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When First Impressions of Financial Data Mislead

Author

Listed:
  • Martin Gosman

    (Department of Economics, Wesleyan University)

  • Zach Idinopulos

    (Department of Economics, Wesleyan University)

  • Sophia Lindus

    (Department of Economics, Wesleyan University)

  • Michael Manieri

    (Department of Economics, Wesleyan University)

Abstract

At times, the data presented in firms’ audited financial statements can seem puzzling. This article describes instances in which the reported figures could leave the firm’s stakeholders with a first impression that the data must be in error, as they are difficult to believe or even counterintuitive. As student detectives address the discussion questions provided, they encounter the discretion provided to firms in designating quarterly-reporting periods, computing gross-profit percentages, and influencing the gains and losses reported on disposal of depreciable assets. In addition, their learn that sizable differences between a firm’s current and quick ratios and spectacular returns on stockholders’ equity might not signify what usually is implied when they are encountered by stakeholders. Other situations addressed include a firm with huge gross profits that nevertheless felt it necessary to liquidate, a retailer of discretionary goods that somehow fared much better than a service firm during an economic meltdown, and a firm reporting different amounts for its account changes depending on which financial statement one looks at. A teaching note provides suggested answers to the discussion questions, learning takeaways, and follow-up discussion points for instructors.

Suggested Citation

  • Martin Gosman & Zach Idinopulos & Sophia Lindus & Michael Manieri, 2026. "When First Impressions of Financial Data Mislead," Wesleyan Economics Working Papers 2026-007, Wesleyan University, Department of Economics.
  • Handle: RePEc:wes:weswpa:2026-007
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    File URL: http://repec.wesleyan.edu/pdf/mgosman/2026007_gosman.pdf
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    References listed on IDEAS

    as
    1. Martin Gosman & Mathius Gazi & Akiva Lind, 2024. "A Case of Financial Ratios That Can Inadvertently Mislead," Wesleyan Economics Working Papers 2024-005, Wesleyan University, Department of Economics.
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