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Profiting from government stakes in a command economy: Evidence from Chinese asset sales

Journal of Financial Economics 2010 96(3), 399-412
We examine the market response to an unexpected announcement of the sale of government-owned shares in China. In contrast to earlier work, we find a negative effect of government ownership on returns at the announcement date and a symmetric positive effect from the policy's cancellation. We suggest that this results from the absence of a Chinese political transition to accompany economic reforms, so that the benefits of political ties outweigh the efficiency costs of government shareholdings. Companies managed by former government officials have positive abnormal returns, suggesting that personal ties can substitute for government ownership as a source of connections.

Air pollution, affect, and forecasting bias: Evidence from Chinese financial analysts

Journal of Financial Economics 2021 139(3), 971-984
We document a negative relation between air pollution during corporate site visits by investment analysts and subsequent earnings forecasts. After accounting for analyst, weather, and firm characteristics, an extreme worsening of air quality from “good/excellent” to “severely polluted” is associated with a more than 1 percentage point lower profit forecast, relative to realized profits. We explore heterogeneity in the pollution-forecast relation to understand better the underlying mechanism. Pollution only affects forecasts that are announced in the weeks immediately following a visit, indicating that mood likely plays a role, and the effect of pollution is less pronounced when analysts from different brokerages visit on the same date, suggesting a debiasing effect of multiple perspectives. Finally, there is suggestive evidence of adaptability to environmental circumstances – forecasts from analysts based in high pollution cities are relatively unaffected by site visit pollution.