To make high-quality research more accessible and easier to explore.

Fields:
5 results

Does Disclosure Regulation Affect Mutual Fund Families’ Proxy Voting?

The Accounting Review 2025 100(3), 333-361
Nonactivist investors that own more than 5 percent of a firm must report their holdings by filing a 13G in which they must commit to not influencing control of the firm. Mutual fund families are the most common investors filing 13Gs. I study whether the 13G requirement affects mutual fund families’ voting in proxy contests. I find mutual fund families that file the form are less likely to vote for activist proposals than are those that do not, suggesting that the requirement discourages mutual fund families from supporting activists who seek to influence control of the firm. The effects strengthen when vote outcomes directly affect the firm’s control and when activists pose a higher threat to the firm. I further document that the aggregate voting power of 13G-filing mutual fund families correlates with management winning contested votes and retaining board seats during proxy contests. Data Availability: Data are available from the public sources cited in the text.

Quid Pro Quo? Private Information Flows in Shareholder Activism: Evidence from Mutual Fund Families

Journal of Accounting Research 2026 open access
This paper hypothesizes that information flows from target firms to large shareholders during activist campaigns and that these flows have governance consequences. Focusing on actively managed mutual fund families, we find that informed trading by large‐holding fund families increases during activist campaigns relative to smaller‐holding fund families invested in the same firms. The effect is stronger for firms that attend more invitation‐only investor events, face greater threats from activist campaigns, and are harder to value. Consistent with information flowing from management to large‐holding fund families, the effect strengthens when Regulation Fair Disclosure enforcement is lax and when the information is favorable to the firm. Furthermore, the increased information advantage is associated with more management‐friendly voting behavior by these investors and a higher likelihood of target firms winning activist campaigns and retaining board seats. Overall, our findings are consistent with a potential quid pro quo in which investors’ access to information from management is associated with more pro‐management behavior.

Anonymous Equity Research

Journal of Accounting Research 2021 59(2), 575-611 open access
Crowdsourced financial information platforms often allow content contributors to publish equity research anonymously. This study examines whether investors value or discount information in anonymous equity research. In the short window around research releases, we find that investors’ stock price reaction to anonymous research is muted in comparison to nonanonymous research. Consistent with credibility concerns influencing investor response, we document that this discount to anonymous research dissipates as the monitoring of content contributors intensifies and as authors develop a reputation for high‐quality reporting. In addition, we perform a content analysis on the research reports and find that the muted market reaction to anonymous equity research is robust to controlling for textual attributes of information content, further supporting our inference that investors’ are concerned about the credibility of anonymous equity research.

Individual investors’ paid news subscriptions

Review of Accounting Studies 2026 open access
We study individual investors’ paid news subscriptions. Among individual investors, only 4% of individual-quarters include a news subscription, and 1.2% include a financial news subscription. These low rates mask substantial variation across news sources and over time. Within financial news, approximately 30% of aggregate subscription dollars are spent on crowdsourced news, with the remaining 70% spent on traditional financial news. Subscription dollars vary over time, with crowdsourced news at times matching or exceeding traditional financial news. We also find that subscriptions are correlated with capital market activity. Aggregated payments for subscriptions, particularly for crowdsourced news, are correlated with stock market valuation, trading volume, and investment. Similarly, within individuals, the association between subscriptions and investment is driven primarily by crowdsourced news: subscribing is associated with a $280 increase in quarterly investment. Overall, our findings highlight variation in individual investors’ news subscriptions and their correlated investment activities.

The Informational Role of Investor Relations: Evidence from the Debt Market

The Accounting Review 2021 96(6), 275-302
We explore the role of investor relations (IR) in debt markets. Using earnings announcements as a laboratory, we examine whether, when, and to what extent IR departments help credit investors assimilate information. We find that the presence of IR decreases (increases) the negative (positive) impact on CDS spreads stemming from bad (good) earnings news, suggesting that IR efforts improve information precision and reduce transparency risk. Cross-sectional analyses suggest that IR matters more when uncertainty is high and creditors are concerned about the credit risk implications of firm performance. We also find that IR firms receive higher credit ratings and fewer covenants when issuing bonds, and CDS markets react less negatively when IR firms' bond ratings are downgraded below investment grade. Because firms choose their IR activities, we show that our inferences are robust to multiple methods of addressing endogeneity. Overall, we find that IR departments are influential in debt markets.