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Experimental Evidence on the Relationship between Tax Evasion Opportunities and Labor Supply

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  • Doerrenberg, Philipp

    (University of Mannheim)

  • Duncan, Denvil

    (Indiana University)

Abstract

Motivated by the observation that access to evasion opportunities is distributed heterogeneously across the labor market, this paper examines the extent to which labor supply elasticities with respect to tax rates depend on such evasion opportunities. We first discuss the channels through which access to evasion affects labor supply responses and then set up a laboratory experiment in which all participants undertake a real-effort task over several rounds. Subjects face a tax rate, which varies across rounds and are required to pay taxes on earned income. The treatment group is given the opportunity to underreport income while the control group is not. We find that participants in the treatment group have significantly larger effort responses to changes in the net-of-tax rate than participants in the control group; suggesting that both groups indeed react differently to taxes.

Suggested Citation

  • Doerrenberg, Philipp & Duncan, Denvil, 2012. "Experimental Evidence on the Relationship between Tax Evasion Opportunities and Labor Supply," IZA Discussion Papers 6914, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp6914
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    1. Benno Torgler, 2002. "Speaking to Theorists and Searching for Facts: Tax Morale and Tax Compliance in Experiments," Journal of Economic Surveys, Wiley Blackwell, vol. 16(5), pages 657-683, December.
    2. Alm, James & Cherry, Todd & Jones, Michael & McKee, Michael, 2010. "Taxpayer information assistance services and tax compliance behavior," Journal of Economic Psychology, Elsevier, vol. 31(4), pages 577-586, August.
    3. Slemrod,Joel, 1997. "Tax Progressivity and Income Inequality," Cambridge Books, Cambridge University Press, number 9780521587761, September.
    4. Blumkin, Tomer & Ruffle, Bradley J. & Ganun, Yosef, 2012. "Are income and consumption taxes ever really equivalent? Evidence from a real-effort experiment with real goods," European Economic Review, Elsevier, vol. 56(6), pages 1200-1219.
    5. Rolf Aaberge & Ugo Colombino, 2005. "Designing Optimal Taxes With a Microeconometric Model of Household Labour Supply," Public Economics 0510013, University Library of Munich, Germany.
    6. Raj Chetty & John N. Friedman & Emmanuel Saez, 2013. "Using Differences in Knowledge across Neighborhoods to Uncover the Impacts of the EITC on Earnings," American Economic Review, American Economic Association, vol. 103(7), pages 2683-2721, December.
    7. Graetz, Michael J & Reinganum, Jennifer F & Wilde, Louis L, 1986. "The Tax Compliance Game: Toward an Interactive Theory of Law Enforcement," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 2(1), pages 1-32, Spring.
    8. Alm, James & Jackson, Betty & McKee, Michael, 1992. "Institutional Uncertainty and Taxpayer Compliance," American Economic Review, American Economic Association, vol. 82(4), pages 1018-1026, September.
    9. Rolf Aaberge & Ugo Colombino, 2013. "Using a Microeconometric Model of Household Labour Supply to Design Optimal Income Taxes," Scandinavian Journal of Economics, Wiley Blackwell, vol. 115(2), pages 449-475, April.
    10. Joel Slemrod, 2001. "A General Model of the Behavioral Response to Taxation," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 8(2), pages 119-128, March.
    11. Dulleck, Uwe & Fooken, Jonas & Newton, Cameron & Ristl, Andrea & Schaffner, Markus & Torgler, Benno, 2016. "Tax compliance and psychic costs: Behavioral experimental evidence using a physiological marker," Journal of Public Economics, Elsevier, vol. 134(C), pages 9-18.
    12. Heim, Bradley T., 2010. "The responsiveness of self-employment income to tax rate changes," Labour Economics, Elsevier, vol. 17(6), pages 940-950, December.
    13. Bargain, Olivier B. & Orsini, Kristian & Peichl, Andreas, 2011. "Labor Supply Elasticities in Europe and the US," IZA Discussion Papers 5820, Institute of Labor Economics (IZA).
    14. David Gill & Victoria Prowse, 2014. "Gender differences and dynamics in competition: The role of luck," Quantitative Economics, Econometric Society, vol. 5, pages 351-376, July.
    15. Victoria Prowse & David Gill, 2009. "A Novel Computerized Real Effort Task Based on Sliders," Economics Series Working Papers 435, University of Oxford, Department of Economics.
    16. Cowell, Frank A., 1985. "Tax evasion with labour income," Journal of Public Economics, Elsevier, vol. 26(1), pages 19-34, February.
    17. Raj Chetty & Adam Looney & Kory Kroft, 2009. "Salience and Taxation: Theory and Evidence," American Economic Review, American Economic Association, vol. 99(4), pages 1145-1177, September.
    18. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 171-178, June.
    19. Rupert Sausgruber & Jean-Robert Tyran, 2005. "Testing the Mill hypothesis of fiscal illusion," Public Choice, Springer, vol. 122(1), pages 39-68, January.
    20. Gill, David & Prowse, Victoria & Vlassopoulos, Michael, 2013. "Cheating in the workplace: An experimental study of the impact of bonuses and productivity," Journal of Economic Behavior & Organization, Elsevier, vol. 96(C), pages 120-134.
    21. Martin Fochmann & Joachim Weimann, 2013. "The Effects of Tax Salience and Tax Experience on Individual Work Efforts in a Framed Field Experiment," FinanzArchiv: Public Finance Analysis, Mohr Siebeck, Tübingen, vol. 69(4), pages 511-542, December.
    22. Alm, James & Jackson, Betty R. & McKee, Michael, 2009. "Getting the word out: Enforcement information dissemination and compliance behavior," Journal of Public Economics, Elsevier, vol. 93(3-4), pages 392-402, April.
    23. Heinz König & François Laisney & Michael Lechner & Winfried Pohlmeier, 1995. "Tax Illusion and Labour Supply of Married Women: Evidence from German Data," Kyklos, Wiley Blackwell, vol. 48(3), pages 347-368, August.
    24. Elena Cettolin & Arno Riedl, 2017. "Justice Under Uncertainty," Management Science, INFORMS, vol. 63(11), pages 3739-3759, November.
    25. Gerhard Riener & Simon Wiederhold, 2011. "On Social Identity, Subjective Expectations, and the Costs of Control," Jena Economics Research Papers 2011-035, Friedrich-Schiller-University Jena.
    26. James Alm, 2012. "Measuring, explaining, and controlling tax evasion: lessons from theory, experiments, and field studies," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 19(1), pages 54-77, February.
    27. David Gill & Victoria Prowse, 2012. "A Structural Analysis of Disappointment Aversion in a Real Effort Competition," American Economic Review, American Economic Association, vol. 102(1), pages 469-503, February.
    28. Martin Fochmann & Joachim Weimann & Kay Blaufus & Jochen Hundsdoerfer & Dirk Kiesewetter, 2013. "Net Wage Illusion in a Real-Effort Experiment," Scandinavian Journal of Economics, Wiley Blackwell, vol. 115(2), pages 476-484, April.
    29. Fortin, Bernard & Lacroix, Guy & Villeval, Marie-Claire, 2007. "Tax evasion and social interactions," Journal of Public Economics, Elsevier, vol. 91(11-12), pages 2089-2112, December.
    30. Armin Falk & James J. Heckman, 2009. "Lab Experiments are a Major Source of Knowledge in the Social Sciences," CESifo Working Paper Series 2894, CESifo.
    31. Doerrenberg, Philipp & Duncan, Denvil & Fuest, Clemens & Peichl, Andreas, 2012. "Nice Guys Finish Last: Are People with Higher Tax Morale Taxed More Heavily?," IZA Discussion Papers 6275, Institute of Labor Economics (IZA).
    32. Steven D. Levitt & John A. List, 2007. "What Do Laboratory Experiments Measuring Social Preferences Reveal About the Real World?," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 153-174, Spring.
    33. 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.
    34. Dulleck, Uwe & Fooken, Jonas & Newton, Cameron & Ristl, Andrea & Schaffner, Markus & Torgler, Benno, 2016. "Tax compliance and psychic costs: Behavioral experimental evidence using a physiological marker," Journal of Public Economics, Elsevier, vol. 134(C), pages 9-18.
    35. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    36. Olivier Bargain & Kristian Orsini & Andreas Peichl, 2014. "Comparing Labor Supply Elasticities in Europe and the United States: New Results," Journal of Human Resources, University of Wisconsin Press, vol. 49(3), pages 723-838.
    37. Slemrod, Joel & Kopczuk, Wojciech, 2002. "The optimal elasticity of taxable income," Journal of Public Economics, Elsevier, vol. 84(1), pages 91-112, April.
    38. Hammermann, Andrea & Mohnen, Alwine & Nieken, Petra, 2012. "Whom to Choose as a Team Mate? A Lab Experiment about In-Group Favouritism," IZA Discussion Papers 6286, Institute of Labor Economics (IZA).
    39. Halla Martin, 2012. "Tax Morale and Compliance Behavior: First Evidence on a Causal Link," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 12(1), pages 1-27, April.
    40. 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.
    41. Sijbren Cnossen & Hans-Werner Sinn (ed.), 2003. "Public Finance and Public Policy in the New Century," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262033046, April.
    42. repec:bla:kyklos:v:48:y:1995:i:3:p:347-68 is not listed on IDEAS
    43. Victoria Prowse & David Gill, 2009. "A Novel Computerized Real Effort Task Based on Sliders," Economics Series Working Papers 435, University of Oxford, Department of Economics.
    44. Michael P. Keane, 2011. "Labor Supply and Taxes: A Survey," Journal of Economic Literature, American Economic Association, vol. 49(4), pages 961-1075, December.
    45. James Andreoni & Brian Erard & Jonathan Feinstein, 1998. "Tax Compliance," Journal of Economic Literature, American Economic Association, vol. 36(2), pages 818-860, June.
    46. Charness, Gary & Kuhn, Peter, 2011. "Lab Labor: What Can Labor Economists Learn from the Lab?," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 3, pages 229-330, Elsevier.
    47. Benno Torgler, 2007. "Tax Compliance and Tax Morale," Books, Edward Elgar Publishing, number 4096.
    48. 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.
    49. Philipp Doerrenberg & Andreas Peichl, 2013. "Progressive taxation and tax morale," Public Choice, Springer, vol. 155(3), pages 293-316, June.
    50. Kai A. Konrad & Salmai Qari, 2012. "The Last Refuge of a Scoundrel? Patriotism and Tax Compliance," Economica, London School of Economics and Political Science, vol. 79(315), pages 516-533, July.
    51. Robert Slonim & Alvin E. Roth, 1998. "Learning in High Stakes Ultimatum Games: An Experiment in the Slovak Republic," Econometrica, Econometric Society, vol. 66(3), pages 569-596, May.
    52. Eckel, Catherine C. & Grossman, Philip J., 1996. "Altruism in Anonymous Dictator Games," Games and Economic Behavior, Elsevier, vol. 16(2), pages 181-191, October.
    53. Konrad, Kai A. & Qari, Salmai, 2012. "The Last Refuge of a Scoundrel?," Munich Reprints in Economics 13960, University of Munich, Department of Economics.
    54. Allingham, Michael G. & Sandmo, Agnar, 1972. "Income tax evasion: a theoretical analysis," Journal of Public Economics, Elsevier, vol. 1(3-4), pages 323-338, November.
    55. James Alm & Keith Finlay, 2013. "Who Benefits from Tax Evasion?," Economic Analysis and Policy, Elsevier, vol. 43(2), pages 139-154, September.
    56. Knut Røed & Steinar Strøm, 2002. "Progressive Taxes and the Labour Market: Is the Trade–off Between Equality and Efficiency Inevitable?," Journal of Economic Surveys, Wiley Blackwell, vol. 16(1), pages 77-110, February.
    57. repec:bla:jecsur:v:16:y:2002:i:5:p:657-83 is not listed on IDEAS
    58. Rosen, Harvey S, 1976. "Taxes in a Labor Supply Model with Joint Wage-Hours Determination," Econometrica, Econometric Society, vol. 44(3), pages 485-507, May.
    59. Sandmo, Agnar, 1981. "Income tax evasion, labour supply, and the equity--efficiency tradeoff," Journal of Public Economics, Elsevier, vol. 16(3), pages 265-288, December.
    60. Bastani, Spencer & Selin, Håkan, 2014. "Bunching and non-bunching at kink points of the Swedish tax schedule," Journal of Public Economics, Elsevier, vol. 109(C), pages 36-49.
    61. Joel Slemrod, 2007. "Cheating Ourselves: The Economics of Tax Evasion," Journal of Economic Perspectives, American Economic Association, vol. 21(1), pages 25-48, Winter.
    62. Rosen, Harvey S, 1976. "Tax Illusion and the Labor Supply of Married Women," The Review of Economics and Statistics, MIT Press, vol. 58(2), pages 167-172, May.
    63. Amy Finkelstein, 2009. "E-ztax: Tax Salience and Tax Rates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(3), pages 969-1010.
    64. Emmanuel Saez, 2010. "Do Taxpayers Bunch at Kink Points?," American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 180-212, August.
    65. 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.
    66. Olivier Bargain & Kristian Orsini & Andreas Peichl, 2012. "Comparing Labor Supply Elasticities in Europe and the US: New Results," SOEPpapers on Multidisciplinary Panel Data Research 525, DIW Berlin, The German Socio-Economic Panel (SOEP).
    67. Bradley T. Heim, 2009. "The effect of recent tax changes on taxable income: Evidence from a new panel of tax returns," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 28(1), pages 147-163.
    68. Lemieux, Thomas & Fortin, Bernard & Frechette, Pierre, 1994. "The Effect of Taxes on Labor Supply in the Underground Economy," American Economic Review, American Economic Association, vol. 84(1), pages 231-254, March.
    69. Armin Falk & Stephan Meier & Christian Zehnder, 2013. "Do Lab Experiments Misrepresent Social Preferences? The Case Of Self-Selected Student Samples," Journal of the European Economic Association, European Economic Association, vol. 11(4), pages 839-852, August.
    70. Falk, Armin & Fehr, Ernst, 2003. "Why labour market experiments?," Labour Economics, Elsevier, vol. 10(4), pages 399-406, August.
    71. Pencavel, John H., 1979. "A note on income tax evasion, labor supply, and nonlinear tax schedules," Journal of Public Economics, Elsevier, vol. 12(1), pages 115-124, August.
    72. Philipp Doerrenberg & Denvil Duncan, 2014. "Distributional Implications of Tax Evasion," Public Finance Review, , vol. 42(6), pages 720-744, November.
    73. Djawadi, Behnud Mir & Fahr, René, 2013. "The Impact of Tax Knowledge and Budget Spending Influence on Tax Compliance," IZA Discussion Papers 7255, Institute of Labor Economics (IZA).
    74. Frederiksen, Anders & Graversen, Ebbe Krogh & Smith, Nina, 2005. "Tax evasion and work in the underground sector," Labour Economics, Elsevier, vol. 12(5), pages 613-628, October.
    75. Joel Slemrod & Caroline Weber, 2012. "Evidence of the invisible: toward a credibility revolution in the empirical analysis of tax evasion and the informal economy," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 19(1), pages 25-53, February.
    76. repec:qut:qubewp:001 is not listed on IDEAS
    77. Dickinson, David L, 1999. "An Experimental Examination of Labor Supply and Work Intensities," Journal of Labor Economics, University of Chicago Press, vol. 17(4), pages 638-670, October.
    78. Alm, James & Torgler, Benno, 2006. "Culture differences and tax morale in the United States and in Europe," Journal of Economic Psychology, Elsevier, vol. 27(2), pages 224-246, April.
    79. Henrik Jacobsen Kleven & Martin B. Knudsen & Claus Thustrup Kreiner & Søren Pedersen & Emmanuel Saez, 2011. "Unwilling or Unable to Cheat? Evidence From a Tax Audit Experiment in Denmark," Econometrica, Econometric Society, vol. 79(3), pages 651-692, May.
    80. Greiner, Ben, 2004. "An Online Recruitment System for Economic Experiments," MPRA Paper 13513, University Library of Munich, Germany.
    81. Denvil Duncan & Klara Sabirianova Peter, 2010. "Does labour supply respond to a flat tax?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 18(2), pages 365-404, April.
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    More about this item

    Keywords

    lab experiment; taxable income; labor supply; tax evasion; taxes;
    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
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply

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