Assessing the Risk of Earnings Management Through the Lens of Individual Moral Philosophy: Insights from Accounting Professionals
Abstract
1. Introduction
2. Theoretical Background
2.1. Earnings Management in the Accounting Framework
2.2. Key Factors Influencing Stakeholders’ Perceptions of Earnings Management
2.3. Forsythe’s Ethical Taxonomy: An Overwiew
2.4. Ethical Orientation and Earnings Management
2.5. Hypotheses Development
3. Methodology
3.1. Research Design Overview
3.2. Moral Philosophy Profiling
3.3. Judgment of Earnings Management Scenarios
3.4. Statistical Analysis Based on Nonparametric Testing
4. Results
4.1. Basic Descriptive Statistics
4.2. Statistical Analysis of Ethical Acceptability by Moral Philosophy
4.3. Robustness Check Using Cluster Analysis
5. Discussion
6. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
- Agustia, Dian, Nur Pratama Abdi Muhammad, and Yani Permatasari. 2020. Earnings management, business strategy, and bankruptcy risk: Evidence from Indonesia. Heliyon 6: e03317. [Google Scholar] [CrossRef]
- Ali, Asgar, and Manish Bansal. 2023. Impact of upward and downward earnings management on stock returns. South Asian Journal of Business Studies 12: 202–19. [Google Scholar] [CrossRef]
- Andreicovici, Ionela, Nava Cohen, Silvia Ferramosca, and Alessandro Ghio. 2021. Two wrongs make a ‘right’? Exploring the ethical calculus of earnings management before large labor dismissals. Journal of Business Ethics 172: 379–405. [Google Scholar] [CrossRef]
- Armstrong, Richard A. 2014. When to Use the Bonferroni Correction. Ophthalmic and Physiological Optics 34: 502–8. [Google Scholar] [CrossRef]
- Arya, Anil, Jonathan Glover, and Shyam Sunder. 2003. Are unmanaged earnings always better for shareholders? Accounting Horizons 17: 111–16. [Google Scholar] [CrossRef]
- Arya, Anil, Peter M. Glover, and Shyam Sunder. 1998. How Do Managers Value the Costs and Benefits of Earnings Reports? Accounting Review 73: 93–115. [Google Scholar]
- Ayub Khan, Mohammad, and Laurie Smith Law. 2018. The Role of National Cultures in Shaping the Corporate Management Cultures: A Three-Country Theoretical Analysis. In Organizational Culture. London: IntechOpen. [Google Scholar] [CrossRef]
- Bampton, Roberta, and Christopher J. Cowton. 2013. Taking Stock of Accounting Ethics Scholarship: A Review of the Journal Literature. Journal of Business Ethics 114: 549–63. [Google Scholar] [CrossRef]
- Barnett, Thomas, Kenneth Bass, and Greg Brown. 1994. Ethical Ideology and Ethical Judgment Regarding Ethical Issues in Business. Journal of Business Ethics 13: 469–80. [Google Scholar] [CrossRef]
- Barnett, Tim, Ken Bass, Gene Brown, and Frederic J. Hebert. 1998. Ethical Ideology and the Ethical Judgments of Marketing Professionals. Journal of Business Ethics 17: 715–23. [Google Scholar] [CrossRef]
- Bartov, Eli, Dan Givoly, and Carla Hayn. 2002. The rewards to meeting or beating earnings expectations. Journal of Accounting and Economics 33: 173–204. [Google Scholar] [CrossRef]
- Baskaran, Subramaniam, Nedunselian Nedunselian, Chi Hoong Ng, Noraini Mahadi, and Siti Zabedah Abdul Rasid. 2020. Earnings Management: A Strategic Adaptation or Deliberate Manipulation? Journal of Financial Crime 27: 369–86. [Google Scholar] [CrossRef]
- Bazerman, Max H., and Francesca Gino. 2012. Behavioral Ethics: Toward a Deeper Understanding of Moral Judgment and Dishonesty. Annual Review of Law and Social Science 8: 85–104. [Google Scholar] [CrossRef]
- Bojan, Adrian M., and Cristian I. Lungu. 2025. Hide-and-seek in earnings management–financial performance nexus: The influence of corporate governance mechanisms. Paper presented at the International Conference on Business Excellence, Timișoara, Romania, March 20–22, vol. 19, pp. 3221–32. [Google Scholar] [CrossRef]
- Bruns, William J., and Kenneth A. Merchant. 1989. Ethics Test for Everyday Managers. Harvard Business Review 67: 220–21. [Google Scholar]
- Chen, Yu, Chih-An Cheng, Shuo Li, and Junhao Zhao. 2021. The Monitoring Role of the Media: Evidence from Earnings Management. Journal of Business Finance & Accounting 48: 533–63. [Google Scholar] [CrossRef]
- Choi, Ahrum, Eugenia Y. Lee, Sunyoung Park, and Byungcherl Charlie Sohn. 2021. The differential effect of accrual-based and real earnings management on audit fees: International evidence. Accounting and Business Research 52: 254–90. [Google Scholar] [CrossRef]
- Chudzicka-Czupała, Agata. 2013. Ethical Ideology as a Predictor of Ethical Decision Making. International Journal of Business and Management 1: 82–111. [Google Scholar]
- Cohen, Daniel A., Aiyesha Dey, and Thomas Z. Lys. 2008. Real and accrual-based earnings management in the pre- and post-Sarbanes-Oxley periods. The Accounting Review 83: 757–87. [Google Scholar] [CrossRef]
- Comporek, Michał. 2024. Investigating Impacts of Implementing Earnings Manipulation Practices on Stakeholders’ Perception of Earnings Management: The Case of Poland. International Entrepreneurship Review 10: 37–50. [Google Scholar] [CrossRef]
- Cygańska, Małgorzata, and Anna Bartoszewicz. 2024. Socio-ethical Determinants of Operational and Accounting Manipulation. Empirical Research Results. The Theoretical Journal of Accounting 48: 81–97. [Google Scholar] [CrossRef]
- Davis, Michael A., Mark G. Andersen, and Michael B. Curtis. 2001. Measuring Ethical Ideology in Business Ethics: A Critical Analysis of the Ethics Position Questionnaire. Journal of Business Ethics 32: 35–53. [Google Scholar] [CrossRef]
- Dechow, Patricia M., Richard G. Sloan, and Amy P. Sweeney. 1995. Detecting Earnings Management. Accounting Review 70: 193–225. [Google Scholar]
- Doupnik, Timothy S. 2008. Influence of Culture on Earnings Management: A Note. Abacus 44: 317–40. [Google Scholar] [CrossRef]
- Elias, Rafik Z. 2002. Determinants of Earnings Management Ethics Among Accountants. Journal of Business Ethics 40: 33–45. [Google Scholar] [CrossRef]
- Espahbodi, Hassan, Reza Espahbodi, Kose John, and Hua Christine Xin. 2022. Earnings management in the short- and long-term post-regulation periods. Review of Quantitative Finance and Accounting 58: 217–44. [Google Scholar] [CrossRef]
- Field, Andy. 2013. Discovering Statistics Using IBM SPSS Statistics, 4th ed. London: Sage. [Google Scholar]
- Fields, Thomas D., Thomas Z. Lys, and Linda Vincent. 2001. Empirical research on accounting choice. Journal of Accounting and Economics 31: 255–307. [Google Scholar] [CrossRef]
- Fischer, Michael, and Kenneth Rosenzweig. 1995. Attitudes of Students and Accounting Practitioners Concerning the Ethical Acceptability of Earnings Management. Journal of Business Ethics 14: 433–44. [Google Scholar] [CrossRef]
- Ford, Robert C., and William D. Richardson. 1994. Ethical Decision Making: A Review of the Empirical Literature. Journal of Business Ethics 13: 205–21. [Google Scholar] [CrossRef]
- Forsyth, Donelson R. 1980. A Taxonomy of Ethical Ideologies. Journal of Personality and Social Psychology 39: 175–84. [Google Scholar] [CrossRef]
- Forsyth, Donelson R. 1992. Judging the Morality of Business Practices: The Influence of Personal Moral Philosophies. Journal of Business Ethics 11: 461–70. [Google Scholar] [CrossRef]
- Forsyth, Donelson R. 2019. Making Moral Judgments: Psychological Perspectives on Morality, Ethics, and Decision-Making, 2nd ed. New York: Routledge. [Google Scholar]
- Forsyth, Donelson R., Elizabeth H. O’Boyle, Jr., and Michael A. McDaniel. 2008. East Meets West: A Meta-Analytic Investigation of Cultural Variations in Idealism and Relativism. Journal of Business Ethics 83: 813–33. [Google Scholar] [CrossRef]
- Galek, Igor, and Jakov Čičak. 2025. Earnings management: Still an issue? Business Systems Research Journal 16: 152–76. [Google Scholar] [CrossRef]
- Garel, Alexandre. 2017. Myopic market pricing and managerial myopia. Journal of Business Finance & Accounting 44: 1194–213. [Google Scholar] [CrossRef]
- Geiger, Marshall A., and Jeffrey V. Smith. 2010. The Effect of Institutional and Cultural Factors on the Perceptions of Earnings Management. Journal of International Accounting Research 9, 21–43. [Google Scholar] [CrossRef]
- Geiger, Marshall A., Brian T. O’Connell, Paul M. Clikeman, Edward Ochoa, Kenneth Witkowski, and Ilias Basioudis. 2006. Perceptions of Earnings Management: The Effects of National Culture. Advances in International Accounting 19: 175–99. [Google Scholar] [CrossRef]
- Grabiński, Konrad, and Piotr Wójtowicz. 2019. Earnings quality, earnings management and religiosity: A literature review. International Entrepreneurship Review 5, 41–57. [Google Scholar] [CrossRef]
- Greenfield, Alan C., Carl S. Norman, and Bennie Wier. 2008. The Effect of Ethical Orientation and Professional Commitment on Earnings Management Behavior. Journal of Business Ethics 83: 419–34. [Google Scholar] [CrossRef]
- Habbash, Murya, and Saleh Alghamdi. 2015. The Perception of Earnings Management Motivations in Saudi Public Firms. International Journal of Accounting and Financial Reporting 5: 311–40. [Google Scholar] [CrossRef]
- Healy, Paul M., and James M. Wahlen. 1999. A review of the earnings management literature and its implications for standard setting. Accounting Horizons 13: 365–83. [Google Scholar] [CrossRef]
- Henle, Chris A., Robert A. Giacalone, and Cynthia L. Jurkiewicz. 2005. The Role of Ethical Ideology in Workplace Deviance. Journal of Business Ethics 56: 219–30. [Google Scholar] [CrossRef]
- Hofstede, Geert. 1980. Culture’s Consequences: International Differences in Work-Related Values. Beverly Hills: Sage Publications. [Google Scholar]
- Ismail, Tamer, and Yusuf Atik. 2011. Ethical Perceptions on Earnings Manipulation in Turkey: An Exploration of Differences in Preparers’ and Users’ Perspectives. Research Journal of Finance and Accounting 2: 169–86. [Google Scholar]
- Jarne-Jarne, José Ignacio, Susana Callao-Gastón, Miguel Marco-Fondevila, and Fernando Llena-Macarulla. 2022. The impact of organizational culture on the effectiveness of corporate governance to control earnings management. Journal of Risk and Financial Management 15: 379. [Google Scholar] [CrossRef]
- Jensen, Michael C. 2005. Agency Costs of Overvalued Equity. Financial Management 34: 5–19. [Google Scholar] [CrossRef]
- Johnson, Eric N., Garry M. Fleischman, Sean R. Valentine, and Kenton B. Walker. 2012. Managers’ Ethical Evaluations of Earnings Management and Its Consequences. Contemporary Accounting Research 29: 910–27. [Google Scholar] [CrossRef]
- Jooste, Leonie. 2010. Accounting ethics—An empirical investigation of managing short-term earnings. South African Journal of Economic and Management Sciences 13: 98–111. [Google Scholar] [CrossRef][Green Version]
- Kaplan, Steven E. 2001. Ethically Related Judgments by Observers of Earnings Management. Journal of Business Ethics 32: 285–98. [Google Scholar] [CrossRef]
- Lewellyn, Krista B., and Shuji R. Bao. 2017. The Role of National Culture and Corruption on Managing Earnings Around the World. Journal of World Business 52: 798–808. [Google Scholar] [CrossRef]
- Marques, Paulo A., and Jorge Azevedo-Pereira. 2009. Ethical Ideology and Ethical Judgments in the Portuguese Accounting Profession. Journal of Business Ethics 86: 227–42. [Google Scholar] [CrossRef]
- Maruszewska, Ewa. 2020. The effect of agency relationship and individual ethical ideology on decision duplication with regard to questionable accounting policy choice. An experimental study. The Theoretical Journal of Accounting 107: 159–82. [Google Scholar] [CrossRef]
- Mayer, David M., Samir Nurmohamed, Linda K. Treviño, Debra L. Shapiro, and Marshall Schminke. 2013. Encouraging Employees to Report Unethical Conduct Internally: It Takes a Village. Organizational Behavior and Human Decision Processes 121: 89–103. [Google Scholar] [CrossRef]
- Merchant, Kenneth A., and Jere R. Rockness. 1994. The Ethics of Managing Earnings: An Empirical Investigation. Journal of Accounting and Public Policy 13: 79–94. [Google Scholar] [CrossRef]
- Mintz, Steven, and Roselyn E. Morris. 2020. Ethical Obligations and Decision Making in Accounting: Text and Cases, 6th ed. New York: Routledge. [Google Scholar]
- Montenegro, Teresa M., and Lúcia Lima Rodrigues. 2020. Determinants of the Attitudes of Portuguese Accounting Students and Professionals Towards Earnings Management. Journal of Academic Ethics 18: 301–32. [Google Scholar] [CrossRef]
- Neu, Dean, Hamid Warsame, and Karen Pedwell. 1998. Managing Public Impressions: Environmental Disclosures in Annual Reports. Accounting, Organizations and Society 23: 265–82. [Google Scholar] [CrossRef]
- Nguyen, Thi Thu Ha, Salma Ibrahim, and George Giannopoulos. 2023. Detecting earnings management: A comparison of accrual and real earnings manipulation models. Journal of Applied Accounting Research 24: 344–79. [Google Scholar] [CrossRef]
- Nunnally, Jum C., and Ira H. Bernstein. 1994. Psychometric Theory, 3rd ed. New York: McGraw-Hill. [Google Scholar]
- Paredes, Angel Arturo Pacheco, and Clark Wheatley. 2017. The influence of culture on real earnings management. International Journal of Emerging Markets 12: 38–57. [Google Scholar] [CrossRef]
- Piosik, Andrzej, and Ewa Genge. 2020. The Influence of a Company’s Ownership Structure on Upward Real Earnings Management. Sustainability 12: 152. [Google Scholar] [CrossRef]
- Robertson, Christopher J. 2008. An Analysis of 10 Years of Business Ethics Research in Strategic Management Journal: 1996–2005. Journal of Business Ethics 80: 745–53. [Google Scholar] [CrossRef]
- Ronen, Joshua, and Varda Yaari. 2008. Earnings Management: Emerging Insights in Theory, Practice, and Research. New York: Springer. [Google Scholar] [CrossRef]
- Roychowdhury, Sugata. 2006. Earnings Management Through Real Activities Manipulation. Journal of Accounting and Economics 42: 335–70. [Google Scholar] [CrossRef]
- Schlenker, Barry R. 2008. Integrity and Character: Implications of Principled and Expedient Ethical Ideologies. Journal of Social and Clinical Psychology 27: 1078–125. [Google Scholar] [CrossRef]
- Sheskin, David J. 2011. Handbook of Parametric and Nonparametric Statistical Procedures, 5th ed. Boca Raton: CRC Press. [Google Scholar]
- Sugiarto, Endang Dwi, and M. F. Djeni Indrajati. 2020. Stakeholder Perception of Earnings Management and Its Influence on the Quality of Accounting Information. Advances in Economics, Business and Management Research 145: 326–32. [Google Scholar] [CrossRef]
- Sunder, Shyam. 2005. Theories of Accounting and Earnings Management. Foundations and Trends in Accounting 1: 1–70. [Google Scholar]
- Tenbrunsel, Ann E., and David M. Messick. 2004. Ethical Fading: The Role of Self-Deception in Unethical Behavior. Social Justice Research 17: 223–36. [Google Scholar] [CrossRef]
- Treviño, Linda K. 1986. Ethical Decision Making in Organizations: A Person-Situation Interactionist Model. Academy of Management Review 11: 601–17. [Google Scholar] [CrossRef]
- Treviño, Linda K., and Katherine A. Nelson. 2017. Managing Business Ethics: Straight Talk About How to Do It Right, 7th ed. Hoboken: Wiley. [Google Scholar]
- Valentine, Sean, and Tim Barnett. 2003. Ethics Code Awareness, Perceived Ethical Values, and Organizational Commitment. The Journal of Personal Selling and Sales Management 23: 359–67. [Google Scholar] [CrossRef]
- Vladu, Alina B. 2015. What about Ethics? An Empirical Investigation of Romanian Students’ Perception on Earnings Management. African Journal of Accounting, Auditing and Finance 4: 121–38. [Google Scholar] [CrossRef]
- Watts, Ross L., and Jerold L. Zimmerman. 1986. Positive Accounting Theory. Englewood Cliffs: Prentice-Hall. [Google Scholar]
- Zhang, Hao, Lei Wang, and Xiang Li. 2023. Do regional cultural differences affect the effect of accounting firms’ merger: Evidence from China. SAGE Open 13: 1–12. [Google Scholar] [CrossRef]
Idealism dimension |
|
Relativism dimension |
|
Bruns and Merchant (1989) Survey | |
No. | Scenarios |
1 | The division’s headquarters building was scheduled to be painted in 2025. But since profit performance was well ahead of budget in 2024, the general manager decided to have the work done in 2024. Amount: $150,000. |
This information applies to the following two questions. The general manager instructed division employees to defer all discretionary expenditures (e.g., employee travel, advertising, maintenance) into the next accounting period so that the division could meet its expected profit targets. Expected amount of deferrals: $150,000. | |
2 |
|
3 |
|
4 | On 15 December 2024, a clerk ordered office supplies worth $3000. The supplies were delivered on 29 December. This order was a mistake, as the general manager had previously instructed that no further discretionary expenses were to be incurred for the remainder of the fiscal year. According to the company’s accounting manual, office supplies should be recorded as an expense when delivered. When the general manager learned about the situation, he instructed the accounting department not to record the invoice until February 2025. |
This information applies to the following three questions. In September 2024, the general manager realized that the division would need strong performance in the fourth quarter to meet its budget targets. Therefore: | |
5 |
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6 |
|
7 |
|
This information applies to the following two questions. At the beginning of December 2024, the general manager realized that the division would exceed its budgeted profit targets for the year. Therefore: | |
8 |
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9 |
|
This information applies to the following two questions. In 2025, the division sold 70% of the inventory that had previously been written down due to obsolescence and a customer had indicated some interest in purchasing the remaining inventory the following year. The GM ordered the division controller to write the inventory back up to full cost. This involved a 210,000 increase in the inventory asset value and a corresponding increase in net income. The GM’s motivation for recapturing the profit was as follows: | |
10 |
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11 |
|
This information applies to the following two questions. In November 2025, the division was struggling to meet its budgeted profit targets. The GM contacted the consulting firm that had been doing work for the division and asked them not to send their invoice until the next year. The firm agreed. The estimated value of the work completed but not invoiced was as follows: | |
12 |
|
13 |
|
Jooste (2010) survey—additional scenarios | |
14 | In July 2024, the division manager noticed that production scrap costs were significantly exceeding the planned amounts. To avoid alarming senior management, he instructed his accountant to “hide” most of these costs in other expense accounts so that they would go “unnoticed”. During the remainder of the year, the accountant reclassified approximately $60,000 of scrap costs to other expense items. This operation had no effect on the entity’s final net income. |
The division manager came up with an idea to develop a new product. He commissioned the marketing department to conduct focus group interviews and a field study to determine the product’s market potential and asked the controller to estimate the costs of launching it on the market. The projections indicated an expected return of 22%, whereas the required profitability level based on internal assumptions was at least 35%. Still convinced of the project’s viability, the manager inflated the sales forecasts and understated the estimated costs in order to show a projected return at the required level. His superiors were occupied with other matters and did not challenge the presented projections, resulting in the new product project being approved. After some time, it turned out that | |
15 |
|
16 |
|
At the end of December 2024, the division was struggling to meet its profit targets. The division manager instructed the production manager to expedite the shipment of customer orders so that the related revenues could be recognized within the current fiscal year. The ordered goods were in inventory, and the expected delivery time was two days. The customers’ originally agreed firm delivery dates were as follows: | |
17 |
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18 |
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19 |
|
20 |
|
Variables | IDE | REL | BM | JOOSTE | UP | DOWN | ACC | REAL | MULTI | ONE |
IDE | 1 | |||||||||
REL | 0.357 ** | 1 | ||||||||
BM | −0.191 | 0.015 | 1 | |||||||
JOOSTE | −0.236 * | 0.050 | 0.949 ** | 1 | ||||||
UP | −0.248 * | 0.078 | 0.802 ** | 0.920 ** | 1 | |||||
DOWN | −0.179 | −0.001 | 0.936 ** | 0.895 ** | 0.657 ** | 1 | ||||
ACC | −0.047 | −0.001 | 0.875 ** | 0.844 ** | 0.706 ** | 0.835 ** | 1 | |||
REAL | −0.334 ** | 0.059 | 0.822 ** | 0.922 ** | 0.909 ** | 0.763 ** | 0.589 ** | 1 | ||
MULTI | −0.242 * | 0.040 | 0.889 ** | 0.967 ** | 0.906 ** | 0.846 ** | 0.809 ** | 0.896 ** | 1 | |
ONE | −0.168 | 0.033 | 0.886 ** | 0.870 ** | 0.772 ** | 0.817 ** | 0.755 ** | 0.797 ** | 0.722 ** | 1 |
Scenario | Ethical Ideology Type | Pooled Sample | |||
Situationists (SI) | Pragmatists (PR) | Absolutists (AB) | Subjectivists (SU) | ||
1 | 1.77 | 2.32 | 1.19 | 2.59 | 2.03 |
2 | 2.23 | 2.59 | 2.31 | 3.06 | 2.53 |
3 | 2.57 | 3.05 | 2.50 | 3.35 | 2.88 |
4 | 2.77 | 2.97 | 2.81 | 3.00 | 2.90 |
5 | 2.30 | 2.49 | 2.13 | 2.88 | 2.45 |
6 | 2.73 | 2.92 | 2.69 | 3.12 | 2.87 |
7 | 2.27 | 2.76 | 1.88 | 3.47 | 2.61 |
8 | 2.33 | 2.84 | 2.31 | 3.06 | 2.66 |
9 | 3.33 | 3.08 | 3.00 | 3.29 | 3.19 |
10 | 2.17 | 2.59 | 2.00 | 2.47 | 2.36 |
11 | 2.47 | 2.70 | 2.06 | 2.76 | 2.55 |
12 | 2.30 | 2.51 | 2.69 | 3.06 | 2.58 |
13 | 2.97 | 3.30 | 3.25 | 3.41 | 3.20 |
14 | 3.27 | 3.54 | 2.67 | 2.94 | 3.22 |
15 | 2.73 | 3.19 | 3.07 | 3.24 | 3.04 |
16 | 2.60 | 3.14 | 2.87 | 3.18 | 2.94 |
17 | 2.17 | 2.43 | 2.60 | 2.41 | 2.37 |
18 | 2.50 | 2.41 | 3.00 | 3.18 | 2.66 |
19 | 2.67 | 2.73 | 2.67 | 3.24 | 2.79 |
20 | 2.47 | 2.76 | 3.00 | 2.94 | 2.74 |
All Earnings Management Practices—Bruns and Merchant scenario | |||||
Kruskal–Wallis test | Mean values of responses | ||||
Test Statistic | Asymptotic Sig. | Situationists (SI) | Pragmatists (PR) | Absolutists (AB) | Subjectivists (SU) |
58.60 | <0.001 | 2.48 | 2.78 | 2.37 | 3.04 |
Pairwise comparisons | |||||
Sample 1—Sample 2 | Test Statistic | Std. Error | Std. Test Statistic | Sig. | Adj. Sig. |
AB—SI | 37.38 | 31.18 | 1.20 | 0.231 | 1.000 |
AB—PR | 134.66 | 30.14 | 4.47 | <0.000 | 0.000 |
AB—SU | −226.60 | 35.09 | −6.46 | <0.001 | 0.000 |
SI—PR | −97.28 | 24.75 | −3.93 | <0.002 | 0.001 |
SI—SU | −189.22 | 30.58 | −6.19 | <0.003 | 0.000 |
PR—SU | −91.94 | 29.51 | −3.12 | 0.002 | 0.011 |
All Earnings Management Practices—Jooste scenario | |||||
Kruskal–Wallis test | Mean values of responses | ||||
Test Statistic | Asymptotic Sig. | Situationists (SI) | Pragmatists (PR) | Absolutists (AB) | Subjectivists (SU) |
68.94 | <0.001 | 2.58 | 2.79 | 2.44 | 3.07 |
Pairwise comparisons | |||||
Sample 1—Sample 2 | Test Statistic | Std. Error | Std. Test Statistic | Sig. | Adj. Sig. |
AB—SI | 76.37 | 38.67 | 1.98 | 0.048 | 0.289 |
AB—PR | 178.78 | 37.37 | 4.78 | <0.001 | 0.000 |
AB—SU | −325.78 | 43.51 | −7.49 | <0.001 | 0.000 |
SI—PR | −102.41 | 30.69 | −3.34 | <0.001 | 0.005 |
SI—SU | −249.41 | 37.92 | −6.58 | <0.001 | 0.000 |
PR—SU | −147.00 | 36.60 | −4.02 | <0.001 | 0.000 |
Upward Earnings Management—Bruns and Merchant scenario (5+6+7+10+11) | |||||
Kruskal–Wallis test | Mean values of responses | ||||
Test Statistic | Asymptotic Sig. | Situationists (SI) | Pragmatists (PR) | Absolutists (AB) | Subjectivists (SU) |
29.72 | <0.001 | 2.39 | 2.69 | 2.15 | 2.94 |
Pairwise comparisons | |||||
Sample 1—Sample 2 | Test Statistic | Std. Error | Std. Test Statistic | Sig. | Adj. Sig. |
AB—SI | 30.94 | 19.33 | 1.60 | 0.109 | 0.656 |
AB—PR | 69.91 | 18.68 | 3.74 | <0.001 | 0.001 |
AB—SU | −104.87 | 21.75 | −4.82 | <0.001 | 0.000 |
SI—PR | −38.96 | 15.34 | −2.54 | 0.011 | 0.067 |
SI—SU | −73.93 | 18.95 | −3.90 | <0.001 | 0.001 |
PR—SU | −34.96 | 18.29 | −1.91 | 0.056 | 0.336 |
Upward Earnings Management—Jooste scenario (5+6+7+10+11+15+16+17+18+19+20) | |||||
Kruskal–Wallis test | Mean values of responses | ||||
Test Statistic | Asymptotic Sig. | Situationists (SI) | Pragmatists (PR) | Absolutists (AB) | Subjectivists (SU) |
50.28 | <0.001 | 2.56 | 2.75 | 2.27 | 3.03 |
Pairwise comparisons | |||||
Sample 1—Sample 2 | Test Statistic | Std. Error | Std. Test Statistic | Sig. | Adj. Sig. |
AB—SI | 82.82 | 28.66 | 2.89 | 0.004 | 0.023 |
AB—PR | 135.17 | 27.70 | 4.88 | <0.001 | 0.000 |
AB—SU | −216.25 | 32.24 | −6.71 | <0.001 | 0.000 |
SI—PR | −52.34 | 22.74 | −2.30 | 0.021 | 0.128 |
SI—SU | −133.43 | 28.10 | −4.75 | <0.001 | 0.000 |
PR—SU | −81.09 | 27.12 | −2.99 | 0.003 | 0.017 |
Downward Earnings Management—Bruns and Merchant scenario (1+2+3+4+8+9+12+13) | |||||
Kruskal–Wallis test | Mean values of responses | ||||
Test Statistic | Asymptotic Sig. | Situationists (SI) | Pragmatists (PR) | Absolutists (AB) | Subjectivists (SU) |
31.07 | <0.001 | 2.53 | 2.83 | 2.50 | 3.10 |
Pairwise comparisons | |||||
Sample 1—Sample 2 | Test Statistic | Std. Error | Std. Test Statistic | Sig. | Adj. Sig. |
AB—SI | 6.92 | 24.46 | 0.28 | 0.777 | 1.000 |
AB—PR | 65.64 | 23.64 | 2.78 | 0.005 | 0.033 |
AB—SU | −122.78 | 27.53 | −4.46 | <0.001 | 0.000 |
SI—PR | −58.73 | 19.41 | −3.03 | 0.002 | 0.015 |
SI—SU | −115.86 | 23.99 | −4.83 | <0.001 | 0.000 |
PR—SU | −60.23 | 24.34 | −2.56 | 0.006 | 0.040 |
Downward Earnings Management—Jooste scenario (1+2+3+4+8+9+12+13+14) | |||||
Kruskal–Wallis test | Mean values of responses | ||||
Test Statistic | Asymptotic Sig. | Situationists (SI) | Pragmatists (PR) | Absolutists (AB) | Subjectivists (SU) |
23.86 | <0.001 | 2.62 | 2.84 | 2.64 | 3.12 |
Pairwise comparisons | |||||
Sample 1—Sample 2 | Test Statistic | Std. Error | Std. Test Statistic | Sig. | Adj. Sig. |
AB—SI | −5.43 | 25.95 | −0.21 | 0.834 | 1.000 |
AB—PR | 44.28 | 25.08 | 1.77 | 0.078 | 0.465 |
AB—SU | −110.18 | 29.20 | −3.77 | <0.001 | 0.001 |
SI—PR | −49.70 | 20.60 | −2.41 | 0.016 | 0.095 |
SI—SU | −115.61 | 25.45 | −4.54 | <0.001 | 0.000 |
PR—SU | −65.91 | 24.56 | −2.68 | 0.007 | 0.044 |
Accrual-Based Earnings Management—Bruns and Merchant scenario (4+8+9+10+11+12+13) | |||||
Kruskal–Wallis test | Mean values of responses | ||||
Test Statistic | Asymptotic Sig. | Situationists (SI) | Pragmatists (PR) | Absolutists (AB) | Subjectivists (SU) |
16.07 | <0.001 | 2.62 | 2.85 | 2.59 | 3.00 |
Pairwise comparisons | |||||
Sample 1—Sample 2 | Test Statistic | Std. Error | Std. Test Statistic | Sig. | Adj. Sig. |
AB—SI | 8.86 | 22.80 | 0.39 | 0.698 | 1.000 |
AB—PR | 48.68 | 22.04 | 2.21 | 0.027 | 0.163 |
AB—SU | −83.62 | 25.66 | −3.26 | 0.001 | 0.007 |
SI—PR | −39.82 | 18.10 | −2.20 | 0.028 | 0.167 |
SI—SU | −74.76 | 22.36 | −3.34 | <0.0001 | 0.005 |
PR—SU | −34.94 | 21.58 | −1.62 | 0.105 | 0.633 |
Accrual-Based Earnings Management—Jooste scenario (4+8+9+10+11+12+13+14+15+16) | |||||
Kruskal–Wallis test | Mean values of responses | ||||
Test Statistic | Asymptotic Sig. | Situationists (SI) | Pragmatists (PR) | Absolutists (AB) | Subjectivists (SU) |
9.24 | <0.001 | 2.77 | 2.87 | 2.79 | 3.05 |
Pairwise comparisons | |||||
Sample 1—Sample 2 | Test Statistic | Std. Error | Std. Test Statistic | Sig. | Adj. Sig. |
AB—SI | −5.62 | 27.25 | −0.21 | 0.837 | 1.000 |
AB—PR | 18.71 | 26.34 | 0.71 | 0.477 | 1.000 |
AB—SU | −72.78 | 30.66 | −2.37 | 0.018 | 0.106 |
SI—PR | −24.33 | 21.62 | −1.13 | 0.261 | 1.000 |
SI—SU | −78.40 | 26.72 | −2.93 | 0.003 | 0.020 |
PR—SU | −54.07 | 25.79 | −2.10 | 0.036 | 0.216 |
Real Earnings Management—Bruns and Merchant scenario (1+2+3 5+6+7) | |||||
Kruskal–Wallis test | Mean values of responses | ||||
Test Statistic | Asymptotic Sig. | Situationists (SI) | Pragmatists (PR) | Absolutists (AB) | Subjectivists (SU) |
47.28 | <0.001 | 2.31 | 2.69 | 2.11 | 3.08 |
Pairwise comparisons | |||||
Sample 1—Sample 2 | Test Statistic | Std. Error | Std. Test Statistic | Sig. | Adj. Sig. |
AB—SI | 28.26 | 21.24 | 1.33 | 0.183 | 1.000 |
AB—PR | 85.03 | 20.53 | 4.14 | <0.001 | 0.000 |
AB—SU | −142.57 | 23.90 | −5.97 | <0.001 | 0.000 |
SI—PR | −56.77 | 16.86 | −3.37 | <0.001 | 0.005 |
SI—SU | −114.31 | 20.83 | −5.49 | <0.001 | 0.000 |
PR—SU | −57.54 | 20.10 | −2.86 | 0.004 | 0.025 |
Real Earnings Management—Jooste scenario (1+2+3 5+6+7+17+18+19+20) | |||||
Kruskal–Wallis test | Mean values of responses | ||||
Test Statistic | Asymptotic Sig. | Situationists (SI) | Pragmatists (PR) | Absolutists (AB) | Subjectivists (SU) |
79.11 | <0.001 | 2.40 | 2.71 | 2.08 | 3.09 |
Pairwise comparisons | |||||
Sample 1—Sample 2 | Test Statistic | Std. Error | Std. Test Statistic | Sig. | Adj. Sig. |
AB—SI | 79.33 | 27.39 | 2.90 | 0.004 | 0.023 |
AB—PR | 157.50 | 26.48 | 5.95 | <0.001 | 0.000 |
AB—SU | −250.51 | 30.82 | −8.13 | <0.001 | 0.000 |
SI—PR | −78.17 | 21.74 | −3.60 | <0.001 | 0.002 |
SI—SU | −171.18 | 26.86 | −6.37 | <0.001 | 0.000 |
PR—SU | −93.01 | 25.93 | −3.59 | <0.001 | 0.002 |
Multi-Year Earnings Management—Bruns and Merchant scenario (1+3+4+5+8+10+11+12+13) | |||||
Kruskal–Wallis test | Mean values of responses | ||||
Test Statistic | Asymptotic Sig. | Situationists (SI) | Pragmatists (PR) | Absolutists (AB) | Subjectivists (SU) |
41.92 | <0.001 | 2.40 | 2.75 | 2.32 | 2.95 |
Pairwise comparisons | |||||
Sample 1—Sample 2 | Test Statistic | Std. Error | Std. Test Statistic | Sig. | Adj. Sig. |
AB—SI | 22.13 | 25.92 | 0.85 | 0.393 | 1.000 |
AB—PR | 99.48 | 25.05 | 3.97 | <0.001 | 0.000 |
AB—SU | −152.17 | 29.16 | −5.22 | <0.001 | 0.000 |
SI—PR | −77.36 | 20.57 | −3.76 | <0.001 | 0.001 |
SI—SU | −130.05 | 25.42 | −5.12 | <0.001 | 0.000 |
PR—SU | −52.69 | 24.53 | −2.15 | 0.032 | 0.190 |
Multi-Year Earnings Management—Jooste scenario (1+3+4+5+8+10+11+12+13+15+16+17+18+19+20) | |||||
Kruskal–Wallis test | Mean values of responses | ||||
Test Statistic | Asymptotic Sig. | Situationists (SI) | Pragmatists (PR) | Absolutists (AB) | Subjectivists (SU) |
61.22 | <0.001 | 2.52 | 2.77 | 2.35 | 3.01 |
Pairwise comparisons | |||||
Sample 1—Sample 2 | Test Statistic | Std. Error | Std. Test Statistic | Sig. | Adj. Sig. |
AB—SI | 73.67 | 33.45 | 2.20 | 0.028 | 0.166 |
AB—PR | 165.12 | 32.33 | 5.11 | <0.001 | 0.000 |
AB—SU | −263.73 | 37.64 | −7.01 | <0.001 | 0.000 |
SI—PR | −91.45 | 26.55 | −3.45 | <0.001 | 0.003 |
SI—SU | −190.06 | 32.80 | −5.79 | <0.001 | 0.000 |
PR—SU | −98.61 | 31.66 | −3.12 | 0.002 | 0.011 |
One–Year Real Earnings Management—Bruns and Merchant scenario (2+6+7+9) | |||||
Kruskal–Wallis test | Mean values of responses | ||||
Test Statistic | Asymptotic Sig. | Situationists (SI) | Pragmatists (PR) | Absolutists (AB) | Subjectivists (SU) |
17.78 | <0.001 | 2.64 | 2.83 | 2.47 | 3.23 |
Pairwise comparisons | |||||
Sample 1—Sample 2 | Test Statistic | Std. Error | Std. Test Statistic | Sig. | Adj. Sig. |
AB—SI | 16.00 | 17.33 | 0.92 | 0.356 | 1.000 |
AB—PR | 35.54 | 16.75 | 2.12 | 0.034 | 0.203 |
AB—SU | −74.93 | 19.50 | −3.84 | <0.001 | 0.001 |
SI—PR | −19.55 | 13.75 | −1.42 | 0.155 | 0.931 |
SI—SU | −58.93 | 16.99 | −3.47 | <0.001 | 0.003 |
PR—SU | −39.39 | 16.40 | −2.40 | 0.016 | 0.098 |
One–Year Earnings Management—Jooste scenario (2+6+7+9+14) | |||||
Kruskal–Wallis test | Mean values of responses | ||||
Test Statistic | Asymptotic Sig. | Situationists (SI) | Pragmatists (PR) | Absolutists (AB) | Subjectivists (SU) |
11.35 | 0.01 | 2.77 | 2.85 | 2.72 | 3.24 |
Pairwise comparisons | |||||
Sample 1—Sample 2 | Test Statistic | Std. Error | Std. Test Statistic | Sig. | Adj. Sig. |
AB—SI | 3.94 | 19.36 | 0.20 | 0.839 | 1.000 |
AB—PR | 14.11 | 18.71 | 0.75 | 0.451 | 1.000 |
AB—SU | −61.97 | 21.78 | −2.85 | 0.004 | 0.027 |
SI—PR | −10.18 | 15.37 | −0.66 | 0.508 | 1.000 |
SI—SU | −58.03 | 18.99 | −3.06 | 0.002 | 0.013 |
PR—SU | −47.85 | 18.33 | −2.61 | 0.009 | 0.054 |
Cluster | Average Idealism | Average Relativism | Closest Forsyth Type | Interpretation |
---|---|---|---|---|
1 | 7.62 | 6.53 | Situationist | High idealism and high relativism |
2 | 6.04 | 4.24 | Pragmatist | Moderate idealism and low relativism |
3 | 7.86 | 3.1 | Absolutist | High idealism and low relativism |
4 | 6.25 | 6.01 | Subjectivist | Moderate idealism and high relativism |
All Earnings Management Practices—Bruns and Merchant scenario | |||||
Kruskal–Wallis test | Mean values of responses | ||||
Test Statistic | Asymptotic Sig. | Cluster 1 | Cluster 2 | Cluster 3 | Cluster 4 |
26.65 | <0.001 | 2.51 | 2.74 | 2.50 | 2.89 |
Pairwise comparisons | |||||
Cluster 1—Cluster 2 | Test Statistic | Std. Error | Std. Test Statistic | Sig. | Adj. Sig. |
3—1 | 10.83 | 44.71 | 0.24 | 0.809 | 1.000 |
3—2 | 91.27 | 42.76 | 2.13 | 0.033 | 0.197 |
3—4 | −146.92 | 44.35 | −3.31 | <0.001 | 0.006 |
1—2 | −80.43 | 26.53 | −3.03 | 0.002 | 0.015 |
1—4 | −136.08 | 29.02 | −4.68 | <0.001 | 0.000 |
2—4 | −55.65 | 25.91 | −2.14 | 0.032 | 0.191 |
All Earnings Management Practices—Jooste scenario | |||||
Kruskal–Wallis test | Mean values of responses | ||||
Test Statistic | Asymptotic Sig. | Cluster 1 | Cluster 2 | Cluster 3 | Cluster 4 |
41.99 | <0.001 | 2.56 | 2.74 | 2.39 | 2.91 |
Pairwise comparisons | |||||
Cluster 1—Cluster 2 | Test Statistic | Std. Error | Std. Test Statistic | Sig. | Adj. Sig. |
3—1 | 99.67 | 53.41 | 1.87 | 0.062 | 0.372 |
3—2 | 189.28 | 51.08 | 3.71 | <0.001 | 0.001 |
3—4 | −278.86 | 52.98 | −5.26 | <0.001 | 0.000 |
1—2 | −89.61 | 31.69 | −2.83 | 0.005 | 0.028 |
1—4 | −179.18 | 34.67 | −5.17 | <0.001 | 0.000 |
2—4 | −89.58 | 30.96 | −2.89 | 0.004 | 0.023 |
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Misztal, A.; Comporek, M. Assessing the Risk of Earnings Management Through the Lens of Individual Moral Philosophy: Insights from Accounting Professionals. Risks 2025, 13, 184. https://doi.org/10.3390/risks13100184
Misztal A, Comporek M. Assessing the Risk of Earnings Management Through the Lens of Individual Moral Philosophy: Insights from Accounting Professionals. Risks. 2025; 13(10):184. https://doi.org/10.3390/risks13100184
Chicago/Turabian StyleMisztal, Anna, and Michał Comporek. 2025. "Assessing the Risk of Earnings Management Through the Lens of Individual Moral Philosophy: Insights from Accounting Professionals" Risks 13, no. 10: 184. https://doi.org/10.3390/risks13100184
APA StyleMisztal, A., & Comporek, M. (2025). Assessing the Risk of Earnings Management Through the Lens of Individual Moral Philosophy: Insights from Accounting Professionals. Risks, 13(10), 184. https://doi.org/10.3390/risks13100184