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Predictors of Residential Treatment Retention among Individuals with Co-Occurring Substance Abuse and Mental Health Disorders
A significant number of individuals with co-occurring substance abuse and mental health disorders do not engage, stay, and/or complete residential treatment. The purpose of this study is to identify factors during the initial phase of treatment which predict retention in private residential treatmen...
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Published in: | Journal of psychoactive drugs 2013-04, Vol.45 (2), p.122-131 |
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container_title | Journal of psychoactive drugs |
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creator | Choi, Sam Adams, Susie M. MacMaster, Samuel A. Seiters, John |
description | A significant number of individuals with co-occurring substance abuse and mental health disorders do not engage, stay, and/or complete residential treatment. The purpose of this study is to identify factors during the initial phase of treatment which predict retention in private residential treatment for individuals with co-occurring substance use and mental health disorders. The participants were 1,317 individuals with co-occurring substance abuse and mental health disorders receiving treatment at three residential treatment centers located in Memphis, TN, Malibu, CA, and Palm Springs, CA. Bivariate analysis and logistic regression were utilized to identify factors that predict treatment retention at 30 days. The findings indicate a variety of factors including age, gender, types of drug, Addiction Severity Index Medical and Psychiatric scores, and readiness to change. These identified factors could be incorporated into pretreatment assessments, so that programs can initiate preventive measures to decrease attrition and improve treatment outcomes. |
doi_str_mv | 10.1080/02791072.2013.785817 |
format | article |
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The purpose of this study is to identify factors during the initial phase of treatment which predict retention in private residential treatment for individuals with co-occurring substance use and mental health disorders. The participants were 1,317 individuals with co-occurring substance abuse and mental health disorders receiving treatment at three residential treatment centers located in Memphis, TN, Malibu, CA, and Palm Springs, CA. Bivariate analysis and logistic regression were utilized to identify factors that predict treatment retention at 30 days. The findings indicate a variety of factors including age, gender, types of drug, Addiction Severity Index Medical and Psychiatric scores, and readiness to change. These identified factors could be incorporated into pretreatment assessments, so that programs can initiate preventive measures to decrease attrition and improve treatment outcomes.</description><identifier>ISSN: 0279-1072</identifier><identifier>EISSN: 2159-9777</identifier><identifier>DOI: 10.1080/02791072.2013.785817</identifier><identifier>PMID: 23909000</identifier><identifier>CODEN: JPDRD3</identifier><language>eng</language><publisher>United States: Routledge</publisher><subject>Adult ; Age Factors ; co-occurring substance abuse and mental disorders ; Comorbidity ; Drug abuse ; Female ; Health Behavior ; Health Knowledge, Attitudes, Practice ; Humans ; Length of Stay ; Logistic Models ; Male ; Mental disorders ; Mental Disorders - diagnosis ; Mental Disorders - epidemiology ; Mental Disorders - psychology ; Middle Aged ; Multivariate Analysis ; Odds Ratio ; Patient Acceptance of Health Care - statistics & numerical data ; Patient Dropouts - psychology ; Patient Dropouts - statistics & numerical data ; predictors ; Private Practice ; Residential Facilities - statistics & numerical data ; residential treatment ; Retention ; Risk Assessment ; Risk Factors ; Severity of Illness Index ; Sex Factors ; Socioeconomic Factors ; Substance abuse treatment ; Substance Abuse Treatment Centers - statistics & numerical data ; Substance-Related Disorders - diagnosis ; Substance-Related Disorders - epidemiology ; Substance-Related Disorders - psychology ; Substance-Related Disorders - rehabilitation ; Time Factors ; Treatment Outcome ; United States ; Young Adult</subject><ispartof>Journal of psychoactive drugs, 2013-04, Vol.45 (2), p.122-131</ispartof><rights>Copyright Taylor & Francis Group, LLC 2013</rights><rights>Copyright Taylor & Francis Ltd. 2013</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c391t-fccc7282833b60cdfe39d6079dd28cb2803860eab3cc06f829a69900ef392c9f3</citedby><cites>FETCH-LOGICAL-c391t-fccc7282833b60cdfe39d6079dd28cb2803860eab3cc06f829a69900ef392c9f3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23909000$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Choi, Sam</creatorcontrib><creatorcontrib>Adams, Susie M.</creatorcontrib><creatorcontrib>MacMaster, Samuel A.</creatorcontrib><creatorcontrib>Seiters, John</creatorcontrib><title>Predictors of Residential Treatment Retention among Individuals with Co-Occurring Substance Abuse and Mental Health Disorders</title><title>Journal of psychoactive drugs</title><addtitle>J Psychoactive Drugs</addtitle><description>A significant number of individuals with co-occurring substance abuse and mental health disorders do not engage, stay, and/or complete residential treatment. The purpose of this study is to identify factors during the initial phase of treatment which predict retention in private residential treatment for individuals with co-occurring substance use and mental health disorders. The participants were 1,317 individuals with co-occurring substance abuse and mental health disorders receiving treatment at three residential treatment centers located in Memphis, TN, Malibu, CA, and Palm Springs, CA. Bivariate analysis and logistic regression were utilized to identify factors that predict treatment retention at 30 days. The findings indicate a variety of factors including age, gender, types of drug, Addiction Severity Index Medical and Psychiatric scores, and readiness to change. These identified factors could be incorporated into pretreatment assessments, so that programs can initiate preventive measures to decrease attrition and improve treatment outcomes.</description><subject>Adult</subject><subject>Age Factors</subject><subject>co-occurring substance abuse and mental disorders</subject><subject>Comorbidity</subject><subject>Drug abuse</subject><subject>Female</subject><subject>Health Behavior</subject><subject>Health Knowledge, Attitudes, Practice</subject><subject>Humans</subject><subject>Length of Stay</subject><subject>Logistic Models</subject><subject>Male</subject><subject>Mental disorders</subject><subject>Mental Disorders - diagnosis</subject><subject>Mental Disorders - epidemiology</subject><subject>Mental Disorders - psychology</subject><subject>Middle Aged</subject><subject>Multivariate Analysis</subject><subject>Odds Ratio</subject><subject>Patient Acceptance of Health Care - statistics & numerical data</subject><subject>Patient Dropouts - psychology</subject><subject>Patient Dropouts - statistics & numerical data</subject><subject>predictors</subject><subject>Private Practice</subject><subject>Residential Facilities - statistics & numerical data</subject><subject>residential treatment</subject><subject>Retention</subject><subject>Risk Assessment</subject><subject>Risk Factors</subject><subject>Severity of Illness Index</subject><subject>Sex Factors</subject><subject>Socioeconomic Factors</subject><subject>Substance abuse treatment</subject><subject>Substance Abuse Treatment Centers - statistics & numerical data</subject><subject>Substance-Related Disorders - diagnosis</subject><subject>Substance-Related Disorders - epidemiology</subject><subject>Substance-Related Disorders - psychology</subject><subject>Substance-Related Disorders - rehabilitation</subject><subject>Time Factors</subject><subject>Treatment Outcome</subject><subject>United States</subject><subject>Young Adult</subject><issn>0279-1072</issn><issn>2159-9777</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><recordid>eNp9kU1vFSEUhomxsdfqPzCGxI2buT3AvXysTHOrtkmbGq1rwvChNDNDBcamC_-7TG7rwkUXhJzD874HeBF6Q2BNQMIxUKEICLqmQNhayK0k4hlaUbJVnRJCPEerBekW5hC9LOUGADjl_AU6pEyBauUK_fmSvYu2plxwCvirL9H5qUYz4OvsTR1b0bp16aUJmzFNP_D55OLv6GYzFHwX60-8S92VtXPOsZ1-m_tSzWQ9Punn4rGZHL5s-mZ55s3Q8NNYUnY-l1foIDQT__phP0LfP3283p11F1efz3cnF51litQuWGsFlVQy1nOwLnimHAehnKPS9lQCkxy86Zm1wIOkynDV3ucDU9SqwI7Q-73vbU6_Zl-qHmOxfhjM5NNcNNkQsWVtbRr67j_0Js15arfThAkCGwocGrXZUzanUrIP-jbH0eR7TUAv8ejHePQSj97H02RvH8znfvTun-gxjwZ82ANxCimP5i7lwelq7oeUQ26fGotmT474C_9jn2U</recordid><startdate>20130401</startdate><enddate>20130401</enddate><creator>Choi, Sam</creator><creator>Adams, Susie M.</creator><creator>MacMaster, Samuel A.</creator><creator>Seiters, John</creator><general>Routledge</general><general>Haight Ashbury Publications</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>K7.</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope></search><sort><creationdate>20130401</creationdate><title>Predictors of Residential Treatment Retention among Individuals with Co-Occurring Substance Abuse and Mental Health Disorders</title><author>Choi, Sam ; Adams, Susie M. ; MacMaster, Samuel A. ; Seiters, John</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c391t-fccc7282833b60cdfe39d6079dd28cb2803860eab3cc06f829a69900ef392c9f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Adult</topic><topic>Age Factors</topic><topic>co-occurring substance abuse and mental disorders</topic><topic>Comorbidity</topic><topic>Drug abuse</topic><topic>Female</topic><topic>Health Behavior</topic><topic>Health Knowledge, Attitudes, Practice</topic><topic>Humans</topic><topic>Length of Stay</topic><topic>Logistic Models</topic><topic>Male</topic><topic>Mental disorders</topic><topic>Mental Disorders - diagnosis</topic><topic>Mental Disorders - epidemiology</topic><topic>Mental Disorders - psychology</topic><topic>Middle Aged</topic><topic>Multivariate Analysis</topic><topic>Odds Ratio</topic><topic>Patient Acceptance of Health Care - statistics & numerical data</topic><topic>Patient Dropouts - psychology</topic><topic>Patient Dropouts - statistics & numerical data</topic><topic>predictors</topic><topic>Private Practice</topic><topic>Residential Facilities - statistics & numerical data</topic><topic>residential treatment</topic><topic>Retention</topic><topic>Risk Assessment</topic><topic>Risk Factors</topic><topic>Severity of Illness Index</topic><topic>Sex Factors</topic><topic>Socioeconomic Factors</topic><topic>Substance abuse treatment</topic><topic>Substance Abuse Treatment Centers - statistics & numerical data</topic><topic>Substance-Related Disorders - diagnosis</topic><topic>Substance-Related Disorders - epidemiology</topic><topic>Substance-Related Disorders - psychology</topic><topic>Substance-Related Disorders - rehabilitation</topic><topic>Time Factors</topic><topic>Treatment Outcome</topic><topic>United States</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Choi, Sam</creatorcontrib><creatorcontrib>Adams, Susie M.</creatorcontrib><creatorcontrib>MacMaster, Samuel A.</creatorcontrib><creatorcontrib>Seiters, John</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 Criminal Justice (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of psychoactive drugs</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Choi, Sam</au><au>Adams, Susie M.</au><au>MacMaster, Samuel A.</au><au>Seiters, John</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Predictors of Residential Treatment Retention among Individuals with Co-Occurring Substance Abuse and Mental Health Disorders</atitle><jtitle>Journal of psychoactive drugs</jtitle><addtitle>J Psychoactive Drugs</addtitle><date>2013-04-01</date><risdate>2013</risdate><volume>45</volume><issue>2</issue><spage>122</spage><epage>131</epage><pages>122-131</pages><issn>0279-1072</issn><eissn>2159-9777</eissn><coden>JPDRD3</coden><abstract>A significant number of individuals with co-occurring substance abuse and mental health disorders do not engage, stay, and/or complete residential treatment. The purpose of this study is to identify factors during the initial phase of treatment which predict retention in private residential treatment for individuals with co-occurring substance use and mental health disorders. The participants were 1,317 individuals with co-occurring substance abuse and mental health disorders receiving treatment at three residential treatment centers located in Memphis, TN, Malibu, CA, and Palm Springs, CA. Bivariate analysis and logistic regression were utilized to identify factors that predict treatment retention at 30 days. The findings indicate a variety of factors including age, gender, types of drug, Addiction Severity Index Medical and Psychiatric scores, and readiness to change. These identified factors could be incorporated into pretreatment assessments, so that programs can initiate preventive measures to decrease attrition and improve treatment outcomes.</abstract><cop>United States</cop><pub>Routledge</pub><pmid>23909000</pmid><doi>10.1080/02791072.2013.785817</doi><tpages>10</tpages></addata></record> |
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source | Taylor and Francis:Jisc Collections:Taylor and Francis Read and Publish Agreement 2024-2025:Medical Collection (Reading list) |
subjects | Adult Age Factors co-occurring substance abuse and mental disorders Comorbidity Drug abuse Female Health Behavior Health Knowledge, Attitudes, Practice Humans Length of Stay Logistic Models Male Mental disorders Mental Disorders - diagnosis Mental Disorders - epidemiology Mental Disorders - psychology Middle Aged Multivariate Analysis Odds Ratio Patient Acceptance of Health Care - statistics & numerical data Patient Dropouts - psychology Patient Dropouts - statistics & numerical data predictors Private Practice Residential Facilities - statistics & numerical data residential treatment Retention Risk Assessment Risk Factors Severity of Illness Index Sex Factors Socioeconomic Factors Substance abuse treatment Substance Abuse Treatment Centers - statistics & numerical data Substance-Related Disorders - diagnosis Substance-Related Disorders - epidemiology Substance-Related Disorders - psychology Substance-Related Disorders - rehabilitation Time Factors Treatment Outcome United States Young Adult |
title | Predictors of Residential Treatment Retention among Individuals with Co-Occurring Substance Abuse and Mental Health Disorders |
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