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Contrasting Measures of Adherence with Simple Drug Use, Medication Switching, and Therapeutic Duplication
BACKGROUND Multiple measures of adherence have been reported in the research literature and it is difficult to determine which is best, as each is nuanced. Occurrences of medication switching and polypharmacy or therapeutic duplication can substantially complicate adherence calculations when adheren...
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Published in: | The Annals of pharmacotherapy 2009-01, Vol.43 (1), p.36-44 |
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creator | Martin, Bradley C Wiley-Exley, Elizabeth K Richards, Shirley Domino, Marisa E Carey, Timothy S Sleath, Betsy Lynn |
description | BACKGROUND
Multiple measures of adherence have been reported in the research literature and it is difficult to determine which is best, as each is nuanced. Occurrences of medication switching and polypharmacy or therapeutic duplication can substantially complicate adherence calculations when adherence to a therapeutic class is sought.
OBJECTIVE
To contrast the Proportion of Days Covered (PDC) adherence metric with 2 variants of the Medication Possession Ratio (MPR, truncated MPR).
METHODS
This study was a retrospective analysis of the North Carolina Medicaid administrative claims data from July 1999 to June 2000. Data for patients with schizophrenia (ICD-9-CM code 295.xx) who were not part of a health maintenance organization, not hospitalized, and not pregnant, taking at least one antipsychotic, were aggregated for each person into person-quarters. The numerator for PDC was defined as the number of days one or more antipsychotics was available and the MPR numerator was defined as the total days’ supply of antipsychotics; both were divided by the total days in each person-quarter. Adherence rates were estimated for subjects who used only one antipsychotic, switched medications, or had therapeutic duplication in the quarter.
RESULTS
The final sample consisted of 25,200 person-quarters from 7069 individuals. For person-quarters with single antipsychotic use, adherence to antipsychotics as a class was: PDC 0.607, truncated MPR 0.640, and MPR 0.695 (p < 0.001). For person-quarters with switching, the average MPR was 0.690, truncated MPR was 0.624, and PDC was 0.562 (p < 0.001). In the presence of therapeutic duplication, the PDC was 0.669, truncated MPR was 0.774, and MPR was 1.238 (p < 0.001).
CONCLUSIONS
The PDC provides a more conservative estimate of adherence than the MPR across all types of users; however, the differences between the 2 methods are more substantial for persons switching therapy and prescribed therapeutic duplication, where MPR may overstate true adherence. The PDC should be considered when a measure of adherence to a class of medications is sought, particularly in clinical situations in which multiple medications within a class are often used concurrently. |
doi_str_mv | 10.1345/aph.1K671 |
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Multiple measures of adherence have been reported in the research literature and it is difficult to determine which is best, as each is nuanced. Occurrences of medication switching and polypharmacy or therapeutic duplication can substantially complicate adherence calculations when adherence to a therapeutic class is sought.
OBJECTIVE
To contrast the Proportion of Days Covered (PDC) adherence metric with 2 variants of the Medication Possession Ratio (MPR, truncated MPR).
METHODS
This study was a retrospective analysis of the North Carolina Medicaid administrative claims data from July 1999 to June 2000. Data for patients with schizophrenia (ICD-9-CM code 295.xx) who were not part of a health maintenance organization, not hospitalized, and not pregnant, taking at least one antipsychotic, were aggregated for each person into person-quarters. The numerator for PDC was defined as the number of days one or more antipsychotics was available and the MPR numerator was defined as the total days’ supply of antipsychotics; both were divided by the total days in each person-quarter. Adherence rates were estimated for subjects who used only one antipsychotic, switched medications, or had therapeutic duplication in the quarter.
RESULTS
The final sample consisted of 25,200 person-quarters from 7069 individuals. For person-quarters with single antipsychotic use, adherence to antipsychotics as a class was: PDC 0.607, truncated MPR 0.640, and MPR 0.695 (p < 0.001). For person-quarters with switching, the average MPR was 0.690, truncated MPR was 0.624, and PDC was 0.562 (p < 0.001). In the presence of therapeutic duplication, the PDC was 0.669, truncated MPR was 0.774, and MPR was 1.238 (p < 0.001).
CONCLUSIONS
The PDC provides a more conservative estimate of adherence than the MPR across all types of users; however, the differences between the 2 methods are more substantial for persons switching therapy and prescribed therapeutic duplication, where MPR may overstate true adherence. The PDC should be considered when a measure of adherence to a class of medications is sought, particularly in clinical situations in which multiple medications within a class are often used concurrently.</description><identifier>ISSN: 1060-0280</identifier><identifier>EISSN: 1542-6270</identifier><identifier>DOI: 10.1345/aph.1K671</identifier><identifier>PMID: 19126828</identifier><identifier>CODEN: APHRER</identifier><language>eng</language><publisher>Los Angeles, CA: Harvey Whitney Books</publisher><subject>Adult ; Adult and adolescent clinical studies ; Antipsychotic Agents - economics ; Antipsychotic Agents - therapeutic use ; Biological and medical sciences ; Female ; Humans ; Male ; Medicaid - economics ; Medical sciences ; Medication Errors - prevention & control ; Middle Aged ; North Carolina ; Patient Compliance ; Pharmacology. Drug treatments ; Prescriptions - economics ; Psychology. Psychoanalysis. Psychiatry ; Psychopathology. Psychiatry ; Psychoses ; Retrospective Studies ; Schizophrenia ; Treatment Refusal ; United States</subject><ispartof>The Annals of pharmacotherapy, 2009-01, Vol.43 (1), p.36-44</ispartof><rights>2009 SAGE Publications</rights><rights>2009 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c374t-1f62ee0517c68f059bbead478852a8cd37eabcff2fa5ef7cdb611313f8079b1e3</citedby><cites>FETCH-LOGICAL-c374t-1f62ee0517c68f059bbead478852a8cd37eabcff2fa5ef7cdb611313f8079b1e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,4024,27923,27924,27925,79364</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=21052234$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/19126828$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Martin, Bradley C</creatorcontrib><creatorcontrib>Wiley-Exley, Elizabeth K</creatorcontrib><creatorcontrib>Richards, Shirley</creatorcontrib><creatorcontrib>Domino, Marisa E</creatorcontrib><creatorcontrib>Carey, Timothy S</creatorcontrib><creatorcontrib>Sleath, Betsy Lynn</creatorcontrib><title>Contrasting Measures of Adherence with Simple Drug Use, Medication Switching, and Therapeutic Duplication</title><title>The Annals of pharmacotherapy</title><addtitle>Ann Pharmacother</addtitle><description>BACKGROUND
Multiple measures of adherence have been reported in the research literature and it is difficult to determine which is best, as each is nuanced. Occurrences of medication switching and polypharmacy or therapeutic duplication can substantially complicate adherence calculations when adherence to a therapeutic class is sought.
OBJECTIVE
To contrast the Proportion of Days Covered (PDC) adherence metric with 2 variants of the Medication Possession Ratio (MPR, truncated MPR).
METHODS
This study was a retrospective analysis of the North Carolina Medicaid administrative claims data from July 1999 to June 2000. Data for patients with schizophrenia (ICD-9-CM code 295.xx) who were not part of a health maintenance organization, not hospitalized, and not pregnant, taking at least one antipsychotic, were aggregated for each person into person-quarters. The numerator for PDC was defined as the number of days one or more antipsychotics was available and the MPR numerator was defined as the total days’ supply of antipsychotics; both were divided by the total days in each person-quarter. Adherence rates were estimated for subjects who used only one antipsychotic, switched medications, or had therapeutic duplication in the quarter.
RESULTS
The final sample consisted of 25,200 person-quarters from 7069 individuals. For person-quarters with single antipsychotic use, adherence to antipsychotics as a class was: PDC 0.607, truncated MPR 0.640, and MPR 0.695 (p < 0.001). For person-quarters with switching, the average MPR was 0.690, truncated MPR was 0.624, and PDC was 0.562 (p < 0.001). In the presence of therapeutic duplication, the PDC was 0.669, truncated MPR was 0.774, and MPR was 1.238 (p < 0.001).
CONCLUSIONS
The PDC provides a more conservative estimate of adherence than the MPR across all types of users; however, the differences between the 2 methods are more substantial for persons switching therapy and prescribed therapeutic duplication, where MPR may overstate true adherence. The PDC should be considered when a measure of adherence to a class of medications is sought, particularly in clinical situations in which multiple medications within a class are often used concurrently.</description><subject>Adult</subject><subject>Adult and adolescent clinical studies</subject><subject>Antipsychotic Agents - economics</subject><subject>Antipsychotic Agents - therapeutic use</subject><subject>Biological and medical sciences</subject><subject>Female</subject><subject>Humans</subject><subject>Male</subject><subject>Medicaid - economics</subject><subject>Medical sciences</subject><subject>Medication Errors - prevention & control</subject><subject>Middle Aged</subject><subject>North Carolina</subject><subject>Patient Compliance</subject><subject>Pharmacology. Drug treatments</subject><subject>Prescriptions - economics</subject><subject>Psychology. Psychoanalysis. Psychiatry</subject><subject>Psychopathology. Psychiatry</subject><subject>Psychoses</subject><subject>Retrospective Studies</subject><subject>Schizophrenia</subject><subject>Treatment Refusal</subject><subject>United States</subject><issn>1060-0280</issn><issn>1542-6270</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2009</creationdate><recordtype>article</recordtype><recordid>eNpt0Mtu1TAQBmALgWgpLHgB5AUXITXFlyR2ltUptBVFLNqurYkzPnGVW-1EEW-P4UR0w2pm8c0_0k_IW87OuMyLLzC1Z_x7qfgzcsyLXGSlUOx52lnJMiY0OyKvYnxgjFVcVC_JEU-z1EIfE78bhzlAnP2wpz8Q4hIw0tHR86bFgINFuvq5pbe-nzqkF2HZ0_uIp8k23sLsx4HeJmHbFHBKYWjoXTqECZfZW3qxTN3GXpMXDrqIb7Z5Qu6_fb3bXWU3Py-vd-c3mZUqnzPuSoHICq5sqR0rqrpGaHKldSFA20YqhNo6JxwU6JRt6pJzyaXTTFU1R3lCPh1ypzA-Lhhn0_tosetgwHGJRknJKl3wMsnPB2nDGGNAZ6bgewi_DGfmT7EmFWv-Fpvsuy11qXtsnuTWZAIfNgDRQucCDNbHf05wVggh8-Q-HlyEPZqHcQlDauO_H98fYOv37eoDmthD16X_3KzrmkvDjSzlb1-7mwQ</recordid><startdate>20090101</startdate><enddate>20090101</enddate><creator>Martin, Bradley C</creator><creator>Wiley-Exley, Elizabeth K</creator><creator>Richards, Shirley</creator><creator>Domino, Marisa E</creator><creator>Carey, Timothy S</creator><creator>Sleath, Betsy Lynn</creator><general>Harvey Whitney Books</general><general>SAGE Publications</general><general>Whitney</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20090101</creationdate><title>Contrasting Measures of Adherence with Simple Drug Use, Medication Switching, and Therapeutic Duplication</title><author>Martin, Bradley C ; Wiley-Exley, Elizabeth K ; Richards, Shirley ; Domino, Marisa E ; Carey, Timothy S ; Sleath, Betsy Lynn</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c374t-1f62ee0517c68f059bbead478852a8cd37eabcff2fa5ef7cdb611313f8079b1e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2009</creationdate><topic>Adult</topic><topic>Adult and adolescent clinical studies</topic><topic>Antipsychotic Agents - economics</topic><topic>Antipsychotic Agents - therapeutic use</topic><topic>Biological and medical sciences</topic><topic>Female</topic><topic>Humans</topic><topic>Male</topic><topic>Medicaid - economics</topic><topic>Medical sciences</topic><topic>Medication Errors - prevention & control</topic><topic>Middle Aged</topic><topic>North Carolina</topic><topic>Patient Compliance</topic><topic>Pharmacology. Drug treatments</topic><topic>Prescriptions - economics</topic><topic>Psychology. Psychoanalysis. Psychiatry</topic><topic>Psychopathology. Psychiatry</topic><topic>Psychoses</topic><topic>Retrospective Studies</topic><topic>Schizophrenia</topic><topic>Treatment Refusal</topic><topic>United States</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Martin, Bradley C</creatorcontrib><creatorcontrib>Wiley-Exley, Elizabeth K</creatorcontrib><creatorcontrib>Richards, Shirley</creatorcontrib><creatorcontrib>Domino, Marisa E</creatorcontrib><creatorcontrib>Carey, Timothy S</creatorcontrib><creatorcontrib>Sleath, Betsy Lynn</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The Annals of pharmacotherapy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Martin, Bradley C</au><au>Wiley-Exley, Elizabeth K</au><au>Richards, Shirley</au><au>Domino, Marisa E</au><au>Carey, Timothy S</au><au>Sleath, Betsy Lynn</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Contrasting Measures of Adherence with Simple Drug Use, Medication Switching, and Therapeutic Duplication</atitle><jtitle>The Annals of pharmacotherapy</jtitle><addtitle>Ann Pharmacother</addtitle><date>2009-01-01</date><risdate>2009</risdate><volume>43</volume><issue>1</issue><spage>36</spage><epage>44</epage><pages>36-44</pages><issn>1060-0280</issn><eissn>1542-6270</eissn><coden>APHRER</coden><abstract>BACKGROUND
Multiple measures of adherence have been reported in the research literature and it is difficult to determine which is best, as each is nuanced. Occurrences of medication switching and polypharmacy or therapeutic duplication can substantially complicate adherence calculations when adherence to a therapeutic class is sought.
OBJECTIVE
To contrast the Proportion of Days Covered (PDC) adherence metric with 2 variants of the Medication Possession Ratio (MPR, truncated MPR).
METHODS
This study was a retrospective analysis of the North Carolina Medicaid administrative claims data from July 1999 to June 2000. Data for patients with schizophrenia (ICD-9-CM code 295.xx) who were not part of a health maintenance organization, not hospitalized, and not pregnant, taking at least one antipsychotic, were aggregated for each person into person-quarters. The numerator for PDC was defined as the number of days one or more antipsychotics was available and the MPR numerator was defined as the total days’ supply of antipsychotics; both were divided by the total days in each person-quarter. Adherence rates were estimated for subjects who used only one antipsychotic, switched medications, or had therapeutic duplication in the quarter.
RESULTS
The final sample consisted of 25,200 person-quarters from 7069 individuals. For person-quarters with single antipsychotic use, adherence to antipsychotics as a class was: PDC 0.607, truncated MPR 0.640, and MPR 0.695 (p < 0.001). For person-quarters with switching, the average MPR was 0.690, truncated MPR was 0.624, and PDC was 0.562 (p < 0.001). In the presence of therapeutic duplication, the PDC was 0.669, truncated MPR was 0.774, and MPR was 1.238 (p < 0.001).
CONCLUSIONS
The PDC provides a more conservative estimate of adherence than the MPR across all types of users; however, the differences between the 2 methods are more substantial for persons switching therapy and prescribed therapeutic duplication, where MPR may overstate true adherence. The PDC should be considered when a measure of adherence to a class of medications is sought, particularly in clinical situations in which multiple medications within a class are often used concurrently.</abstract><cop>Los Angeles, CA</cop><pub>Harvey Whitney Books</pub><pmid>19126828</pmid><doi>10.1345/aph.1K671</doi><tpages>9</tpages></addata></record> |
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subjects | Adult Adult and adolescent clinical studies Antipsychotic Agents - economics Antipsychotic Agents - therapeutic use Biological and medical sciences Female Humans Male Medicaid - economics Medical sciences Medication Errors - prevention & control Middle Aged North Carolina Patient Compliance Pharmacology. Drug treatments Prescriptions - economics Psychology. Psychoanalysis. Psychiatry Psychopathology. Psychiatry Psychoses Retrospective Studies Schizophrenia Treatment Refusal United States |
title | Contrasting Measures of Adherence with Simple Drug Use, Medication Switching, and Therapeutic Duplication |
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