Evaluation of Specialized Medication Packaging Combined With Medication Therapy Management: Adherence, Outcomes, and Costs Among Medicaid Patients
Background: This study evaluates the effect of a program combing specialized medication packaging and telephonic medication therapy management on medication adherence, health care utilization, and costs among Medicaid patients. Research Design: A retrospective cohort design compared Medicaid partici...
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Veröffentlicht in: | Medical care 2012-06, Vol.50 (6), p.485-493 |
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description | Background: This study evaluates the effect of a program combing specialized medication packaging and telephonic medication therapy management on medication adherence, health care utilization, and costs among Medicaid patients. Research Design: A retrospective cohort design compared Medicaid participants who voluntarily enrolled in the program (n = 1007) compared with those who did not (n = 13,614). Main outcome measures were medication adherence at 12 months, hospital admissions and emergency department visits at 6 and 12 months, and total paid claim costs at 6 and 12 months. Multivariate regression models were used to adjust for the effect of age, sex, race, comorbidities, and 12-month preenrollment health care utilization. Results: Measures of medication adherence were significantly improved in the program cohort compared with the usual care cohort. At 6 months, adjusted all-cause hospitalization was marginally less in the program cohort compared with the usual care cohort [odds ratio = 0.73, 95% confidence interval (CI), 0.54—1.0, P = 0.05]. No statistically significant differences were observed between the 2 cohorts for any of the other adjusted utilization endpoints at 6 or 12 months. Adjusted total cost at 6 and 12 months were higher in the program cohort (6-month cost ratio = 1.76, 95% CI, 1.65—1.89; 12-month cost ratio = 1.84, 95% CI, 1.72—1.97), primarily because of an increase in prescription costs. Emergency department visits and hospitalization costs did not differ between groups. Conclusions: The program improved measures of medication adherence, but the effect on health care utilization and nonpharmacy costs at 6 and 12 months was not different from the usual care group. Reasons for these findings may reflect differences in the delivery of the specialized packaging and the medication therapy management program, health care behaviors in this Medicaid cohort, unadjusted confounding, or time required for the benefit of the intervention to manifest. |
doi_str_mv | 10.1097/MLR.0b013e3182549d48 |
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fullrecord | <record><control><sourceid>jstor_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4126258</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><jstor_id>23216701</jstor_id><sourcerecordid>23216701</sourcerecordid><originalsourceid>FETCH-LOGICAL-c4358-c3de367a127e272bfcd3c0fb52465f845289aaf499f9498f782e59457b4cbffd3</originalsourceid><addsrcrecordid>eNqFkctu1DAUhiMEokPhDQBFYsOiU3yNbRZIo1G5SDMqgiKWluMcz3iaxIOdtCqPwRNjSCmlG1aWfL7_s4_-oniK0TFGSrxarz4doxphChRLwplqmLxXzDCnYo4Vk_eLGUKEzwUS6qB4lNIOISwoJw-LA0KYkpUUs-LHyYVpRzP40JfBlZ_3YL1p_XdoyjU03k6Tj8aem43vN-UydLXv8_SrH7a3kbMtRLO_KtemNxvooB9el4smX0Jv4ag8HQcbOkhHpembbElDKhddyMbJ4Zv8yOBzLD0uHjjTJnhyfR4WX96enC3fz1en7z4sF6u5ZZTLuaUN0EoYTAQQQWpnG2qRqzlhFXeScSKVMY4p5VTe1glJgCvGRc1s7VxDD4s3k3c_1h00Nr8dTav30XcmXulgvP530vut3oQLzTCpCJdZ8PJaEMO3EdKgO58stK3pIYxJ41yOqLCiPKMv7qC7MMY-r_ebqjBFDGWKTZSNIaUI7uYzGOlfpetcur5beo49v73ITehPyxmQE3AZ2gFiOm_HS4h6C6Ydtv9zP5uiuzSE-FdNCa5EZn8CLwfGqA</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1013613040</pqid></control><display><type>article</type><title>Evaluation of Specialized Medication Packaging Combined With Medication Therapy Management: Adherence, Outcomes, and Costs Among Medicaid Patients</title><source>Jstor Complete Legacy</source><source>Journals@Ovid Ovid Autoload</source><source>MEDLINE</source><creator>Zillich, Alan J. ; Jaynes, Heather A. W. ; Snyder, Margie E. ; Harrison, Jeff ; Hudmon, Karen Suchanek ; de Moor, Carl ; French, Dustin D.</creator><creatorcontrib>Zillich, Alan J. ; Jaynes, Heather A. W. ; Snyder, Margie E. ; Harrison, Jeff ; Hudmon, Karen Suchanek ; de Moor, Carl ; French, Dustin D.</creatorcontrib><description>Background: This study evaluates the effect of a program combing specialized medication packaging and telephonic medication therapy management on medication adherence, health care utilization, and costs among Medicaid patients. Research Design: A retrospective cohort design compared Medicaid participants who voluntarily enrolled in the program (n = 1007) compared with those who did not (n = 13,614). Main outcome measures were medication adherence at 12 months, hospital admissions and emergency department visits at 6 and 12 months, and total paid claim costs at 6 and 12 months. Multivariate regression models were used to adjust for the effect of age, sex, race, comorbidities, and 12-month preenrollment health care utilization. Results: Measures of medication adherence were significantly improved in the program cohort compared with the usual care cohort. At 6 months, adjusted all-cause hospitalization was marginally less in the program cohort compared with the usual care cohort [odds ratio = 0.73, 95% confidence interval (CI), 0.54—1.0, P = 0.05]. No statistically significant differences were observed between the 2 cohorts for any of the other adjusted utilization endpoints at 6 or 12 months. Adjusted total cost at 6 and 12 months were higher in the program cohort (6-month cost ratio = 1.76, 95% CI, 1.65—1.89; 12-month cost ratio = 1.84, 95% CI, 1.72—1.97), primarily because of an increase in prescription costs. Emergency department visits and hospitalization costs did not differ between groups. Conclusions: The program improved measures of medication adherence, but the effect on health care utilization and nonpharmacy costs at 6 and 12 months was not different from the usual care group. Reasons for these findings may reflect differences in the delivery of the specialized packaging and the medication therapy management program, health care behaviors in this Medicaid cohort, unadjusted confounding, or time required for the benefit of the intervention to manifest.</description><identifier>ISSN: 0025-7079</identifier><identifier>EISSN: 1537-1948</identifier><identifier>DOI: 10.1097/MLR.0b013e3182549d48</identifier><identifier>PMID: 22498687</identifier><identifier>CODEN: MELAAD</identifier><language>eng</language><publisher>United States: Lippincott Williams & Wilkins</publisher><subject><![CDATA[Adolescent ; Adult ; Aged ; Community Pharmacy Services - organization & administration ; Drug Packaging - methods ; Drug therapy ; Female ; Health care costs ; Health Care Costs - statistics & numerical data ; Health care expenditures ; Health care utilization ; Health Expenditures - statistics & numerical data ; Health outcomes ; Health Services - statistics & numerical data ; Health services utilization ; Hospitalization ; Humans ; Male ; Managed care ; Medicaid ; Medicaid - statistics & numerical data ; Medication adherence ; Medication Adherence - statistics & numerical data ; Medication Therapy Management - organization & administration ; Medications ; Middle Aged ; Packaging ; Pharmacies ; Pharmacists ; Regression analysis ; Retrospective Studies ; Telephone ; United States]]></subject><ispartof>Medical care, 2012-06, Vol.50 (6), p.485-493</ispartof><rights>Copyright © 2012 Lippincott Williams & Wilkins</rights><rights>2012 Lippincott Williams & Wilkins, Inc.</rights><rights>Copyright Lippincott Williams & Wilkins Jun 2012</rights><rights>Copyright © 2012 by Lippincott Williams & Wilkins 2012</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c4358-c3de367a127e272bfcd3c0fb52465f845289aaf499f9498f782e59457b4cbffd3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.jstor.org/stable/pdf/23216701$$EPDF$$P50$$Gjstor$$H</linktopdf><linktohtml>$$Uhttps://www.jstor.org/stable/23216701$$EHTML$$P50$$Gjstor$$H</linktohtml><link.rule.ids>230,314,776,780,799,881,27903,27904,57995,58228</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22498687$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zillich, Alan J.</creatorcontrib><creatorcontrib>Jaynes, Heather A. W.</creatorcontrib><creatorcontrib>Snyder, Margie E.</creatorcontrib><creatorcontrib>Harrison, Jeff</creatorcontrib><creatorcontrib>Hudmon, Karen Suchanek</creatorcontrib><creatorcontrib>de Moor, Carl</creatorcontrib><creatorcontrib>French, Dustin D.</creatorcontrib><title>Evaluation of Specialized Medication Packaging Combined With Medication Therapy Management: Adherence, Outcomes, and Costs Among Medicaid Patients</title><title>Medical care</title><addtitle>Med Care</addtitle><description>Background: This study evaluates the effect of a program combing specialized medication packaging and telephonic medication therapy management on medication adherence, health care utilization, and costs among Medicaid patients. Research Design: A retrospective cohort design compared Medicaid participants who voluntarily enrolled in the program (n = 1007) compared with those who did not (n = 13,614). Main outcome measures were medication adherence at 12 months, hospital admissions and emergency department visits at 6 and 12 months, and total paid claim costs at 6 and 12 months. Multivariate regression models were used to adjust for the effect of age, sex, race, comorbidities, and 12-month preenrollment health care utilization. Results: Measures of medication adherence were significantly improved in the program cohort compared with the usual care cohort. At 6 months, adjusted all-cause hospitalization was marginally less in the program cohort compared with the usual care cohort [odds ratio = 0.73, 95% confidence interval (CI), 0.54—1.0, P = 0.05]. No statistically significant differences were observed between the 2 cohorts for any of the other adjusted utilization endpoints at 6 or 12 months. Adjusted total cost at 6 and 12 months were higher in the program cohort (6-month cost ratio = 1.76, 95% CI, 1.65—1.89; 12-month cost ratio = 1.84, 95% CI, 1.72—1.97), primarily because of an increase in prescription costs. Emergency department visits and hospitalization costs did not differ between groups. Conclusions: The program improved measures of medication adherence, but the effect on health care utilization and nonpharmacy costs at 6 and 12 months was not different from the usual care group. Reasons for these findings may reflect differences in the delivery of the specialized packaging and the medication therapy management program, health care behaviors in this Medicaid cohort, unadjusted confounding, or time required for the benefit of the intervention to manifest.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Aged</subject><subject>Community Pharmacy Services - organization & administration</subject><subject>Drug Packaging - methods</subject><subject>Drug therapy</subject><subject>Female</subject><subject>Health care costs</subject><subject>Health Care Costs - statistics & numerical data</subject><subject>Health care expenditures</subject><subject>Health care utilization</subject><subject>Health Expenditures - statistics & numerical data</subject><subject>Health outcomes</subject><subject>Health Services - statistics & numerical data</subject><subject>Health services utilization</subject><subject>Hospitalization</subject><subject>Humans</subject><subject>Male</subject><subject>Managed care</subject><subject>Medicaid</subject><subject>Medicaid - statistics & numerical data</subject><subject>Medication adherence</subject><subject>Medication Adherence - statistics & numerical data</subject><subject>Medication Therapy Management - organization & administration</subject><subject>Medications</subject><subject>Middle Aged</subject><subject>Packaging</subject><subject>Pharmacies</subject><subject>Pharmacists</subject><subject>Regression analysis</subject><subject>Retrospective Studies</subject><subject>Telephone</subject><subject>United States</subject><issn>0025-7079</issn><issn>1537-1948</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkctu1DAUhiMEokPhDQBFYsOiU3yNbRZIo1G5SDMqgiKWluMcz3iaxIOdtCqPwRNjSCmlG1aWfL7_s4_-oniK0TFGSrxarz4doxphChRLwplqmLxXzDCnYo4Vk_eLGUKEzwUS6qB4lNIOISwoJw-LA0KYkpUUs-LHyYVpRzP40JfBlZ_3YL1p_XdoyjU03k6Tj8aem43vN-UydLXv8_SrH7a3kbMtRLO_KtemNxvooB9el4smX0Jv4ag8HQcbOkhHpembbElDKhddyMbJ4Zv8yOBzLD0uHjjTJnhyfR4WX96enC3fz1en7z4sF6u5ZZTLuaUN0EoYTAQQQWpnG2qRqzlhFXeScSKVMY4p5VTe1glJgCvGRc1s7VxDD4s3k3c_1h00Nr8dTav30XcmXulgvP530vut3oQLzTCpCJdZ8PJaEMO3EdKgO58stK3pIYxJ41yOqLCiPKMv7qC7MMY-r_ebqjBFDGWKTZSNIaUI7uYzGOlfpetcur5beo49v73ITehPyxmQE3AZ2gFiOm_HS4h6C6Ydtv9zP5uiuzSE-FdNCa5EZn8CLwfGqA</recordid><startdate>201206</startdate><enddate>201206</enddate><creator>Zillich, Alan J.</creator><creator>Jaynes, Heather A. W.</creator><creator>Snyder, Margie E.</creator><creator>Harrison, Jeff</creator><creator>Hudmon, Karen Suchanek</creator><creator>de Moor, Carl</creator><creator>French, Dustin D.</creator><general>Lippincott Williams & Wilkins</general><general>Lippincott Williams & Wilkins, Inc</general><general>Lippincott Williams & Wilkins Ovid Technologies</general><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>K9.</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>201206</creationdate><title>Evaluation of Specialized Medication Packaging Combined With Medication Therapy Management: Adherence, Outcomes, and Costs Among Medicaid Patients</title><author>Zillich, Alan J. ; Jaynes, Heather A. W. ; Snyder, Margie E. ; Harrison, Jeff ; Hudmon, Karen Suchanek ; de Moor, Carl ; French, Dustin D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4358-c3de367a127e272bfcd3c0fb52465f845289aaf499f9498f782e59457b4cbffd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Aged</topic><topic>Community Pharmacy Services - organization & administration</topic><topic>Drug Packaging - methods</topic><topic>Drug therapy</topic><topic>Female</topic><topic>Health care costs</topic><topic>Health Care Costs - statistics & numerical data</topic><topic>Health care expenditures</topic><topic>Health care utilization</topic><topic>Health Expenditures - statistics & numerical data</topic><topic>Health outcomes</topic><topic>Health Services - statistics & numerical data</topic><topic>Health services utilization</topic><topic>Hospitalization</topic><topic>Humans</topic><topic>Male</topic><topic>Managed care</topic><topic>Medicaid</topic><topic>Medicaid - statistics & numerical data</topic><topic>Medication adherence</topic><topic>Medication Adherence - statistics & numerical data</topic><topic>Medication Therapy Management - organization & administration</topic><topic>Medications</topic><topic>Middle Aged</topic><topic>Packaging</topic><topic>Pharmacies</topic><topic>Pharmacists</topic><topic>Regression analysis</topic><topic>Retrospective Studies</topic><topic>Telephone</topic><topic>United States</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zillich, Alan J.</creatorcontrib><creatorcontrib>Jaynes, Heather A. W.</creatorcontrib><creatorcontrib>Snyder, Margie E.</creatorcontrib><creatorcontrib>Harrison, Jeff</creatorcontrib><creatorcontrib>Hudmon, Karen Suchanek</creatorcontrib><creatorcontrib>de Moor, Carl</creatorcontrib><creatorcontrib>French, Dustin D.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Medical care</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zillich, Alan J.</au><au>Jaynes, Heather A. W.</au><au>Snyder, Margie E.</au><au>Harrison, Jeff</au><au>Hudmon, Karen Suchanek</au><au>de Moor, Carl</au><au>French, Dustin D.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluation of Specialized Medication Packaging Combined With Medication Therapy Management: Adherence, Outcomes, and Costs Among Medicaid Patients</atitle><jtitle>Medical care</jtitle><addtitle>Med Care</addtitle><date>2012-06</date><risdate>2012</risdate><volume>50</volume><issue>6</issue><spage>485</spage><epage>493</epage><pages>485-493</pages><issn>0025-7079</issn><eissn>1537-1948</eissn><coden>MELAAD</coden><abstract>Background: This study evaluates the effect of a program combing specialized medication packaging and telephonic medication therapy management on medication adherence, health care utilization, and costs among Medicaid patients. Research Design: A retrospective cohort design compared Medicaid participants who voluntarily enrolled in the program (n = 1007) compared with those who did not (n = 13,614). Main outcome measures were medication adherence at 12 months, hospital admissions and emergency department visits at 6 and 12 months, and total paid claim costs at 6 and 12 months. Multivariate regression models were used to adjust for the effect of age, sex, race, comorbidities, and 12-month preenrollment health care utilization. Results: Measures of medication adherence were significantly improved in the program cohort compared with the usual care cohort. At 6 months, adjusted all-cause hospitalization was marginally less in the program cohort compared with the usual care cohort [odds ratio = 0.73, 95% confidence interval (CI), 0.54—1.0, P = 0.05]. No statistically significant differences were observed between the 2 cohorts for any of the other adjusted utilization endpoints at 6 or 12 months. Adjusted total cost at 6 and 12 months were higher in the program cohort (6-month cost ratio = 1.76, 95% CI, 1.65—1.89; 12-month cost ratio = 1.84, 95% CI, 1.72—1.97), primarily because of an increase in prescription costs. Emergency department visits and hospitalization costs did not differ between groups. Conclusions: The program improved measures of medication adherence, but the effect on health care utilization and nonpharmacy costs at 6 and 12 months was not different from the usual care group. Reasons for these findings may reflect differences in the delivery of the specialized packaging and the medication therapy management program, health care behaviors in this Medicaid cohort, unadjusted confounding, or time required for the benefit of the intervention to manifest.</abstract><cop>United States</cop><pub>Lippincott Williams & Wilkins</pub><pmid>22498687</pmid><doi>10.1097/MLR.0b013e3182549d48</doi><tpages>9</tpages></addata></record> |
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subjects | Adolescent Adult Aged Community Pharmacy Services - organization & administration Drug Packaging - methods Drug therapy Female Health care costs Health Care Costs - statistics & numerical data Health care expenditures Health care utilization Health Expenditures - statistics & numerical data Health outcomes Health Services - statistics & numerical data Health services utilization Hospitalization Humans Male Managed care Medicaid Medicaid - statistics & numerical data Medication adherence Medication Adherence - statistics & numerical data Medication Therapy Management - organization & administration Medications Middle Aged Packaging Pharmacies Pharmacists Regression analysis Retrospective Studies Telephone United States |
title | Evaluation of Specialized Medication Packaging Combined With Medication Therapy Management: Adherence, Outcomes, and Costs Among Medicaid Patients |
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