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Women in Politics: The Effect on Board Diversity

Journal of Financial and Quantitative Analysis 2026 61(4), 1803-1840
Abstract We use a sharp regression discontinuity design (RDD) to show that victories by women candidates in close House, Senate, and gubernatorial elections lead to an increase in female directors in firms located in the candidates’ districts. The causal effect is higher when the media coverage of the woman candidate is higher, when voter turnout is high, and when firms have more local directors and local institutional investors. The heterogeneous regression discontinuity (RD) effects suggest that electoral wins may influence local gender norms and firms’ board diversity through multiple channels, including conveying majority views on gender-related social norms, increasing exposure to exemplar women, and facilitating learning about women’s different but effective leadership styles. The evidence suggests a potential spillover effect from women’s political leadership to the corporate world.

Real(istic) Time-Varying Probability of Consumption Disasters

Journal of Financial and Quantitative Analysis 2026 61(2), 906-940
Abstract We model the time-varying probability of consumption disasters with international risk interactions and estimate the model using national accounts data of 42 countries back to 1833. The estimated world and country-specific disaster probabilities accord well with historical macroeconomic disasters. A match of the equity premium requires a relative risk aversion coefficient of approximately 5, which is significantly lower than previous estimates. Furthermore, the model provides notably better fits for equity volatility compared with alternative rare-disaster models. Finally, the disaster probability index estimated from the model demonstrates significant out-of-sample predictive power over long horizons, performing well not only over time but also across countries.

Optimal Ownership and Capital Structure with Agency Conflicts

Journal of Financial and Quantitative Analysis 2026 61(2), 872-905
Abstract We develop a continuous-time model examining agency conflicts among controlling shareholders (managers), minority shareholders, and creditors in corporate investment decisions. The manager’s private benefits encourage overinvestment, while their equity stake and debt overhang lead to underinvestment. We show these offsetting incentive effects can achieve optimal investment timing under certain conditions. Agency costs exhibit U-shaped relationships with private benefits, tax rates, volatility, managerial ownership, and leverage. The model reveals how the interplay among agency conflicts, tax benefits, and bankruptcy costs shapes optimal ownership and capital structure, explaining several documented empirical patterns in corporate finance.

Competition and Debt Conservatism

Journal of Financial and Quantitative Analysis 2026 61(3), 1459-1491 open access
Abstract Exploiting changes in countries’ competition laws, we find that competition increases firms’ propensity to use zero leverage (ZL). We test the financial-flexibility, financial-constraint, and quiet-life explanations for this result, concluding that desire for flexibility is the one most likely. The relation between competition and ZL strengthens with cash-flow volatility, which supports the flexibility motive. Adoption of ZL by firms is accompanied by increases in payouts, so it is unlikely that ZL adopters are constrained. Proxies for governance have no effect on the relation between competition and ZL, suggesting that desire for a quiet life is not the explanation either.

Market Feedback Effect on CEO Pay: Evidence from Peers’ Say-on-Pay Voting Failures

Journal of Financial and Quantitative Analysis 2026 61(3), 1348-1386
Abstract This article shows that when a compensation peer firm experiences a significant failure in its say-on-pay (SOP) voting, the focal firm’s stock price is adversely affected, resulting in reduced CEO pay in the subsequent period. This pay-reduction effect is amplified when the board is more powerful, when proxy advisors express concerns about CEO pay, and when the compensation consultant lacks quality. Directors who react to the price drop and cut the CEO’s pay receive higher votes in future director elections, implying a market feedback effect for directors of the focal firm triggered by their peers’ SOP voting failure.

Do Shareholder Leverage Constraints Affect Debtholders?

Journal of Financial and Quantitative Analysis 2026 61(4), 2033-2072
Abstract We examine the relationship between shareholder leverage constraints and corporate risk-taking, focusing on its impact on debtholders. Our findings show that mutual fund leverage constraints are related to more risk-taking activities of portfolio companies, inducing higher credit risk and greater risk-shifting concerns for the firms’ debtholders. In response, the debtholders raise borrowing costs and tighten lending conditions. These effects intensify for firms facing higher levels of conflict between debtholders and shareholders and when mutual funds exert greater influence over firms. Econometric analyses, including instrumental variable specifications and asset management company mergers, support a causal interpretation.

Insiders’ Information Advantage: Evidence from Competition with Short Sellers

Journal of Financial and Quantitative Analysis 2026 61(4), 1841-1880 open access
Abstract We study the information content of corporate insiders’ trades after earnings announcements. We find little evidence that insiders trade on foreknowledge of material information in the post-SOX period. Conditioning on short-selling activity as a proxy for demand of arbitrageurs who exploit short-term mispricing, we show that insiders profit from selling because of their ability to exploit short-term mispricing after earnings releases. In contrast before SOX, insiders do take advantage of foreknowledge of material information while selling. Insider purchases are based on foreknowledge of material information both before and after SOX, but they are rare and have small economic magnitude.

Learning About Directors

Journal of Financial and Quantitative Analysis 2026 61(1), 239-280 open access
Abstract This article studies the importance of corporate boards through a learning model in which capital markets learn about incoming directors’ quality. The model’s predictions are tested across a large sample of director appointments. Estimates show that governance-related uncertainty accounts for about 10% of stock return volatility when a new director joins. The learning framework provides a theoretically grounded approach to identify when directors matter more to investors. The analysis shows that director importance varies with board composition and firm attributes: Investors perceive directors as more important on boards with greater generational diversity, in smaller firms, and firms with higher knowledge capital.

Corporate Culture Messaging and National Politics

Journal of Financial and Quantitative Analysis 2026 61(3), 1315-1347 open access
Abstract This study examines how changes in political leadership and rising U.S. polarization flow through societal culture to corporate culture. Using quasi-experimental methods, we find that executives adjust culture messaging in earnings calls on extensive and intensive margins across varying political contexts. These changes follow two pathways: under political alignment, executives emphasize their firm’s culture, motivated by pride; and under political misalignment, executives reduce cultural messaging—particularly innovation, quality, and respect—due to lower perceived growth opportunities. Additional tests reveal these changes reflect strategic communication rather than fundamental cultural changes. Our findings highlight how cultural messaging varies with political context.

Debt–Equity Conflicts and Efficiency of Distressed Firms: Evidence from Japanese Banker-Directors

Journal of Financial and Quantitative Analysis 2026 61(3), 1283-1314 open access
Abstract This study provides direct evidence of the association between debt–equity conflict and investment efficiency in financially distressed firms. Leveraging a unique institutional setting in Japan, we examine the impact of lender-affiliated directors on the managerial decisions of their borrowers. Although banker-directors do not influence firms at low risks of default, their presence leads to more conservative financial decisions in distressed firms, thereby mitigating shareholder exploitation. They also reduce information frictions to prevent overinvestment and underinvestment. However, despite within-firm efficiency gains, potential spillover effects on other stakeholders raise questions about the broader welfare implications of this debt–equity conflict mitigation.