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The Information Externality of Public Firms’ Financial Information in the State‐Bond Secondary Market

Journal of Accounting Research 2021 59(2), 529-574 open access
This study provides evidence on the role of public firms’ financial reports in the state‐bond secondary market. I investigate the informational role of corporate earnings announcements and find that public firms’ monthly earnings signals aggregated to the state level are positively associated with contemporaneous state‐bond returns. Further analyses reveal that public firms’ earnings announcements predict traditional economic indicators and contain incremental information that is independent of the traditional economic indicators. In cross‐sectional analyses, I show that the earnings–returns relation is especially pronounced when bondholders face longer investment horizons and higher credit risks. Taken together, the evidence indicates a positive externality of corporate financial reports in alleviating the opacity in the municipal bond secondary market.

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

Review of Accounting Studies 2026 open access
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.

Marijuana liberalization and public finance: A capital market perspective on the passage of medical use laws

Journal of Accounting and Economics 2023 75(1), 101516 open access
We find that the staggered passage of state-level laws that legalize marijuana for medical use increases states' borrowing costs by 7–9 basis points. Consistent with economic theory on substance use suggesting that marijuana legalization increases local consumption of the drug (by expanding its availability and reducing its perceived risks), we predict and find that increased consumption represents an important mechanism that explains the higher state bond spreads. We also show that following such laws’ passage, states incur higher marijuana-consumption-related expenditures, including for police, corrections, and public welfare.

Exposure to superstar firms and financial distress

Review of Accounting Studies 2025 30(2), 1355-1396 open access
A few highly successful firms (“superstar firms”) have captured large market shares and earned massive profits in recent decades. We examine whether superstar firms are associated with a greater likelihood of financial distress for firms exposed to them in product markets. Building on recent research, we identify superstars as firms with the highest markups in the industry and whose industry markup share increases over time. We then measure, with product similarity scores, a firm’s overall product market exposure to superstars. We document that firms with greater exposure are more likely to file for bankruptcy. We examine why superstar exposure is associated with bankruptcy and show that firms with the greater superstar exposure exhibit weaker financial performance and greater riskiness. Furthermore, we show that the association between superstar exposure and the likelihood of bankruptcy strengthens when superstars have greater market power.