Publications

February 3, 2023 | Publication

Does Bad Medical News Reduce Preferences for Generic Drugs?

Policy makers and insurers promote the use of generic drugs because they can deliver large savings without sacrificing quality. But these efforts meet resistance from the public, who perceive generic drugs as inferior substitutes for brand name counterparts. Building on literature showing that negative emotions reduce risk-taking, the authors hypothesize that receiving bad medical news (i.e., negative information about one’s health) prompts patients to favor brand name over generic drugs as means to safeguard their health. The evidence exploits low-density lipoprotein cholesterol test results, where a discontinuity from clinical guidelines enables the authors to estimate the causal effect of bad medical news.
January 6, 2023 | Publication

Trends and Patterns of Social History Data Collection Within an Electronic Health Record

There is increased acceptance that social and behavioral determinants of health (SBDH) impact health outcomes, but electronic health records (EHRs) are not always set up to capture the full range of SBDH variables in a systematic manner. The purpose of this study was to explore rates and trends of social history (SH) data collection—1 element of SBDH—in a structured portion of an EHR within a large academic integrated delivery system.
January 5, 2023 | Publication

Performance of Smartphone Automated Audiogram Image Recognition for Personalized Sound Amplification

In August 2022, the US Food and Drug Administration issued the final rule to establish a new category of over-the-counter (OTC) hearing aids. Over-the-counter hearing aids are intended for use by adults with mild-to-moderate hearing loss without the need for an audiologist to adjust and program the device for the user’s level of hearing as is currently done for most conventional hearing aids. One key aspect of the effectiveness of these future OTC hearing aids is provision of the correct level of sound amplification based on the individual’s level of hearing. Thus, a feature to import prior hearing test (audiogram) results into these devices may be an important consideration to ensure optimal amplification of sound.
January 1, 2023 | Publication

Workforce Composition In Private Equity–Acquired Versus Non–Private Equity–Acquired Physician Practices

Despite growth in private equity (PE) acquisitions of physician practices in the US, little is known about how changes in ownership influence workforce composition. Using clinician-level data linked to practice acquisition information, we estimated changes in clinician workforce composition in PE-acquired practice sites relative to non-PE-acquired independent practice sites for dermatology, ophthalmology, and gastroenterology specialties.
December 2, 2022 | Publication

Addressing Algorithmic Bias and the Perpetuation of Health Inequities: An AI Bias Aware Framework

The emergence and increasing use of artificial intelligence and machine learning (AI/ML) in healthcare practice and delivery is being greeted with both optimism and caution. We focus on the nexus of AI/ML and racial disparities in healthcare: an issue that must be addressed if the promise of AI to improve patient care and health outcomes is to be realized in an equitable manner for all populations.
December 1, 2022 | Publication

High Deductible Health Plans and Spending among Families with a Substance Use Disorder

The United States faces an ongoing drug crisis, worsened by the undertreatment of substance use disorders (SUDs). Family enrollment in high deductible health plans (HDHPs) and the resulting increased cost exposure could exacerbate the undertreatment of SUD. This study characterized the distribution of health care spending within families where a member has a SUD and estimated the association between HDHPs and family health care spending.
December 1, 2022 | Publication

Impact of Direct-to-Consumer Advertising on Outpatient Care Utilization

There is much debate about the effects of pharmaceutical direct to consumer advertising (DTCA) on health care use. In this paper, we inform this debate by examining the effects of DTCA on office visits, as well as treatment courses resulting from those visits, for five common chronic conditions (hypertension, hyperlipidemia, diabetes, depression, and osteoporosis). In particular, we examine whether office visits result in use of drug therapy and/or continued office visits over time.