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April 14, 20260 citationsOpen Access

Financial Statement Manipulations in Global Corporations: An Audit-Based Analysiss Using the Beneish M-Score Model

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DHDr. Kiran Kumar M Shaik Azeem Hussain

Key Points

  • This research aims to assess the likelihood of financial statement manipulation in large international firms using the Beneish M-Score model.
  • Analyzed 100 publicly traded firms from 2021 to 2025 using financial reports under Ind AS, IFRS, and US GAAP.
  • Applied the Beneish M-Score model which includes eight variables to calculate composite M-Scores.
  • Compared M-Scores to a manipulation threshold of -2.22 and examined variances in Indian versus non-Indian firms.
  • 95% of observations fell below the manipulation threshold, indicating high financial reporting integrity.
  • Individual firms exhibited high M-Scores, particularly influenced by changes in sales growth and accrual indicators.
  • No statistically significant difference in average M-Scores was found between Indian and non-Indian corporations, though non-Indian firms showed greater variability.

Abstract

This paper focuses on the probability of manipulation of financial statements in twenty large international companies, including ten Indian companies and ten non-Indian companies, in the future (2021- 2025) through the Beneish M-Score model. The sample size is 100 publicly traded firm-years based on annual reports prepared in Ind AS, IFRS and US GAAP financial reporting frameworks. All the eight Beneish variables are included to determine composite M-Scores which are compared to the standard threshold of -2.22.The results show that about 95 percent of the observations lie below the manipulation threshold, implying that financial reporting integrity of the sampled firms is high. Nevertheless, the individual cases of high M-Scores can be traced among a few companies, whose increase or decrease is mainly caused by changes in the Sales Growth Index and indicators based on accruals. The comparison of cross country shows no statistically significant difference in mean M-Scores between non-Indian and Indian corporations and a larger variability among non-Indian corporations.The findings emphasize the applicability of the Beneish M-Score as a beneficial analytical instrument to promptly identify possible earnings manipulation. The research has a practical implication to the auditors, the regulators and investors as it supports risk-based assessment and improves the quality of financial reporting evaluation in multinational corporate settings.

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Cite This Study

Dr. Kiran Kumar M Shaik Azeem Hussain (2026) studied this question.

synapsesocial.com/papers/69ddd9f9e195c95cdefd7597https://doi.org/10.5281/zenodo.19536618
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