Differentially classified methamphetamine-using men who have sex with men: A latent class analysis
•There is a need to rethink interventions for polysubstance using men who have sex with men (MSM).•Modeled the use patterns of polysubstance-using MSM on psychosocial variables.•Polysubstance-using MSM differed based polysubstance-using class membership.•Findings support developing interventions tai...
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creator | Wilkerson, J. Michael Noor, Syed W. Rhoton, Jayson M. Li, Dennis Rosser, B.R. Simon |
description | •There is a need to rethink interventions for polysubstance using men who have sex with men (MSM).•Modeled the use patterns of polysubstance-using MSM on psychosocial variables.•Polysubstance-using MSM differed based polysubstance-using class membership.•Findings support developing interventions tailored for polysubstance-using classes.
Substance use interventions for methamphetamine-using men who have sex with men (MSM) are limited by the assumption that they are a uniform group. We hypothesized that an LCA would identify distinct patterns of substance use and demographic and psychosocial variables associated with different substance-using groups would aid in understanding distinctions. Using cross-sectional data from 343 methamphetamine-using MSM, we conducted an LCA to model the patterns of polysubstance use then examined how the classes varied on psychosocial variables defined by the Information-Motivation-Behavioral Skills (IMB) model.
Because we were interested in identifying patterns of polysubstance use (PSU) among our sample, we identified four classes: minimal PSU, marijuana PSU, cocaine/hallucinogens PSU, and designer drugs/heroin PSU. Men in the marijuana PSU class were less likely to have positive attitudes towards methamphetamine than participants in the other three classes. Men in the Cocaine and Hallucinogens PSU class were more likely to have higher PANAS scores (OR = 13.00 [3.25, 52.07]) compared to the other classes, and they were more likely to have higher self-efficacy to enact safer substance use strategies (OR = 10.72 [3.23, 35.47]). MSM in the Designer Drug and Heroin PSU class were more likely to have a diagnosis of Hepatitis B (OR = 4.07 [0.86, 19.36] despite having higher knowledge of sexual health practices (OR = 0.55 [0.36, 0.84].
Differential classification for methamphetamine-using MSM suggests an opportunity for tailored interventions and secondary prevention programs. By understanding how men vary on illicit substance use, interventionists can routinely screen and link men before they potentially progress to another classification. |
doi_str_mv | 10.1016/j.drugalcdep.2018.07.003 |
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Substance use interventions for methamphetamine-using men who have sex with men (MSM) are limited by the assumption that they are a uniform group. We hypothesized that an LCA would identify distinct patterns of substance use and demographic and psychosocial variables associated with different substance-using groups would aid in understanding distinctions. Using cross-sectional data from 343 methamphetamine-using MSM, we conducted an LCA to model the patterns of polysubstance use then examined how the classes varied on psychosocial variables defined by the Information-Motivation-Behavioral Skills (IMB) model.
Because we were interested in identifying patterns of polysubstance use (PSU) among our sample, we identified four classes: minimal PSU, marijuana PSU, cocaine/hallucinogens PSU, and designer drugs/heroin PSU. Men in the marijuana PSU class were less likely to have positive attitudes towards methamphetamine than participants in the other three classes. Men in the Cocaine and Hallucinogens PSU class were more likely to have higher PANAS scores (OR = 13.00 [3.25, 52.07]) compared to the other classes, and they were more likely to have higher self-efficacy to enact safer substance use strategies (OR = 10.72 [3.23, 35.47]). MSM in the Designer Drug and Heroin PSU class were more likely to have a diagnosis of Hepatitis B (OR = 4.07 [0.86, 19.36] despite having higher knowledge of sexual health practices (OR = 0.55 [0.36, 0.84].
Differential classification for methamphetamine-using MSM suggests an opportunity for tailored interventions and secondary prevention programs. By understanding how men vary on illicit substance use, interventionists can routinely screen and link men before they potentially progress to another classification.</description><identifier>ISSN: 0376-8716</identifier><identifier>EISSN: 1879-0046</identifier><identifier>DOI: 10.1016/j.drugalcdep.2018.07.003</identifier><identifier>PMID: 30248559</identifier><language>eng</language><publisher>Ireland: Elsevier B.V</publisher><subject>Adult ; Alcohol and substance use ; Alcohol use ; Amphetamine-Related Disorders - classification ; Amphetamine-Related Disorders - epidemiology ; Amphetamine-Related Disorders - psychology ; Behavioral theories ; Cannabis ; Classification ; Cocaine ; Cross-Sectional Studies ; Demographic variables ; Demographics ; Drug abuse ; Drug use ; Gay men ; Gays & lesbians ; Hallucinogens ; Health behavior ; Hepatitis ; Hepatitis B ; Heroin ; HIV ; HIV Infections - epidemiology ; HIV Infections - prevention & control ; HIV Infections - psychology ; HIV/AIDS ; Homosexuality ; Homosexuality, Male - psychology ; Human immunodeficiency virus ; Humans ; Intervention ; Latent Class Analysis ; Male ; Marijuana ; Mathematical models ; Medical diagnosis ; Men who have sex with men ; Mens health ; Methamphetamine ; Methamphetamine - adverse effects ; Motivation ; Multiple drugs ; Narcotics ; Prevention programs ; Psychosocial factors ; Risk-Taking ; Secondary prevention ; Self-efficacy ; Sexual health ; Substance abuse ; Substance use ; United States - epidemiology</subject><ispartof>Drug and alcohol dependence, 2018-11, Vol.192, p.129-136</ispartof><rights>2018 Elsevier B.V.</rights><rights>Copyright © 2018 Elsevier B.V. All rights reserved.</rights><rights>Copyright Elsevier Science Ltd. Nov 1, 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c507t-fe8ec46c4f51b882b724feccfa65d18796bd5e1cfcff5f7a164c3694eb7348f3</citedby><cites>FETCH-LOGICAL-c507t-fe8ec46c4f51b882b724feccfa65d18796bd5e1cfcff5f7a164c3694eb7348f3</cites><orcidid>0000-0003-0815-8577 ; 0000-0001-9709-7619 ; 0000-0002-4090-8799</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.drugalcdep.2018.07.003$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,780,784,885,3550,27924,27925,30999,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30248559$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wilkerson, J. Michael</creatorcontrib><creatorcontrib>Noor, Syed W.</creatorcontrib><creatorcontrib>Rhoton, Jayson M.</creatorcontrib><creatorcontrib>Li, Dennis</creatorcontrib><creatorcontrib>Rosser, B.R. Simon</creatorcontrib><title>Differentially classified methamphetamine-using men who have sex with men: A latent class analysis</title><title>Drug and alcohol dependence</title><addtitle>Drug Alcohol Depend</addtitle><description>•There is a need to rethink interventions for polysubstance using men who have sex with men (MSM).•Modeled the use patterns of polysubstance-using MSM on psychosocial variables.•Polysubstance-using MSM differed based polysubstance-using class membership.•Findings support developing interventions tailored for polysubstance-using classes.
Substance use interventions for methamphetamine-using men who have sex with men (MSM) are limited by the assumption that they are a uniform group. We hypothesized that an LCA would identify distinct patterns of substance use and demographic and psychosocial variables associated with different substance-using groups would aid in understanding distinctions. Using cross-sectional data from 343 methamphetamine-using MSM, we conducted an LCA to model the patterns of polysubstance use then examined how the classes varied on psychosocial variables defined by the Information-Motivation-Behavioral Skills (IMB) model.
Because we were interested in identifying patterns of polysubstance use (PSU) among our sample, we identified four classes: minimal PSU, marijuana PSU, cocaine/hallucinogens PSU, and designer drugs/heroin PSU. Men in the marijuana PSU class were less likely to have positive attitudes towards methamphetamine than participants in the other three classes. Men in the Cocaine and Hallucinogens PSU class were more likely to have higher PANAS scores (OR = 13.00 [3.25, 52.07]) compared to the other classes, and they were more likely to have higher self-efficacy to enact safer substance use strategies (OR = 10.72 [3.23, 35.47]). MSM in the Designer Drug and Heroin PSU class were more likely to have a diagnosis of Hepatitis B (OR = 4.07 [0.86, 19.36] despite having higher knowledge of sexual health practices (OR = 0.55 [0.36, 0.84].
Differential classification for methamphetamine-using MSM suggests an opportunity for tailored interventions and secondary prevention programs. By understanding how men vary on illicit substance use, interventionists can routinely screen and link men before they potentially progress to another classification.</description><subject>Adult</subject><subject>Alcohol and substance use</subject><subject>Alcohol use</subject><subject>Amphetamine-Related Disorders - classification</subject><subject>Amphetamine-Related Disorders - epidemiology</subject><subject>Amphetamine-Related Disorders - psychology</subject><subject>Behavioral theories</subject><subject>Cannabis</subject><subject>Classification</subject><subject>Cocaine</subject><subject>Cross-Sectional Studies</subject><subject>Demographic variables</subject><subject>Demographics</subject><subject>Drug abuse</subject><subject>Drug use</subject><subject>Gay men</subject><subject>Gays & lesbians</subject><subject>Hallucinogens</subject><subject>Health behavior</subject><subject>Hepatitis</subject><subject>Hepatitis B</subject><subject>Heroin</subject><subject>HIV</subject><subject>HIV Infections - epidemiology</subject><subject>HIV Infections - prevention & control</subject><subject>HIV Infections - psychology</subject><subject>HIV/AIDS</subject><subject>Homosexuality</subject><subject>Homosexuality, Male - psychology</subject><subject>Human immunodeficiency virus</subject><subject>Humans</subject><subject>Intervention</subject><subject>Latent Class Analysis</subject><subject>Male</subject><subject>Marijuana</subject><subject>Mathematical models</subject><subject>Medical diagnosis</subject><subject>Men who have sex with men</subject><subject>Mens health</subject><subject>Methamphetamine</subject><subject>Methamphetamine - adverse effects</subject><subject>Motivation</subject><subject>Multiple drugs</subject><subject>Narcotics</subject><subject>Prevention programs</subject><subject>Psychosocial factors</subject><subject>Risk-Taking</subject><subject>Secondary prevention</subject><subject>Self-efficacy</subject><subject>Sexual health</subject><subject>Substance abuse</subject><subject>Substance use</subject><subject>United States - epidemiology</subject><issn>0376-8716</issn><issn>1879-0046</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>7QJ</sourceid><recordid>eNqFkU9v3CAQxVHVqtkm_QoVUi-92AWMAfdQKU3_SpFyyR1hPKxZYXsL9qb77Yu1adrmEi5Iw2_ezOMhhCkpKaHi_a7s4rI1wXawLxmhqiSyJKR6hjZUyaYghIvnaEMqKQolqThDr1LakXxEQ16is4owruq62aD2s3cOIoyzNyEcsQ0mJe88dHiAuTfDvofZDH6EYkl-3ObqiO_6CffmADjBL3zn536tfsCXOJg5K51EsBlNOCafLtALZ0KC1_f3Obr9-uX26ntxffPtx9XldWFrIufCgQLLheWupq1SrJWMO7DWGVF3qyvRdjVQ66xztZOGCm4r0XBoZcWVq87Rx5PsfmkH6GxeJJqg99EPJh71ZLz-_2X0vd5OBy0kF4w1WeDdvUCcfi6QZj34ZCEEM8K0JM0oZbQhjMiMvn2E7qYlZr8rVQnVNEzSTKkTZeOUUgT3sAwles1R7_TfHPWaoyZS5xxz65t_zTw0_gkuA59OAOQfPXiIOlkPo4XOR7Cz7ib_9JTf4kG24A</recordid><startdate>20181101</startdate><enddate>20181101</enddate><creator>Wilkerson, J. Michael</creator><creator>Noor, Syed W.</creator><creator>Rhoton, Jayson M.</creator><creator>Li, Dennis</creator><creator>Rosser, B.R. Simon</creator><general>Elsevier B.V</general><general>Elsevier Science Ltd</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>7QJ</scope><scope>7TK</scope><scope>7U7</scope><scope>C1K</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-0815-8577</orcidid><orcidid>https://orcid.org/0000-0001-9709-7619</orcidid><orcidid>https://orcid.org/0000-0002-4090-8799</orcidid></search><sort><creationdate>20181101</creationdate><title>Differentially classified methamphetamine-using men who have sex with men: A latent class analysis</title><author>Wilkerson, J. Michael ; Noor, Syed W. ; Rhoton, Jayson M. ; Li, Dennis ; Rosser, B.R. Simon</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c507t-fe8ec46c4f51b882b724feccfa65d18796bd5e1cfcff5f7a164c3694eb7348f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Adult</topic><topic>Alcohol and substance use</topic><topic>Alcohol use</topic><topic>Amphetamine-Related Disorders - classification</topic><topic>Amphetamine-Related Disorders - epidemiology</topic><topic>Amphetamine-Related Disorders - psychology</topic><topic>Behavioral theories</topic><topic>Cannabis</topic><topic>Classification</topic><topic>Cocaine</topic><topic>Cross-Sectional Studies</topic><topic>Demographic variables</topic><topic>Demographics</topic><topic>Drug abuse</topic><topic>Drug use</topic><topic>Gay men</topic><topic>Gays & lesbians</topic><topic>Hallucinogens</topic><topic>Health behavior</topic><topic>Hepatitis</topic><topic>Hepatitis B</topic><topic>Heroin</topic><topic>HIV</topic><topic>HIV Infections - epidemiology</topic><topic>HIV Infections - prevention & control</topic><topic>HIV Infections - psychology</topic><topic>HIV/AIDS</topic><topic>Homosexuality</topic><topic>Homosexuality, Male - psychology</topic><topic>Human immunodeficiency virus</topic><topic>Humans</topic><topic>Intervention</topic><topic>Latent Class Analysis</topic><topic>Male</topic><topic>Marijuana</topic><topic>Mathematical models</topic><topic>Medical diagnosis</topic><topic>Men who have sex with men</topic><topic>Mens health</topic><topic>Methamphetamine</topic><topic>Methamphetamine - adverse effects</topic><topic>Motivation</topic><topic>Multiple drugs</topic><topic>Narcotics</topic><topic>Prevention programs</topic><topic>Psychosocial factors</topic><topic>Risk-Taking</topic><topic>Secondary prevention</topic><topic>Self-efficacy</topic><topic>Sexual health</topic><topic>Substance abuse</topic><topic>Substance use</topic><topic>United States - epidemiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wilkerson, J. Michael</creatorcontrib><creatorcontrib>Noor, Syed W.</creatorcontrib><creatorcontrib>Rhoton, Jayson M.</creatorcontrib><creatorcontrib>Li, Dennis</creatorcontrib><creatorcontrib>Rosser, B.R. Simon</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>Neurosciences Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Drug and alcohol dependence</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wilkerson, J. Michael</au><au>Noor, Syed W.</au><au>Rhoton, Jayson M.</au><au>Li, Dennis</au><au>Rosser, B.R. Simon</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Differentially classified methamphetamine-using men who have sex with men: A latent class analysis</atitle><jtitle>Drug and alcohol dependence</jtitle><addtitle>Drug Alcohol Depend</addtitle><date>2018-11-01</date><risdate>2018</risdate><volume>192</volume><spage>129</spage><epage>136</epage><pages>129-136</pages><issn>0376-8716</issn><eissn>1879-0046</eissn><abstract>•There is a need to rethink interventions for polysubstance using men who have sex with men (MSM).•Modeled the use patterns of polysubstance-using MSM on psychosocial variables.•Polysubstance-using MSM differed based polysubstance-using class membership.•Findings support developing interventions tailored for polysubstance-using classes.
Substance use interventions for methamphetamine-using men who have sex with men (MSM) are limited by the assumption that they are a uniform group. We hypothesized that an LCA would identify distinct patterns of substance use and demographic and psychosocial variables associated with different substance-using groups would aid in understanding distinctions. Using cross-sectional data from 343 methamphetamine-using MSM, we conducted an LCA to model the patterns of polysubstance use then examined how the classes varied on psychosocial variables defined by the Information-Motivation-Behavioral Skills (IMB) model.
Because we were interested in identifying patterns of polysubstance use (PSU) among our sample, we identified four classes: minimal PSU, marijuana PSU, cocaine/hallucinogens PSU, and designer drugs/heroin PSU. Men in the marijuana PSU class were less likely to have positive attitudes towards methamphetamine than participants in the other three classes. Men in the Cocaine and Hallucinogens PSU class were more likely to have higher PANAS scores (OR = 13.00 [3.25, 52.07]) compared to the other classes, and they were more likely to have higher self-efficacy to enact safer substance use strategies (OR = 10.72 [3.23, 35.47]). MSM in the Designer Drug and Heroin PSU class were more likely to have a diagnosis of Hepatitis B (OR = 4.07 [0.86, 19.36] despite having higher knowledge of sexual health practices (OR = 0.55 [0.36, 0.84].
Differential classification for methamphetamine-using MSM suggests an opportunity for tailored interventions and secondary prevention programs. By understanding how men vary on illicit substance use, interventionists can routinely screen and link men before they potentially progress to another classification.</abstract><cop>Ireland</cop><pub>Elsevier B.V</pub><pmid>30248559</pmid><doi>10.1016/j.drugalcdep.2018.07.003</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0003-0815-8577</orcidid><orcidid>https://orcid.org/0000-0001-9709-7619</orcidid><orcidid>https://orcid.org/0000-0002-4090-8799</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adult Alcohol and substance use Alcohol use Amphetamine-Related Disorders - classification Amphetamine-Related Disorders - epidemiology Amphetamine-Related Disorders - psychology Behavioral theories Cannabis Classification Cocaine Cross-Sectional Studies Demographic variables Demographics Drug abuse Drug use Gay men Gays & lesbians Hallucinogens Health behavior Hepatitis Hepatitis B Heroin HIV HIV Infections - epidemiology HIV Infections - prevention & control HIV Infections - psychology HIV/AIDS Homosexuality Homosexuality, Male - psychology Human immunodeficiency virus Humans Intervention Latent Class Analysis Male Marijuana Mathematical models Medical diagnosis Men who have sex with men Mens health Methamphetamine Methamphetamine - adverse effects Motivation Multiple drugs Narcotics Prevention programs Psychosocial factors Risk-Taking Secondary prevention Self-efficacy Sexual health Substance abuse Substance use United States - epidemiology |
title | Differentially classified methamphetamine-using men who have sex with men: A latent class analysis |
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