Working Papers

In this paper, I examine whether expanding access to safety-net primary care clinics (SNPCCs) has an impact on psychiatric emergency department utilization in California. Primary care physicians have assumed an increasingly important role in outpatient mental healthcare and substance use treatment through screening, diagnosing, and prescribing medications. I leverage variation in travel distance from a small area to the nearest clinics over the period 2005 to 2015 in a two-way fixed-effects model. I find that one additional mile increase in travel distance leads to an increase of 0.13% in the number of psychiatric emergency department visits and the effects are primarily driven by female patients. My findings imply that delivering behavioral healthcare in SNPCCs can be a strategy to reduce unmet need for psychiatric care among low-income groups. Policies designed to increase investments in safety-net primary care settings may have unintended benefits in reducing psychiatric emergency department utilization.

In this paper, I study the role of payday loan restrictions on suicide and overdose deaths. Payday lenders offer ``quick cash'' and charge high fees relative to the principle loan amounts. Concerns about payday loans trapping borrowers in debt have led 21 U.S. states and the District of Columbia to prohibit or severely restrict payday lending by the end of 2021. Having access to costly credit could lead poorly informed individuals to a cycle of repeated borrowing and result in negative heath consequences, such as suicides. Moreover, numerous studies have documented the link between disposable income and negative heath events related to substance use, such as hospitalization and mortality, even when the income is anticipated. Given this relationship, state laws that limit access to credit, such as payday loans, may have unintended consequences related to health outcomes. Using the National Center for Health Statistics Multiple Cause of Death Files from 1999-2018 and estimating event-study models using procedures by Sun & Abraham (2021), my estimates show that suicides and overdoses decline post payday lending restriction. I additionally show that payday loan usage and binge drinking decline as access to payday loans is restricted. My findings suggest that restricting access to payday loans can have unintended benefits in reducing suicides and deaths linked to substance misuse. 

We study the effect of community access to behavioral health (mental health and substance use disorders) treatment on police officer safety, which we proxy with on-duty assaults on officers. Combining agency-level data on police officer on-duty assaults and county-level data on the number of treatment centers within the community that offer behavioral health treatment, we estimate two-way fixed-effects regressions and find that that an additional four centers per county (average increase) leads to a 1.3% reduction per police agency in on-duty assaults against police officers. Previously established benefits of access to treatment on behavioral health extend to the work environment of police officers.

Published Work

Economics

Health Economics, 2022. https://doi.org/10.1002/hec.4578

NBER WP 29465; summary thread

Office-based treatment is the most common modality of mental healthcare received by juveniles. We find that additional offices in a county lead to a decrease in the per capita costs to society of juvenile arrest. Findings are similar for arrest rates although often less precise, which suggests that accounting for social costs is empirically important. Our results imply that increased juvenile access to mental healthcare may have an unintended benefit for the current and future generations.


Health Economics,  2021.  https://doi.org/10.1002/hec.4266 

Utilizing the Consumer Expenditure Interview Survey from 2005 to 2019, I study spending on food and alcohol following recreational marijuana law (RML). I find that households located in states adopting these laws increase their quarterly spending on food, which is driven mainly by spending on food consumed away from home. Legalization of recreational marijuana also leads to increased quarterly spending on alcohol. These findings suggest a complementarity between food, alcohol, and marijuana. 


Health services

Substance Abuse Treatment, Prevention, and Policy, 2022. https://doi.org/10.1186/s13011-022-00469-z

Certificate of Need (CON) laws require healthcare providers to prove to a state board that their proposed services are necessary in order to be allowed to open or expand. Using data on CON laws specifically for substance use treatment facilities and data on substance use treatment facilities, we find that CON laws have no statistically significant effect on the number of facilities, beds, or clients and no significant effect on the acceptance of Medicare. However, they reduce the acceptance of private insurance.


*All authors contributed equally. Authors are listed in alphabetical order. 

§This paper is a revision of a chapter in my dissertation submitted to Temple University in 2020.