2021. "Les inégalités salariales femmes-hommes dans les entreprises," Institut des Politiques Publiques halshs-03243407, HAL.
  55. Roman Bobilev & Anne Boschini & Jesper Roine, 2020. "Women in the Top of the Income Distribution: What Can We Learn From LIS-Data?," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 6(1), pages 63-107, March.
  56. Philipp Lieberknecht & Philip Vermeulen, 2022. "Wealth and income inequality in the long run," Working Papers 2022-02, Auckland University of Technology, Department of Economics.
  57. Matthew Fisher-Post & Nicolas Hérault & Roger Wilkins, 2022. "Distributional National Accounts for Australia, 1991-2018," Working Papers halshs-03828059, HAL.
  58. Bertrand Garbinti & Jonathan Goupille-Lebret & Thomas Piketty, 2021. "Accounting for Wealth-Inequality Dynamics: Methods, Estimates, and Simulations for France," Post-Print halshs-03231244, HAL.
  59. Arjan Bruil (CBS) & Céline van Essen & Wouter Leenders & Arjan Lejour & Jan Möhlmann & Simon Rabaté, 2022. "Inequality and Redistribution in the Netherlands," CPB Discussion Paper 436, CPB Netherlands Bureau for Economic Policy Analysis.
  60. Thilo N. H. Albers & Charlotte Bartels & Moritz Schularick, 2020. "The Distribution of Wealth in Germany, 1895-2018," ECONtribute Policy Brief Series 001, University of Bonn and University of Cologne, Germany.
  61. Stefan Jestl & Emanuel List, 2020. "Distributional National Accounts (DINA) for Austria, 2004-2016," Working Papers halshs-03022077, HAL.
  62. Matthew Smith & Owen Zidar & Eric Zwick, 2020. "Top Wealth in America: New Estimates and Implications for Taxing the Rich," Working Papers 264, Princeton University, Department of Economics, Center for Economic Policy Studies..
  63. Bukowski, Pawel & Novokmet, Filip, 2019. "Between communism and capitalism: long-term inequality in Poland, 1892-2015," LSE Research Online Documents on Economics 102834, London School of Economics and Political Science, LSE Library.
  64. Bonnet, Odran & Chapelle, Guillaume & Trannoy, Alain & Wasmer, Etienne, 2021. "Land is back, it should be taxed, it can be taxed," European Economic Review, Elsevier, vol. 134(C).
  65. Stéphane Auray & Aurélien Eyquem & Bertrand Garbinti & Jonathan Goupille-Lebret, 2022. "Markups, Taxes, And Rising Inequality," Working Papers halshs-03832267, HAL.
  66. Emmenegger Jana & Münnich Ralf, 2023. "Localising the Upper Tail: How Top Income Corrections Affect Measures of Regional Inequality," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 243(3-4), pages 285-317, June.
  67. Bertrand GARBINTI & Jonathan GOUPILLE-LEBRET, 2018. "The evolution of wealth inequality in France from 1800 to 2014," Rue de la Banque, Banque de France, issue 66, July.
  68. Paweł Bukowski & Filip Novokmet, 2021. "Between communism and capitalism: long-term inequality in Poland, 1892–2015," Journal of Economic Growth, Springer, vol. 26(2), pages 187-239, June.
  69. Bertrand Garbinti & Jonathan Goupille-Lebret, 2019. "Income and Wealth Inequality in France: Developments and Links over the Long Term," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 510-511-5, pages 69-87.
  70. Bengtsson, Erik & Molinder, Jakob, 2024. "Incomes and income inequality in Stockholm, 1870–1970: Evidence from micro data," Explorations in Economic History, Elsevier, vol. 92(C).
  71. Antoine Bozio & Bertrand Garbinti & Jonathan Goupille-Lebret & Malka Guillot & Thomas Piketty, 2018. "Inequality and Redistribution in France, 1990-2018: Evidence from Post-Tax Distributional National Accounts (DINA)," PSE Working Papers hal-02878151, HAL.
  72. Luis Estévez Bauluz, 2017. "Revised and extended national wealth series: Australia, Canada, France, Germany, Italy, Japan, the UK and the USA," PSE Working Papers halshs-02797842, HAL.
  73. Juan C. Palomino & Gustavo A. Marrero & Brian Nolan & Juan G. Rodriguez, 2020. "Wealth inequality, intergenerational transfers and socioeconomic background," Working Papers 537, ECINEQ, Society for the Study of Economic Inequality.
  74. Shubin Wang & Junsheng Ha & Hakan Kalkavan & Serhat Yüksel & Hasan Dinçer, 2020. "IT2-Based Hybrid Approach for Sustainable Economic Equality: A Case of E7 Economies," SAGE Open, , vol. 10(2), pages 21582440209, May.
  75. Aaberge, Rolf & Atkinson, Anthony B. & Modalsli, Jørgen, 2020. "Estimating long-run income inequality from mixed tabular data: Empirical evidence from Norway, 1875–2017," Journal of Public Economics, Elsevier, vol. 187(C).
  76. Advani, Arun & Summers, Andy & Tarrant, Hannah, 2022. "Measuring top income shares in the UK," CAGE Online Working Paper Series 610, Competitive Advantage in the Global Economy (CAGE).
  77. 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.
  78. Li, Qinghai & Li, Shi & Wan, Haiyuan, 2020. "Top incomes in China: Data collection and the impact on income inequality," China Economic Review, Elsevier, vol. 62(C).
  79. repec:hal:spmain:info:hdl:2441/3333juqsbl8k6qn6kl3c2nkjtt is not listed on IDEAS
  80. Stefan Jestl & Emanuel List, 2020. "Distributional National Accounts (DINA) for Austria, 2004-2016," World Inequality Lab Working Papers halshs-03022077, HAL.
  81. Aur'elien Hazan, 2017. "Stock-flow consistent macroeconomic model with nonuniform distributional constraint," Papers 1708.00645, arXiv.org.
  82. Stefan Jestl & Emanuel List, 2020. "Distributional national accounts (DINA) for Austria 2004-2016," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 197, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
  83. Wojciech Kopczuk & Eric Zwick, 2020. "Business Incomes at the Top," Journal of Economic Perspectives, American Economic Association, vol. 34(4), pages 27-51, Fall.
  84. Assouad, Lydia, 2023. "Rethinking the Lebanese economic miracle: The extreme concentration of income and wealth in Lebanon, 2005–2014," Journal of Development Economics, Elsevier, vol. 161(C).
  85. Bertrand Garbinti & Frédérique Savignac, 2020. "Intergenerational Home Ownership in France over the Twentieth Century," NBER Chapters, in: Measuring Distribution and Mobility of Income and Wealth, pages 411-435, National Bureau of Economic Research, Inc.
  86. Frémeaux, Nicolas & Leturcq, Marion, 2020. "Inequalities and the individualization of wealth," Journal of Public Economics, Elsevier, vol. 184(C).
  87. repec:spo:wpecon:info:hdl:2441/3333juqsbl8k6qn6kl3c2nkjtt is not listed on IDEAS
  88. Khalid, Muhammed Abdul & Yang, Li, 2021. "Income inequality and ethnic cleavages in Malaysia: Evidence from distributional national accounts (1984–2014)," Journal of Asian Economics, Elsevier, vol. 72(C).
  89. Pawel Bukowski & Filip Novokmet, 2019. "Between Communism and Capitalism: Long-Term Inequality in Poland, 1892- 2015," Working Papers hal-02876995, HAL.
  90. Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2022. "Twenty Years and Counting: Thoughts about Measuring the Upper Tail," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 20(1), pages 255-264, March.
  91. Boschini, Anne & Gunnarsson, Kristin & Roine, Jesper, 2020. "Women in top incomes – Evidence from Sweden 1971–2017," Journal of Public Economics, Elsevier, vol. 181(C).
  92. repec:spo:wpmain:info:hdl:2441/3333juqsbl8k6qn6kl3c2nkjtt is not listed on IDEAS
  93. Luis Estévez Bauluz, 2017. "Revised and extended national wealth series: Australia, Canada, France, Germany, Italy, Japan, the UK and the USA," Working Papers halshs-02797842, HAL.
  94. Bartels, Charlotte & Waldenström, Daniel, 2021. "Inequality and top incomes," GLO Discussion Paper Series 959, Global Labor Organization (GLO).
  95. Zwick, Eric, 2023. "Comments on “Wealth inequality dynamics in Europe and the United States: Understanding the determinants” by Blanchet and Martínez-Toledano," Journal of Monetary Economics, Elsevier, vol. 133(C), pages 44-47.
  96. 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.
  97. Advani, Arun & Summers, Andy & Tarrant, Hannah, 2020. "Measuring UK top incomes," CAGE Online Working Paper Series 490, Competitive Advantage in the Global Economy (CAGE).
  98. 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.
  99. repec:spo:wpmain:info:hdl:2441/4ithmorhr18kq90pu8cm6fv3ad is not listed on IDEAS
  100. Nora Lustig, 2019. "The “Missing Rich” in Household Surveys: Causes and Correction Approaches," Commitment to Equity (CEQ) Working Paper Series 75, Tulane University, Department of Economics.
  101. Luis Estévez Bauluz, 2017. "Revised and extended national wealth series: Australia, Canada, France, Germany, Italy, Japan, the UK and the USA," World Inequality Lab Working Papers halshs-02797842, HAL.
  102. repec:hal:spmain:info:hdl:2441/4ithmorhr18kq90pu8cm6fv3ad is not listed on IDEAS
  103. Masahiro Mikayama & Tomotsugu Imahori & Taro Ohno & Yasutaka Yoneta & Junji Ueda, 2023. "Top Income Shares in Japan from the Survey and Tax Data in 2014 and 2019: Following the Distributional National Accounts Guidelines," Discussion papers ron371, Policy Research Institute, Ministry of Finance Japan.
  104. Bertrand Garbinti & Jonathan Goupille-Lebret & Thomas Piketty, 2021. "Accounting for Wealth-Inequality Dynamics: Methods, Estimates, and Simulations for France," Post-Print hal-03474044, HAL.
  105. Pawel Bukowski & Filip Novokmet, 2018. "Inequality in Poland: Estimating the whole distribution by g-percentile 1983-2015," LIS Working papers 731, LIS Cross-National Data Center in Luxembourg.
  106. 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.
  107. J.-M. Germain, 2020. "A Welfare Based Estimate of “Real Feel GDP” for Europe and the USA," Documents de Travail de l'Insee - INSEE Working Papers g2020-03, Institut National de la Statistique et des Etudes Economiques.
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