We examine whether major corporate customers can deter misconduct among their suppliers. Our findings indicate that firms with concentrated customer bases are less likely to commit misconduct and face lower penalties in equilibrium. We also observe a significant decline in supplier misconduct following the establishment of a major customer relationship. Furthermore, the deterrent effect of major customers

Ratings shopping is a well-documented cause for ratings inflation by credit rating agencies (CRAs). Its unobservability makes it difficult for market participants to undo it. In this paper, we exploit a unique regulation in India that requires CRAs to disclose ratings that were solicited but were eventually rejected by issuers. This regulation, which aims to enhance the transparency in the ratings

Roughly two decades ago, standard setters mandated recognition of two controversial expenses: stock-based compensation (SBC) and amortization of intangibles from acquisitions (AMT). Today, most firms “undo” GAAP by excluding these recurring expenses from earnings as part of their non-GAAP reporting. Do investors agree? Using short-window returns around quarterly earnings announcements, we find investors

This paper examines which municipal disclosures provide informational value to investors. Using the entire universe of post-issuance financial and event disclosures from 2009 to 2022, we find that most municipal bonds do not trade in the weeks following a disclosure. However, some disclosures do provide enough new information to increase trading. Investors trade more on credit-relevant disclosures

We examine whether CEOs use share repurchases to sell their equity at inflated prices. We document that share repurchases, like equity-based compensation, are affected by the corporate calendar—the firm's schedule of earnings announcements and insider trading restrictions. The corporate calendar can fully explain why share repurchases and equity-based compensation coincide. The alignment with the corporate

We examine the objective function of the SEC against financial misconduct by estimating a structural model of the interactions between the SEC and a regulated firm. The SEC considers social costs, enforcement costs, and firms' compliance costs when making enforcement decisions. Identification exploits SOX as a shock to enforcement intensity. Four insights emerge from counterfactual analyses. First

Tax enforcement deters noncompliance, increasing tax revenue, but may also discourage taxpayer investment in activities that policymakers aim to incentivize through tax credits and deductions. This paper investigates this investment-revenue trade-off through the lens of the research and development (R&D) tax credit, a federal tax incentive that is highly scrutinized by the Internal Revenue Service

We examine the effect of disclosure requirements on managers' stock repurchase decisions. In 2003, the SEC amended Rule 10b-18, significantly increasing the disclosure requirements for and transparency of stock repurchases for all issuers. While stock repurchases are often used by firms to efficiently return capital to shareholders, they can also be used opportunistically to increase earnings per share

We use data from TransUnion, a large U.S. credit bureau covering millions of individual consumer loans, to examine the transition to the Current Expected Credit Loss (CECL) accounting standard and to provide novel evidence about the impact that raising reserve requirements has on banks’ pricing and lending decisions in the U.S. consumer lending market. We find that greater reserve requirements following

We investigate the impact of reporting regulation on corporate innovation. Exploiting thresholds in Europe's regulation, we find that forcing firms to disclose financial statements reduces the number of innovating firms and the average firm's innovation spending, but it does not reduce industry-wide total innovation spending. Our results suggest that the regulation imposes proprietary costs on firms

This paper explores how the emergence of generative artificial intelligence is reshaping the information environment in capital markets. Leveraging an unexpected ban on ChatGPT in Italy, we examine its impact on the information processing capabilities of market participants. We employ metrics for AI-generated text detection to show that the ban coincides with decreased AI usage by domestic financial

Investors in financial markets are often uncertain about the relationship intensity between firms and have to rely on firms’ disclosure of such relationship intensity. We analytically study the asset pricing implications of this relationship intensity uncertainty and how such uncertainty affects firms’ incentives to form and disclose their relationship intensities (i.e., the real implications). We

We study the influence of political partisanship in SEC investigations and AAER enforcement actions against financial misconduct. We find that the SEC is more likely to launch an investigation against a firm that is misaligned with the agency’s political ideology than other firms. The likelihood of an AAER appears unaffected by political misalignment, but once named in an AAER, a misaligned firm faces

This paper shows theoretically and empirically that the decision to disclose a short-term earnings forecast can reveal managers’ private information about long-term performance. Consistent with the predictions of our model, we find that the decision to disclose a short-term earnings forecast predicts long-term performance for up to three years. The relation strengthens when current period performance

A growing body of evidence suggests that Federal Open Market Committee (FOMC) announcements can affect private sector beliefs about near-term macroeconomic conditions. We measure the impact of central bank policy on index option trader beliefs about near-term economic conditions using the return of short-term dividend strips around each FOMC announcement (we term this short-term dividend strip return

We study the economic consequences of managers’ vocal delivery quality during earnings conference calls. We introduce a novel measure, vocal delivery quality, that captures the acoustic comprehensibility of audio information for an average listener. Our measure relies on a deep-learning algorithm applied to a large sample of earnings call audio files. Consistent with predictions from the psychology

We offer empirical evidence on the role of accounting information in shaping the incentives to produce fake news. We document that fake news authors strategically (1) publish their articles near earnings announcements, leveraging the widespread market attention these events attract, and (2) within the near-announcement window, avoid publishing post-announcement when investors are less susceptible to

In 2017, the European Commission (EC) published a list of non-cooperative tax havens. We study whether country-level tourism and foreign direct investment (FDI) change as a result of this list. Consistent with a reputational cost of the EC's “name and shame” campaign, there is a modest reduction in EU tourism among listed countries compared to unlisted ones. This relative reduction is concentrated

We investigate whether consistent non-GAAP reporting is associated with investment efficiency. Prior research finds a positive association between non-GAAP reporting and investment levels, concluding that it represents overinvestment. We corroborate this positive association, but additional tests are not consistent with the conclusion of inefficient overinvestment. Specifically, we explore the relation

This paper examines the role of personal income taxes on multinationals' corporate tax-induced profit shifting. As mandated in most OECD countries, firms need economic substance in low corporate-tax countries to justify profit shifting to these countries. Because high personal income taxes raise labor costs and thus the cost of providing economic substance, we predict that personal income taxes mute

We assess whether and how financial analysts incorporate information about downside ESG risk. Using a unique dataset on firm-day level negative ESG incidents, we find that analysts’ outputs (i.e., stock recommendations, EPS forecasts, and target prices) are associated with negative future ESG risk events, especially those that are financially material. Further investigation suggests that analysts incorporate

This paper examines the corporate investment effect of a time limit on the use of net operating losses (NOLs). We predict that when countries limit the use of NOLs to a few years instead of allowing indefinite use, managers of loss-making firms have an incentive to increase investments to utilize NOLs before they expire. Using exogenous shocks to profitability from two earthquakes in Italy and variation

We examine how generalist CEOs influence innovation outcomes across 25 countries from 2001 to 2019. We assemble a novel, extended dataset of generalist CEOs and find that generalist CEOs positively affect innovation, particularly in countries with abundant innovation resources. This finding aligns with the notion that generalist CEOs leverage their broad knowledge and cross-industry experience to integrate

We examine the relation between board risk oversight and environmental and social (E&S) performance. Our study is motivated by heightened awareness of E&S risks and growing calls for their inclusion in the purview of board risk oversight. Using a novel proprietary dataset on board risk oversight for an international sample, we find that firms with more extensive board risk oversight are more likely

We provide estimates of profit shifting for over 2 million firm-year observations in 100 countries over the period 2009–2020. Employing nonparametric estimation techniques within a mainstay model of profit shifting, we examine how the profits of both parent and subsidiary firms within a multinational group respond to marginal changes in the composite tax indicator. The key advantage of this approach

We study contingencies written in firms' material product market contracts, focusing on the theoretical prediction of uncertainty as an important determinant. We identify contract contingencies from firms’ public regulatory filings and examine the effects of general business uncertainty and specific innovation-related uncertainty. To enhance causal inference, we utilize two major business shocks (i

This paper examines the effect of creditor protection on the choice of government procurement contract types. We use the staggered adoption of anti-recharacterization laws (ARLs) as a quasi-natural experiment to investigate the research question. ARLs strengthen creditors’ rights to repossess collateral in bankruptcy and thus enhance creditor protection. Using a dataset of U.S. government contracts

This paper examines audit offices’ human capital investment in response to client restatement announcements and the resulting effects on audit quality and audit office client base. We find that audit offices attempt to acquire human capital and talent by posting more audit-related job positions just after a client announces a restatement. The increase in job postings follows restatements with more

We examine quantitative investors’ ability to navigate a common and occasionally material change to the financial data generating process: new accounting standards. Returns of quantitative mutual funds temporarily decrease relative to funds that rely more heavily on human discretion following the implementation of a few standards that significantly change key financial statement variables; however

This study explores the relationship between executive compensation and the preference dynamics of managers and shareholders. Our analysis centers on the theoretical prediction that changes in firms' asset value can differentially affect the risk-taking preferences of the two groups, potentially influencing the optimal compensation policy. Utilizing local real estate price changes to identify variations

We study the optimal dynamic contract that provides incentives for an agent (e.g., SPAC sponsor, VC general partner, CTO) to exploit investment opportunities/targets that arrive randomly over time via a costly search process. The agent is privy to the arrival as well as to the quality of the target and can take advantage of this for rent extraction during the search process and the ensuing production

We study the impact of transparency about banks’ costs on loan interest rates. The Indian Central Bank required banks to disclose a cost-based benchmark interest rate instead of the prime rate. The banks could price loans using any spread to the cost-based benchmark. We find that this change, which made banks’ cost structures more transparent, lowers the interest rates charged and leads to increases

We discuss Feng et al. (2024), which studies a dynamic model of delegated investment. The paper provides novel insights into the optimal contract between a principal and an agent who obtains private information about both the timing and profitability of investment opportunities. While the analytical analysis provides interesting findings, we have concerns about the validity of the paper’s empirical

Using a dataset covering 3 million commercial borrower financial statements, we document a substantial, nearly monotonic decline in banks’ use of attested financial statements (AFS) in lending over the past two decades. Two market forces help explain this trend. First, technological advances provide lenders with access to a growing array of borrower information sources that can substitute for AFS.

Glaeser and Lang (2024; GL) reviews the accounting literature on innovation, which has increased substantially in recent years. GL makes an important contribution to accounting research by bringing into the literature the implications of Romer's Nobel Prize winning endogenous growth theory and by explaining how accounting research addresses questions related to innovation. We contribute to accounting

We predict that institutional investors in loan syndicates charge bellwether firms lower loan spreads as compensation for having access to private information that can help identify trading opportunities in other firms' public market securities. Consistent with this prediction, when lending to bellwether firms, institutional investors charge a loan premium that is between 17 and 25 bps lower relative

This study investigates how CEOs' experience of natural disasters and severe disease outbreaks in their formative years influences their firms' responses to the COVID-19 pandemic in the United States. We observe that firms whose CEOs experienced disease outbreaks akin to COVID-19 early in their lives demonstrated more conservative responses to the emergence of the COVID-19 in late February 2020, notably

Li, Watts, and Zhu (2024) provide evidence that retail investors trade in response to financially material ESG news. This evidence is consistent with retail investors trading in response to the financial implications of ESG-related information in much the same way that they trade in response to the financial implications of other information. The authors suggest that their evidence is inconsistent

We survey corporate managers of both guiding and non-guiding firms. We find that managers of firms that provide guidance say that they: (1) primarily provide guidance to satisfy analyst and investor demands and manage analysts’ earnings expectations; (2) are relatively unconcerned about proprietary or litigation costs (managers of non-guiding firms are more likely to see litigation risk as a concern);

We review the accounting literature on innovation, focusing on the economic attributes of innovation that collectively differentiate innovation from other assets: novelty, nonrivalry, and partial excludability. These attributes help innovation drive economic growth but create unique information-based challenges that accounting information and researchers are well suited to address. We discuss the definition

An important debate exists around the extent to which retail investors make sustainable investments and, if they do, why. We contribute to this debate by investigating the aggregate trading patterns of retail investors around a comprehensive sample of key environmental, social, and governance (ESG) news events for U.S. firms. We show that ESG news events appear to be an important factor in retail investors’

Using the IPO setting, we test whether firms signal the quality of their investments in innovation activities by claiming R&D tax credits. We find the presence and amount of the R&D credit are each associated with lower information asymmetry and with higher investor demand at IPO. Conservatively, we estimate that sample firms realize additional IPO proceeds of 32–45 percent of their creditable R&D

A signal that identifies asset pricing bubbles would be valuable so investors could reposition their portfolios to weather the bubble, yet ex ante bubble identification has proven illusory. Arif and Sul (2024) study whether industry-level investment in net operating asset (NOA) accruals is an ex ante accounting-based signal that predicts bubbles. Using industry-level price run-ups across 49 countries

Economists have long observed that stock price bubbles are associated with corporate overinvestment. We study the ex-ante identification of bubbles (i.e. stock price booms followed by busts) by examining industry-level investments in net operating asset (NOA) accruals and stock returns for 49 countries around the world. Consistent with overinvestment in operating assets being key to bubble formation

I examine whether and how foreign bank branch participation in U.S. loan syndicates influences loan contract design. I predict that foreign bank branches’ dollar funding liquidity risk and information frictions increase renegotiation costs and affect loan contract design. I find that loan contracts with greater foreign bank branch participation include fewer flexibility-reducing covenants, such as

Minnis, Sutherland, and Vetter (MSV) documents a sharp decline in lenders’ collection of attested financial statements (including unqualified audits, reviews, and compilations) over the period 2002 to 2017. They attribute this change to lenders adopting new technology and new non-bank lenders entering the lending market. In this discussion, I explore several dimensions of their findings. First, I provide

This study examines whether an increase in the transparency of investment transactions facilitates portfolio mimicking. While there are reported benefits of transparency in enhancing regulatory monitoring and discipline, an increase in the transparency of investment transactions can also facilitate mimicking of peer firms’ investment strategies. I exploit an exogenous increase in the broad dissemination

I report and analyze a recent “one-size-fits-all” trend in the structure of executive compensation plans. Since 2006, 24% of the variation in the distribution of CEO compensation across pay components — salary, bonus, stock awards, options, non-equity incentives, pensions, and perquisites — disappeared. This uniformity might come at the expense of optimal incentives, as increases in pay structure similarity

Guidance is an important and long-studied topic in the accounting literature. Call, Hribar, Skinner, and Volant (this issue) survey managers who provide guidance and those that do not to generate insights on the costs and benefits of providing guidance. For managers who do provide guidance, perceptions regarding guidance characteristics are elicited. Firm responses are connected to archival data sources

This paper examines complexity in CEO compensation contracts. We develop a measure of compensation complexity and provide empirical evidence that complexity has increased substantially over time. We document that complexity results not only from factors reflecting efficient contracting, but also from external pressures from compensation consultants, institutional investors, proxy advisors, and attempts

We find that the adverse impact of bad news on analysts’ valuations is 57% larger when the CEO is Non-White, resulting in more pessimistic valuations for Non-White CEOs relative to their White counterparts. Non-White CEO firms are more likely to surpass analysts’ valuation targets in the subsequent 12 months, suggesting that this racial gap lacks economic justification. To provide further evidence

This study examines the effects of firms' green innovation on their future financial and environmental performance. If pollution is primarily a manifestation of wasted resources, then investments in pollution prevention technologies can both reduce the environmental impact of production and improve financial performance. In contrast, investments in pollution control technologies likely reduce the environmental

We examine the effect of fair value standards on firms' litigation risk. The discretion required by fair value allows plaintiffs to “second guess” managers' judgments, potentially increasing litigation risk. Alternatively, the complexity of fair value may decrease litigation risk if it's more difficult to demonstrate scienter. Our evidence suggests firms that rely more on fair value standards are relatively

We use staggered enactments of state stakeholder constituency laws as a natural experiment to examine the effect of such laws on corporate pension risk shifting. Our analysis encompasses three components of pension risk shifting: funding risk, investment risk, and benefit risk. We observe a reduction in all three elements of pension risk shifting following the enactment of stakeholder orientation laws