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  1. Using Machine Learning to Predict Corporate Fraud: Evidence Based on the GONE Framework.Xin Xu, Feng Xiong & Zhe An - 2022 - Journal of Business Ethics 186 (1):137-158.
    This study focuses on a traditional business ethics question and aims to use advanced techniques to improve the performance of corporate fraud prediction. Based on the GONE framework, we adopt the machine learning model to predict the occurrence of corporate fraud in China. We first identify a comprehensive set of fraud-related variables and organize them into each category (i.e., Greed, Opportunity, Need, and Exposure) of the GONE framework. Among the six machine learning models tested, the Random Forest (RF) model outperforms (...)
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  • Missing Analyst Forecasts and Corporate Fraud: Evidence from China.Liuyang Ren, Xi Zhong & Liangyong Wan - 2022 - Journal of Business Ethics 181 (1):171-194.
    The relationship between analysts' forecasts and corporate fraud is a vital theoretical and practical question that needs to be clarified. Based on a strict distinction between negative performance gaps relative to analyst forecasts (negative forecast gaps hereinafter) and analyst coverage, this study investigates the influence of analyst forecasts on corporate fraud from a panoramic perspective. Using panel data on listed companies in China from 2008 to 2019, we find that short-term performance pressure caused by negative forecast gaps is significantly positively (...)
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  • Financial Reports and Social Capital.Anand Jha - 2019 - Journal of Business Ethics 155 (2):567-596.
    I examine social capital’s impact on financial reports. Based on the social capital literature, I predict that the quality of the financial reports is higher when a firm is headquartered in a region with high social capital. Consistent with this prediction, I find that the firms that are headquartered in this type of region in the USA have a lower probability of committing fraud by misrepresenting financial information. Further, I find that the firms in regions with high social capital have (...)
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  • Business Ethics and Finance in Greater China: Synthesis and Future Directions in Sustainability, CSR, and Fraud.Douglas Cumming, Wenxuan Hou & Edward Lee - 2016 - Journal of Business Ethics 138 (4):601-626.
    Following the financial crisis and recent recession, the center of gravity of global economic growth and competitiveness is shifting toward emerging economies. As a leading and increasingly influential emerging economy, China is currently attracting the attention of academics, practitioners, and policy makers. There has been an increase in research interest in and publications on issues relating to China within high-quality international academic journals. We therefore organized a special issue conference in conjunction with the Journal of Business Ethics in Lhasa, Tibet, (...)
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  • Do Bond Investors Care About Engagement Auditors’ Negative Experiences? Evidence from China.Guangming Gong, Liang Xiao, Si Xu & Xun Gong - 2019 - Journal of Business Ethics 158 (3):779-806.
    Using data from China, where the identity of engagement auditors is disclosed, we find significant relationships between engagement auditors’ negative experiences and the costs of corporate bonds. Further tests differentiate field and review auditors’ experiences, and we find that both field and review auditors’ negative experiences are significantly related to higher costs of corporate bonds. In addition, we find that the above results are significant only when the engagement auditors are affiliated with non-Big10 audit firms. Using path analysis, we find (...)
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  • Predicting Accounting Misconduct: The Role of Firm-Level Investor Optimism.Shantaram Hegde & Tingyu Zhou - 2019 - Journal of Business Ethics 160 (2):535-562.
    Motivated by a large literature on how firm-specific resources drive firm performance, we propose and find that heterogeneity in investor optimism regarding firm-specific attributes plays a very important role in influencing the managerial propensity to manipulate financial statements. When firm-level investor optimism is moderate, the incidence of accounting misconduct increases, but it decreases when investors are highly optimistic. Further, market reaction to the announcement of financial restatements is more negative when investors held more optimistic firm-specific beliefs at the time of (...)
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  • Historical Ownership of Family Firms and Corporate Fraud.Xin Huang, Wanrong Li, Chen Cheng, Hao Huang & Guanchun Liu - forthcoming - Journal of Business Ethics:1-27.
    We examine the impact of family firms’ historical ownership on corporate fraud. Our results show that restructured family firms from state-owned enterprises are more likely to violate and commit more fraud than entrepreneurial family firms. This finding is robust to the difference-in-difference-in-differences estimation, an instrument variables regression, fixed effects research design, and propensity score matching (PSM) approach analysis. Mechanism analysis shows that restructured family firms result in lower financial performance, high labor redundancy, inefficient investments, and cash volatility. Therefore, restructured family (...)
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