Switch to: References

Add citations

You must login to add citations.
  1. Machine Learning for Predicting Corporate Violations: How Do CEO Characteristics Matter?Ruijie Sun, Feng Liu, Yinan Li, Rongping Wang & Jing Luo - 2024 - Journal of Business Ethics 195 (1):151-166.
    Based on upper echelon theory, we employ machine learning to explore how CEO characteristics influence corporate violations using a large-scale dataset of listed firms in China for the period 2010–2020. Comparing ten machine learning methods, we find that eXtreme Gradient Boosting (XGBoost) outperforms the other models in predicting corporate violations. An interpretable model combining XGBoost and SHapley Additive exPlanations (SHAP) indicates that CEO characteristics play a central role in predicting corporate violations. Tenure has the strongest predictive power and is negatively (...)
    Download  
     
    Export citation  
     
    Bookmark  
  • The Influence of a Family Business Climate and CEO–CFO Relationship Quality on Misreporting Conduct.Jingyu Gao, Adi Masli, Ikseon Suh & Jingchang Xu - 2019 - Journal of Business Ethics 171 (1):99-122.
    This study answers Vazquez’s :691–709, 2016) call for more research focused on the intersection between family firms and business ethics. We investigate two contextual factors potentially affecting the ethical reporting of chief financial officers : a firm’s social ties to the controlling family and the CFOs’ perceived relationship quality with the CEO. We test our hypotheses by examining the financial reporting behavior of Chinese CFOs who work at family or nonfamily businesses and in private or public firms. Results of this (...)
    Download  
     
    Export citation  
     
    Bookmark  
  • Sociological Structures and Accounting Misbehavior: An Institutional Anomie Theory Explanation of Restatements in Family Firms.Eugenio D’Amico, Felice Matozza & Elisabetta Mafrolla - 2023 - Business and Society 62 (2):434-469.
    This article studies the underinvestigated but fascinating issue of the sociological determinants of accounting misbehavior while focusing on an allegedly illicit accounting practice (i.e., restatement) in family- vs. nonfamily-controlled corporations. Under the framework of institutional anomie theory, we examined whether sociological structures (i.e., legal forces and cultural values) influence accounting errors inducing restatements. By applying a multivariate regression analysis to a sample of restating firms listed in 23 countries during the 2006 to 2014 period, we found that legal forces and (...)
    Download  
     
    Export citation  
     
    Bookmark   1 citation  
  • Contaminated Heart: Does Air Pollution Harm Business Ethics? Evidence from Earnings Manipulation.Charles H. Cho, Zhongwei Huang, Siyi Liu & Daoguang Yang - 2021 - Journal of Business Ethics 177 (1):151-172.
    We investigate whether air pollution harms business ethics from the perspective of earnings manipulation, which exerts a real effect on the economy and social welfare. Using a large sample and a comprehensive air quality index in China, we find that firms located in cities with more severe air pollution exhibit higher levels of discretionary accruals and are more likely to restate their financial statements, consistent with exposure to air pollution leading to more earnings manipulation. We further provide causal evidence using (...)
    Download  
     
    Export citation  
     
    Bookmark   1 citation  
  • The Ethical Dimension of Equity Incentives: A Behavioral Agency Examination of Executive Compensation and Pension Funding.Geoffrey P. Martin, Robert M. Wiseman & Luis R. Gomez-Mejia - 2020 - Journal of Business Ethics 166 (3):595-610.
    We draw on the behavioral agency model to explore the ethical consequences of CEO equity incentives. We argue that CEOs are more concerned with funding pension plans when they have more to gain from their stock options yet will increasingly underfund employee pension funds as their current option wealth increases. Our findings reveal that both effects hold when the CEO has greater power (also occupying board chair) over firm decision making. Our study suggests that there is an ethical dimension to (...)
    Download  
     
    Export citation  
     
    Bookmark   1 citation  
  • Do Management Training Grounds Reduce Internal Auditor Objectivity and External Auditor Reliance? The Influence of Family Firms.Ikseon Suh, Adi Masli & John T. Sweeney - 2020 - Journal of Business Ethics 173 (1):205-227.
    We test competing theoretical perspectives of family firm governance in two separate studies by investigating whether family firm control moderates the detrimental effect of a management training ground on internal auditor objectivity and on the external auditor’s decision to rely on the internal audit function. In Study 1, we assess the objectivity of internal auditors working under an IAF that serves as a MTG or non-MTG and located in a family or non-family firm. A key result of Study 1 is (...)
    Download  
     
    Export citation  
     
    Bookmark