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Motivated Errors

American Economic Review 2024 114(4), 961-987
Myriad environments allow for the possibility of confusion. Agents may appeal to such confusion—or the possibility of making an honest mistake—to justify their behavior. In three sets of experiments involving thousands of subjects, we document evidence of such motivated errors. We document this evidence in a simple environment in which the scope for errors is small and in more complex environments in which subjects display correlation neglect and an anchoring bias. (JEL C91, D12, D64, D81, D83, D91)

Auditing from a Distance: The Impact of Remote Auditing and Supervisor Monitoring on Analytical Procedures Judgments

The Accounting Review 2024 99(5), 123-146 open access
ABSTRACT As remote auditing remains widespread, the profession is concerned that decreased auditor-client interactions and remote supervision challenges can reduce audit quality. In response, some firms have increased supervisor monitoring of remote auditors. We experimentally examine how two key remote audit factors, the spatial distance between auditors and clients and the frequency of supervisor monitoring, influence auditors’ judgments in creative tasks. We predict and find that working remotely facilitates auditors’ higher-level cognition that enhances creative hypothesis generation and improves decision quality when uncovering a seeded error if monitored less frequently than more frequently. More frequent monitoring constrains auditors, which squashes effort and creativity, diminishing the benefits of working remotely. Working onsite at the client location reduces the sense of psychological distance, thereby diminishing the difference between monitoring frequencies. These findings have implications for audit practice as working remotely can enhance performance on creative problem-solving tasks, but only when monitored less frequently.

Two Sides of the Same Coin: The Good and Bad of Alumni Affiliation during Auditor Evidence Collection

The Accounting Review 2024 99(1), 191-206
ABSTRACT Regulators and researchers express concern about auditors who leave their firms for employment at their clients, due to lingering relationships which might represent a threat to audit quality. These relationships could negatively impact audit quality through undue influences of the client personnel on auditor judgment. We examine how these relationships influence novice auditors during evidence collection. Understanding the effects of alumni affiliation on evidence collection is important because undiscovered issues at this phase may go unaddressed, potentially hurting audit quality. Contrary to most research findings, we find that alumni affiliation can benefit the audit by increasing auditors’ evidence collection. However, we also find, when auditors become depleted, the benefits of alumni affiliation actually reverse, as auditors overrely on the relationship, leading them to prematurely cease evidence collection. These findings have implications for both practitioners and researchers. Data Availability: Data are available from the authors upon request.

Time Series Variation in the Efficacy of Executive Risk-Taking Incentives: The Role of Market-Wide Uncertainty

The Accounting Review 2024 99(2), 113-141
ABSTRACT Boards of directors encourage risk-averse managers to take risky actions by providing stock options and severance pay. We demonstrate that the ability of these incentives to encourage risk-taking hinges on the level of uncertainty facing the manager. We confirm prior findings that stock option convexity encourages risk-taking but find that this relation only holds when market-wide uncertainty is low. We also confirm prior findings that severance pay encourages risk-taking but find that this relation only holds during high market-wide uncertainty and negative market-wide performance. Finally, we find that compensation committees respond to variation in uncertainty by adjusting the level of option grants. Our results suggest that the effectiveness of incentives to take risk varies with the market-wide uncertainty, and that boards consider this in annual compensation design. Data Availability: Data are available from the public sources cited in the text. JEL Classifications: G30; G34; K22; M40; M46.

Signing Blank Checks: The Roles of Disclosure and Reputation in the Face of Limited Information

The Accounting Review 2024 99(2), 395-419
ABSTRACT We examine how disclosure and manager reputation influence capital raised when there is no commercial substance underlying the investment. Special Purpose Acquisition Companies (SPACs or “blank check” companies) do not have operations or substantive assets at the IPO but promise to use the funds raised to acquire a private firm, generally within two years. Given the lack of commercial substance and historically poor ex post performance, it is unclear what SPACs disclose at the IPO and why investors invest. Although disclosure is important in traditional IPOs, the underlying information available differs for SPACs. Nonetheless, our evidence suggests disclosures are useful to SPAC investors, although differently than for traditional IPO investors. We also examine manager reputation and find prior SPAC or CEO experience and celebrity status are associated with funds raised. Even when an investment lacks commercial substance, disclosure and reputation are important for investing decisions. Data Availability: Data are available from the public sources cited in the text. JEL Classifications: G24; G34; M41; M50.

Common Ownership, Executive Compensation, and Product Market Competition

The Accounting Review 2024 99(2), 31-56
ABSTRACT The negative effects of common ownership on competition have received significant attention, but many proposed mechanisms for institutional investor influence seem implausible. We develop and test an analytical model of optimal compensation in an oligopoly with common ownership, focusing on revenue-based pay as a plausible channel through which institutional investors might influence competition. Our model implies a negative effect of common ownership on firms’ use of revenue-based pay. Using both associative analyses and an event study difference-in-differences design based on plausibly exogenous institutional mergers, we find no evidence of a negative relation between common ownership and the use of revenue-based pay, except in an economically small subsample of extremely concentrated owners. Results involving relative performance incentives are similar. Collectively, our results provide no support for the notion that cross-owning blockholders in general influence compensation contracts in order to soften executives’ incentives to compete aggressively. Data Availability: Data are available from the public sources cited in the text. JEL Classifications: D43; G30; L13; M12; M40; M52.

Broadband Internet and the Stock Market Investments of Individual Investors

Journal of Finance 2024 79(3), 2163-2194 open access
ABSTRACT We study the effects of broadband internet use on the investment decisions of individual investors. A public program in Norway provides plausibly exogenous variation in internet use. Our instrumental variables estimates show that internet use causes a substantial increase in stock market participation, driven primarily by increased fund ownership. Existing investors tilt their portfolios toward funds, thereby obtaining more diversified portfolios and higher Sharpe ratios, and do not increase their trading activity in stocks. Overall, access to high‐speed internet spurs a “democratization of finance,” with individuals making investment decisions that are more in line with the advice from portfolio theory.

Connectors: A Catalyst for Team Creativity

The Accounting Review 2024 99(1), 57-80
ABSTRACT Creativity drives profit in an idea economy, and many companies organize teams to facilitate creativity. This paper investigates the strategic deployment of individuals to boost a team’s creativity. More individualistic team members tend to generate highly original ideas yet are less likely to share these ideas. We theorize that adding a connector—an individual strongly predisposed to form and foster relationships—to a team will enable more idea sharing among individualistic team members, thus increasing the likelihood that the team’s creative potential will be realized. We leverage a new conceptualization of the “connector” construct to identify connectors and then use an experiment to study the impact of their presence or absence on team creative performance. Our results support these predictions and suggest that connectors improve team creativity by enabling others to share in the creative process and not because connectors themselves exhibit greater creative performance than their average peer. Data Availability: The data reported in the paper are available from the authors.

Very Noisy Option Prices and Inference Regarding the Volatility Risk Premium

Journal of Finance 2024 79(5), 3581-3621
ABSTRACT The stylized fact that volatility is not priced in individual equity options does not withstand scrutiny. First, we show that the average return of heavily traded deep out‐of‐the‐money call options on stocks is −116 basis points per day. Second, Fama‐MacBeth estimates of the volatility risk premium in stock options are similar to those in S&P 500 Index call options. Third, the mean return of heavily traded delta‐hedged at‐the‐money calls (puts) is −23 (−30) basis points. Fourth, the variance risk premium in stock options is negative. Our analysis highlights the importance of microstructure biases and robustness in empirical work with options.

Tax Boycotts

The Accounting Review 2024 99(1), 1-29
ABSTRACT To what extent do U.S. consumers change their purchase behavior or, in the extreme, boycott companies based on negative information about corporate tax activities? Practitioner publications and academic research identify consumers as a key corporate tax stakeholder. But we have limited empirical evidence whether information about corporate tax activities influences consumer actions. We undertake a comprehensive study of this question, triangulating across several settings. First, a representative sample of consumers suggests they rarely boycott in response to corporate tax activities. Next, an analysis of granular retail scanner data fails to provide compelling evidence of consumer purchase responses to negative tax news. An analysis of individual foot traffic at retail establishments around negative tax news again fails to suggest U.S. consumers change their shopping activities in response to negative tax news. The combined evidence suggests consumers do not meaningfully alter their purchase behavior in response to negative tax news. JEL Classifications: M41; M48; H25; H26.