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Valuing Changes in Political Networks: Evidence from Campaign Contributions to Close Congressional Elections

Review of Financial Studies 2015 28(11), 3188-3223
This paper investigates the value of firm political connections using a regression discontinuity design in a sample of close, off-cycle U.S. congressional elections. I compare firms donating to winning candidates and firms donating to losing candidates and find that postelection abnormal equity returns are 3% higher for firms donating to winning candidates. Connections to politicians serving on powerful congressional committees, such as appropriations and taxation, are especially valuable and impact contributing firms sales. Firms' campaign contributions are correlated with other political activities such as lobbying and hiring former government employees, suggesting that firms take coordinated actions to build political networks.

Valuing Changes in Political Networks: Evidence from Campaign Contributions to Close Congressional Elections

Review of Financial Studies 2015 28(11), 3188-3223
This paper investigates the value of firm political connections using a regression discontinuity design in a sample of close, off-cycle U.S. congressional elections. I compare firms donating to winning candidates and firms donating to losing candidates and find that postelection abnormal equity returns are 3% higher for firms donating to winning candidates. Connections to politicians serving on powerful congressional committees, such as appropriations and taxation, are especially valuable and impact contributing firms sales. Firms' campaign contributions are correlated with other political activities such as lobbying and hiring former government employees, suggesting that firms take coordinated actions to build political networks.

The Limits of Limited Liability: Evidence from Industrial Pollution

Journal of Finance 2021 76(1), 5-55
ABSTRACT We study how parent liability for subsidiaries' environmental cleanup costs affects industrial pollution and production. Our empirical setting exploits a Supreme Court decision that strengthened parent limited liability protection for some subsidiaries. Using a difference‐in‐differences framework, we find that stronger liability protection for parents leads to a 5% to 9% increase in toxic emissions by subsidiaries. Evidence suggests the increase in pollution is driven by lower investment in abatement technologies rather than increased production. Cross‐sectional tests suggest convexities associated with insolvency and executive compensation drive heterogeneous effects. Overall, our findings highlight the moral hazard problem associated with limited liability.

Politicizing consumer credit

Journal of Financial Economics 2021 139(2), 627-655 open access
Powerful politicians can interfere with the enforcement of regulations. As such, expected political interference can affect constituents’ behavior. Using rotations of Senate committee chairs to identify variation in political power and expected regulatory relief, we study powerful politicians’ effect on consumer lending to communities protected by fair-lending regulations. We find a 7.5% reduction in credit access to minority neighborhoods in states with new committee chairs. Larger reductions occur in Community Reinvestment Act-eligible neighborhoods and when Senators serve on committees that oversee the enforcement of fair-lending laws. Banks headquartered in powerful Senators’ states are responsible for the reduction in credit access.

Hacking corporate reputations

Review of Finance 2026 30(3), 795-862 open access
Abstract We exploit unexpected corporate data breaches to study the loss and repair of corporate reputation. Reputation loss decreases equity and brand values, increases customer churn, and prompts more negative media coverage. Firms repair their reputation by increasing their charitable donations and have CSR scores that are more than 0.5 standard deviations higher. They increase political contributions, employee wages, and IT investment. These actions are targeted to stakeholders that are particularly important or in situations that are particularly salient to their stakeholders. We observe similar dynamics of reputation loss and repair following the release of negative news about firms’ social behaviors.

Price revelation from insider trading: Evidence from hacked earnings news

Journal of Financial Economics 2022 143(3), 1162-1184 open access
From 2010 to 2015, a group of traders illegally accessed earnings information before their public release by hacking several newswire services. We use this scheme as a natural experiment to investigate how informed investors select among private signals and how efficiently financial markets incorporate private information contained in trades into prices. We construct a measure of qualitative information using machine learning and find that the hackers traded on both qualitative and quantitative signals. The hackers’ trading caused 15% more of the earnings news to be incorporated in prices before their public release. Liquidity providers responded to the hackers’ trades by widening spreads.