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Is There a Relationship Between Part D Medication Adherence and Part C Intermediate Outcomes Star Ratings Measures?

BACKGROUND: Improvements in the Centers for Medicare & Medicaid Services (CMS) star ratings Part D medication adherence measures may affect performance in Part C intermediate outcome measures for which the Part D targeted medication classes are prescribed. OBJECTIVE: To determine if Part D medic...

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Autores principales: Ta, Jamie T., Erickson, Sara C., Qiu, Wenyi (Amanda), Patel, Bimal V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Academy of Managed Care Pharmacy 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10397682/
https://www.ncbi.nlm.nih.gov/pubmed/27348279
http://dx.doi.org/10.18553/jmcp.2016.22.7.787
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author Ta, Jamie T.
Erickson, Sara C.
Qiu, Wenyi (Amanda)
Patel, Bimal V.
author_facet Ta, Jamie T.
Erickson, Sara C.
Qiu, Wenyi (Amanda)
Patel, Bimal V.
author_sort Ta, Jamie T.
collection PubMed
description BACKGROUND: Improvements in the Centers for Medicare & Medicaid Services (CMS) star ratings Part D medication adherence measures may affect performance in Part C intermediate outcome measures for which the Part D targeted medication classes are prescribed. OBJECTIVE: To determine if Part D medication adherence measures are associated with corresponding Part C intermediate outcome measures. METHODS: This was a cross-sectional analysis using the CMS 2015 star ratings report (based on 2013 benefit year plan data) for Medicare contracts. The measures of interest included the Part D adherence measures for diabetes medications, antihypertensive agents, and statins and the Part C intermediate outcome measures for controlled blood sugar, blood pressure, and cholesterol. All Medicare Advantage Prescription Drug (MAPD) contracts with complete data for all Part C and D measures of interest were included. Contracts with ≥ 25% of total enrollment with MA-only benefit were excluded. Linear and logistic regression models were used to assess the association between 2015 Part D adherence measures and Part C intermediate outcome measures (n = 366). The regression models were adjusted for low-income subsidy (LIS) beneficiary enrollment and log-transformed (natural logarithm) total contract enrollment. RESULTS: Bivariate linear regression models demonstrated moderate positive associations between each of the 2015 Part D adherence scores and related 2015 Part C measures that explained 27%-29% (R(2)) of variance. Including LIS and total contract enrollment in the regression models increased the R2 to 30%-36%. The multivariate logistic regression models showed that each percentage point of improvement in the 2015 Part D adherence measures was associated with a 4.13 to 4.69 greater odds of performing in the top quartile in corresponding 2015 Part C measures. CONCLUSIONS: Moderate positive associations were observed between the Part D and Part C scores in the same benefit year. MAPD plans may observe improved Part C intermediate outcome measures with strategies that improve Part D medication adherence measures.
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spelling pubmed-103976822023-08-04 Is There a Relationship Between Part D Medication Adherence and Part C Intermediate Outcomes Star Ratings Measures? Ta, Jamie T. Erickson, Sara C. Qiu, Wenyi (Amanda) Patel, Bimal V. J Manag Care Spec Pharm Research BACKGROUND: Improvements in the Centers for Medicare & Medicaid Services (CMS) star ratings Part D medication adherence measures may affect performance in Part C intermediate outcome measures for which the Part D targeted medication classes are prescribed. OBJECTIVE: To determine if Part D medication adherence measures are associated with corresponding Part C intermediate outcome measures. METHODS: This was a cross-sectional analysis using the CMS 2015 star ratings report (based on 2013 benefit year plan data) for Medicare contracts. The measures of interest included the Part D adherence measures for diabetes medications, antihypertensive agents, and statins and the Part C intermediate outcome measures for controlled blood sugar, blood pressure, and cholesterol. All Medicare Advantage Prescription Drug (MAPD) contracts with complete data for all Part C and D measures of interest were included. Contracts with ≥ 25% of total enrollment with MA-only benefit were excluded. Linear and logistic regression models were used to assess the association between 2015 Part D adherence measures and Part C intermediate outcome measures (n = 366). The regression models were adjusted for low-income subsidy (LIS) beneficiary enrollment and log-transformed (natural logarithm) total contract enrollment. RESULTS: Bivariate linear regression models demonstrated moderate positive associations between each of the 2015 Part D adherence scores and related 2015 Part C measures that explained 27%-29% (R(2)) of variance. Including LIS and total contract enrollment in the regression models increased the R2 to 30%-36%. The multivariate logistic regression models showed that each percentage point of improvement in the 2015 Part D adherence measures was associated with a 4.13 to 4.69 greater odds of performing in the top quartile in corresponding 2015 Part C measures. CONCLUSIONS: Moderate positive associations were observed between the Part D and Part C scores in the same benefit year. MAPD plans may observe improved Part C intermediate outcome measures with strategies that improve Part D medication adherence measures. Academy of Managed Care Pharmacy 2016-07 /pmc/articles/PMC10397682/ /pubmed/27348279 http://dx.doi.org/10.18553/jmcp.2016.22.7.787 Text en © 2016, Academy of Managed Care Pharmacy. All rights reserved. https://creativecommons.org/licenses/by/4.0/This article is licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Research
Ta, Jamie T.
Erickson, Sara C.
Qiu, Wenyi (Amanda)
Patel, Bimal V.
Is There a Relationship Between Part D Medication Adherence and Part C Intermediate Outcomes Star Ratings Measures?
title Is There a Relationship Between Part D Medication Adherence and Part C Intermediate Outcomes Star Ratings Measures?
title_full Is There a Relationship Between Part D Medication Adherence and Part C Intermediate Outcomes Star Ratings Measures?
title_fullStr Is There a Relationship Between Part D Medication Adherence and Part C Intermediate Outcomes Star Ratings Measures?
title_full_unstemmed Is There a Relationship Between Part D Medication Adherence and Part C Intermediate Outcomes Star Ratings Measures?
title_short Is There a Relationship Between Part D Medication Adherence and Part C Intermediate Outcomes Star Ratings Measures?
title_sort is there a relationship between part d medication adherence and part c intermediate outcomes star ratings measures?
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10397682/
https://www.ncbi.nlm.nih.gov/pubmed/27348279
http://dx.doi.org/10.18553/jmcp.2016.22.7.787
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