Detecting Earning Manipulation Using the Beneish M-Score Model: Evidence from Public Listed Companies in Malaysia

Leslie Boni, Amrizah Kamaluddin, R. Kusumaningtias
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Abstract

This paper aims to examine the association between earning manipulation using the Beneish M-Score Model and share price with market capitalisation as the control variable among public listed companies (PLCs) in Malaysia. The study was performed over a four-year period from 2017 to 2020 using the financial data of 65 PLCs under the Financial Times Stock Exchange (FTSE) Bursa Malaysia Top 100 Index, including various industries except the financial service industry. The Beneish M-Score Model comprised eight variables or ratios to identify earning manipulations, namely Days Sales in Receivable Index (DSRI), Gross Margin Index (GMI), Asset Quality Index (AQI), Depreciation Index (DEPI), Sales Growth Index (SGI), Sales, General and Administrative Index (SGAI), Total Accruals to Total Assets (TATA), and Leverage Index (LVGI). The market price was measured using the year-end share price. The findings found that there was a weak negative association as well as a statistically insignificant relationship between earning manipulation and share price, which suggests that earning manipulation is influenced by other factors excluding share price. The findings did not support the argument that there was a significant relationship between earning manipulation and share price where companies had been discovered to have engaged in earning manipulation. The study is crucial for the stakeholders that expect companies to achieve the maximum returns and stability in investments and to protect owners’ rights.
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使用 Beneish M-Score 模型检测盈利操纵:马来西亚上市公司的证据
本文旨在研究马来西亚上市公司(PLC)中使用 Beneish M-Score 模型的盈利操纵与以市值为控制变量的股价之间的关联。该研究使用《金融时报》证券交易所(FTSE)马来西亚交易所100强指数下65家PLC的财务数据,从2017年到2020年的四年期间进行,包括除金融服务业以外的各行各业。Beneish M-Score模型由八个变量或比率组成,用于识别盈利操纵行为,即应收账款销售天数指数(DSRI)、毛利率指数(GMI)、资产质量指数(AQI)、折旧指数(DEPI)、销售增长指数(SGI)、销售、一般及管理指数(SGAI)、应计总额与总资产比率(TATA)和杠杆指数(LVGI)。市场价格用年终股价衡量。研究结果发现,收入操纵与股价之间存在微弱的负相关关系,且在统计上关系不明显,这表明收入操纵受到股价以外其他因素的影响。研究结果并不支持收入操纵与股价之间存在显著关系的论点,因为公司被发现参与了收入操纵。这项研究对于期望公司获得最大回报和稳定投资以及保护所有者权益的利益相关者来说至关重要。
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