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The Effect of Financial Resources on Misconduct: Evidence from Lottery Ticket Sales

Author

Listed:
  • Justin Frake

    (Ross School of Business, University of Michigan, Ann Arbor, Michigan 48109)

  • Heejung Byun

    (Daniels School of Business, Purdue University, West Lafayette, Indiana 47907)

  • Jihyeon Kim

    (Purdue University, West Lafayette, Indiana 47907)

Abstract

We investigate the influence of financial resources on a firm’s propensity for misconduct. Previous studies offer conflicting predictions regarding the relationship, and much of the empirical evidence suffers from issues like selection, measurement error, reverse causality, and omitted variable bias. Leveraging a difference-in-differences design, we first examine quasirandom fluctuations in retailers’ financial resources resulting from large windfalls from selling winning lottery tickets. Our results suggest that an increase in financial resources from selling a large winning lottery ticket reduces retailers’ tobacco sales to minors. Next, to rule in strain theory and to rule out alternative explanations, we leverage a second natural experiment, heterogeneity analysis, an alternate measure of misconduct, and an online randomized experiment. In doing so, we provide plausibly causal evidence on the relationship between a firm’s financial resources and its propensity for misconduct and provide potentially useful findings for policymakers and regulators.

Suggested Citation

  • Justin Frake & Heejung Byun & Jihyeon Kim, 2025. "The Effect of Financial Resources on Misconduct: Evidence from Lottery Ticket Sales," Organization Science, INFORMS, vol. 36(1), pages 145-165, January.
  • Handle: RePEc:inm:ororsc:v:36:y:2025:i:1:p:145-165
    DOI: 10.1287/orsc.2023.17541
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    References listed on IDEAS

    as
    1. Jihyeon Kim & Jeffrey Loewenstein, 2021. "Analogical Encoding Fosters Ethical Decision Making Because Improved Knowledge of Ethical Principles Increases Moral Awareness," Journal of Business Ethics, Springer, vol. 172(2), pages 307-324, August.
    2. Jared Harris & Philip Bromiley, 2007. "Incentives to Cheat: The Influence of Executive Compensation and Firm Performance on Financial Misrepresentation," Organization Science, INFORMS, vol. 18(3), pages 350-367, June.
    3. Alexander, Cindy R, 1999. "On the Nature of the Reputational Penalty for Corporate Crime: Evidence," Journal of Law and Economics, University of Chicago Press, vol. 42(1), pages 489-526, April.
    4. Victor Manuel Bennett & Lamar Pierce & Jason A. Snyder & Michael W. Toffel, 2013. "Customer-Driven Misconduct: How Competition Corrupts Business Practices," Management Science, INFORMS, vol. 59(8), pages 1725-1742, August.
    5. Asch, Peter & Seneca, J J, 1976. "Is Collusion Profitable?," The Review of Economics and Statistics, MIT Press, vol. 58(1), pages 1-12, February.
    6. Lamar Pierce & Jason Snyder, 2008. "Ethical Spillovers in Firms: Evidence from Vehicle Emissions Testing," Management Science, INFORMS, vol. 54(11), pages 1891-1903, November.
    7. Karen Schnatterly, 2003. "Increasing firm value through detection and prevention of white‐collar crime," Strategic Management Journal, Wiley Blackwell, vol. 24(7), pages 587-614, July.
    8. Gino, Francesca & Pierce, Lamar, 2009. "The abundance effect: Unethical behavior in the presence of wealth," Organizational Behavior and Human Decision Processes, Elsevier, vol. 109(2), pages 142-155, July.
    9. Beenstock, Michael & Haitovsky, Yoel, 2001. "Lottomania and other anomalies in the market for lotto," Journal of Economic Psychology, Elsevier, vol. 22(6), pages 721-744, December.
    10. Elizabeth E. Umphress & John B. Bingham, 2011. "When Employees Do Bad Things for Good Reasons: Examining Unethical Pro-Organizational Behaviors," Organization Science, INFORMS, vol. 22(3), pages 621-640, June.
    11. Baker, Andrew C. & Larcker, David F. & Wang, Charles C.Y., 2022. "How much should we trust staggered difference-in-differences estimates?," Journal of Financial Economics, Elsevier, vol. 144(2), pages 370-395.
    12. Richard H. Thaler & Eric J. Johnson, 1990. "Gambling with the House Money and Trying to Break Even: The Effects of Prior Outcomes on Risky Choice," Management Science, INFORMS, vol. 36(6), pages 643-660, June.
    13. Marie A. McKendall & John A. Wagner, 1997. "Motive, Opportunity, Choice, and Corporate Illegality," Organization Science, INFORMS, vol. 8(6), pages 624-647, December.
    14. Jonathan Guryan & Melissa S. Kearney, 2008. "Gambling at Lucky Stores: Empirical Evidence from State Lottery Sales," American Economic Review, American Economic Association, vol. 98(1), pages 458-473, March.
    15. Grundmann, Susanna & Graf Lambsdorff, Johann, 2017. "How income and tax rates provoke cheating – An experimental investigation of tax morale," Journal of Economic Psychology, Elsevier, vol. 63(C), pages 27-42.
    16. Sharma, Eesha & Mazar, Nina & Alter, Adam L. & Ariely, Dan, 2014. "Financial deprivation selectively shifts moral standards and compromises moral decisions," Organizational Behavior and Human Decision Processes, Elsevier, vol. 123(2), pages 90-100.
    17. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    18. Stephen G. Dimmock & William C. Gerken & Tyson Van Alfen, 2021. "Real Estate Shocks and Financial Advisor Misconduct," Journal of Finance, American Finance Association, vol. 76(6), pages 3309-3346, December.
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