Evaluating the Effect of Type of Insurance Coverage on Changes in Prescription Medication Utilization During the COVID-19 Pandemic
Author(s)
Mouna Dardouri, MPH, PharmD1, Kelly Anderson, MPP, PhD2;
1University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Graduate student, Aurora, CO, USA, 2University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, USA
1University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Graduate student, Aurora, CO, USA, 2University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, USA
Presentation Documents
OBJECTIVES: Prior studies show significant changes in prescription medication use with the onset of COVID-19, varying by insurance type. Whether these differences stem from insurance design or patient characteristics remains unclear. Using a regression discontinuity design, this study evaluates the causal effects of Medicare versus commercial insurance on pandemic-related changes in medication use. We analyzed overall utilization per member-month, as well as retail, physician-administered, and specific therapeutic classes like psychotropics, antibiotics, antivirals, cardiometabolic, and oncology drugs.
METHODS: A regression discontinuity design was applied to Colorado All-Payers Claims Data (N=498,906) for individuals aged 55 - 75 with commercial or Medicare insurance (January 2019 - December 2021). The running variable was age relative to the Medicare eligibility threshold (65 years). Separate pre- and post-COVID analyses estimated changes in prescription fill rates, expressed as prescriptions per member-month. Regression models included interaction terms for Medicare eligibility and the COVID-19 period, with clustering at the individual level to account for within-person correlations.
RESULTS: A total of 21,528,605 claims were analyzed, with 15,342,930 claims (71.3%) from individuals with commercial insurance and 6,185,675 claims (28.7%) from individuals with Medicare. Medicare eligibility significantly increased prescription fill rates compared to commercial insurance across all therapeutic classes in the pre-COVID period (e.g., psychotropics: β = 0.4719; 95%CI: 0.4605, 0.4833; p<0.001, and antibiotics: β = 0.3593, 95%CI: 0.3504, 0.3683, p<0.001). During the COVID-19 pandemic, Medicare's protective effect was consistently reduced across all analyzed categories, with the most pronounced attenuation observed for retail drugs (β = -0.4674, 95%CI: -0.4820, -0.4527; p<0.001).
CONCLUSIONS: Medicare eligibility enhances prescription drug access, but its protective effect was attenuated during the COVID-19 pandemic, exposing vulnerabilities in the healthcare system. These findings are important to consider when implementing policy measures to strengthen prescription drug access and ensure care continuity for the Medicare-eligible population during future public health emergencies.
METHODS: A regression discontinuity design was applied to Colorado All-Payers Claims Data (N=498,906) for individuals aged 55 - 75 with commercial or Medicare insurance (January 2019 - December 2021). The running variable was age relative to the Medicare eligibility threshold (65 years). Separate pre- and post-COVID analyses estimated changes in prescription fill rates, expressed as prescriptions per member-month. Regression models included interaction terms for Medicare eligibility and the COVID-19 period, with clustering at the individual level to account for within-person correlations.
RESULTS: A total of 21,528,605 claims were analyzed, with 15,342,930 claims (71.3%) from individuals with commercial insurance and 6,185,675 claims (28.7%) from individuals with Medicare. Medicare eligibility significantly increased prescription fill rates compared to commercial insurance across all therapeutic classes in the pre-COVID period (e.g., psychotropics: β = 0.4719; 95%CI: 0.4605, 0.4833; p<0.001, and antibiotics: β = 0.3593, 95%CI: 0.3504, 0.3683, p<0.001). During the COVID-19 pandemic, Medicare's protective effect was consistently reduced across all analyzed categories, with the most pronounced attenuation observed for retail drugs (β = -0.4674, 95%CI: -0.4820, -0.4527; p<0.001).
CONCLUSIONS: Medicare eligibility enhances prescription drug access, but its protective effect was attenuated during the COVID-19 pandemic, exposing vulnerabilities in the healthcare system. These findings are important to consider when implementing policy measures to strengthen prescription drug access and ensure care continuity for the Medicare-eligible population during future public health emergencies.
Conference/Value in Health Info
2025-05, ISPOR 2025, Montréal, Quebec, CA
Value in Health, Volume 28, Issue S1
Code
HPR157
Topic
Health Policy & Regulatory
Topic Subcategory
Insurance Systems & National Health Care
Disease
No Additional Disease & Conditions/Specialized Treatment Areas