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Manuscript type: Research paperResearch aims: This empirical work is to investigate the signs ofmanipulation of earnings in non-financial firms in Bangladesh.Design/ Methodology/ Approach: The financial data of 102publicly listed and non-financial firms from the years 2010 to 2013were collected. Using the Beneish model (1999) as an approach,data were analysed so as to obtain the M-Scores of these firms.Based on the M-Scores, they were then classified into two groups:likely manipulator firms and non-likely manipulator firms. Anindependent t-test was used to detect the signs of manipulation.Research findings: The outcome of the M-Scores reveals that theproportion of likely manipulator firms had declined over the years.The result of the independent t-test shows that inflating revenues,capitalising expenses, and overstating intangibles could serve assignals of earnings manipulation in firms in Bangladesh.Theoretical contribution/ Originality: The work of this studycontributes to current literature through the identification of thesigns of manipulation that is detected by the independent t-test.The results can thus help the country to distinguish between likelymanipulator and non-likely manipulator firms.Practitioner/ Policy implications: The findings of this study canbe used by investors for better investment decision-making. Basedon the findings, it appears that regulators should ensure a morestringent monitoring policy on firms so as to decrease the likelihoodof manipulation. Research implications/ Limitations: This study only highlights thepattern of the manipulation of earnings in non-financial firms inBangladesh. Further studies need to be conducted in order to detectthe effect of changes in government regulations on manipulationof earnings in Bangladesh.Key Words: Accounting Red Flag, Bangladesh, Beneish M-Score,Earnings ManipulationJEL Classification: G30, M40
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