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Ethnic Diversity and Corporate Interstate Investments

Journal of Financial and Quantitative Analysis 2026 61(2), 941-979 open access
We document that firms prefer counties with higher ethnic diversity in locating their interstate investments, especially for those pursuing innovation, seeking to establish service centers, or managing a diverse workforce. We also find some evidence that interstate investment in high ethnic diversity locations results in increased patent applications, sales growth, positive media coverage, and overall operating performance. Taken together, we show that firms prefer to invest in ethnically diverse locations as they recognize the potential benefits of leveraging a diverse labor supply, such as enhancing problem-solving, innovation, and performance. We must recognize that difference is a reason for celebration and growth, rather than a reason for destruction. (Audre Lorde)

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.

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.