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 (...) associated with corporate violations, followed by marketing experience, education, duality (i.e., simultaneously holding the position of chairperson), and research and development experience. In contrast, shareholdings, age, and pay are positively related to corporate violations. We also analyze violation severity and violation type, confirming the role of tenure in predicting more severe and intentional violations. Overall, our findings contribute to preventing corporate violations, improving corporate governance, and maintaining order in the financial market. (shrink)

Ecological psychology regards culture as a response to the demands of the environment. As rice farming in history has significantly influenced the formation of human cultural consciousness, we investigate how the rice culture of a chairperson’s birthplace affects a firm’s CSR activities. Our main finding reveals a positive and significant correlation between a chairperson’s rice culture and CSR activities. Further analysis demonstrates that this positive relationship is particularly pronounced in private firms and family firms. We also examine the incremental effect (...) of individual management heterogeneity and find that the positive relationship is strengthened when the chairperson has a shorter tenure or higher level of education. Additionally, more developed regions help enhance this positive relationship. To address the endogeneity concerns, we adopt an instrumental variable approach and exogenous event analysis based on chairperson turnover. The results are robust to a set of additional tests. Overall, our findings document the benefits of a chairperson’s rice culture in developing countries like China and reveal how this benefit is priced into CSR performance. (shrink)

The objective of this research is to examine whether and how enterprises adjust their corporate social responsibility (CSR) activities in response to top executives’ local tournament incentives. The findings provide evidence to support the claim that local compensation gaps encourage top executives to reduce their CSR performance; furthermore, they indicate that this reduction is accomplished mainly through the CSR categories of diversity, community, the environment and product. The enforceability of noncompete agreements (NCAs) is examined, and the negative relationship between local (...) compensation gaps and CSR is documented to be weaker in states that feature stronger enforcement of NCAs, which constrains labour mobility and imposes turnover costs. The findings of this research are robust to concerns regarding endogeneity and reverse causality. (shrink)