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Multivariate crash risk in China

Journal of Banking & Finance 2025 171, 107365
This study examines the pricing of multivariate crash risk (MCRASH) in the Chinese stock market. Our findings indicate a significantly positive influence of MCRASH on the cross-section of future stock returns, with the MCRASH premium being notably higher in China than in the US. A plausible explanation for China's higher MCRASH premium is that Chinese stocks may experience greater loss magnitudes in left-tail events, leading investors to demand higher expected returns as compensation for bearing a unit of MCRASH. Additionally, the return effect of MCRASH is found to be significantly stronger for stocks of non-state-owned enterprises and those with lower media coverage. Finally, we construct a four-factor model comprising market, size, value, and MCRASH factors, which demonstrates superior explanatory power compared with the CH3 and CH4 models proposed in the literature.

It’s who you know that counts: Board connectedness and CSR performance

Journal of Corporate Finance 2020 64, 101662
We examine whether and how board connections affect the firm's corporate social responsibilities (CSR). Grounded in the agency, resource dependence, and social network theory, our research predicts and finds that board connectedness is positively associated with CSR performance. This result is robust to a quasi-natural experiment, alternative measurement specifications, and an instrumental variable approach. Our findings suggest firms that operate in a complex business environment or require more advising (i.e. where demand for information is greater) benefit more from a well-networked board. Also, firms that are poorly governed, have high stock return volatility, low market capitalization, or low institutional ownership tend to benefit more from the well-connected board when the cost of acquiring information is higher. In addition, we show that independent directors’ abilities to gather information and resources from their networks can facilitate the transmission of information. Collectively, our study documents the informational advantage of a network as the predominant channel that allows a well-connected board to improve a firm’s CSR performance.

Gone with the wind: An externality of earnings pressure

Journal of Accounting and Economics 2021 72(1), 101403
We investigate an externality of earnings pressure from capital markets. We define earnings pressure as managers’ incentives to meet or beat earnings expectations. Using detailed establishment-level sulfur dioxide emission data from China covering 2003 to 2012, we find that firms with earnings pressure have higher intensity sulfur dioxide emissions. This effect is more pronounced when the strength of monitoring and regulatory enforcement is weak, when litigation risk is low, and when the public firm is not mandated to issue a corporate social responsibility report. Our study sheds light on how financial goals may conflict with environmental goals, and has important implications for academics, regulators and society.