Measuring and explaining tax evasion: Improving self-reports using the crosswise model

Abstract Due to its sensitive nature, tax compliance is difficult to study empirically, and valid information on tax evasion is rare. More specifically, when directly asked on surveys, respondents are likely to underreport their evasion behavior. Such invalid responses not only bias prevalence estimates but may also obscure associations with individual predictors. To generate more valid estimates of tax evasion, we used a new method of data collection for sensitive questions, the crosswise model (CM). The CM is conceptually based on the randomized response technique (RRT), but due to its advanced design, it is better suited for large surveys than classical RRTs. In an experimental online survey, we compared the CM ( N  = 862) to standard direct questioning (DQ; N  = 305). First, our results showed that the CM was able to elicit a higher proportion of self-stigmatizing reports of tax evasion by increasing privacy in the data collection process. Second, on average, we found stronger effects of our predictor variables on tax evasion in the CM condition compared with the DQ condition such that an egoistic personality and the opportunity for tax evasion predicted actual tax evasion only in the CM condition.

[1]  J. Cullis,et al.  Social Norms and Tax Compliance: Framing the Decision to Pay Tax , 2011 .

[2]  G. Tian,et al.  Two new models for survey sampling with sensitive characteristic: design and analysis , 2008 .

[3]  Friedrich Schneider,et al.  Shadow economies around the world: what do we really know? , 2005 .

[4]  Tinsley E. Yarbrough,et al.  Tax Ethics and Taxpayer Attitudes: A Survey , 1978 .

[5]  J. Slemrod Cheating ourselves: The economics of tax evasion , 2007 .

[6]  Hagen von Hermanni,et al.  Messung und Erklärung von Schwarzarbeit in Deutschland – Eine empirische Befragungsstudie unter besonderer Berücksichtigung des Problems der sozialen Erwünschtheit / Measuring and Explaining Undeclared Work in Germany – An Empirical Survey with a Special Focus on Social Desirability Bias , 2013 .

[7]  M. Voracek,et al.  Sex differences in tax compliance: Differentiating between demographic sex, gender-role orientation, and prenatal masculinization (2D:4D) , 2010 .

[8]  Wilbur J. Scott,et al.  Tax evasion and mechanisms of social control: A comparison with grand and petty theft , 1982 .

[9]  Rolf Ulrich,et al.  Asking sensitive questions: a statistical power analysis of randomized response models. , 2012, Psychological methods.

[10]  Samuel Himmelfarb,et al.  Social desirability and the randomized response technique. , 1982 .

[11]  Carole B. Burgoyne,et al.  Tax communication and social influence: evidence from a British sample , 1999 .

[12]  G. Myles,et al.  Social networks and occupational choice: The endogenous formation of attitudes and beliefs about tax compliance , 2014 .

[13]  Raymond M. Lee,et al.  Doing Research on Sensitive Topics , 1993 .

[14]  Peter G. M. van der Heijden,et al.  Meta-Analysis of Randomized Response Research , 2005 .

[15]  E. Kirchler,et al.  Rationality Versus Emotions: The Case of Tax Ethics and Compliance , 2012 .

[16]  Philip M. J. Reckers,et al.  THE INFLUENCE OF ETHICAL ATTITUDES ON TAXPAYER COMPLIANCE , 1994, National Tax Journal.

[17]  Arndt Bröder,et al.  Improving survey research on the World-Wide Web using the randomized response technique , 2001 .

[18]  K. Mccrohan The use of survey research to estimate trends in non-compliance with federal income taxes , 1982 .

[19]  O. John,et al.  Handbook of personality: Theory and research, 2nd ed. , 1999 .

[20]  Ben Jann RRLOGIT: Stata module to estimate logistic regression for randomized response data , 2005 .

[21]  Ernest R. Larkins,et al.  The Validity Of The Randomized Response Method In Tax Ethics Research , 2011 .

[22]  C. Traxler Social norms and conditional cooperative taxpayers , 2010 .

[23]  M. Cole,et al.  The prediction of self-reported and hypothetical tax-evasion: Evidence from England, France and Norway , 2001 .

[24]  J. Cullis,et al.  Learning in experiments: Dynamic interaction of policy variables designed to deter tax evasion , 2014 .

[25]  Did the Tax Reform Act of 1986 Improve Compliance? Three Studies of Pre‐ and Post‐TRA Compliance Attitudes* , 1993 .

[26]  P. Webley,et al.  The role of occupational taxpaying cultures in taxpaying behaviour and attitudes , 2009 .

[27]  Ben Jann,et al.  Estimating the Prevalence of Illicit Drug Use Among Students Using the Crosswise Model , 2014, Substance use & misuse.

[28]  E. Kirchler,et al.  Tax compliance inventory TAX-I: Designing an inventory for surveys of tax compliance , 2010 .

[29]  Benno Torgler,et al.  Do Ethics Matter? Tax Compliance and Morality , 2011 .

[30]  P. Costa,et al.  The five-factor theory of personality. , 2008 .

[31]  N. Schwarz,et al.  Thinking About Answers: The Application of Cognitive Processes to Survey Methodology , 1995, Quality of Life Research.

[32]  E. Kirchler,et al.  Misperception of chance and loss repair: On the dynamics of tax compliance , 2007 .

[33]  E. Kirchler,et al.  Targeting occupations with varying reputations to increase tax revenue , 2010 .

[34]  W. Edwards The theory of decision making. , 1954, Psychological bulletin.

[35]  B. Torgler,et al.  Gender and Public Attitudes Toward Corruption and Tax Evasion , 2010 .

[36]  T. Bjarnason,et al.  “But Everybody Does It…”: The Effects Of Perceptions, Moral Pressures, And Informal Sanctions On Tax Cheating , 2005 .

[37]  Michael Wenzel,et al.  Motivation or rationalisation? Causal relations between ethics, norms and tax compliance , 2005 .

[38]  Ulf Böckenholt,et al.  Log-Linear Randomized-Response Models Taking Self-Protective Response Behavior Into Account , 2007 .

[39]  M. Villeval,et al.  Tax Evasion and Social Interactions , 2004, SSRN Electronic Journal.

[40]  Gerty J. L. M. Lensvelt-Mulders,et al.  Evaluating compliance with a computer assisted randomized response technique: a qualitative study into the origins of lying and cheating , 2007, Comput. Hum. Behav..

[41]  Tax morale and conditional cooperation , 2007 .

[42]  Ben Jann,et al.  Sensitive Questions in Online Surveys: Experimental Results for the Randomized Response Technique (RRT) and the Unmatched Count Technique (UCT) , 2011 .

[43]  P. Schmidt,et al.  Limited-Dependent and Qualitative Variables in Econometrics. , 1984 .

[44]  Rolf Becker,et al.  Social Class and Delinquency , 2006 .

[45]  Jodie Houston,et al.  A Survey of Tax Evasion Using the Randomized Response Technique , 2001, Contemporary Issues in Taxation Research.

[46]  Ben Jann,et al.  Plagiarism in Student Papers: Prevalence Estimates Using Special Techniques for Sensitive Questions , 2011 .

[47]  Michael Pickhardt,et al.  Behavioral dynamics of tax evasion – A survey , 2014 .

[48]  Ulf Böckenholt,et al.  Estimating the prevalence of sensitive behaviour and cheating with a dual design for direct questioning and randomized response , 2010, Journal of the Royal Statistical Society. Series C, Applied statistics.

[49]  S L Warner,et al.  Randomized response: a survey technique for eliminating evasive answer bias. , 1965, Journal of the American Statistical Association.

[50]  Ben Jann,et al.  Asking Sensitive Questions Using the Crosswise Model An Experimental Survey Measuring Plagiarism , 2012 .

[51]  Henk Elffers,et al.  Egoism: Concept, measurement and implications for deviance , 1999 .

[52]  Joel Slemrod,et al.  Taxpayer response to an increased probability of audit: evidence from a controlled experiment in Minnesota , 2001 .

[53]  Agnar Sandmo,et al.  Income tax evasion: a theoretical analysis , 1972 .

[54]  Erich Kirchler,et al.  Preconditions of Voluntary Tax Compliance: Knowledge and Evaluation of Taxation, Norms, Fairness, and Motivation to Cooperate. , 2008, Zeitschrift fur Psychologie.

[55]  Michael Wenzel,et al.  NATIONAL LIBRARY OF AUSTRALIA CATALOGUING-IN-PUBLICATION DATA: , 1995 .

[56]  J. Alm,et al.  Culture Differences and Tax Morale in the United States and in Europe , 2003 .

[57]  Edward A. G. Groenland,et al.  Tax evasion behavior: A psychological framework , 1983 .

[58]  Paul E. Tracy,et al.  Randomized Response: A Method for Sensitive Surveys , 1986 .

[59]  E. Kirchler The Economic Psychology of Tax Behaviour , 2007 .

[60]  J. Slemrod,et al.  Evidence of the invisible: toward a credibility revolution in the empirical analysis of tax evasion and the informal economy , 2012 .

[61]  Robert W. McGee,et al.  A Comparative Study on Perceived Ethics of Tax Evasion: Hong Kong Vs the United States , 2007 .

[62]  C. Adams,et al.  Small business owners' attitudes on VAT compliance in the UK , 2001 .

[63]  Jon A. Krosnick,et al.  Measuring Voter Turnout By Using The Randomized Response Technique , 2010 .

[64]  Ben Jann,et al.  Sensitive Questions in Online Surveys: An Experimental Evaluation of the Randomized Response Technique and the Crosswise Model , 2014 .

[65]  Ivar Krumpal Determinants of social desirability bias in sensitive surveys: a literature review , 2013 .

[66]  Sascha Hokamp Dynamics of tax evasion with back auditing, social norm updating, and public goods provision – An agent-based simulation , 2014 .

[67]  J. Alm Measuring, explaining, and controlling tax evasion: lessons from theory, experiments, and field studies , 2012 .

[68]  F. Schneider,et al.  Shadow Economies: Size, Causes, and Consequences , 2000 .

[69]  Henk Elffers,et al.  Exploring the limits of self-reports and reasoned action: An investigation of the psychology of tax evasion behavior. , 1988 .

[70]  Seymour Sudman,et al.  Thinking about Answers: The Application of Cognitive Process to Survey Methodology , 1996 .

[71]  M. Villeval,et al.  Tax evasion and emotions: An empirical test of re-integrative shaming theory , 2014 .

[72]  Cécile Bazart,et al.  Reciprocal relationships in tax compliance decisions , 2012 .

[73]  R. Tourangeau,et al.  Sensitive questions in surveys. , 2007, Psychological bulletin.

[74]  Ben Jann,et al.  Improving survey methods: lessons from recent research , 2014 .

[75]  A. Lewis,et al.  Individual, cognitive and cultural differences in tax compliance: UK and Italy compared , 2009 .