Working papers

  • We quantify the impact of federal subsidies for graduate medical education on primary care physician (PCP) supply by examining the impact of Section 5503 of the Affordable Care Act, which increased the number of residents that teaching hospitals in rural and high-need areas could receive subsidies for training. Instrumenting for selection into the program using its eligibility criteria, we find that the provision increased both recruitment of residents into primary care and time spent at teaching hospitals in high-need areas, resulting in a 4.1% increase in PCP supply.

  • We show that nonlinear pricing terms in vertical contracts significantly affect medical decisions. We compare fee-for-service (FFS) versus bundled payment (BP) contracts between insurers and healthcare practices focusing on medical decisions for childbirth. We find that covering c-sections under FFS increases c-section rates by 20% relative to baseline and the marginal woman undergoing a c-section is healthier. Conversely, covering vaginal deliveries under FFS reduces c-section rates by 35%. Effects are explained mainly by differences between the two contracts in prices for marginal ancillary services. Despite large shifts in procedure choices, maternal and infant outcomes are the same under both contracts.

  • Interstate occupational licensure compacts are an increasingly popular way of addressing provider shortages in mental healthcare markets. I study the effects of licensure compacts on the size and composition of the psychologist workforce. I develop an empirical model of entry for psychologists differentiated by whether they provide in-person or virtual care. Results show that the Psychologist Interjurisdictional Compact increased overall supply by 2.9 psychologists per market but decreased in-person supply by 0.59 psychologists. Fifty-three percent of this decline is attributable to increased competitive pressure from out-of-state therapists. While geographic license portability increases supply, it reduces access to in-person care.

  • Are state-imposed behavioral remedies effective substitutes for federal antitrust enforcement? We evaluate state regulation of hospital mergers under Certificates of Public Advantage (COPAs). Using hospital data from 1996-2022, we compare COPA-regulated mergers to unregulated mergers with similar anticompetitive potential. In highly concentrated markets, COPA mergers result in 11.1 p.p. lower price growth but 0.5 p.p. greater increases in 30-day mortality rates. We find a negative correlation between price and mortality effects for COPA mergers, consistent with theoretical predictions that binding price caps exacerbate quality deterioration. Our findings suggest that COPA contracts are poor substitutes for traditional antitrust enforcement.

Publications

Continuity of Prescription Medication Use Among Adults Leaving State Prison” (with Marguerite Burns, Laura Dague, Kevin Look, and Ryan Westergaard) JAMA Network Open, v. 8 n. 2 (Feb 2025).

Impact of Federal Funding for Graduate Medical Education on Residency Program Size: Evidence from the Affordable Care Act” (with Tehreem Hussain), PLOS One, v. 20 n. 2 (Feb 2025).

Prompt Access to Outpatient Care Post-incarceration among Adults with a History of Substance Use: Predisposing, Enabling, and Need-based Factors” (with Lars Brown, Marguerite Burns, Steven Cook, Kevin Look, Mari Palta, and Ryan Westergaard), Journal of Substance Abuse & Addiction Treatment, v. 160 (May 2024).

The Impact of a National Formulary Expansion on Diabetics” (with Natalia Serna), Health Economics, v. 31 n. 11 (Nov 2022).

Association Between Assistance With Medicaid Enrollment and Use of Health Care After Incarceration Among Adults With a History of Substance Use” (with Marguerite Burns, Steven Cook, Lars Brown, Laura Dague, Steve Tyska, Karla Hernandez Romero, and Ryan Westergaard), JAMA Network Open, v. 5 n. 1 (Jan 2022).