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Relative performance evaluation and the level playing field

Review of Accounting Studies 2026 open access
Abstract Relative performance evaluation (RPE) is widely used to filter out common shocks, but it is prone to collusion. We study the performance of RPE when agents are differentially productive (or evaluated in a biased manner). While such diversity is always costly in a static setting, it can be useful in repeated interactions, because it makes it harder for agents to collude. We identify conditions under which the principal prefers independent or joint performance evaluation if agents are identical but prefers RPE if they are diverse. In low-skill industries, the principal should offer asymmetric contracts even to homogeneous agents—a form of favoritism—as the cheapest way to combat collusion. Our results generate novel empirical predictions and contribute to the recent literature linking accounting and labor economics.

Attention to detail: how do information users process exhibits in Form 10-K?

Review of Accounting Studies 2026 open access
Abstract Form 10-K offers a setting for studying how users process complex, multi-layered disclosures: managerial narratives in the main file alongside separate exhibits, such as contracts and certifications, that provide unfiltered detail. Drawing on rational inattention theory, we investigate how users allocate limited attention across these components. Users typically begin with the main file and selectively access exhibits when the main file appears shorter, less readable, or less confident, indicating higher perceived information loss. This pattern strengthens for exhibits that offer more detail on topics discussed in the main file and among institutional investors and time-constrained users. Exhibit access persists beyond the initial filing window and increases around subsequent firm events, especially when external monitoring strengthens and event-related information asymmetry grows. Collectively, our findings underscore the active, discerning nature of user attention in navigating multi-layered disclosures and reveal the often-overlooked informational value of exhibits in Form 10-K.

Debt deflation effects of monetary policy

Journal of Financial Stability 2015 21, 81-94 open access
We assess the role that monetary policy plays in the decision to default using a General Equilibrium model with collateralized loans, trade in fiat money and production. The monetary authority extends long-term credit against risky collateral along with its traditional monetary operations. The value of collateral depends on traditional monetary policy and agents can optimally choose to default depending on the relative value of the collateral to the face value of the loan. Default results in foreclosure, higher borrowing costs, inefficient investment and a decrease in total output. We show that pre-crisis contractionary monetary policy interacts with Fisherian debt-deflation dynamics and can increase the probability that a crisis occurs.

Salient anchor and analyst recommendation downgrade

Journal of Corporate Finance 2021 69, 102033 open access
We find that analysts are more likely to downgrade stocks when prices approach the 52-week high. The results are stronger for stocks with higher information asymmetry but moderated by analysts' reputation, work experience, and educational background. We also find a strategy that shorts stocks with recommendation downgrades is less profitable for the downgrades near 52-week high than for other downgrades. Moreover, these downgraded firms with prices near 52-week high subsequently experience relatively less negative earnings forecast revisions. These results suggest that these downgrade decisions are less likely to be information-driven and consistent with our anchoring interpretation.

Audit firms’ corporate social responsibility activities and auditor reputation

Accounting, Organizations and Society 2024 113, 101569 open access
Professional audit firms increasingly engage in Corporate Social Responsibility (CSR) activities. This paper examines the effect of audit firms' CSR activities on auditors’ reputation. We find that audit firms that engage in CSR experience an increase in the size of their client base compared to audit firms that do not engage in CSR. The effect is stronger for audit firms without existing reputation from a Big 4 brand name or industry specialization. We also find that clients that value CSR are more likely to hire audit firms that engage in CSR. Overall, our results suggest that CSR is an effective tool for audit firms to build their reputation in the marketplace.

Labor-Force Heterogeneity and Asset Prices: The Importance of Skilled Labor

Review of Financial Studies 2017 30(10), 3669-3709 open access
Previous studies have identified a negative relation between firms’ hiring rates and future stock returns in the cross-section. We document that this relation is significantly steeper in industries that rely relatively more on high-skill workers than low-skill workers. A long-short portfolio sorted on firm-level hiring rate earns an average annual return of 8.6% in high-skill industries, and only 0.9% in low-skill industries. Moreover, this pattern is not explained by the standard CAPM. These findings are consistent with a neoclassical model with labor force heterogeneity and labor market frictions if it is more costly to replace high-skill than low-skill workers. Received August 14, 2015; editorial decision December 31, 2016 by Editor Leonid Kogan.

The 2003 U.S. Dividend Tax Cut, Small Business Loan Supply, and the Real Economy

The Accounting Review 2026 101(3), 377-411 open access
ABSTRACT This paper examines the credit supply-side effect of the U.S. 2003 dividend tax cut on the real economy through the banking sector. We show that C-corporation banks (treatment group), particularly those capital-constrained, increase the supply of small business loans more than S-subchapter banks (control group) following the tax cut, aligning with the old view of dividend taxation and the supply-side effect rooted in credit rationing. Such an enhanced small business loan supply stemming from the tax cut translates into real effects on the economy. We find that areas with a greater presence of C-corporation banks exhibit more small business formations, employment, and innovations. The positive real effects are concentrated in subsamples when business growth opportunities are more abundant or international trade exposures are higher. Overall, our findings add to the literature on the real effects of the tax cut by showing an important yet unexplored bank credit supply channel.

Wall Street and Product Quality: The Duality of Analysts

The Accounting Review 2024 99(5), 387-420 open access
ABSTRACT We investigate the role of financial analysts in product quality failures. Relying on information about product recalls, we first show that analyst coverage on average reduces product quality, particularly when managers face greater short-term pressure from institutional investors. However, after identifying a subgroup of analysts who raise questions on product-related issues in earnings conference calls, we find that coverage by these “product analysts” enhances rather than compromises product quality. Firms with greater product analyst coverage are also more likely to retire low-quality products. Additional analysis demonstrates that product analysts help safeguard product quality by further probing into product-related matters and issuing more timely recommendation downgrades after firms announce product deficiencies. Data Availability: Data are available from the public sources cited in the text. JEL Classifications: G24; G34; G38; L15.