Medicaid beneficiaries with congestive heart failure: association of medication adherence with healthcare use and costs
To examine the association of medication adherence with healthcare use and costs among Medicaid beneficiaries with congestive heart failure (CHF), to investigate whether the association was a graded one, and to estimate the potential savings due to improved adherence. Using Medicare and Medicaid dat...
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Veröffentlicht in: | The American journal of managed care 2009-07, Vol.15 (7), p.437-445 |
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creator | Esposito, Dominick Bagchi, Ann D Verdier, James M Bencio, Deo S Kim, Myoung S |
description | To examine the association of medication adherence with healthcare use and costs among Medicaid beneficiaries with congestive heart failure (CHF), to investigate whether the association was a graded one, and to estimate the potential savings due to improved adherence.
Using Medicare and Medicaid data for 4 states, adherence was estimated using the medication possession ratio (MPR).
Multivariate logistic and 2-part general linear models were estimated to study the primary objectives. The MPR was specified in multiple ways to examine its association with healthcare use and costs.
Adherent beneficiaries were less likely to have a hospitalization (0.4 percentage points), had fewer hospitalizations (13%), had in excess of 2 fewer inpatient days (25%), were less likely to have an emergency department (ED) visit (3%), and had fewer ED visits (10%) than nonadherent beneficiaries. Total healthcare costs were $5910 (23%) less per year for adherent beneficiaries compared with nonadherent beneficiaries. The relationship between medication adherence and healthcare costs was graded. For example, beneficiaries with adherence rates of 95% or higher had about 15% lower healthcare costs than those with adherence rates between 80% and less than 95% ($17,665 vs $20,747, P |
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Using Medicare and Medicaid data for 4 states, adherence was estimated using the medication possession ratio (MPR).
Multivariate logistic and 2-part general linear models were estimated to study the primary objectives. The MPR was specified in multiple ways to examine its association with healthcare use and costs.
Adherent beneficiaries were less likely to have a hospitalization (0.4 percentage points), had fewer hospitalizations (13%), had in excess of 2 fewer inpatient days (25%), were less likely to have an emergency department (ED) visit (3%), and had fewer ED visits (10%) than nonadherent beneficiaries. Total healthcare costs were $5910 (23%) less per year for adherent beneficiaries compared with nonadherent beneficiaries. The relationship between medication adherence and healthcare costs was graded. For example, beneficiaries with adherence rates of 95% or higher had about 15% lower healthcare costs than those with adherence rates between 80% and less than 95% ($17,665 vs $20,747, P <.01). The relationship between adherence and total healthcare costs was even more stark when the most adherent beneficiaries were segmented into finer subgroups.
Healthcare costs among Medicaid beneficiaries with CHF would be lower if more patients were adherent to prescribed medication regimens. Researchers should reconsider whether a binary threshold for adherence is sufficient to examine the association of adherence with outcomes and healthcare costs.</description><identifier>EISSN: 1936-2692</identifier><identifier>PMID: 19589011</identifier><language>eng</language><publisher>United States</publisher><subject>Aged ; Aged, 80 and over ; Emergency Service, Hospital - economics ; Emergency Service, Hospital - statistics & numerical data ; Female ; Health administration ; Health Care Costs ; Heart Failure - drug therapy ; Heart Failure - economics ; Hospitalization - economics ; Hospitalization - statistics & numerical data ; Humans ; Insurance Claim Review ; Linear Models ; Logistic Models ; Male ; Medicaid ; Medicare - economics ; Medication Adherence - statistics & numerical data ; Middle Aged ; Models, Statistical ; Multivariate Analysis ; Regression Analysis ; United States</subject><ispartof>The American journal of managed care, 2009-07, Vol.15 (7), p.437-445</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/19589011$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Esposito, Dominick</creatorcontrib><creatorcontrib>Bagchi, Ann D</creatorcontrib><creatorcontrib>Verdier, James M</creatorcontrib><creatorcontrib>Bencio, Deo S</creatorcontrib><creatorcontrib>Kim, Myoung S</creatorcontrib><title>Medicaid beneficiaries with congestive heart failure: association of medication adherence with healthcare use and costs</title><title>The American journal of managed care</title><addtitle>Am J Manag Care</addtitle><description>To examine the association of medication adherence with healthcare use and costs among Medicaid beneficiaries with congestive heart failure (CHF), to investigate whether the association was a graded one, and to estimate the potential savings due to improved adherence.
Using Medicare and Medicaid data for 4 states, adherence was estimated using the medication possession ratio (MPR).
Multivariate logistic and 2-part general linear models were estimated to study the primary objectives. The MPR was specified in multiple ways to examine its association with healthcare use and costs.
Adherent beneficiaries were less likely to have a hospitalization (0.4 percentage points), had fewer hospitalizations (13%), had in excess of 2 fewer inpatient days (25%), were less likely to have an emergency department (ED) visit (3%), and had fewer ED visits (10%) than nonadherent beneficiaries. Total healthcare costs were $5910 (23%) less per year for adherent beneficiaries compared with nonadherent beneficiaries. The relationship between medication adherence and healthcare costs was graded. For example, beneficiaries with adherence rates of 95% or higher had about 15% lower healthcare costs than those with adherence rates between 80% and less than 95% ($17,665 vs $20,747, P <.01). The relationship between adherence and total healthcare costs was even more stark when the most adherent beneficiaries were segmented into finer subgroups.
Healthcare costs among Medicaid beneficiaries with CHF would be lower if more patients were adherent to prescribed medication regimens. Researchers should reconsider whether a binary threshold for adherence is sufficient to examine the association of adherence with outcomes and healthcare costs.</description><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Emergency Service, Hospital - economics</subject><subject>Emergency Service, Hospital - statistics & numerical data</subject><subject>Female</subject><subject>Health administration</subject><subject>Health Care Costs</subject><subject>Heart Failure - drug therapy</subject><subject>Heart Failure - economics</subject><subject>Hospitalization - economics</subject><subject>Hospitalization - statistics & numerical data</subject><subject>Humans</subject><subject>Insurance Claim Review</subject><subject>Linear Models</subject><subject>Logistic Models</subject><subject>Male</subject><subject>Medicaid</subject><subject>Medicare - economics</subject><subject>Medication Adherence - statistics & numerical data</subject><subject>Middle Aged</subject><subject>Models, Statistical</subject><subject>Multivariate Analysis</subject><subject>Regression Analysis</subject><subject>United States</subject><issn>1936-2692</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2009</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNo1kEtLxDAUhYMgzjj6FyQ7V4Umt00TdzL4ghE3ui5pcmMjfZmkDv57y8y4Olz47gfnnJE1UyAyLhRfkcsYv_IchCzEBVkxVUqVM7Ym-1e03mhvaYMDOm-8Dh4j3fvUUjMOnxiT_0Haog6JOu27OeAd1TGOC5r8ONDR0f4gOVzathhwMHhULH9dao0OSOeIVA92scYUr8i5013E61NuyMfjw_v2Odu9Pb1s73fZxFmeMsZzzpQsmBNONVi6iufSSqHACOacA2TSWQbSCWhQMVOB4LaoZNFo0yCDDbk9eqcwfs9Lmbr30WDX6QHHOdYVAIhSgFrImxM5N0ufegq-1-G3_t8K_gCSBGbA</recordid><startdate>200907</startdate><enddate>200907</enddate><creator>Esposito, Dominick</creator><creator>Bagchi, Ann D</creator><creator>Verdier, James M</creator><creator>Bencio, Deo S</creator><creator>Kim, Myoung S</creator><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>7X8</scope></search><sort><creationdate>200907</creationdate><title>Medicaid beneficiaries with congestive heart failure: association of medication adherence with healthcare use and costs</title><author>Esposito, Dominick ; Bagchi, Ann D ; Verdier, James M ; Bencio, Deo S ; Kim, Myoung S</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-p210t-120219841f6f9be5f7208d8693c61fff3e18fd138f63be91c7362d4784bacbe13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2009</creationdate><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Emergency Service, Hospital - economics</topic><topic>Emergency Service, Hospital - statistics & numerical data</topic><topic>Female</topic><topic>Health administration</topic><topic>Health Care Costs</topic><topic>Heart Failure - drug therapy</topic><topic>Heart Failure - economics</topic><topic>Hospitalization - economics</topic><topic>Hospitalization - statistics & numerical data</topic><topic>Humans</topic><topic>Insurance Claim Review</topic><topic>Linear Models</topic><topic>Logistic Models</topic><topic>Male</topic><topic>Medicaid</topic><topic>Medicare - economics</topic><topic>Medication Adherence - statistics & numerical data</topic><topic>Middle Aged</topic><topic>Models, Statistical</topic><topic>Multivariate Analysis</topic><topic>Regression Analysis</topic><topic>United States</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Esposito, Dominick</creatorcontrib><creatorcontrib>Bagchi, Ann D</creatorcontrib><creatorcontrib>Verdier, James M</creatorcontrib><creatorcontrib>Bencio, Deo S</creatorcontrib><creatorcontrib>Kim, Myoung S</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>MEDLINE - Academic</collection><jtitle>The American journal of managed care</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Esposito, Dominick</au><au>Bagchi, Ann D</au><au>Verdier, James M</au><au>Bencio, Deo S</au><au>Kim, Myoung S</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Medicaid beneficiaries with congestive heart failure: association of medication adherence with healthcare use and costs</atitle><jtitle>The American journal of managed care</jtitle><addtitle>Am J Manag Care</addtitle><date>2009-07</date><risdate>2009</risdate><volume>15</volume><issue>7</issue><spage>437</spage><epage>445</epage><pages>437-445</pages><eissn>1936-2692</eissn><abstract>To examine the association of medication adherence with healthcare use and costs among Medicaid beneficiaries with congestive heart failure (CHF), to investigate whether the association was a graded one, and to estimate the potential savings due to improved adherence.
Using Medicare and Medicaid data for 4 states, adherence was estimated using the medication possession ratio (MPR).
Multivariate logistic and 2-part general linear models were estimated to study the primary objectives. The MPR was specified in multiple ways to examine its association with healthcare use and costs.
Adherent beneficiaries were less likely to have a hospitalization (0.4 percentage points), had fewer hospitalizations (13%), had in excess of 2 fewer inpatient days (25%), were less likely to have an emergency department (ED) visit (3%), and had fewer ED visits (10%) than nonadherent beneficiaries. Total healthcare costs were $5910 (23%) less per year for adherent beneficiaries compared with nonadherent beneficiaries. The relationship between medication adherence and healthcare costs was graded. For example, beneficiaries with adherence rates of 95% or higher had about 15% lower healthcare costs than those with adherence rates between 80% and less than 95% ($17,665 vs $20,747, P <.01). The relationship between adherence and total healthcare costs was even more stark when the most adherent beneficiaries were segmented into finer subgroups.
Healthcare costs among Medicaid beneficiaries with CHF would be lower if more patients were adherent to prescribed medication regimens. Researchers should reconsider whether a binary threshold for adherence is sufficient to examine the association of adherence with outcomes and healthcare costs.</abstract><cop>United States</cop><pmid>19589011</pmid><tpages>9</tpages></addata></record> |
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source | MEDLINE; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals |
subjects | Aged Aged, 80 and over Emergency Service, Hospital - economics Emergency Service, Hospital - statistics & numerical data Female Health administration Health Care Costs Heart Failure - drug therapy Heart Failure - economics Hospitalization - economics Hospitalization - statistics & numerical data Humans Insurance Claim Review Linear Models Logistic Models Male Medicaid Medicare - economics Medication Adherence - statistics & numerical data Middle Aged Models, Statistical Multivariate Analysis Regression Analysis United States |
title | Medicaid beneficiaries with congestive heart failure: association of medication adherence with healthcare use and costs |
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