Research
Job Market Paper
Can Funding Fix Rural Physician Shortages? Evidence from a Location Choice Model
Abstract:Physician geographic density affects access to care, especially in rural areas. This paper examines the location choice of early career physicians, the components of which include standard demographics, practice environment proxies such as Graduate Medical Education (GME) programs, and personal ties to the location. Using these demand parameters, I study the impacts of workforce policies by estimating the changes to rural probability when relevant attributes are varied in counterfactual analysis. I find that previous ties are major drivers of practice location: physicians have 49 times higher odds of choosing the location where they did their residency, but the effects are drastically reduced by approximately half in rural areas. Higher local hourly wages have little to no effect. Rural residency training exposure works specifically through fostering previous ties to the location rather than changing the preference for rural practice. The findings underscore the importance of local attributes and provider response in policy investments and the potential of alternative and long-term initiatives, such as building a local health care workforce, besides traditional approaches.
ASHEcon 2025 Session
Selected Projects
Assessing New York's Healthcare Disparities Using Health Plan Quality Data (Forthcoming at The American Journal of Managed Care)
with Sean Nicholson and Joseph Stankaitis
E-cigarette Use and Smoking Cessation in Consumer Data (In Progress)
with Alan Mathios
Teaching Function and Quality of Care (In Progress)
Using Physician Notes to Predict Length of Stay: Evidence from ClinicalBERT (In Progress)
Teaching Experience
As a teaching assistant at Cornell University, I have supported courses in econometrics, health economics, and public policy analysis.
- Fall 2025 — PUBPOL 5310: Applied Econometrics for Public Policy (Douglas Miller)
- Spring 2025 — PUBPOL 4281 / PUBPOL 5281 / ECON 3711: The Economics and Regulations of Risky Health Behaviors (John Cawley)
- Spring 2024 — PUBPOL 5673: Health Policy for Managers (Eric D. Hargan)
- Spring 2023 — PAM 3870: Economic Evaluations in Health Care (Donald Kenkel)
- Fall 2022 — PAM 2040: Economics of the Public Sector (Pauline Leung)
- Spring 2022 — PAM 3301: Intermediate Policy Analysis (Sharon Tennyson)
- Fall 2021 — PAM 2040: Economics of the Public Sector (Brandon Tripp)