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Transmission Effects of ESG Disclosure Regulations Through Bank Lending Networks

Journal of Accounting Research 2023 61(3), 935-978
This paper studies whether and how environmental, social, and governance (ESG) disclosure regulations imposed on banks generate transmission effects along the lending channel. I use a setting of U.S. firms borrowing from non‐U.S. banks and exploit the staggered adoption of ESG disclosure regulations in banks’ home countries. I find that exposed borrowers of affected banks improve their environmental and social (E&S) performance following the disclosure mandate. Consistent with banks enhancing both their engagement and selection activities, affected banks impose more environmental action covenants in loan contracts, and they are more likely to terminate a borrower with bad E&S records following the regulation. Further evidence shows that the transmission effects are stronger when a disclosure regulation is well‐enforced (as indicated by a greater increase in banks’ disclosure) and among borrowers with greater switching costs. Collectively, the findings document the role of lending relationships in transmitting the real effect of ESG disclosure regulations from banks to borrowing firms.

How government procurement shapes corporate climate disclosures, commitments, and actions

Review of Accounting Studies 2025 30(2), 1968-2014 open access
This study examines how government procurement impacts firms’ environmental disclosures and whether they have tangible effects. Using a triple-difference research design that exploits the exogenous increase in federal funding allocations to counties based on population census revisions, we find that firms with high exposure to government contracts significantly increase climate disclosure following expanded procurement opportunities. We also document that enhanced disclosure is characterized by a positive tone that emphasizes firms’ green investment and commitment to climate adaptation. The effect is more pronounced in counties with a greater increase in procurement volume and when firms have lower ex ante sustainability performance. Finally, we find firms that increase climate disclosure are more likely to earn government contracts, and they undertake real actions by reducing toxic emissions and enhancing the development of green products. Overall our results suggest government procurement promotes corporate climate responsibility by incentivizing firms to undertake climate mitigation actions.

Do Depositors Respond to Banks’ Social Performance?

The Accounting Review 2023 98(4), 89-114
We study whether and how banks’ social performance affects depositors, who hold demandable debt with pervasive government protection. Exploiting the regulatory releases of bank performance ratings for community development and a difference-in-differences design, we find a decline in deposit growth after the release of negative bank social performance. In addition, deposits that are impacted by the negative events flow to nearby banks with high social performance. Further analyses find that the results hold similarly among insured and uninsured deposits and are primarily driven by banks with a large proportion of deposits from high-trust and pro-social counties, and in poor information environments. Overall, we contribute to the literature by documenting the importance of social performance to nonshareholder stakeholders and providing implications for bank stability.

Learning from peers: Evidence from disclosure of consumer complaints

Journal of Accounting and Economics 2024 77(2-3), 101620
In 2013, the U.S. Consumer Financial Protection Bureau released a database of consumer complaints filed against banks under its supervision (“CFPB banks”). We find that after the disclosure, rival banks exhibit a greater increase in mortgage approval rates in markets with more intensive mortgage complaints about CFPB banks. The effect is weaker when rivals have more expertise in the local market, are less concerned about credit risk due to mortgage sales, and locate in areas with more alternative information about the CFPB banks. The effect is concentrated in severe complaints and complaints related to loan underwriting practices. In addition to approving more loans, rivals also open more branches and are more likely to post a job opening in these markets. The findings suggest that these banks learn from the nonfinancial disclosures about operational deficiencies of peers (i.e., CFPB banks) in local markets, which alleviates their adverse selection concern about expanding.

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.