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Hedge Fund Intervention and Accounting Conservatism

Contemporary Accounting Research 2015 32(1), 392-421
Hedge fund intervention has been associated with many positive corporate changes and is an important vehicle for informed shareholder monitoring. Effective monitoring has also been positively associated with accounting conservatism. Building upon these prior results, we predict an increase in accounting conservatism after hedge fund intervention. We use a large sample of hedge fund activist events and identify control firms with similar likelihoods of being targeted using the propensity score matching method to apply difference‐in‐difference tests. We find that when hedge fund activists have relatively large ownership and sufficient time to exert their monitoring power, target firms experience significant increases in conditional conservatism. CFO turnovers, upward/lateral auditor switches, and improvements in audit committee independence after intervention are accompanied by greater increases in conditional conservatism. Finally, we find greater increases in conditional conservatism when there is a lack of monitoring by dedicated institutional investors before the intervention. Our study suggests that hedge fund activists improve accounting monitoring tools and thus adds important new evidence on the effectiveness of shareholder monitoring on accounting practices.

Common institutional blockholders and tail risk

Journal of Banking & Finance 2023 148, 106723
We find that the tail risk of a firm's stock returns is positively affected by the tail risk of other firms held by the same common institutional blockholder (CIB). The CIB peer effect on tail risk increases (decreases) after exogenous initiations (terminations) of peer connections via CIB ownership, consistent with a causal interpretation. Our findings support the disclosure herding hypothesis, which predicts that firms release bad news after other firms’ bad news announcements. In addition, commonality in the real investment decisions of a firm and its CIB peers, along with the common trading pressure of these firms, contribute to the positive relationship between firms’ tail risk, highlighting the multifaceted roles of institutional investors in the contagion of firms’ tail risk. Finally, the CIB peer effect on tail risk is stronger when the CEO is more risk averse, CIBs hold more shares, or CIBs are pressure-sensitive (i.e., banks and insurance companies).

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
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.

Institutional monitoring through shareholder litigation

Journal of Financial Economics 2010 95(3), 356-383
This paper investigates the effectiveness of using securities class action lawsuits in monitoring defendant firms by institutional lead plaintiffs from two aspects: (1) immediate litigation outcomes, including the probability of surviving the motion to dismiss and the settlement amount, and (2) subsequent governance improvement such as changes in board independence. Using a large sample of securities lawsuits from 1996 to 2005, we show that institutional investors are more likely to serve as the lead plaintiff for lawsuits with certain characteristics. After controlling for these determinants of having an institutional lead plaintiff, we show that securities class actions with institutional owners as lead plaintiffs are less likely to be dismissed and have larger monetary settlements than securities class actions with individual lead plaintiffs. This effect exists for various types of institutions including public pension funds. We also find that, after the lawsuit filings, defendant firms with institutional lead plaintiffs experience greater improvement in their board independence than defendant firms with individual lead plaintiffs. Our study suggests that securities litigation is an effective disciplining tool for institutional owners.

Innovation and Corporate Tax Planning: The Distinct Effects of Patents and R&D*

Contemporary Accounting Research 2021 38(1), 621-653
Using a large US sample, we find a significant and positive relation between patents and corporate tax planning, and the effect is incremental to the effect of R&D on tax planning. We employ a quasi‐natural experiment based on staggered industry‐level innovation shocks to identify the positive causal effect of patents on corporate tax planning. We also find that patents are not associated with tax planning for domestic firms, but their association with tax planning is concentrated in multinational firms, which have the ability to shift domestic income to low‐tax countries. Moreover, we find that the identified effect mainly exists in the post–check‐the‐box (CTB) rule period when shifting income among affiliates becomes more flexible and convenient. Finally, we use two income‐shifting models and find that patents, rather than R&D, facilitate tax planning through an income‐shifting channel. Overall, our results suggest that R&D and patents facilitate firms' tax planning in distinct ways: R&D facilitates tax planning as intended through tax credits and deductions, whereas patents are used by taxpayers to avoid taxes aggressively through income shifting.

The Effect of Hedge Fund Activism on Corporate Tax Avoidance

The Accounting Review 2012 87(5), 1493-1526
This paper examines the impact of hedge fund activism on corporate tax avoidance. We find that relative to matched control firms, businesses targeted by hedge fund activists exhibit lower tax avoidance levels prior to hedge fund intervention, but experience increases in tax avoidance after the intervention. Moreover, findings suggest that the increase in tax avoidance is greater when activists have a successful track record of implementing tax changes and possess tax interest or knowledge as indicated by their Securities and Exchange Commission (SEC) 13D filings. We also find that these greater tax savings do not appear to result from an increased use of high-risk and potentially illegal tax strategies, such as sheltering. Taken together, the results suggest that shareholder monitoring of firms, in the form of hedge fund activism, improves tax efficiency. JEL Classifications: G32; G34; H26. Data Availability: Data are available from sources identified in the text.

Corporate Tax Benefits from Hometown-Connected Politicians

The Accounting Review 2024 99(3), 59-86
This study examines whether politicians exhibit hometown favoritism in assigning preferential corporate income tax rates. We find that firms with hometown connections to incumbent provincial leaders experience favorable tax treatment. This effect is more pronounced when those leaders have strong hometown preferences and weaker when they have a strong incentive to seek promotion, suggesting that social incentives are the primary drivers of the effects on corporate tax benefits of hometown favoritism by politicians. Moreover, this effect is intensified when members of senior management have personal connections with the provincial leader. The mechanism test reveals that the provincial governments tend to qualify connected firms for preferential tax policies under their jurisdictions. Overall, our results suggest that hometown favoritism by politicians promotes tax benefits for business entities. Data Availability: Data are available from the public sources cited in the text.