Evaluating Cannabis Use Risk Reduction as an Alternative Clinical Outcome for Cannabis Use Disorder
Objective: Abstinence is rarely achieved in clinical trials for cannabis use disorder (CUD). Cannabis reduction is associated with functional improvement, but reduction endpoints have not been established, indicating a need to identify and validate clinically meaningful reduction endpoints for asses...
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Veröffentlicht in: | Psychology of addictive behaviors 2022-08, Vol.36 (5), p.505-514 |
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creator | Sherman, Brian J. Sofis, Michael J. Borodovsky, Jacob T. Gray, Kevin M. McRae-Clark, Aimee L. Budney, Alan J. |
description | Objective:
Abstinence is rarely achieved in clinical trials for cannabis use disorder (CUD). Cannabis reduction is associated with functional improvement, but reduction endpoints have not been established, indicating a need to identify and validate clinically meaningful reduction endpoints for assessing treatment efficacy.
Method:
Data from a 12-week double-blind randomized placebo-controlled medication trial for cannabis cessation (NCT01675661) were analyzed. Participants (N = 225) were treatment-seeking adults, M = 30.6 (8.9) years old, 70.2% male, and 42.2% Non-White, with CUD who completed 12 weeks of treatment. Frequency (days of use per week) and quantity (grams per using day) were used to define high-, medium-, and low-risk levels. Anxiety and depression were assessed using the Hospital Anxiety and Depression Scale and cannabis-related problems were assessed using the Marijuana Problems Scale. General linear models for repeated measures tested associations between the magnitude of risk reduction and functional outcomes from baseline (BL) to end-of-treatment (EOT). Results: Cannabis risk levels were sensitive to reductions in use from BL to EOT for frequency- (χ2 = 19.35, p = .004) and quantity-based (χ2 = 52.06, p < .001) metrics. Magnitude reduction in frequency-based risk level was associated with magnitude decrease in depression (F = 2.76, p = .043, ηp2 = .04), anxiety (F = 3.70, p = .013, ηp2 = .05), and cannabis-related problems (F = 8.95, p < .001, ηp2 = .12). Magnitude reduction in quantity-based risk level was associated with magnitude decrease in anxiety (F = 3.02, p = .031, ηp2 = .04) and cannabis-related problems (F = 3.24, p = .023, ηp2 = .05). Conclusions: Cannabis use risk levels, as operationalized in this study, captured reductions in use during a clinical trial. Risk level reduction was associated with functional improvement suggesting that identifying risk levels and measuring the change in levels over time may be a viable and clinically meaningful endpoint for determining treatment efficacy.
Public Health Significance Statement
Cannabis use risk levels are measurable, and reduction in risk level is associated with functional improvement during treatment. Given increasing access to cannabis worldwide, risk reduction approaches may be critical to reduce the public health burden of cannabis use disorder (CUD). |
doi_str_mv | 10.1037/adb0000760 |
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Abstinence is rarely achieved in clinical trials for cannabis use disorder (CUD). Cannabis reduction is associated with functional improvement, but reduction endpoints have not been established, indicating a need to identify and validate clinically meaningful reduction endpoints for assessing treatment efficacy.
Method:
Data from a 12-week double-blind randomized placebo-controlled medication trial for cannabis cessation (NCT01675661) were analyzed. Participants (N = 225) were treatment-seeking adults, M = 30.6 (8.9) years old, 70.2% male, and 42.2% Non-White, with CUD who completed 12 weeks of treatment. Frequency (days of use per week) and quantity (grams per using day) were used to define high-, medium-, and low-risk levels. Anxiety and depression were assessed using the Hospital Anxiety and Depression Scale and cannabis-related problems were assessed using the Marijuana Problems Scale. General linear models for repeated measures tested associations between the magnitude of risk reduction and functional outcomes from baseline (BL) to end-of-treatment (EOT). Results: Cannabis risk levels were sensitive to reductions in use from BL to EOT for frequency- (χ2 = 19.35, p = .004) and quantity-based (χ2 = 52.06, p < .001) metrics. Magnitude reduction in frequency-based risk level was associated with magnitude decrease in depression (F = 2.76, p = .043, ηp2 = .04), anxiety (F = 3.70, p = .013, ηp2 = .05), and cannabis-related problems (F = 8.95, p < .001, ηp2 = .12). Magnitude reduction in quantity-based risk level was associated with magnitude decrease in anxiety (F = 3.02, p = .031, ηp2 = .04) and cannabis-related problems (F = 3.24, p = .023, ηp2 = .05). Conclusions: Cannabis use risk levels, as operationalized in this study, captured reductions in use during a clinical trial. Risk level reduction was associated with functional improvement suggesting that identifying risk levels and measuring the change in levels over time may be a viable and clinically meaningful endpoint for determining treatment efficacy.
Public Health Significance Statement
Cannabis use risk levels are measurable, and reduction in risk level is associated with functional improvement during treatment. Given increasing access to cannabis worldwide, risk reduction approaches may be critical to reduce the public health burden of cannabis use disorder (CUD).</description><identifier>ISSN: 0893-164X</identifier><identifier>EISSN: 1939-1501</identifier><identifier>DOI: 10.1037/adb0000760</identifier><identifier>PMID: 34197135</identifier><language>eng</language><publisher>United States: American Psychological Association</publisher><subject>Adult ; Anxiety ; Cannabis ; Cannabis Use Disorder ; Child ; Clinical outcomes ; Clinical research ; Clinical trials ; Double-Blind Method ; Drug Usage ; Drugs ; Efficacy ; Female ; Functional impairment ; Harm Reduction ; Health services utilization ; Help seeking behavior ; Human ; Humans ; Linear analysis ; Magnitude ; Major Depression ; Male ; Marijuana ; Marijuana Abuse - therapy ; Mental depression ; Risk Factors ; Risk reduction ; Risk Reduction Behavior ; Treatment Outcome ; Treatment Outcomes</subject><ispartof>Psychology of addictive behaviors, 2022-08, Vol.36 (5), p.505-514</ispartof><rights>2021 American Psychological Association</rights><rights>2021, American Psychological Association</rights><rights>Copyright American Psychological Association Aug 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a470t-32b0b3a4269907e7dcfab48e103376b4ff424be1ab9d35650fd7cdaf703d9103</citedby><orcidid>0000-0001-6249-5836 ; 0000-0003-4503-7395 ; 0000-0001-8097-3061 ; 0000-0001-6308-6823</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925,30999</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34197135$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Witkiewitz, Katie</contributor><creatorcontrib>Sherman, Brian J.</creatorcontrib><creatorcontrib>Sofis, Michael J.</creatorcontrib><creatorcontrib>Borodovsky, Jacob T.</creatorcontrib><creatorcontrib>Gray, Kevin M.</creatorcontrib><creatorcontrib>McRae-Clark, Aimee L.</creatorcontrib><creatorcontrib>Budney, Alan J.</creatorcontrib><title>Evaluating Cannabis Use Risk Reduction as an Alternative Clinical Outcome for Cannabis Use Disorder</title><title>Psychology of addictive behaviors</title><addtitle>Psychol Addict Behav</addtitle><description>Objective:
Abstinence is rarely achieved in clinical trials for cannabis use disorder (CUD). Cannabis reduction is associated with functional improvement, but reduction endpoints have not been established, indicating a need to identify and validate clinically meaningful reduction endpoints for assessing treatment efficacy.
Method:
Data from a 12-week double-blind randomized placebo-controlled medication trial for cannabis cessation (NCT01675661) were analyzed. Participants (N = 225) were treatment-seeking adults, M = 30.6 (8.9) years old, 70.2% male, and 42.2% Non-White, with CUD who completed 12 weeks of treatment. Frequency (days of use per week) and quantity (grams per using day) were used to define high-, medium-, and low-risk levels. Anxiety and depression were assessed using the Hospital Anxiety and Depression Scale and cannabis-related problems were assessed using the Marijuana Problems Scale. General linear models for repeated measures tested associations between the magnitude of risk reduction and functional outcomes from baseline (BL) to end-of-treatment (EOT). Results: Cannabis risk levels were sensitive to reductions in use from BL to EOT for frequency- (χ2 = 19.35, p = .004) and quantity-based (χ2 = 52.06, p < .001) metrics. Magnitude reduction in frequency-based risk level was associated with magnitude decrease in depression (F = 2.76, p = .043, ηp2 = .04), anxiety (F = 3.70, p = .013, ηp2 = .05), and cannabis-related problems (F = 8.95, p < .001, ηp2 = .12). Magnitude reduction in quantity-based risk level was associated with magnitude decrease in anxiety (F = 3.02, p = .031, ηp2 = .04) and cannabis-related problems (F = 3.24, p = .023, ηp2 = .05). Conclusions: Cannabis use risk levels, as operationalized in this study, captured reductions in use during a clinical trial. Risk level reduction was associated with functional improvement suggesting that identifying risk levels and measuring the change in levels over time may be a viable and clinically meaningful endpoint for determining treatment efficacy.
Public Health Significance Statement
Cannabis use risk levels are measurable, and reduction in risk level is associated with functional improvement during treatment. Given increasing access to cannabis worldwide, risk reduction approaches may be critical to reduce the public health burden of cannabis use disorder (CUD).</description><subject>Adult</subject><subject>Anxiety</subject><subject>Cannabis</subject><subject>Cannabis Use Disorder</subject><subject>Child</subject><subject>Clinical outcomes</subject><subject>Clinical research</subject><subject>Clinical trials</subject><subject>Double-Blind Method</subject><subject>Drug Usage</subject><subject>Drugs</subject><subject>Efficacy</subject><subject>Female</subject><subject>Functional impairment</subject><subject>Harm Reduction</subject><subject>Health services utilization</subject><subject>Help seeking behavior</subject><subject>Human</subject><subject>Humans</subject><subject>Linear analysis</subject><subject>Magnitude</subject><subject>Major Depression</subject><subject>Male</subject><subject>Marijuana</subject><subject>Marijuana Abuse - therapy</subject><subject>Mental depression</subject><subject>Risk Factors</subject><subject>Risk reduction</subject><subject>Risk Reduction Behavior</subject><subject>Treatment Outcome</subject><subject>Treatment Outcomes</subject><issn>0893-164X</issn><issn>1939-1501</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>7QJ</sourceid><recordid>eNp9kU1LHTEYhYNU6q124w-QQHctU5NJMplsBLm1HyAIouAuvPkYG52bXJOZC_77Rq61dWM27yIPD-dwEDqk5CslTB6DM6Q-2ZEdtKCKqYYKQt-hBekVa2jHb_bQh1LuKsNI371He4xTJSkTC2TPNjDOMIV4i5cQI5hQ8HXx-DKUe3zp3WynkCKGgiHi03HyOVZ64_FyDDFYGPHFPNm08nhI-bXiWygpO58P0O4AY_Efn-8-uvp-drX82Zxf_Pi1PD1vgEsyNaw1xDDgbacUkV46O4Dhva8dmewMHwbecuMpGOWY6AQZnLQOBkmYUxXaRydb7Xo2K--sj1OGUa9zWEF-1AmCfv0Tw299mza6ly2hlFfBp2dBTg-zL5O-S3OtOxZdM3W9IkTINylRiyjOZFupz1vK5lRK9sNLDkr002r632oVPvo_-Qv6d6YKfNkCsAa9Lo8W8hTs6Iudc65tnmSadVpoQQT7A627oj4</recordid><startdate>20220801</startdate><enddate>20220801</enddate><creator>Sherman, Brian J.</creator><creator>Sofis, Michael J.</creator><creator>Borodovsky, Jacob T.</creator><creator>Gray, Kevin M.</creator><creator>McRae-Clark, Aimee L.</creator><creator>Budney, Alan J.</creator><general>American Psychological Association</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>7RZ</scope><scope>PSYQQ</scope><scope>7QJ</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-6249-5836</orcidid><orcidid>https://orcid.org/0000-0003-4503-7395</orcidid><orcidid>https://orcid.org/0000-0001-8097-3061</orcidid><orcidid>https://orcid.org/0000-0001-6308-6823</orcidid></search><sort><creationdate>20220801</creationdate><title>Evaluating Cannabis Use Risk Reduction as an Alternative Clinical Outcome for Cannabis Use Disorder</title><author>Sherman, Brian J. ; Sofis, Michael J. ; Borodovsky, Jacob T. ; Gray, Kevin M. ; McRae-Clark, Aimee L. ; Budney, Alan J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a470t-32b0b3a4269907e7dcfab48e103376b4ff424be1ab9d35650fd7cdaf703d9103</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Adult</topic><topic>Anxiety</topic><topic>Cannabis</topic><topic>Cannabis Use Disorder</topic><topic>Child</topic><topic>Clinical outcomes</topic><topic>Clinical research</topic><topic>Clinical trials</topic><topic>Double-Blind Method</topic><topic>Drug Usage</topic><topic>Drugs</topic><topic>Efficacy</topic><topic>Female</topic><topic>Functional impairment</topic><topic>Harm Reduction</topic><topic>Health services utilization</topic><topic>Help seeking behavior</topic><topic>Human</topic><topic>Humans</topic><topic>Linear analysis</topic><topic>Magnitude</topic><topic>Major Depression</topic><topic>Male</topic><topic>Marijuana</topic><topic>Marijuana Abuse - therapy</topic><topic>Mental depression</topic><topic>Risk Factors</topic><topic>Risk reduction</topic><topic>Risk Reduction Behavior</topic><topic>Treatment Outcome</topic><topic>Treatment Outcomes</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sherman, Brian J.</creatorcontrib><creatorcontrib>Sofis, Michael J.</creatorcontrib><creatorcontrib>Borodovsky, Jacob T.</creatorcontrib><creatorcontrib>Gray, Kevin M.</creatorcontrib><creatorcontrib>McRae-Clark, Aimee L.</creatorcontrib><creatorcontrib>Budney, Alan J.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>APA PsycArticles®</collection><collection>ProQuest One Psychology</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Psychology of addictive behaviors</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sherman, Brian J.</au><au>Sofis, Michael J.</au><au>Borodovsky, Jacob T.</au><au>Gray, Kevin M.</au><au>McRae-Clark, Aimee L.</au><au>Budney, Alan J.</au><au>Witkiewitz, Katie</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluating Cannabis Use Risk Reduction as an Alternative Clinical Outcome for Cannabis Use Disorder</atitle><jtitle>Psychology of addictive behaviors</jtitle><addtitle>Psychol Addict Behav</addtitle><date>2022-08-01</date><risdate>2022</risdate><volume>36</volume><issue>5</issue><spage>505</spage><epage>514</epage><pages>505-514</pages><issn>0893-164X</issn><eissn>1939-1501</eissn><abstract>Objective:
Abstinence is rarely achieved in clinical trials for cannabis use disorder (CUD). Cannabis reduction is associated with functional improvement, but reduction endpoints have not been established, indicating a need to identify and validate clinically meaningful reduction endpoints for assessing treatment efficacy.
Method:
Data from a 12-week double-blind randomized placebo-controlled medication trial for cannabis cessation (NCT01675661) were analyzed. Participants (N = 225) were treatment-seeking adults, M = 30.6 (8.9) years old, 70.2% male, and 42.2% Non-White, with CUD who completed 12 weeks of treatment. Frequency (days of use per week) and quantity (grams per using day) were used to define high-, medium-, and low-risk levels. Anxiety and depression were assessed using the Hospital Anxiety and Depression Scale and cannabis-related problems were assessed using the Marijuana Problems Scale. General linear models for repeated measures tested associations between the magnitude of risk reduction and functional outcomes from baseline (BL) to end-of-treatment (EOT). Results: Cannabis risk levels were sensitive to reductions in use from BL to EOT for frequency- (χ2 = 19.35, p = .004) and quantity-based (χ2 = 52.06, p < .001) metrics. Magnitude reduction in frequency-based risk level was associated with magnitude decrease in depression (F = 2.76, p = .043, ηp2 = .04), anxiety (F = 3.70, p = .013, ηp2 = .05), and cannabis-related problems (F = 8.95, p < .001, ηp2 = .12). Magnitude reduction in quantity-based risk level was associated with magnitude decrease in anxiety (F = 3.02, p = .031, ηp2 = .04) and cannabis-related problems (F = 3.24, p = .023, ηp2 = .05). Conclusions: Cannabis use risk levels, as operationalized in this study, captured reductions in use during a clinical trial. Risk level reduction was associated with functional improvement suggesting that identifying risk levels and measuring the change in levels over time may be a viable and clinically meaningful endpoint for determining treatment efficacy.
Public Health Significance Statement
Cannabis use risk levels are measurable, and reduction in risk level is associated with functional improvement during treatment. Given increasing access to cannabis worldwide, risk reduction approaches may be critical to reduce the public health burden of cannabis use disorder (CUD).</abstract><cop>United States</cop><pub>American Psychological Association</pub><pmid>34197135</pmid><doi>10.1037/adb0000760</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0001-6249-5836</orcidid><orcidid>https://orcid.org/0000-0003-4503-7395</orcidid><orcidid>https://orcid.org/0000-0001-8097-3061</orcidid><orcidid>https://orcid.org/0000-0001-6308-6823</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adult Anxiety Cannabis Cannabis Use Disorder Child Clinical outcomes Clinical research Clinical trials Double-Blind Method Drug Usage Drugs Efficacy Female Functional impairment Harm Reduction Health services utilization Help seeking behavior Human Humans Linear analysis Magnitude Major Depression Male Marijuana Marijuana Abuse - therapy Mental depression Risk Factors Risk reduction Risk Reduction Behavior Treatment Outcome Treatment Outcomes |
title | Evaluating Cannabis Use Risk Reduction as an Alternative Clinical Outcome for Cannabis Use Disorder |
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