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Tax progressivity and top incomes evidence from tax reforms

Author

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  • Enrico Rubolino

    (University of Essex)

  • Daniel Waldenström

    (Research Institute of Industrial Economics (IFN))

Abstract

We study the link between tax progressivity and top income shares. Using variation from Western tax reforms in the 1980s and 1990s and synthetic control method estimation, we find that reductions in tax progressivity had large and lasting positive impacts on top income shares. The effects are largest within the top percentile and almost zero in the lower half of the top decile, and all results are robust to different model specifications, placebo tests in time and space, and controlling for other contemporaneous reforms. Searching for mechanisms, we find that the effects seem to operate mainly through reductions in top marginal tax rates and that the share of capital income in top incomes increased after the reforms, indicating that tax avoidance behavior could explain some of the observed effects.

Suggested Citation

  • Enrico Rubolino & Daniel Waldenström, 2020. "Tax progressivity and top incomes evidence from tax reforms," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 18(3), pages 261-289, September.
  • Handle: RePEc:spr:joecin:v:18:y:2020:i:3:d:10.1007_s10888-020-09445-8
    DOI: 10.1007/s10888-020-09445-8
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    as
    1. Emmanuel Saez, 2017. "Taxing the Rich More: Preliminary Evidence from the 2013 Tax Increase," Tax Policy and the Economy, University of Chicago Press, vol. 31(1), pages 71-120.
    2. Roine, Jesper & Waldenström, Daniel, 2014. "Long-Run Trends in the Distribution of Income and Wealth," Working Paper Series 1021, Research Institute of Industrial Economics.
    3. Karl Ove Aarbu & Thor Olav Thoresen, 1997. "The Norwegian Tax Reform; Distributional Effects and the High-income Response," Discussion Papers 207, Statistics Norway, Research Department.
    4. Atkinson, A. B. & Piketty, Thomas (ed.), 2010. "Top Incomes: A Global Perspective," OUP Catalogue, Oxford University Press, number 9780199286898.
    5. Philipp Doerrenberg & Andreas Peichl & Sebastian Siegloch, 2017. "The Elasticity of Taxable Income in the Presence of Deduction Possibilities," NBER Chapters, in: Personal Income Taxation and Household Behavior (TAPES), National Bureau of Economic Research, Inc.
    6. Martin Feldstein, 1999. "Tax Avoidance And The Deadweight Loss Of The Income Tax," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 674-680, November.
    7. Emmanuel Saez & Joel Slemrod & Seth H. Giertz, 2012. "The Elasticity of Taxable Income with Respect to Marginal Tax Rates: A Critical Review," Journal of Economic Literature, American Economic Association, vol. 50(1), pages 3-50, March.
    8. Thomas Piketty & Emmanuel Saez & Stefanie Stantcheva, 2014. "Optimal Taxation of Top Labor Incomes: A Tale of Three Elasticities," American Economic Journal: Economic Policy, American Economic Association, vol. 6(1), pages 230-271, February.
    9. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    10. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    11. Joel Slemrod, 1996. "High-Income Families and the Tax Changes of the 1980s: The Anatomy of Behavioral Response," NBER Chapters, in: Empirical Foundations of Household Taxation, pages 169-192, National Bureau of Economic Research, Inc.
    12. Erik Fjærli & Rolf Aaberge, 2000. "Tax Reforms, Dividend Policy and Trends in Income Inequality Empirical Evidence based on Norwegian Data," Discussion Papers 284, Statistics Norway, Research Department.
    13. 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.
    14. Bach Stefan & Corneo Giacomo & Steiner Viktor, 2013. "Effective Taxation of Top Incomes in Germany," German Economic Review, De Gruyter, vol. 14(2), pages 115-137, May.
    15. Paola Giuliano & Prachi Mishra & Antonio Spilimbergo, 2013. "Democracy and Reforms: Evidence from a New Dataset," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(4), pages 179-204, October.
    16. Thomas Piketty & Emmanuel Saez, 2007. "How Progressive is the U.S. Federal Tax System? A Historical and International Perspective," Journal of Economic Perspectives, American Economic Association, vol. 21(1), pages 3-24, Winter.
    17. Weber, Caroline E., 2014. "Toward obtaining a consistent estimate of the elasticity of taxable income using difference-in-differences," Journal of Public Economics, Elsevier, vol. 117(C), pages 90-103.
    18. Ufuk Akcigit & Salomé Baslandze & Stefanie Stantcheva, 2016. "Taxation and the International Mobility of Inventors," American Economic Review, American Economic Association, vol. 106(10), pages 2930-2981, October.
    19. Enrico Moretti & Daniel J. Wilson, 2017. "The Effect of State Taxes on the Geographical Location of Top Earners: Evidence from Star Scientists," American Economic Review, American Economic Association, vol. 107(7), pages 1858-1903, July.
    20. Anthony B. Atkinson & Andrew Leigh, 2007. "The Distribution of Top Incomes in Australia," The Economic Record, The Economic Society of Australia, vol. 83(262), pages 247-261, September.
    21. Austan Goolsbee, 2000. "What Happens When You Tax the Rich? Evidence from Executive Compensation," Journal of Political Economy, University of Chicago Press, vol. 108(2), pages 352-378, April.
    22. Philipp Doerrenberg & Andreas Peichl, 2014. "The impact of redistributive policies on inequality in OECD countries," Applied Economics, Taylor & Francis Journals, vol. 46(17), pages 2066-2086, June.
    23. La Porta, Rafael & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1997. "Legal Determinants of External Finance," Journal of Finance, American Finance Association, vol. 52(3), pages 1131-1150, July.
    24. Michael Förster & Ana Llena-Nozal & Vahé Nafilyan, 2014. "Trends in Top Incomes and their Taxation in OECD Countries," OECD Social, Employment and Migration Working Papers 159, OECD Publishing.
    25. Lewis Evans & Arthur Grimes & Bryce Wilkinson, 1996. "Economic Reform in New Zealand 1984-95: The Pursuit of Efficiency," Journal of Economic Literature, American Economic Association, vol. 34(4), pages 1856-1902, December.
    26. Stephanie Riegg Cellini & Fernando Ferreira & Jesse Rothstein, 2010. "The Value of School Facility Investments: Evidence from a Dynamic Regression Discontinuity Design," The Quarterly Journal of Economics, Oxford University Press, vol. 125(1), pages 215-261.
    27. Fellman, J, 1976. "The Effect of Transformations on Lorenz Curves," Econometrica, Econometric Society, vol. 44(4), pages 823-824, July.
    28. Alberto Abadie & Alexis Diamond & Jens Hainmueller, 2015. "Comparative Politics and the Synthetic Control Method," American Journal of Political Science, John Wiley & Sons, vol. 59(2), pages 495-510, February.
    29. Denvil Duncan & Klara Sabirianova Peter, 2016. "Unequal inequalities: Do progressive taxes reduce income inequality?," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 23(4), pages 762-783, August.
    30. Enrico Rubolino & Daniel Waldenström, 2019. "Trends and gradients in top tax elasticities: cross-country evidence, 1900–2014," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 26(3), pages 457-485, June.
    31. Frey, Christian & Schaltegger, Christoph A., 2016. "Progressive taxes and top income shares: A historical perspective on pre- and post-tax income concentration in Switzerland," Economics Letters, Elsevier, vol. 148(C), pages 5-9.
    32. Aarbu, Karl O. & Thoresen, Thor O., 2001. "Income Responses to Tax Changes--Evidence From the Norwegian Tax Reform," National Tax Journal, National Tax Association;National Tax Journal, vol. 54(2), pages 319-338, June.
    33. Alan J. Auerbach & Joel Slemrod, 1997. "The Economic Effects of the Tax Reform Act of 1986," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 589-632, June.
    34. Daniel R. Feenberg & James M. Poterba, 1993. "Income Inequality and the Incomes of Very High-Income Taxpayers: Evidence from Tax Returns," NBER Chapters, in: Tax Policy and the Economy, Volume 7, pages 145-177, National Bureau of Economic Research, Inc.
    35. Lambert, Peter J, 1993. "Inequality Reduction through the Income Tax," Economica, London School of Economics and Political Science, vol. 60(239), pages 357-365, August.
    36. Feldstein, Martin, 1995. "The Effect of Marginal Tax Rates on Taxable Income: A Panel Study of the 1986 Tax Reform Act," Journal of Political Economy, University of Chicago Press, vol. 103(3), pages 551-572, June.
    37. Alan J. Auerbach, 1988. "Capital Gains Taxation in the United States: Realizations, Revenue, and Rhetoric," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(2), pages 595-638.
    38. Roger H. Gordon & Joel Slemrod, 1998. "Are "Real" Responses to Taxes Simply Income Shifting Between Corporate and Personal Tax Bases?," NBER Working Papers 6576, National Bureau of Economic Research, Inc.
    39. Anthony Atkinson & Thomas Piketty, 2010. "Top Incomes : A Global Perspective," PSE-Ecole d'économie de Paris (Postprint) halshs-00754875, HAL.
    40. Annette Alstadsæter & Martin Jacob & Wojciech Kopczuk & Kjetil Telle, 2016. "Accounting for Business Income in Measuring Top Income Shares: Integrated Accrual Approach Using Individual and Firm Data from Norway," NBER Working Papers 22888, National Bureau of Economic Research, Inc.
    41. Roine, Jesper & Vlachos, Jonas & Waldenström, Daniel, 2009. "The long-run determinants of inequality: What can we learn from top income data?," Journal of Public Economics, Elsevier, vol. 93(7-8), pages 974-988, August.
    42. Joel Slemrod & Jon Bakija, 2000. "Does Growing Inequality Reduce Tax Progressivity? Should It?," NBER Working Papers 7576, National Bureau of Economic Research, Inc.
    43. Carmen M. Reinhart & Kenneth S. Rogoff, 2011. "From Financial Crash to Debt Crisis," American Economic Review, American Economic Association, vol. 101(5), pages 1676-1706, August.
    44. Richard Burkhauser & Markus Hahn & Roger Wilkins, 2015. "Measuring top incomes using tax record data: a cautionary tale from Australia," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 13(2), pages 181-205, June.
    45. Axel Dreher, 2006. "Does globalization affect growth? Evidence from a new index of globalization," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1091-1110.
    46. A. B. Atkinson & Andrew Leigh, 2008. "Top Incomes In New Zealand 1921–2005: Understanding The Effects Of Marginal Tax Rates, Migration Threat, And The Macroeconomy," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 54(2), pages 149-165, June.
    47. Kopczuk, Wojciech, 2005. "Tax bases, tax rates and the elasticity of reported income," Journal of Public Economics, Elsevier, vol. 89(11-12), pages 2093-2119, December.
    48. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    49. World Bank, 2012. "World Development Indicators 2012," World Bank Publications - Books, The World Bank Group, number 6014, December.
    50. Feldstein, Martin, 1995. "The Effect of Marginal Tax Rates on Taxable Income: A Panel Study of the 1986 Tax Reform Act," Journal of Political Economy, University of Chicago Press, vol. 103(3), pages 551-572, June.
    51. Kopczuk, Wojciech & Alstadsæter, Annette & Jacob, Martin & Telle, Kjetil, 2016. "Accounting for Business Income in Measuring Top Income Shares: Integrated Accrual Approach Using Individual and Firm Data from," CEPR Discussion Papers 11671, C.E.P.R. Discussion Papers.
    52. Martin Feldstein & James M. Poterba, 1996. "Empirical Foundations of Household Taxation," NBER Books, National Bureau of Economic Research, Inc, number feld96-1, May.
    53. Jakobsson, Ulf, 1976. "On the measurement of the degree of progression," Journal of Public Economics, Elsevier, vol. 5(1-2), pages 161-168.
    54. Bert Brys & Stephen Matthews & Jeffrey Owens, 2011. "Tax Reform Trends in OECD Countries," OECD Taxation Working Papers 1, OECD Publishing.
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    More about this item

    Keywords

    Income inequality; Income taxation; Synthetic control method;
    All these keywords.

    JEL classification:

    • H21 - Public Economics - - Taxation, Subsidies, and Revenue - - - Efficiency; Optimal Taxation
    • H24 - Public Economics - - Taxation, Subsidies, and Revenue - - - Personal Income and Other Nonbusiness Taxes and Subsidies
    • H26 - Public Economics - - Taxation, Subsidies, and Revenue - - - Tax Evasion and Avoidance

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