TY - JOUR
T1 - Hypertension, cholesterol and diabetes medication adherence, health care utilization and expenditure in a Medicare Supplemental sample
AU - Campbell, Patrick J.
AU - Axon, David R.
AU - Taylor, Ann M.
AU - Smith, Karen
AU - Pickering, Matthew
AU - Black, Heather
AU - Warholak, Terri
AU - Chinthammit, Chanadda
N1 - Funding Information:
This work was supported by Pharmacy Quality Alliance, Merck Sharp & Dohme Corp., a subsidiary of Merck & Co., Inc., Kenilworth, NJ and Tabula Rasa HealthCare Group. The funding sources had no role in study design, collection, analysis, and interpretation of data, writing the report, or decision to submit the article for publication.
Funding Information:
Patrick J. Campbell, David R. Axon, Ann M. Taylor, Terri Warholak, and Chanadda Chinthammit, all received funding from Pharmacy Quality Alliance, Merck Sharpe & Dohme Corp., and Tabula Rasa HealthCare Group. Patrick J. Campbell is an employee of Merck Sharp & Dohme Corp., a subsidiary of Merck & Co., Inc., Kenilworth, NJ. Matthew Pickering was formerly with the Pharmacy Quality Alliance. Heather Black is an employee of Merck Sharp & Dohme Corp., a subsidiary of Merck & Co., Inc., Kenilworth, NJ. Chanadda Chinthammit is an employee of Eli Lilly and Company. Patrick J. Campbell and Chanadda Chinthammit completed this work during their employment at the University of Arizona. Karen Smith has no conflicts of interest to declare.
Publisher Copyright:
© 2021 Lippincott Williams and Wilkins. All rights reserved.
PY - 2021/9/3
Y1 - 2021/9/3
N2 - Limited evidence exists regarding the relationships between adherence, as defined in Pharmacy Quality Alliance (PQA) medication adherence measures, health care utilization, and economic outcomes. PQA adherence measures for hypertension, cholesterol, and diabetes are of particular interest given their use in Medicare Star Ratings to evaluate health plan performance.The objective of this study was to assess the relationship between adherence and utilization and cost among Medicare Supplemental beneficiaries included in the aforementioned PQA measures over a 1-year period.Retrospective cohort study.Three cohorts (hypertension, cholesterol, and diabetes) of eligible individuals from the Truven Health MarketScan Commercial Claims and Encounters Research Databases (2009-2015) were used to assess associations between adherence and health care expenditure and utilization for Medicare Supplemental beneficiaries.Generalized linear models with log link and negative binomial (utilization) or gamma (expenditure) distributions assessed relationships between adherence (≥80% proportion of days covered) and health care utilization and expenditure (in 2015 US dollars) while adjusting for confounding variables. Beta coefficients were used to compute cost ratios and rate ratios.Adherence for all 3 disease cohorts was associated with lower outpatient and inpatient visits. During the 1-year study period, adherence was associated with lower outpatient, inpatient, and total expenditures across the cohorts, ranging from 9% lower outpatient costs (diabetes cohort) to 41.9% lower inpatient costs (hypertension cohort). Savings of up to $324.53 per member per month in total expenditure were observed for the hypertension cohort.Our findings indicate adherence is associated with lower health care utilization and expenditures within 1 year.
AB - Limited evidence exists regarding the relationships between adherence, as defined in Pharmacy Quality Alliance (PQA) medication adherence measures, health care utilization, and economic outcomes. PQA adherence measures for hypertension, cholesterol, and diabetes are of particular interest given their use in Medicare Star Ratings to evaluate health plan performance.The objective of this study was to assess the relationship between adherence and utilization and cost among Medicare Supplemental beneficiaries included in the aforementioned PQA measures over a 1-year period.Retrospective cohort study.Three cohorts (hypertension, cholesterol, and diabetes) of eligible individuals from the Truven Health MarketScan Commercial Claims and Encounters Research Databases (2009-2015) were used to assess associations between adherence and health care expenditure and utilization for Medicare Supplemental beneficiaries.Generalized linear models with log link and negative binomial (utilization) or gamma (expenditure) distributions assessed relationships between adherence (≥80% proportion of days covered) and health care utilization and expenditure (in 2015 US dollars) while adjusting for confounding variables. Beta coefficients were used to compute cost ratios and rate ratios.Adherence for all 3 disease cohorts was associated with lower outpatient and inpatient visits. During the 1-year study period, adherence was associated with lower outpatient, inpatient, and total expenditures across the cohorts, ranging from 9% lower outpatient costs (diabetes cohort) to 41.9% lower inpatient costs (hypertension cohort). Savings of up to $324.53 per member per month in total expenditure were observed for the hypertension cohort.Our findings indicate adherence is associated with lower health care utilization and expenditures within 1 year.
KW - diabetes
KW - health care expenditure
KW - hypercholesterolemia
KW - hypertension
KW - medication adherence
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U2 - 10.1097/MD.0000000000027143
DO - 10.1097/MD.0000000000027143
M3 - Article
C2 - 34477169
AN - SCOPUS:85115452824
SN - 0025-7974
VL - 100
JO - Medicine (United States)
JF - Medicine (United States)
IS - 35
M1 - 027143
ER -