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Inside the director network: When directors trade or hold inside, interlock, and unconnected stocks

Journal of Banking & Finance 2020 118, 105892
Analysis of shareholdings reveals that corporate directors generate positive alpha when they hold board interlocked stocks, where they are not an insider but a current co-board member is. In contrast, directors do not outperform when they hold inside stocks or other stocks unconnected to the board network. Analysis of trades shows that directors outperform when they buy or sell their own company's stock as insiders. They also outperform when they buy interlocked stocks. Results are similar for trades made before firm-specific information events. We also find limited support for the hypothesis that industry familiarity improves performance.

Retail trading activity and major lifecycle events: The case of divorce

Journal of Banking & Finance 2022 135, 106394 open access
How are trading activity and performance impacted by material events during individual investors’ lifetimes? Using a unique dataset, we identify transfers of common stock initiated by the major event of divorce and analyze trading patterns and performance of divorced traders. In aggregate, divorcing individuals underperform, and part of this underperformance is due to liquidation needs arising from divorce. Cross-sectionally, however, actively-trading divorced investors demonstrate superior performance in the window surrounding divorce settlement, while underperforming just prior to divorce. This result survives a difference-in-differences analysis based on a propensity-score matched sample of non-divorced investors. Our analysis thus suggests that the life-cycle distraction of divorce temporarily reduces the performance of active retail traders, which improves once the stressor is removed.

Institutional trading and asset pricing

Journal of Banking & Finance 2018 89, 59-77
This paper examines whether the trading activity of different investor types, institutional versus retail, can affect the relation between beta and average returns. We find that the beta-return relation is strong and positive on days with high institutional trading activity, and negative and significant on low institutional trading days. Our findings are robust and not driven by recently documented effects such as macroeconomic news and leverage constraints, among others. The evidence is consistent with the hypothesis that the preferences and characteristics of various investor types, which are revealed through their trading activity, cause the slope of the Security Market Line to change.