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Investor Relations, Engagement, and Shareholder Activism

The Accounting Review 2022 97(2), 77-106 open access
A dedicated investor relations (IR) function facilitates direct and ongoing dialog between management and shareholders. This paper examines whether this form of engagement mitigates activism that relies upon support from other shareholders. We find that IR engagement is associated with increased investor confidence in management and the board, as well as a lower likelihood of activism, with this deterrent effect becoming stronger when there are fewer frictions surrounding the development of mutual understanding and trust with investors. We also find that when firms do experience an activist campaign, firms with IR engagement have less costly and contentious campaigns, including a lower likelihood of CEO turnover, than those without such a commitment. Taken together, our findings suggest that direct and ongoing IR engagement is an important factor in achieving mutual understanding and trust between the firm and its shareholders, which deters activist investors and mitigates the costly escalation of initiated campaigns.

The Impact of Management Practices on Employee Productivity: A Field Experiment with Airline Captains

Journal of Political Economy 2020 128(4), 1195-1233 open access
Increasing evidence indicates the importance of management in determining firms' productivity. Yet causal evidence regarding the effectiveness of management practices is scarce, especially for skilled labor in the developed world. In a field experiment measuring commercial airline captains’ productivity, we test four distinct management practices: performance monitoring, performance feedback, target setting, and prosocial incentives. These practices—particularly monitoring and target setting—significantly increase captains' productivity on the targeted fuel-saving dimensions, with positive spillovers on job satisfaction and CO2 emissions. The study reveals an uncharted research opportunity to delve into the black box of firms to examine the determinants of productivity among skilled labor.

A Random Attention Model

Journal of Political Economy 2020 128(7), 2796-2836 open access
This paper illustrates how one can deduce preference from observed choices when attention is both limited and random. We introduce a random attention model where we abstain from any particular attention formation and instead consider a large class of nonparametric random attention rules. Our intuitive condition, monotonic attention, captures the idea that each consideration set competes for the decision maker’s attention. We then develop a revealed preference theory and obtain testable implications. We propose econometric methods for identification, estimation, and inference for the revealed preferences. Finally, we provide a general-purpose software implementation of our estimation and inference results and simulation evidence.

Reward Taxation, Reward Type, and Employee Effort

The Accounting Review 2025 100(5), 55-80 open access
Performance-contingent cash and tangible rewards are commonly used to motivate employees, and the taxation of such rewards is unavoidable. We use two experiments to examine how the effect of reward taxation on employee effort varies by reward type. In Experiment 1, we find reward taxation decreases positive affect, increases negative affect, and decreases reward attractiveness for employees when rewards are tangible, but not when rewards are cash. In Experiment 2, we find reward taxation reduces employee effort when rewards are tangible, but not when rewards are cash. Collectively, this evidence advances knowledge at the intersection of tax and management accounting by explaining why reward type alters the effect of reward taxation on employee effort. Moreover, our experimental results inform managers of a potential downside to using tangible rewards to motivate employees. Data Availability: Authors will make data available on request.

The Logic of Insurgent Electoral Violence

American Economic Review 2018 108(11), 3199-3231 open access
Competitive elections are essential to establishing the political legitimacy of democratizing regimes. We argue that insurgents undermine the state’s mandate through electoral violence. We study insurgent violence during elections using newly declassified microdata on the conflict in Afghanistan. Our data track insurgent activity by hour to within meters of attack locations. Our results suggest that insurgents carefully calibrate their production of violence during elections to avoid harming civilians. Leveraging a novel instrumental variables approach, we find that violence depresses voting. Collectively, the results suggest insurgents try to depress turnout while avoiding backlash from harming civilians. Counterfactual exercises provide potentially actionable insights for safeguarding at-risk elections and enhancing electoral legitimacy in emerging democracies.

Investor Relations and Private Debt Markets

The Accounting Review 2025 100(4), 109-133 open access
We examine the role of investor relations (IR) in private debt markets. We find that firms with dedicated IR officers (IROs) receive significantly lower loan spreads, particularly when lenders require a better understanding of the borrower’s risk profile. Among firms with IROs, those with longer tenured officers experience lower spreads, especially when IROs also manage financial responsibilities. To address endogeneity concerns, we demonstrate that loan spreads decline when a firm establishes an IR program and rise when the program is discontinued. Furthermore, when a different individual assumes the IRO role, loan spreads increase, even though there are no reductions in firm disclosure. Loans issued to firms with IROs also have shorter syndication duration, attract more nonrelationship, foreign, and nonbank participant lenders, feature more customized covenants, and are less likely to undergo renegotiation. Overall, our study provides robust evidence of the relevance of IR in private debt markets.

Firm Boundaries and Voluntary Disclosure

The Accounting Review 2024 99(4), 111-141 open access
We study how vertical integration shapes firms’ public disclosures. Theory suggests that firms can use public disclosure to coordinate with supply chain partners and predicts a substitution between vertical integration and public disclosure of future strategic plans, since the internalization of production reduces the need to publicly coordinate. Using data on the extent of vertical integration, we find that firms that become more vertically integrated reduce their public disclosures about their product strategies and that the reduction is most pronounced for vertically integrated firms with greater internalization of production and those with the largest informational and strategic frictions along the supply chain.

Political Connections and the Informativeness of Insider Trades

Journal of Finance 2020 75(4), 1833-1876 open access
We analyze the trading of corporate insiders at leading financial institutions during the 2007 to 2009 financial crisis. We find strong evidence of a relation between political connections and informed trading during the period in which Troubled Asset Relief Program (TARP) funds were disbursed, and that the relation is most pronounced among corporate insiders with recent direct connections. Notably, we find evidence of abnormal trading by politically connected insiders 30 days in advance of TARP infusions, and that these trades anticipate the market reaction to the infusion. Our results suggest that political connections can facilitate opportunistic behavior by corporate insiders.

Occupational Licensing and Maternal Health: Evidence from Early Midwifery Laws

Journal of Political Economy 2020 128(11), 4337-4383 open access
Exploiting variation across states and municipalities in the timing and details of midwifery laws introduced during the period 1900–1940 and using data assembled from various primary sources, we find that requiring midwives to be licensed reduced maternal mortality by 7%–8% and may have led to modest reductions in infant mortality. These estimates represent the strongest evidence to date that licensing restrictions can improve the health of consumers and are directly relevant to ongoing policy debates on the merits of licensing midwives.