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19 results

Institutional Ownership, Peer Pressure, and Voluntary Disclosures

The Accounting Review 2018 93(4), 283-308
We document peer effect as an important factor in determining corporate voluntary disclosure policies. Our identification strategy relies on a discontinuity in the distribution of institutional ownership caused by the annual Russell 1000/2000 index reconstitution. Around the threshold of the Russell 1000/2000 index, the top Russell 2000 index firms experience a significant jump in institutional ownership compared with their closely neighbored bottom Russell 1000 index firms due to index funds' benchmarking strategies. The increase in institutional ownership and resultant improvement in the information environment of the top Russell 2000 index firms create pressures on their industry peers to increase voluntary disclosures. Consistent with this prediction, we find that the discontinuously higher institutional ownership of the top Russell 2000 index firms significantly increases industry peers' likelihood and frequency of issuing management forecasts. Further analyses show that such an effect could be driven by firms' incentive to compete for capital. JEL Classifications: G23; G34; M41; D80. Data Availability: Data are available from the public sources cited in the text.

The Falling Roe and Relocation of Skilled Women

Contemporary Accounting Research 2026
We examine the impact of abortion restrictions on the geographic mobility of college‐educated skilled women. Exploiting the staggered adoption of Targeted Regulation of Abortion Providers (TRAP) laws across US states that restrict women's access to abortion, we find that skilled women who relocate exhibit a greater propensity to move to states without TRAP laws (non‐TRAP states) than they did prior to the TRAP law adoption. This pattern is stronger among women in more liberal and less religious areas than among women in more conservative and more religious areas. These findings are consistent with the view that relocation decisions are often driven by the alignment between personal values and the local policy environment. We use the audit industry as a specific setting to address the implications for employer performance. We find that TRAP law adoption increases female auditor turnover at local offices relative to same‐firm offices in non‐TRAP states, and the resulting loss of human capital lowers audit quality.

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
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.

Peer default and EDGAR searches

Journal of Corporate Finance 2025 95, 102891
We find that a borrower default causes an increase in investors' EDGAR searches for non-defaulting borrowers that share the same relationship bank. This effect is more pronounced when the lending relationship between the defaulting borrower and the defaulted-upon bank is stronger and when the reliance of non-defaulting borrowers on the defaulted-upon bank is greater. The co-movement of information acquisition for non-defaulting borrowers increases after the peer default, which leads to a co-movement in the issuance of management forecasts and a co-movement in stock returns. In sum, our research supports a network effect of peer defaults on information acquisition.

Labor Mobility and Loan Origination

Journal of Financial and Quantitative Analysis 2024 59(5), 2099-2132
We find that mortgage loans originated after the adoption of the inevitable disclosure doctrine (IDD; a mechanism discouraging loan officers’ labor mobility) have a lower default probability, a higher loan modification rate, and a lower foreclosure rate. These effects are unaccompanied by any reduction in loan supply and contribute to more stable housing prices. Using the adoption of the Uniform Trade Secrets Act as an alternative identification generates consistent results. Overall, our findings suggest that restricting loan officers’ labor mobility leads to better ex ante screening and ex post monitoring, improving the origination efficiency for U.S. residential mortgage loans.

Does Information-Processing Cost Affect Firm-Specific Information Acquisition? Evidence from XBRL Adoption

Journal of Financial and Quantitative Analysis 2016 51(2), 435-462
We examine how information-processing cost affects investors’ acquisition of firm-specific information using a natural experiment resulting from a recent mandate requiring U.S. firms to adopt eXtensible Business Reporting Language (XBRL) when submitting filings to the U.S. Securities and Exchange Commission (SEC). XBRL filings make financial data standardized, tagged, and machine readable. We find that XBRL adoption reduces firms’ stock return synchronicity. The reduction in synchronicity mainly applies to filings under the mandatory program as opposed to the voluntary program. Furthermore, such an effect is more pronounced for opaque and complex firms. Finally, we find that XBRL adoption also reduces price delay.

On the Benefits of Audit Market Consolidation: Evidence from Merged Audit Firms

The Accounting Review 2016 91(2), 463-488
We examine efficiency improvement associated with audit firm mergers. Our analysis is made possible by a unique dataset of audit hours in China. We find a significant reduction in audit hours, unaccompanied by a deterioration in audit quality, of merged audit firms. Further, we find a larger reduction in audit hours when acquirers are Chinese domestic Big 10 audit firms and when client firms are more complex. These results are consistent with the notion of economies of scale arising from horizontal mergers. However, enhanced efficiency does not necessarily reduce audit fees. Instead, we find an increase in audit fees when acquirers are international Big 4 audit firms even when we control for possible changes in market power. This premium is at least partially due to the certification effect of international Big 4 audit firms.

Wall Street and Product Quality: The Duality of Analysts

The Accounting Review 2024 99(5), 387-420 open access
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.

Banking Market Consolidation and Tax Planning Intermediation: Evidence from Client Firm Tax Haven Operations

The Accounting Review 2023 98(4), 217-245 open access
This study examines the effect of banking market consolidations via mergers and acquisitions (M&As) on the role of banks in intermediating corporate tax planning through offshore tax haven operations. We find that bank clients significantly increase their tax haven operations after their banks are merged with others. In addition, such an increase is greater when a commercial bank merges with an investment bank and when the clients have greater tax planning opportunities. We also employ network analyses to show that the propensity for a client to expand its operations into a new tax haven country increases significantly when its relationship bank enters into this country through an M&A. Collectively, our findings reveal that bank M&As enhance banks’ tax intermediation capability.