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19 results

Regulatory uncertainty and TARP

Journal of Financial Stability 2025 76, 101367
Using the Troubled Asset Relief Program (TARP) as a laboratory, this paper examines the impacts of bank bailouts on bank-dependent clients. We find that large TARP recipient banks reduce credit supply to dependent borrowers in the post-TARP period. A large fraction of credit supply reduction is due to regulatory uncertainty on account of an increased likelihood of fines. Liquidity hoarding by TARP banks also drives part of the reduction in credit supply. Relationship borrowers experience a valuation loss around the announcements of their main banks’ TARP approvals consistent with a credit supply reduction.

Employee Inside Debt and Firm Risk-Taking: Evidence from Employee Deposit Programs in Japan

The Review of Corporate Finance Studies 2019 8(2), 302-347
Unlike broad-based equity ownership by employees, ownership of company debt by rank-and-file employees has not received much attention. We argue that company debt held by employees in the form of in-company deposits can monitor risk-taking and facilitate risk discovery. Employee deposits have been historically widely used in Japan. For a sample of 2,104 Japanese firms, using an identification strategy that utilizes a new law in 2003 that changed the priority of employee deposits in bankruptcy and led to large-scale withdrawals of employee deposits, we find that employee deposits mitigate firms’ risk-taking behavior and reduce the agency cost of debt. Received November 2, 2018; editorial decision May 1, 2019 by Editor Andrew Ellul.

Tax incidence in loan pricing

Journal of Accounting and Economics 2021 72(1), 101418
We investigate tax incidence reflected in the pricing of syndicated loans and argue that loan spread increases in bank income taxes of borrowers’ home states. We compare borrowers in states with differing bank tax rates and demonstrate the presence of tax incidence on borrowers with causality coming from bank taxes. Tax incidence on borrowers increases with local loan market concentration and pre-existing lending relationships. Further, a lack of tax deductibility of loan loss provisions enhances tax incidence. We conclude that bank income taxation, though specifically targeted at banks, is partially passed through to borrowers and increases their cost of debt.

A Tale of Two Market Disciplines: How Does Bank Financial Misconduct Affect Peer Banks in the Local Deposit Market

Journal of Accounting Research 2026 open access
This study examines the spillover effect of bank financial misconduct on the uninsured deposits of peer banks within local markets. We first validate that misconduct banks experience an increase in deposit spreads and a corresponding outflow of deposits following the misconduct. We then show local peer banks exhibit divergent deposit responses, contingent on how misconduct is perceived by information recipients in different economic contexts. During normal periods, depositors receiving a negative signal about bank misconduct reallocate their funds from misconduct banks to local peers, a local reallocation effect that decreases deposit spreads and increases deposit inflows for peer banks. Cross‐sectional analysis further reveals that this local reallocation effect is more pronounced for financially sophisticated depositors, amplified when peer banks have strong fundamentals, but attenuated when misconduct banks are financially sound. During financial crisis periods, however, bank misconduct leads to withdrawals from both misconduct banks and their peer banks, a local contagion effect whereby local peer banks face increased deposit spreads and deposit outflows following the misconduct.

Trade Secrets Law and Corporate Disclosure: Causal Evidence on the Proprietary Cost Hypothesis

Journal of Accounting Research 2018 56(1), 265-308
This study exploits the staggered adoption of the inevitable disclosure doctrine (IDD) by U.S. state courts as an exogenous shock that generates variations in the proprietary costs of disclosure. We find that firms respond to IDD adoption by reducing the level of disclosure regarding their customers’ identities, supporting the proprietary cost hypothesis. Our results are stronger for firms in industries with a higher degree of entry threats, for firms in more volatile industries, and for firms with a lower degree of external financing dependence. Overall, this study represents one of the first efforts in identifying the causal effect of proprietary costs of disclosure on the supply of disclosure.

The effect of capital gains taxes on the initial pricing and underpricing of IPOs

Journal of Accounting and Economics 2016 61(2-3), 465-485
We investigate the extent to which capitalization of expected capital gains taxes and the lock-in effect induced by the capital gains tax rate differential simultaneously impact the pricing and underpricing of initial public offerings (IPOs). Using a large sample of IPOs from 1987 to 2010, we estimate regressions of offer prices and first-day underpricing on tax rates. Supporting tax capitalization, IPO offer prices decrease in long-term capital gains taxes. Supporting lock-in, IPO underpricing increases in the long-term and short-term tax rate differential. These effects are consistent with capital gains taxes simultaneously reducing IPO proceeds and exacerbating IPO underpricing.

The impact of generative AI on information processing: Evidence from the ban of ChatGPT in Italy

Journal of Accounting and Economics 2025 80(1), 101782
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 analysts and fewer earnings forecasts issued relative to foreign analysts covering the same firm. The negative effects are more pronounced among analysts whose pre-ban reports are more consistent with AI use or analysts with a technical background. The ban also diminishes forecast accuracy, increases reliance on industry-specific information, and reduces information efficiency. Furthermore, investor reactions to earnings announcements become more pronounced, and bid–ask spreads widen, reflecting lower market efficiency.

The Market Disciplinary Effect of Asset Write-Off: Theory and Empirical Evidence from Goodwill Impairment

The Accounting Review 2026
We study the effect of subsequent write-off tests on myopic managers’ investment decisions. Write-off tests discipline overinvestment when the likelihood of adverse events is high but can otherwise cause more severe underinvestment. Hence, tightening impairment stringency improves firm value when the likelihood of adverse events is high but destroys firm value when that likelihood is low. With intermediate levels of likelihood, firm value is hump-shaped in impairment stringency. To test the theory, we exploit an increase in goodwill impairment stringency following goodwill-related restatements by peer firms audited by the same auditor office, and we adopt a stacked difference-in-differences (DiD) design to control for any generic effects of peer restatements. Firms facing more stringent goodwill impairment reduce M&As relative to other types of investment, as well as in absolute amounts. The valuation of treated firms improves only during periods of high recession expectations or when facing high distress risk. Data Availability: Data are available from sources identified in the text.

Benefits of Bank-Collateralized Loan Obligation Relationships: Evidence from Bankruptcy and Restructuring Outcomes of Collateralized Loan Obligation-Held Loans

The Accounting Review 2026
Despite persistent academic and regulatory concerns, collateralized loan obligations (CLOs) have consistently demonstrated resiliency over the past two decades. We document that firms whose loans are acquired by CLOs are less likely to experience adverse credit events within 12 months of inclusion in the CLO portfolio, particularly when CLOs maintain institutional-level relationships with originating banks (through repeated transactions) or when individual-level relationships exist (as evidenced by personnel flows between originating banks and CLOs). The effects of these relationships are more pronounced when banks likely possess superior private information about borrowers. Furthermore, conditional upon filing for bankruptcy, borrowers whose loans are held by CLOs with institutional- or individual-level relationships are more likely to successfully reorganize under Chapter 11. Collectively, our findings highlight the dual information channels, both institutional and personnel based, that mitigate information frictions in the leveraged loan market. Data Availability: Data are available from commercial sources cited in the text.