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Medication Nonadherence in Diabetes: Longitudinal effects on costs and potential cost savings from improvement
OBJECTIVE: To examine the longitudinal effects of medication nonadherence (MNA) on key costs and estimate potential savings from increased adherence using a novel methodology that accounts for shared correlation among cost categories. RESEARCH DESIGN AND METHODS: Veterans with type 2 diabetes (740,1...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Diabetes Association
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3507586/ https://www.ncbi.nlm.nih.gov/pubmed/22912429 http://dx.doi.org/10.2337/dc12-0572 |
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author | Egede, Leonard E. Gebregziabher, Mulugeta Dismuke, Clara E. Lynch, Cheryl P. Axon, R. Neal Zhao, Yumin Mauldin, Patrick D. |
author_facet | Egede, Leonard E. Gebregziabher, Mulugeta Dismuke, Clara E. Lynch, Cheryl P. Axon, R. Neal Zhao, Yumin Mauldin, Patrick D. |
author_sort | Egede, Leonard E. |
collection | PubMed |
description | OBJECTIVE: To examine the longitudinal effects of medication nonadherence (MNA) on key costs and estimate potential savings from increased adherence using a novel methodology that accounts for shared correlation among cost categories. RESEARCH DESIGN AND METHODS: Veterans with type 2 diabetes (740,195) were followed from January 2002 until death, loss to follow-up, or December 2006. A novel multivariate, generalized, linear, mixed modeling approach was used to assess the differential effect of MNA, defined as medication possession ratio (MPR) ≥0.8 on healthcare costs. A sensitivity analysis was performed to assess potential cost savings at different MNA levels using the Consumer Price Index to adjust estimates to 2012 dollar value. RESULTS: Mean MPR for the full sample over 5 years was 0.78, with a mean of 0.93 for the adherent group and 0.58 for the MNA group. In fully adjusted models, all annual cost categories increased ∼3% per year (P = 0.001) during the 5-year study time period. MNA was associated with a 37% lower pharmacy cost, 7% lower outpatient cost, and 41% higher inpatient cost. Based on sensitivity analyses, improving adherence in the MNA group would result in annual estimated cost savings ranging from ∼$661 million (MPR <0.6 vs. ≥0.6) to ∼$1.16 billion (MPR <1 vs. 1). Maximal incremental annual savings would occur by raising MPR from <0.8 to ≥0.8 ($204,530,778) among MNA subjects. CONCLUSIONS: Aggressive strategies and policies are needed to achieve optimal medication adherence in diabetes. Such approaches may further the so-called “triple aim” of achieving better health, better quality care, and lower cost. |
format | Online Article Text |
id | pubmed-3507586 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | American Diabetes Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-35075862013-12-01 Medication Nonadherence in Diabetes: Longitudinal effects on costs and potential cost savings from improvement Egede, Leonard E. Gebregziabher, Mulugeta Dismuke, Clara E. Lynch, Cheryl P. Axon, R. Neal Zhao, Yumin Mauldin, Patrick D. Diabetes Care Original Research OBJECTIVE: To examine the longitudinal effects of medication nonadherence (MNA) on key costs and estimate potential savings from increased adherence using a novel methodology that accounts for shared correlation among cost categories. RESEARCH DESIGN AND METHODS: Veterans with type 2 diabetes (740,195) were followed from January 2002 until death, loss to follow-up, or December 2006. A novel multivariate, generalized, linear, mixed modeling approach was used to assess the differential effect of MNA, defined as medication possession ratio (MPR) ≥0.8 on healthcare costs. A sensitivity analysis was performed to assess potential cost savings at different MNA levels using the Consumer Price Index to adjust estimates to 2012 dollar value. RESULTS: Mean MPR for the full sample over 5 years was 0.78, with a mean of 0.93 for the adherent group and 0.58 for the MNA group. In fully adjusted models, all annual cost categories increased ∼3% per year (P = 0.001) during the 5-year study time period. MNA was associated with a 37% lower pharmacy cost, 7% lower outpatient cost, and 41% higher inpatient cost. Based on sensitivity analyses, improving adherence in the MNA group would result in annual estimated cost savings ranging from ∼$661 million (MPR <0.6 vs. ≥0.6) to ∼$1.16 billion (MPR <1 vs. 1). Maximal incremental annual savings would occur by raising MPR from <0.8 to ≥0.8 ($204,530,778) among MNA subjects. CONCLUSIONS: Aggressive strategies and policies are needed to achieve optimal medication adherence in diabetes. Such approaches may further the so-called “triple aim” of achieving better health, better quality care, and lower cost. American Diabetes Association 2012-12 2012-11-14 /pmc/articles/PMC3507586/ /pubmed/22912429 http://dx.doi.org/10.2337/dc12-0572 Text en © 2012 by the American Diabetes Association. Readers may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. See http://creativecommons.org/licenses/by-nc-nd/3.0/ for details. |
spellingShingle | Original Research Egede, Leonard E. Gebregziabher, Mulugeta Dismuke, Clara E. Lynch, Cheryl P. Axon, R. Neal Zhao, Yumin Mauldin, Patrick D. Medication Nonadherence in Diabetes: Longitudinal effects on costs and potential cost savings from improvement |
title | Medication Nonadherence in Diabetes: Longitudinal effects on costs and potential cost savings from improvement |
title_full | Medication Nonadherence in Diabetes: Longitudinal effects on costs and potential cost savings from improvement |
title_fullStr | Medication Nonadherence in Diabetes: Longitudinal effects on costs and potential cost savings from improvement |
title_full_unstemmed | Medication Nonadherence in Diabetes: Longitudinal effects on costs and potential cost savings from improvement |
title_short | Medication Nonadherence in Diabetes: Longitudinal effects on costs and potential cost savings from improvement |
title_sort | medication nonadherence in diabetes: longitudinal effects on costs and potential cost savings from improvement |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3507586/ https://www.ncbi.nlm.nih.gov/pubmed/22912429 http://dx.doi.org/10.2337/dc12-0572 |
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