Co-authored with Vivek Pandey, Joanna S. Wu, and Xixi Xiao
Journal of Accounting and Economics, forthcoming
Selected for the Journal of Accounting and Economics Annual Conference (2025) [Video Link]
Presentations: FARS Midyear Meeting (2026), HARC (2026), HEC Paris Financial Accounting Conference (2025), HKU Summer Accounting Conference (2025), Journal of Accounting and Economics Annual Conference (2025), Minnesota Accounting Empirical Research Conference (2025), NYU Big Apple Accounting Conference (2025), Annual Telfer Conference in Accounting, Auditing and Accountability (2025), Rochester Institute of Technology, University of Rochester, and Yale School of Management
Abstract: On-the-job training is a key driver of human capital development (Becker, 1962). We argue that the Sarbanes-Oxley Act (SOX), aimed at strengthening auditor independence, changed the economics of public accounting and unintentionally reduced opportunities for accountants to invest in their human capital on the job. SOX barred public accounting firms from offering consulting services to audit clients and introduced barriers to accountants transitioning to client firms. This weakened opportunities for collaboration between audit and consulting, limited accountants’ exposure to addressing clients’ business problems, and reduced networking. This diminished opportunities for accountants to gain broad experience, develop skills, and grow professional networks, making the accounting profession less attractive, especially to top talent. Using individual-level data, we compare accountants (treated group) and consultants (benchmark group) before and after SOX, within the same public accounting firm, time, and location. After SOX, accountants were less likely to move into consulting roles or to clients of their audit firms, and their wages declined. Consistent with reduced career opportunities discouraging accounting education, we find a drop in the quality of students declaring accounting majors after SOX. Importantly, to more directly connect career opportunities to university accounting enrollments, we show that when university alumni transitions from public accounting to consulting decline, both the quantity and quality of subsequent accounting enrollments at their alma maters drop. We uncover a previously overlooked cost of regulations concerning the accounting profession.
Co-authored with Jiawen Yan and P. Eric Yeung
The Accounting Review, conditionally accepted
Developed from First-year Summer Paper at the University of Rochester
Presentations: Conference on Revolutionizing Financial Statements to Construct More Predictive Accounting Metrics at Wolfe Research (2023), HARC (2024), Cornell University, Southwest Jiaotong University, Tsinghua University, and University of Rochester
Abstract: Facing pressure to meet short-term earnings expectations, corporate managers often take actions that are perceived as value-destroying. Our study provides empirical evidence supporting an alternative view: Earnings pressure can discipline managers to undertake value-enhancing actions by refocusing on the firm’s core products. Consistent with this product refocus hypothesis, we find that firms under earnings pressure reduce investments in non-core products, leading to their subsequent underperformance, while the performance of core products remains unaffected. As predicted, product refocus is stronger when managers exhibit ex ante high-level agency problems. To strengthen identification, we exploit shocks arising from analyst brokerage mergers and closures. Our study suggests a bright side of earnings pressure—it helps reduce agency-motivated product diversification.
Co-authored with Vivek Pandey and Joanna S. Wu
Journal of Accounting and Economics, 2025, 80 (1), 101777
Presentations: FARS Midyear Meeting (2025), FIU Research Day Conference (2024), Fox and Haskeyne Accounting Conference (2024), HARC (2025), London Business School Accounting Symposium (2024), Swiss Accounting Research Alpine Camp (2025), CUHK-Shenzhen, Harvard Business School, INSEAD, New York University, Peking University, SWUFE, University of Illinois Urbana-Champaign, University of Rochester, Virginia Tech, and Washington University in St. Louis
Abstract: We study the influence of political partisanship in SEC investigations and AAER enforcement actions against financial misconduct. We find that the SEC is more likely to launch an investigation against a firm that is misaligned with the agency’s political ideology than other firms. The likelihood of an AAER appears unaffected by political misalignment, but once named in an AAER, a misaligned firm faces harsher penalties than other firms. We find evidence that collectively points to potential misallocation of scarce enforcement resources due to partisanship: conditional on investigation, misaligned firms are less likely to receive an enforcement action, and conditional on misreporting, non-misaligned firms are less likely to be investigated.
Co-authored with Vivek Pandey, Joanna S. Wu, and Xixi Xiao
Revising for 3rd Round Review at Management Science
Presentations: HARC (2025), Chinese University of Hong Kong, Rice University, and University of Rochester
Abstract: To be updated.
Co-authored with Yifei Lu, Xixi Xiao, and P. Eric Yeung
Under Review
Presentations: AAA Annual Conference (2025), EAA Annual Congress (2025), HARC (2025), HKU Summer Accounting Conference (2025), TJAR Conference (2025), UIUC Young Scholar Research Symposium (2025), Tongji University, University of Illinois Chicago, University of Illinois Urbana-Champaign, and University of Rochester
Abstract: We examine the effect of higher pay transparency on firms’ human capital allocation by exploiting Colorado’s Equal Pay for Equal Work Act (EPEWA), which mandates job-specific pay range disclosure in job postings. Contrary to the view that reduced information frictions would attract hiring to a more efficient labor market, we find that firms shift hiring from Colorado to other states after the mandate. The effect is stronger when labor cost concerns are greater, consistent with firms’ incentives to avoid weakened bargaining power in wage setting in Colorado. We also find that firms are more likely to voluntarily disclose pay ranges in their job postings before the mandate when facing lower labor cost concerns, and these firms exhibit a weaker post-mandate reallocation response. Overall, our findings suggest that state-level mandated pay transparency imposes incremental costs on firms and induces hiring to reallocate away from the state.
Solo-authored
Presentations: Labor and Accounting Group Conference (2026), Stanford Financial Education Symposium Poster Session (2026), WashU Dopuch Accounting Research Conference Poster Session (2025), Hong Kong Polytechnic University, National University of Singapore, University of Rochester, and Virginia Tech
Abstract: To be updated.