IDEAS home Printed from https://ideas.repec.org/a/eee/joepsy/v110y2025ics0167487025000601.html

Multidimensional tax compliance attitude

Author

Listed:
  • Bruns, Christoffer
  • Fochmann, Martin
  • Mohr, Peter N.C.
  • Torgler, Benno

Abstract

This paper theorizes that individuals’ tax compliance attitudes are characterized not only by interpersonal heterogeneity but also by intrapersonal heterogeneity. Utilizing three online surveys, we develop a multidimensional taxpayer typology based on factor and cluster analysis. Our findings underscore that taxpayers can be classified into two categories: (a) moralists and (b) rationalists. Notably, rationalists consistently exhibit lower tax compliance levels than their moralist counterparts. We introduce a questionnaire labeled the Tax Compliance Attitude Inventory (TCAI) alongside a classification algorithm. These tools enable users to categorize individuals in any dataset, applying the TCAI, as moralists and rationalists. The heterogeneity in taxpayer attitudes can primarily be attributed to differences in four key factors: (i) morale, (ii) monetary benefit, (iii) deterrence, and (iv) authority. Lastly, to demonstrate the practical application of our findings, we present an online experiment that tests our results using incentivized and out-of-sample data. Overall, this work provides an instrument for assessing taxpayer attitudes, predicting individuals’ tax compliance intentions, and personalizing behavioral interventions.

Suggested Citation

  • Bruns, Christoffer & Fochmann, Martin & Mohr, Peter N.C. & Torgler, Benno, 2025. "Multidimensional tax compliance attitude," Journal of Economic Psychology, Elsevier, vol. 110(C).
  • Handle: RePEc:eee:joepsy:v:110:y:2025:i:c:s0167487025000601
    DOI: 10.1016/j.joep.2025.102848
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167487025000601
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.joep.2025.102848?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. Frecknall-Hughes, Jane & Gangl, Katharina & Hofmann, Eva & Hartl, Barbara & Kirchler, Erich, 2023. "The influence of tax authorities on the employment of tax practitioners: Empirical evidence from a survey and interview study," Journal of Economic Psychology, Elsevier, vol. 97(C).
    4. Batrancea, Larissa & Nichita, Anca & Olsen, Jerome & Kogler, Christoph & Kirchler, Erich & Hoelzl, Erik & Weiss, Avi & Torgler, Benno & Fooken, Jonas & Fuller, Joanne & Schaffner, Markus & Banuri, She, 2019. "Trust and power as determinants of tax compliance across 44 nations," Journal of Economic Psychology, Elsevier, vol. 74(C).
    5. 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.
    6. Kirchler,Erich, 2007. "The Economic Psychology of Tax Behaviour," Cambridge Books, Cambridge University Press, number 9780521876742, August.
    7. Diana Falsetta & Jennifer K. Schafer & George T. Tsakumis, 2024. "How Government Spending Impacts Tax Compliance," Journal of Business Ethics, Springer, vol. 190(2), pages 513-530, March.
    8. Müller, Martin & Olsen, Jerome & Kirchler, Erich & Kogler, Christoph, 2023. "How explicit expected value information affects tax compliance decisions and information acquisition," Journal of Economic Psychology, Elsevier, vol. 99(C).
    9. Frey, Bruno S. & Torgler, Benno, 2007. "Tax morale and conditional cooperation," Journal of Comparative Economics, Elsevier, vol. 35(1), pages 136-159, March.
    10. James Alm, 2019. "What Motivates Tax Compliance?," Journal of Economic Surveys, Wiley Blackwell, vol. 33(2), pages 353-388, April.
    11. Joel Slemrod, 2019. "Tax Compliance and Enforcement," Journal of Economic Literature, American Economic Association, vol. 57(4), pages 904-954, December.
    12. Kirchler, Erich & Wahl, Ingrid, 2010. "Tax compliance inventory TAX-I: Designing an inventory for surveys of tax compliance," Journal of Economic Psychology, Elsevier, vol. 31(3), pages 331-346, June.
    13. Jonathan Farrar & Steven E. Kaplan & Linda Thorne, 2019. "The Effect of Interactional Fairness and Detection on Taxpayers’ Compliance Intentions," Journal of Business Ethics, Springer, vol. 154(1), pages 167-180, January.
    14. 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.
    15. Dina Pomeranz & José Vila-Belda, 2019. "Taking State-Capacity Research to the Field: Insights from Collaborations with Tax Authorities," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 755-781, August.
    16. Mills, Stuart, 2022. "Personalized nudging," Behavioural Public Policy, Cambridge University Press, vol. 6(1), pages 150-159, January.
    17. Nadja Dwenger & Henrik Kleven & Imran Rasul & Johannes Rincke, 2016. "Extrinsic and Intrinsic Motivations for Tax Compliance: Evidence from a Field Experiment in Germany," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 203-232, August.
    18. 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.
    19. Garcia, Filomena & Opromolla, Luca David & Vezzulli, Andrea & Marques, Rafael, 2020. "The effects of official and unofficial information on tax compliance," Journal of Economic Psychology, Elsevier, vol. 78(C).
    20. 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.
    21. Burgstaller, Lilith & Pfeil, Katharina, 2024. "You don’t need an invoice, do you? An online experiment on collaborative tax evasion," Journal of Economic Psychology, Elsevier, vol. 101(C).
    22. Essi Eerola & Tuomas Kosonen & Kaisa Kotakorpi & Teemu Lyytikäinen, 2026. "Tax Compliance in the Rental Housing Market: Evidence from a Field Experiment," American Economic Journal: Economic Policy, American Economic Association, vol. 18(2), pages 181-211, May.
    23. Gobena, Lemessa Bayissa & Van Dijke, Marius, 2017. "Fear and caring: Procedural justice, trust, and collective identification as antecedents of voluntary tax compliance," Journal of Economic Psychology, Elsevier, vol. 62(C), pages 1-16.
    24. Marcelo Bergolo & Rodrigo Ceni & Guillermo Cruces & Matias Giaccobasso & Ricardo Perez-Truglia, 2023. "Tax Audits as Scarecrows: Evidence from a Large-Scale Field Experiment," American Economic Journal: Economic Policy, American Economic Association, vol. 15(1), pages 110-153, February.
    25. Borgonovo, Emanuele & Caselli, Stefano & Cillo, Alessandra & Masciandaro, Donato & Rabitti, Giovanni, 2021. "Money, privacy, anonymity: What do experiments tell us?," Journal of Financial Stability, Elsevier, vol. 56(C).
    26. Dina Pomeranz, 2015. "No Taxation without Information: Deterrence and Self-Enforcement in the Value Added Tax," American Economic Review, American Economic Association, vol. 105(8), pages 2539-2569, August.
    27. Kastlunger, Barbara & Lozza, Edoardo & Kirchler, Erich & Schabmann, Alfred, 2013. "Powerful authorities and trusting citizens: The Slippery Slope Framework and tax compliance in Italy," Journal of Economic Psychology, Elsevier, vol. 34(C), pages 36-45.
    28. Kettle,Stewart & Hernandez,Marco & Ruda,Simon & Sanders,Michael, 2016. "Behavioral interventions in tax compliance : evidence from Guatemala," Policy Research Working Paper Series 7690, The World Bank.
    29. Kogler, Christoph & Batrancea, Larissa & Nichita, Anca & Pantya, Jozsef & Belianin, Alexis & Kirchler, Erich, 2013. "Trust and power as determinants of tax compliance: Testing the assumptions of the slippery slope framework in Austria, Hungary, Romania and Russia," Journal of Economic Psychology, Elsevier, vol. 34(C), pages 169-180.
    30. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    31. Coleman, Stephen, 1996. "The Minnesota income tax compliance experiment: State tax results," MPRA Paper 4827, University Library of Munich, Germany.
    32. Anne Brockmeyer & Alejandro Estefan & Karina Ramírez Arras & Juan Carlos Suárez Serrato, 2021. "Taxing Property in Developing Countries: Theory and Evidence from Mexico," NBER Working Papers 28637, National Bureau of Economic Research, Inc.
    33. Benno Torgler & Markus Schaffner & Alison Macintyre, 2007. "Tax Compliance, Tax Morale and Governance Quality," CREMA Working Paper Series 2007-17, Center for Research in Economics, Management and the Arts (CREMA).
    34. 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.
    35. Jan-Emmanuel De Neve & Clément Imbert & Johannes Spinnewijn & Teodora Tsankova & Maarten Luts, 2021. "How to Improve Tax Compliance? Evidence from Population-Wide Experiments in Belgium," Journal of Political Economy, University of Chicago Press, vol. 129(5), pages 1425-1463.
    36. Slemrod, Joel & Blumenthal, Marsha & Christian, Charles, 2001. "Taxpayer response to an increased probability of audit: evidence from a controlled experiment in Minnesota," Journal of Public Economics, Elsevier, vol. 79(3), pages 455-483, March.
    37. Casal, Sandro & Faillo, Marco & Mittone, Luigi, 2022. "I want to pay! - Identifying the Unconditional Tax Propensity (UTP)," Journal of Economic Behavior & Organization, Elsevier, vol. 197(C), pages 103-114.
    38. repec:bla:kyklos:v:48:y:1995:i:1:p:3-18 is not listed on IDEAS
    39. Fatas, Enrique & Nosenzo, Daniele & Sefton, Martin & Zizzo, Daniel John, 2021. "A self-funding reward mechanism for tax compliance," Journal of Economic Psychology, Elsevier, vol. 86(C).
    40. Schitter, Christian & Fleiß, Jürgen & Palan, Stefan, 2019. "To claim or not to claim: Anonymity, symmetric externalities and honesty," Journal of Economic Psychology, Elsevier, vol. 71(C), pages 13-36.
    41. Christoph Kogler & Stephan Muehlbacher & Erich Kirchler, 2015. "Testing the “slippery slope framework” among self-employed taxpayers," Economics of Governance, Springer, vol. 16(2), pages 125-142, May.
    42. James Alm & Antoine Malézieux, 2021. "40 years of tax evasion games: a meta-analysis," Experimental Economics, Springer;Economic Science Association, vol. 24(3), pages 699-750, September.
    43. Iyer, Govind S. & Reckers, Philip M.J. & Sanders, Debra L., 2010. "Increasing Tax Compliance in Washington State: A Field Experiment," National Tax Journal, National Tax Association;National Tax Journal, vol. 63(1), pages 7-32, March.
    44. Larissa M. Batrancea & Anca Nichita & Ruggero Agostini & Fabricio Batista Narcizo & Denis Forte & Samuel Paiva Neves Mamede & Ana Maria Roux-Cesar & Bozhidar Nedev & Leoš Vitek & József Pántya & Aidin, 2022. "A self-employed taxpayer experimental study on trust, power, and tax compliance in eleven countries," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-23, December.
    45. Hofmann, Eva & Voracek, Martin & Bock, Christine & Kirchler, Erich, 2017. "Tax compliance across sociodemographic categories: Meta-analyses of survey studies in 111 countries," Journal of Economic Psychology, Elsevier, vol. 62(C), pages 63-71.
    46. Hofmann, Eva & Hoelzl, Erik & Sabitzer, Thomas & Hartl, Barbara & Marth, Sarah & Penz, Elfriede, 2022. "Coercive and legitimate power in the sharing economy: Examining consumers’ cooperative behavior and trust," Journal of Economic Psychology, Elsevier, vol. 93(C).
    47. Benno Torgler & Markus Schaffner & Alison Macintyre, 2007. "Tax Compliance, Tax Morale and Governance Quality," CREMA Working Paper Series 2007-17, Center for Research in Economics, Management and the Arts (CREMA).
    48. Blumenthal, Marsha & Christian, Charles W. & Slemrod, Joel, 2001. "Do Normative Appeals Affect Tax Compliance? Evidence from a Controlled Experiment in Minnesota," National Tax Journal, National Tax Association, vol. 54(n. 1), pages 125-38, March.
    49. Vossler, Christian A. & McKee, Michael & Bruner, David M., 2021. "Behavioral effects of tax withholding on tax compliance: Implications for information initiatives," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 301-319.
    50. Peter John & Toby Blume, 2018. "How best to nudge taxpayers? The impact of message simplification and descriptive social norms on payment rates in a central London local authority," Journal of Behavioral Public Administration, Center for Experimental and Behavioral Public Administration, vol. 1(1).
    51. Wenzel, Michael, 2005. "Motivation or rationalisation? Causal relations between ethics, norms and tax compliance," Journal of Economic Psychology, Elsevier, vol. 26(4), pages 491-508, August.
    52. Christopher Hoy & Luke McKenzie & Mathias Sinning, 2024. "Improving Tax Compliance without Increasing Revenue: Evidence from Population-Wide Randomized Controlled Trials in Papua New Guinea," Economic Development and Cultural Change, University of Chicago Press, vol. 72(2), pages 691-723.
    53. Benno Torgler, 2007. "Tax Compliance and Tax Morale," Books, Edward Elgar Publishing, number 4096.
    54. James Alm & Benno Torgler, 2011. "Do Ethics Matter? Tax Compliance and Morality," Journal of Business Ethics, Springer, vol. 101(4), pages 635-651, July.
    55. Glenn Milligan & Martha Cooper, 1985. "An examination of procedures for determining the number of clusters in a data set," Psychometrika, Springer;The Psychometric Society, vol. 50(2), pages 159-179, June.
    56. Hallsworth, Michael & List, John A. & Metcalfe, Robert D. & Vlaev, Ivo, 2017. "The behavioralist as tax collector: Using natural field experiments to enhance tax compliance," Journal of Public Economics, Elsevier, vol. 148(C), pages 14-31.
    57. 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.
    58. Julian Jamison & Marco Hernandez & Ewa Korczyc & Nina Mazar & Roberto Sormani, 2017. "Applying Behavioral Insights to Improve Tax Collection," World Bank Publications - Reports 27528, The World Bank Group.
    59. Kettle, Stewart & Hernandez, Marco & Sanders, Michael & Hauser, Oliver & Ruda, Simon, 2017. "Failure to CAPTCHA Attention: Null Results from an Honesty Priming Experiment in Guatemala," Scholarly Articles 33490945, Harvard Kennedy School of Government.
    60. Kay Blaufus & Jonathan Bob & Philipp E. Otto & Nadja Wolf, 2017. "The Effect of Tax Privacy on Tax Compliance – An Experimental Investigation," European Accounting Review, Taylor & Francis Journals, vol. 26(3), pages 561-580, July.
    61. Lohse, Johannes & Rahal, Rima-Maria & Schulte-Mecklenbeck, Michael & Sofianos, Andis & Wollbrant, Conny, 2024. "Investigations of decision processes at the intersection of psychology and economics," Journal of Economic Psychology, Elsevier, vol. 103(C).
    62. Friedland, Nehemiah & Maital, Shlomo & Rutenberg, Aryeh, 1978. "A simulation study of income tax evasion," Journal of Public Economics, Elsevier, vol. 10(1), pages 107-116, August.
    63. Antinyan, Armenak & Asatryan, Zareh, 2019. "Nudging for tax compliance: A meta-analysis," ZEW Discussion Papers 19-055, ZEW - Leibniz Centre for European Economic Research.
    64. James Alm & Matthias Kasper, 2023. "Using behavioural economics to understand tax compliance," Economic and Political Studies, Taylor & Francis Journals, vol. 11(3), pages 279-294, July.
    65. Fochmann, Martin & Kroll, Eike B., 2016. "The effects of rewards on tax compliance decisions," Journal of Economic Psychology, Elsevier, vol. 52(C), pages 38-55.
    66. Torgler, Benno, 2006. "The importance of faith: Tax morale and religiosity," Journal of Economic Behavior & Organization, Elsevier, vol. 61(1), pages 81-109, September.
    67. Klaus Backhaus & Bernd Erichson & Sonja Gensler & Rolf Weiber & Thomas Weiber, 2021. "Multivariate Analysis," Springer Books, Springer, number 978-3-658-32589-3, March.
    68. Batrancea, Larissa M. & Kudła, Janusz & Błaszczak, Barbara & Kopyt, Mateusz, 2022. "Differences in tax evasion attitudes between students and entrepreneurs under the slippery slope framework," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 464-482.
    69. Blumenthal, Marsha & Christian, Charles W. & Slemrod, Joel, 2001. "Do Normative Appeals Affect Tax Compliance? Evidence From a Controlled Experiment in Minnesota," National Tax Journal, National Tax Association;National Tax Journal, vol. 54(1), pages 125-138, March.
    70. James Alm & Isabel Sanchez & Ana DE Juan, 1995. "Economic and Noneconomic Factors in Tax Compliance," Kyklos, Wiley Blackwell, vol. 48(1), pages 1-18, February.
    71. Jonathan Farrar & Tisha King, 2023. "To Punish or Not to Punish? The Impact of Tax Fraud Punishment on Observers’ Tax Compliance," Journal of Business Ethics, Springer, vol. 183(1), pages 289-311, February.
    72. Castro, Lucio & Scartascini, Carlos, 2015. "Tax compliance and enforcement in the pampas evidence from a field experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 116(C), pages 65-82.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Deparade, Darius & Jarmolinski, Lennart & Mohr, Peter, 2025. "Behavioral interventions, tax compliance and consequences on inequality," Discussion Papers 2025/4, Free University Berlin, School of Business & Economics.
    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. Antinyan, Armenak & Asatryan, Zareh, 2019. "Nudging for tax compliance: A meta-analysis," ZEW Discussion Papers 19-055, ZEW - Leibniz Centre for European Economic Research.
    4. James Alm, 2019. "What Motivates Tax Compliance?," Journal of Economic Surveys, Wiley Blackwell, vol. 33(2), pages 353-388, April.
    5. Colin C. Williams, 2023. "A Modern Guide to the Informal Economy," Books, Edward Elgar Publishing, number 18668.
    6. Nathalie Etchart-vincent & Marisa Ratto & Emmanuelle Taugourdeau, 2024. "Why should I comply with taxes if others don't?: an experimental study testing informational effects," Working Papers hal-04635966, HAL.
    7. Dimitras, Augustinos & Fourlas, Vasileios & Kirchler, Erich & Peppas, George, 2025. "Drivers of tax compliance: Survey evidence from 1761 Greek micro-firms," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 119(C).
    8. James Alm & Matthias Kasper, 2020. "Laboratory Experiments," Working Papers 2008, Tulane University, Department of Economics.
    9. James Alm & Laura Rosales Cifuentes & Carlos Mauricio Ortiz Niño & Diana Rocha, 2019. "Can Behavioral “Nudges” Improve Compliance? The Case of Colombia Social Protection Contributions," Games, MDPI, vol. 10(4), pages 1-23, October.
    10. Engel, Christoph & Zamir, Eyal, 2024. "Is transparency a blessing or a curse? An experimental horse race between accountability and extortionary corruption," International Review of Law and Economics, Elsevier, vol. 78(C).
    11. Martinangeli, Andrea F.M. & Windsteiger, Lisa, 2024. "Inequality shapes the propagation of unethical behaviours: Cheating responses to tax evasion along the income distribution," Journal of Economic Behavior & Organization, Elsevier, vol. 220(C), pages 135-181.
    12. Colin C. Williams, 2014. "Confronting the Shadow Economy," Books, Edward Elgar Publishing, number 15370.
    13. Sloboda, Matúš & Pavlovský, Patrik & Sičáková-Beblavá, Emília, 2024. "Simplify and Deter: Nudging waste collection fee debtors," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 111(C).
    14. repec:idq:ictduk:13726 is not listed on IDEAS
    15. Kristina M. Bott & Alexander W. Cappelen & Erik Ø. Sørensen & Bertil Tungodden, 2020. "You’ve Got Mail: A Randomized Field Experiment on Tax Evasion," Management Science, INFORMS, vol. 66(7), pages 2801-2819, July.
    16. Sinning, Mathias & Zhang, Yinjunjie, 2023. "Social norms or enforcement? A natural field experiment to improve traffic and parking fine compliance," Journal of Economic Behavior & Organization, Elsevier, vol. 210(C), pages 43-60.
    17. Yang, Wenhui & Zhao, Jing & Zhou, Hao, 2024. "Information nudges and tax compliance: Evidence from a field experiment in China," Journal of Economic Behavior & Organization, Elsevier, vol. 228(C).
    18. Castro, Juan Francisco & Velásquez, Daniel & Beltrán, Arlette & Yamada, Gustavo, 2022. "The direct and indirect effects of messages on tax compliance: Experimental evidence from Peru," Journal of Economic Behavior & Organization, Elsevier, vol. 203(C), pages 483-518.
    19. Giulia Mascagni, 2018. "From The Lab To The Field: A Review Of Tax Experiments," Journal of Economic Surveys, Wiley Blackwell, vol. 32(2), pages 273-301, April.
    20. Bruns, Christoffer & Fochmann, Martin & Mohr, Peter N. C. & Torgler, Benno, 2023. "Multidimensional tax compliance attitude," Discussion Papers 2023/7, Free University Berlin, School of Business & Economics.
    21. Colin C. Williams & Friedrich Schneider, 2016. "Measuring the Global Shadow Economy," Books, Edward Elgar Publishing, number 16551.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • C83 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Survey Methods; Sampling Methods
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • H26 - Public Economics - - Taxation, Subsidies, and Revenue - - - Tax Evasion and Avoidance

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:joepsy:v:110:y:2025:i:c:s0167487025000601. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/joep .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.