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The impact of foreign bank entry in emerging markets: Evidence from India

Journal of Financial Intermediation 2010 19(1), 26-51
This paper uses the entry of foreign banks into India during the 1990s—analyzing variation in both the timing of the new foreign banks’ entries and in their location—to estimate the effect of foreign bank entry on domestic credit access and firm performance. In contrast to the belief that foreign bank entry should improve credit access for all firms, the estimates indicate that foreign banks financed only a small set of very profitable firms upon entry, and that on average, firms were 8 percentage points less likely to have a loan after a foreign bank entry because of a systematic drop in domestic bank loans. Similar estimates are obtained using the location of pre-existing foreign firms as an instrument for foreign bank locations. Moreover, the observed decline in loans is greater among smaller firms, firms with fewer tangible assets, and firms affiliated with business groups. The drop in credit also appears to adversely affect the performance of smaller firms with greater dependence on external financing. Overall, this evidence is consistent with the exacerbation of information asymmetries upon foreign bank entry.

Playing it safe? Managerial preferences, risk, and agency conflicts

Journal of Financial Economics 2016 122(3), 431-455
This article examines managers’ incentive to play it safe. We find that, after managers are insulated by the adoption of an antitakeover law, they take value-destroying actions that reduce their firms’ stock volatility and risk of distress. To illustrate one such action, we show that managers undertake diversifying acquisitions that target firms likely to reduce risk, have negative announcement returns, and are concentrated among firms with managers who gain the most from reducing risk. Our findings suggest that instruments typically used to motivate managers, such as greater financial leverage and larger ownership stakes, exacerbate risk-related agency challenges.

Common Errors: How to (and Not to) Control for Unobserved Heterogeneity

Review of Financial Studies 2014 27(2), 617-661
Controlling for unobserved heterogeneity (or “common errors”), such as industry-specific shocks, is a fundamental challenge in empirical research.This paper discusses the limitations of two approaches widely used in corporate finance and asset pricing research: demeaning the dependent variable with respect to the group (e.g., “industry-adjusting”) and adding the mean of the group's dependent variable as a control. We show that these methods produce inconsistent estimates and can distort inference. In contrast, the fixed effects estimator is consistent and should be used instead. We also explain how to estimate the fixed effects model when traditional methods are computationally infeasible.

Passive investors, not passive owners

Journal of Financial Economics 2016 121(1), 111-141
Passive institutional investors are an increasingly important component of U.S. stock ownership. To examine whether and by which mechanisms passive investors influence firms' governance, we exploit variation in ownership by passive mutual funds associated with stock assignments to the Russell 1000 and 2000 indexes. Our findings suggest that passive mutual funds influence firms' governance choices, resulting in more independent directors, removal of takeover defenses, and more equal voting rights. Passive investors appear to exert influence through their large voting blocs, and consistent with the observed governance differences increasing firm value, passive ownership is associated with improvements in firms’ longer-term performance.

It’s not so bad: Director bankruptcy experience and corporate risk-taking

Journal of Financial Economics 2021 142(1), 261-292
We show that firms take more (but not necessarily excessive) risks when one of their directors experiences a corporate bankruptcy at another firm where they concurrently serve as a director. This increase in risk-taking is concentrated among firms where the director experiences a shorter, less-costly bankruptcy and where the affected director likely exerts greater influence and serves in an advisory role. The findings show that individual directors, not just CEOs, can influence a wide range of corporate outcomes. The findings also suggest that individuals actively learn from their experiences and that directors tend to lower their estimate of distress costs after participating in a bankruptcy firsthand.

Who's paying attention? Measuring common ownership and its impact on managerial incentives

Journal of Financial Economics 2020 137(1), 152-178
We derive a measure that captures the extent to which common ownership shifts managers’ incentives to internalize externalities. A key feature of the measure is that it allows for the possibility that not all investors are attentive to whether a manager's actions benefit the investor's overall portfolio. Empirically, we show that potential drivers of common ownership, including mergers in the asset management industry and, under certain circumstances, even indexing, could diminish managerial motives to internalize externalities. Our findings illustrate the importance of accounting for investor inattention when analyzing whether the growth of common ownership affects managerial incentives.

When Do Judges Throw the Book at Companies? The Influence of Partisanship in Corporate Prosecutions

Review of Financial Studies 2026
We document that judges’ political affiliations are strongly associated with the level of judicial penalties levied against companies. For example, Republican-appointed judges impose larger fines for hiring illegal immigrants, while Democrat-appointed judges impose larger fines for pollution- and environment-related violations. Time-series variation suggests that political partisanship, not fixed ideological differences, drives these findings. The differences become amplified when higher-court judicial vacancies exist and in the months before national elections. Our findings highlight the importance of political polarization for U.S. companies and illustrate how judicial composition can affect firms’ incentive to avoid violating laws connected to partisan issues.

More informative disclosures, less informative prices? Portfolio and price formation around quarter-ends

Journal of Financial Economics 2022 146(2), 665-688
Fund trades and stock prices vary systematically with the quarterly reporting cycle. Funds accelerate trades that complete the building of existing positions at quarter-end but delay trades that initiate the building of new positions until the start of the new quarter. Evidence suggests these trade dynamics are driven by a dual desire to make disclosures more informative about future holdings but avoid disclosing incomplete positions. Consistent with disclosure-based motives unrelated to new information about intrinsic values driving these quarterly trade dynamics, both stock price informativeness and commissions paid by funds drop at quarter-end.

The Big Three and board gender diversity: The effectiveness of shareholder voice

Journal of Financial Economics 2023 149(2), 323-348
In 2017, “The Big Three” institutional investors launched campaigns to increase gender diversity on corporate boards. We estimate that their campaigns led American corporations to add at least 2.5 times as many female directors in 2019 as they had in 2016. Firms increased diversity by identifying candidates beyond managers’ existing networks and by placing less emphasis on candidates’ executive experience. Firms also promoted more female directors to key board positions, indicating firms’ responses went beyond tokenism. Our results highlight index investors’ ability to effectuate broad-based governance changes and the impact of investor buy-in in increasing corporate-leadership diversity.