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Audits, Audit Effectiveness, and Post-audit Tax Compliance

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  • Matthias Kasper

    (Tulane Economics and University of Vienna)

  • James Alm

    (Tulane Economics)

Abstract

This study uses a laboratory experiment to investigate the effect of tax audits on post-audit tax compliance. An important feature of our experimental design is the addition of audit ”effectiveness” to our audit mechanism, where effectiveness is defined as the share of undeclared income that the tax agency detects in an audit. This addition allows us to examine the effects of audit effectiveness on post-audit compliance. We also study whether tax audits have differential effects on different types of taxpayers, as distinguished by their prior reporting behavior. Contrary to theoretical predictions, we find that tax audits have differential effects on post-audit compliance and that the effectiveness of audits determines these responses; that is, while effective audits increase post-audit tax compliance, ineffective audits have the opposite effect. We also find that tax audits (whether effective or not) increase subsequent compliance of noncompliant taxpayers while they reduce compliance among individuals who have been found to report their income correctly. Finally, we find no evidence that tax audits crowd out the intrinsic motivation to comply of honest individuals. Our findings suggest that the specific deterrent effect of tax audits is more ambiguous than much previous analysis suggests, with these effects dependent on the effectiveness of the audit process and on the taxpayer’s prior reporting behavior.

Suggested Citation

  • Matthias Kasper & James Alm, 2020. "Audits, Audit Effectiveness, and Post-audit Tax Compliance," Working Papers 2010, Tulane University, Department of Economics.
  • Handle: RePEc:tul:wpaper:2010
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    1. Olsen, Jerome & Kasper, Matthias & Enachescu, Janina & Benk, Serkan & Budak, Tamer & Kirchler, Erich, 2018. "Emotions and tax compliance among small business owners: An experimental survey," International Review of Law and Economics, Elsevier, vol. 56(C), pages 42-52.
    2. Dillenberger, David, 2008. "Preferences for One-Shot Resolution of Uncertainty and Allais-Type Behavior," MPRA Paper 8342, University Library of Munich, Germany.
    3. Kirchler, Erich & Hoelzl, Erik & Wahl, Ingrid, 2008. "Enforced versus voluntary tax compliance: The "slippery slope" framework," Journal of Economic Psychology, Elsevier, vol. 29(2), pages 210-225, April.
    4. David Dillenberger, 2010. "Preferences for One‐Shot Resolution of Uncertainty and Allais‐Type Behavior," Econometrica, Econometric Society, vol. 78(6), pages 1973-2004, November.
    5. Steven Shavell & A. Mitchell Polinsky, 2000. "The Economic Theory of Public Enforcement of Law," Journal of Economic Literature, American Economic Association, vol. 38(1), pages 45-76, March.
    6. Bernasconi, Michele, 1998. "Tax evasion and orders of risk aversion," Journal of Public Economics, Elsevier, vol. 67(1), pages 123-134, January.
    7. Kirchler,Erich, 2007. "The Economic Psychology of Tax Behaviour," Cambridge Books, Cambridge University Press, number 9780521876742.
    8. Jonathan S. Feinstein, 1991. "An Econometric Analysis of Income Tax Evasion and its Detection," RAND Journal of Economics, The RAND Corporation, vol. 22(1), pages 14-35, Spring.
    9. Gary S. Becker, 1974. "Crime and Punishment: An Economic Approach," NBER Chapters, in: Essays in the Economics of Crime and Punishment, pages 1-54, National Bureau of Economic Research, Inc.
    10. Harrison, Glenn W. & Martínez-Correa, Jimmy & Swarthout, J. Todd, 2015. "Reduction of compound lotteries with objective probabilities: Theory and evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 119(C), pages 32-55.
    11. Gemmell, Norman & Ratto, Marisa, 2012. "Behavioral Responses to Taxpayer Audits: Evidence From Random Taxpayer Inquiries," National Tax Journal, National Tax Association;National Tax Journal, vol. 65(1), pages 33-57, March.
    12. Srinivasan, T. N., 1973. "Tax evasion: A model," Journal of Public Economics, Elsevier, vol. 2(4), pages 339-346.
    13. Kastlunger, Barbara & Kirchler, Erich & Mittone, Luigi & Pitters, Julia, 2009. "Sequences of audits, tax compliance, and taxpaying strategies," Journal of Economic Psychology, Elsevier, vol. 30(3), pages 405-418, June.
    14. Dietrich Earnhart & Lana Friesen, 2013. "Can Punishment Generate Specific Deterrence Without Updating? Analysis of a Stated Choice Scenario," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 56(3), pages 379-397, November.
    15. Ben Greiner, 2015. "Subject pool recruitment procedures: organizing experiments with ORSEE," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 114-125, July.
    16. Scotchmer, Suzanne & Slemrod, Joel, 1989. "Randomness in tax enforcement," Journal of Public Economics, Elsevier, vol. 38(1), pages 17-32, February.
    17. James Alm, 2019. "What Motivates Tax Compliance?," Journal of Economic Surveys, Wiley Blackwell, vol. 33(2), pages 353-388, April.
    18. Joel Slemrod, 2019. "Tax Compliance and Enforcement," Journal of Economic Literature, American Economic Association, vol. 57(4), pages 904-954, December.
    19. 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.
    20. Smith, Vernon L, 1982. "Microeconomic Systems as an Experimental Science," American Economic Review, American Economic Association, vol. 72(5), pages 923-955, December.
    21. Michele Bernasconi & Alberto Zanardi, 2004. "Tax Evasion, Tax Rates, and Reference Dependence," FinanzArchiv: Public Finance Analysis, Mohr Siebeck, Tübingen, vol. 60(3), pages 422-445, September.
    22. Prokosheva, Sasha, 2016. "Comparing decisions under compound risk and ambiguity: The importance of cognitive skills," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 64(C), pages 94-105.
    23. Mendoza, Juan P. & Wielhouwer, Jacco L. & Kirchler, Erich, 2017. "The backfiring effect of auditing on tax compliance," Journal of Economic Psychology, Elsevier, vol. 62(C), pages 284-294.
    24. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    25. Valerie Braithwaite, 2009. "Defiance in Taxation and Governance," Books, Edward Elgar Publishing, number 12542.
    26. 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.
    27. Yaniv, Gideon, 1999. "Tax Compliance and Advance Tax Payments: A Prospect Theory Analysis," National Tax Journal, National Tax Association, vol. 52(n. 4), pages 753-64, December.
    28. Sebastian Beer & Matthias Kasper & Erich Kirchler & Brian Erard, 0. "Do Audits Deter or Provoke Future Tax Noncompliance? Evidence on Self-Employed Taxpayers," CESifo Economic Studies, CESifo, vol. 66(3), pages 248-264.
    29. Arthur Snow & Ronald S. Warren Jr., 2007. "Audit Uncertainty, Bayesian Updating, and Tax Evasion," Public Finance Review, , vol. 35(5), pages 555-571, September.
    30. Francesco Guala & Luigi Mittone, 2005. "Experiments in economics: External validity and the robustness of phenomena," Journal of Economic Methodology, Taylor & Francis Journals, vol. 12(4), pages 495-515.
    31. James Andreoni & Brian Erard & Jonathan Feinstein, 1998. "Tax Compliance," Journal of Economic Literature, American Economic Association, vol. 36(2), pages 818-860, June.
    32. Keen, Michael & Slemrod, Joel, 2017. "Optimal tax administration," Journal of Public Economics, Elsevier, vol. 152(C), pages 133-142.
    33. Sebastian Beer & Matthias Kasper & Erich Kirchler & Brian Erard, 2020. "Do Audits Deter or Provoke Future Tax Noncompliance? Evidence on Self-Employed Taxpayers," CESifo Economic Studies, CESifo, vol. 66(3), pages 248-264.
    34. Arun Advani & William Elming & Jonathan Shaw, 2023. "The Dynamic Effects of Tax Audits," The Review of Economics and Statistics, MIT Press, vol. 105(3), pages 545-561, May.
    35. Mittone, Luigi, 2006. "Dynamic behaviour in tax evasion: An experimental approach," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 35(5), pages 813-835, October.
    36. Bruno S. Frey, 1997. "Not Just for the Money," Books, Edward Elgar Publishing, number 1183.
    37. repec:dau:papers:123456789/11056 is not listed on IDEAS
    38. Alm, James & McClelland, Gary H. & Schulze, William D., 1992. "Why do people pay taxes?," Journal of Public Economics, Elsevier, vol. 48(1), pages 21-38, June.
    39. Alm, James & Jacobson, Sarah, 2007. "Using Laboratory Experimentsin Public Economics," National Tax Journal, National Tax Association;National Tax Journal, vol. 60(1), pages 129-152, March.
    40. Mittone, Luigi & Panebianco, Fabrizio & Santoro, Alessandro, 2017. "The bomb-crater effect of tax audits: Beyond the misperception of chance," Journal of Economic Psychology, Elsevier, vol. 61(C), pages 225-243.
    41. Mittone, Luigi & Panebianco, Fabrizio & Santoro, Alessandro, 2017. "The bomb-crater effect of tax audits: Beyond the misperception of chance," Journal of Economic Psychology, Elsevier, vol. 61(C), pages 225-243.
    42. Maciejovsky, Boris & Kirchler, Erich & Schwarzenberger, Herbert, 2007. "Misperception of chance and loss repair: On the dynamics of tax compliance," Journal of Economic Psychology, Elsevier, vol. 28(6), pages 678-691, December.
    43. Matthew D. Rablen, 2014. "Audit Probability versus Effectiveness: The Beckerian Approach Revisited," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 16(2), pages 322-342, April.
    44. Spicer, Michael W. & Hero, Rodney E., 1985. "Tax evasion and heuristics : A research note," Journal of Public Economics, Elsevier, vol. 26(2), pages 263-267, March.
    45. Michael P. Haselhuhn & Devin G. Pope & Maurice E. Schweitzer & Peter Fishman, 2012. "The Impact of Personal Experience on Behavior: Evidence from Video-Rental Fines," Management Science, INFORMS, vol. 58(1), pages 52-61, January.
    46. Yaniv, Gideon, 1999. "Tax Compliance and Advance Tax Payments: A Prospect Theory Analysis," National Tax Journal, National Tax Association;National Tax Journal, vol. 52(4), pages 753-764, December.
    47. Daniel S. Nagin, 2013. "Deterrence: A Review of the Evidence by a Criminologist for Economists," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 83-105, May.
    48. Bergman, Marcelo & Nevarez, Armando, 2006. "Do Audits Enhance Compliance? An Empirical Assessment of VAT Enforcement," National Tax Journal, National Tax Association;National Tax Journal, vol. 59(4), pages 817-832, December.
    49. Bernasconi, Michele & Bernhofer, Juliana, 2020. "Catch Me If You Can: Testing the reduction of compound lotteries axiom in a tax compliance experiment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 84(C).
    50. Brian Erard & Jonathan S. Feinstein, 1994. "Honesty and Evasion in the Tax Compliance Game," RAND Journal of Economics, The RAND Corporation, vol. 25(1), pages 1-19, Spring.
    51. Michael McKee & Caleb A. Siladke & Christian A. Vossler, 2018. "Behavioral dynamics of tax compliance when taxpayer assistance services are available," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 25(3), pages 722-756, June.
    52. Alm, James & McKee, Michael, 2006. "Audit Certainty, Audit Productivity, and Taxpayer Compliance," National Tax Journal, National Tax Association;National Tax Journal, vol. 59(4), pages 801-816, December.
    53. Nigar Hashimzade & Gareth D. Myles & Binh Tran-Nam, 2013. "Applications Of Behavioural Economics To Tax Evasion," Journal of Economic Surveys, Wiley Blackwell, vol. 27(5), pages 941-977, December.
    54. Jason DeBacker & Bradley T. Heim & Anh Tran & Alexander Yuskavage, 2018. "Once Bitten, Twice Shy? The Lasting Impact of Enforcement on Tax Compliance," Journal of Law and Economics, University of Chicago Press, vol. 61(1), pages 1-35.
    55. Simonsohn, Uri & Karlsson, Niklas & Loewenstein, George & Ariely, Dan, 2008. "The tree of experience in the forest of information: Overweighing experienced relative to observed information," Games and Economic Behavior, Elsevier, vol. 62(1), pages 263-286, January.
    56. Dhami, Sanjit & al-Nowaihi, Ali, 2007. "Why do people pay taxes? Prospect theory versus expected utility theory," Journal of Economic Behavior & Organization, Elsevier, vol. 64(1), pages 171-192, September.
    57. Enachescu, Janina & Olsen, Jerome & Kogler, Christoph & Zeelenberg, Marcel & Breugelmans, Seger M. & Kirchler, Erich, 2019. "The role of emotions in tax compliance behavior: A mixed-methods approach," Journal of Economic Psychology, Elsevier, vol. 74(C).
    58. Aaron Chalfin & Justin McCrary, 2017. "Criminal Deterrence: A Review of the Literature," Journal of Economic Literature, American Economic Association, vol. 55(1), pages 5-48, March.
    59. Yitzhaki, Shlomo, 1974. "Income tax evasion: A theoretical analysis," Journal of Public Economics, Elsevier, vol. 3(2), pages 201-202, May.
    60. Hu, Fangtingyu & Ben-Ner, Avner, 2020. "The effects of feedback on lying behavior: Experimental evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 171(C), pages 24-34.
    61. 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.
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    1. Sunardi Sunardi & Theresia Woro Damayanti & Supramono Supramono & Yustinus Budi Hermanto, 2022. "Gender, Perception of Audits, Access to Finance, and Self-Assessed Corporate Tax Compliance," Economies, MDPI, vol. 10(3), pages 1-12, March.
    2. James Alm & Lilith Burgstaller & Arrita Domi & Amanda März & Matthias Kasper, 2023. "Nudges, Boosts, and Sludge: Using New Behavioral Approaches to Improve Tax Compliance," Economies, MDPI, vol. 11(9), pages 1-22, September.
    3. Ferrara, Giancarlo & Bucci, Valeria & Campagna, Arianna, 2023. "Audit, presumptive taxation and efficiency: An integrated approach for tax compliance analysis," Economic Systems, Elsevier, vol. 47(3).
    4. Columbus, Simon & Feld, Lars P. & Kasper, Matthias & Rablen, Matthew D., 2023. "Behavioural Responses to Unfair Institutions: Experimental Evidence on Rule Compliance, Norm Polarisation, and Trust," IZA Discussion Papers 16346, Institute of Labor Economics (IZA).
    5. Angelica Buboi (Danaila), 2023. "Overall Impact of Specific Regulations on the Statutory Auditor's Behavior," Ovidius University Annals, Economic Sciences Series, Ovidius University of Constantza, Faculty of Economic Sciences, vol. 0(1), pages 265-275, August.
    6. Dzhumashev, Ratbek & Levaggi, Rosella & Menoncin, Francesco, 2023. "Optimal tax enforcement with productive public inputs," Economic Modelling, Elsevier, vol. 126(C).
    7. Lancee, Bora & Rossel, Lucia & Kasper, Matthias, 2023. "When the agency wants too much: Experimental evidence on unfair audits and tax compliance," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 406-442.
    8. Hartmann, Andre J. & Gangl, Katharina & Kasper, Matthias & Kirchler, Erich & Kocher, Martin G. & Mueller, Martin & Sonntag, Axel, 2022. "The economic crisis during the COVID-19 pandemic has a negative effect on tax compliance: Results from a scenario study in Austria," Journal of Economic Psychology, Elsevier, vol. 93(C).
    9. Hebous, Shafik & Jia, Zhiyang & Løyland, Knut & Thoresen, Thor O. & Øvrum, Arnstein, 2023. "Do Audits Improve Future Tax Compliance in the Absence of Penalties? Evidence from Random Audits in Norway," Journal of Economic Behavior & Organization, Elsevier, vol. 207(C), pages 305-326.
    10. Kasper, Matthias & Rablen, Matthew D., 2023. "Tax compliance after an audit: Higher or lower?," Journal of Economic Behavior & Organization, Elsevier, vol. 207(C), pages 157-171.
    11. Eberhartinger, Eva & Safaei, Reyhaneh & Sureth, Caren & Wu, Yuchen, 2021. "Are risk-based tax audit stretegies rewarded? An analysis of corporate tax avoidance," arqus Discussion Papers in Quantitative Tax Research 267, arqus - Arbeitskreis Quantitative Steuerlehre.

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    Keywords

    Tax compliance; Audit effectiveness; Specific deterrence; General deterrence; Laboratory experiments.;
    All these keywords.

    JEL classification:

    • C9 - Mathematical and Quantitative Methods - - Design of Experiments
    • H26 - Public Economics - - Taxation, Subsidies, and Revenue - - - Tax Evasion and Avoidance
    • H83 - Public Economics - - Miscellaneous Issues - - - Public Administration

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