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Political connections and directors' and officers' liability insurance – Evidence from China

Journal of Corporate Finance 2019 58, 353-372
Political connections provide firms with legal advantages and can shield managers and directors away from litigation risk. Using a sample of Chinese public firms, we find that politically connected firms have lower demand for the directors' and officers' liability insurance (D&O insurance). The association is robust to Heckman two-step selection model, an examination of market reaction to the departure of politically connected managers, a difference-in-differences analysis surrounding the hiring of a politically connected CEO, and controlling for firm performance. The effect is attenuated for firms in regions with strong market development and legal environment, but is accentuated for firms that are less socially important to the local government. Our findings highlight a substitution effect between political connections and D&O insurance in protecting managers and directors against legal liability, and advance our understanding of the key drivers of D&O insurance purchase in emerging markets.

Size and value in China

Journal of Financial Economics 2019 134(1), 48-69 open access
We construct size and value factors in China. The size factor excludes the smallest 30% of firms, which are companies valued significantly as potential shells in reverse mergers that circumvent tight IPO constraints. The value factor is based on the earnings-price ratio, which subsumes the book-to-market ratio in capturing all Chinese value effects. Our three-factor model strongly dominates a model formed by just replicating the Fama and French (1993) procedure in China. Unlike that model, which leaves a 17% annual alpha on the earnings-price factor, our model explains most reported Chinese anomalies, including profitability and volatility anomalies.