{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,20]],"date-time":"2026-08-20T15:34:42Z","timestamp":1787240082714,"version":"build-2736575974"},"reference-count":88,"publisher":"JMIR Publications Inc.","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JMIR Res Protoc"],"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec sec-type=\"background\">\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>More than 5 million young adults in the United States meet criteria for cannabis use disorder (CUD), placing them at risk for adverse physical, psychiatric, and social outcomes. Most individuals with CUD do not receive treatment due to numerous barriers, including motivation, stigma, limited availability and accessibility of developmentally appropriate services, and competing demands for time and finances. A novel digital health intervention, Momentary Self-Monitoring and Feedback + Motivational Enhancement Therapy\u2014Virtual (MOMENT-V), was developed and combines telehealth motivational enhancement therapy with mobile health ecological momentary intervention (EMI) to provide a fully remote brief intervention for CUD among young adults.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"objective\">\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>We describe the protocol for a parallel, 2-arm, pilot randomized controlled trial of MOMENT-V vs enhanced usual care (EUC) to evaluate intervention and trial feasibility in young adults with CUD recruited from primary care clinics.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"methods\">\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>\n                      We are inviting primary care patients, aged 18 to 26 years, to self-screen through clinic posters with QR codes, invitations from clinicians, and patient portal messages. Eligible patients (eg, Cannabis Use Disorder Identification Test-Revised score \u226512, cannabis use \u2265\n                      <jats:underline\/>\n                      3 days\/week, and smartphone ownership; N=60) will be randomly assigned 1:1 to receive MOMENT-V or EUC. MOMENT-V will include 2 weekly sessions of motivational enhancement therapy via telehealth, then 2 weeks of mobile health EMI\u2014mobile self-monitoring with messages following reports of personal triggers for use. EUC will include a brief meeting with a counselor to review cannabis use problems and provide substance use and mental health resources. Participants will be assessed via surveys and a timeline followback calendar interview at baseline, 3 weeks, 3 months, and 6 months, and by an interview at 6 months. Primary outcomes will include completion, EMI engagement, and acceptability as measures of intervention feasibility, and screening, eligibility, enrollment, and retention rates as measures of trial feasibility. Primary outcomes will be evaluated against a priori benchmarks. Secondary outcomes will include counselor adherence to motivational interviewing principles, therapeutic alliance, duration of study activities, barriers, facilitators, CUD symptoms, and amount of delta-9-tetrahydrocannabinol used in standard units for motivation to change cannabis use, psychological distress, cognitive function, and quality of life. We will also examine cannabis use frequency and problems resulting from cannabis use. For the quantitative analyses, we will use descriptive statistics, logistic regression, and generalized linear mixed effects modeling. For the qualitative analyses, we will use immersion\/crystallization, template organizing style, and thematic analysis.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"results\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Recruitment began in August 2025 and is anticipated to end in January 2027. Data collection is projected to be completed in July 2027. We plan to submit a manuscript describing the main outcomes in early 2028.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"conclusions\">\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>This study will provide data regarding the MOMENT-V digital health intervention and trial feasibility in anticipation of a fully powered efficacy trial in young adults with CUD who are being seen in primary care.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.2196\/105908","type":"journal-article","created":{"date-parts":[[2026,8,20]],"date-time":"2026-08-20T15:13:30Z","timestamp":1787238810000},"page":"e105908-e105908","source":"Crossref","is-referenced-by-count":0,"title":["Telehealth-Plus-mHealth Intervention for Young Adults With Cannabis Use Disorder: Protocol for a Pilot Randomized Controlled Trial"],"prefix":"10.2196","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9648-9319","authenticated-orcid":false,"given":"Lydia A","family":"Shrier","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-9894-7044","authenticated-orcid":false,"given":"Avery","family":"Palmer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sarah","family":"Parker","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6272-6259","authenticated-orcid":false,"given":"Joe","family":"Kossowsky","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4825-6673","authenticated-orcid":false,"given":"Sabra L","family":"Katz-Wise","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7235-0956","authenticated-orcid":false,"given":"Pamela J","family":"Burke","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6280-8417","authenticated-orcid":false,"given":"Carly E","family":"Milliren","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4618-0348","authenticated-orcid":false,"given":"Sion Kim","family":"Harris","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1010","published-online":{"date-parts":[[2026,8,20]]},"reference":[{"key":"R1","doi-asserted-by":"crossref","unstructured":"Patrick ME Miech RA Johnston LD O\u2019Malley PM . Monitoring the future panel study annual report: National data on substance use among adults ages 19 to 65, 1976\u20132024. Institute for Social Research, University of Michigan; Jul 31, 2025. URL: https:\/\/monitoringthefuture.org\/wp-content\/uploads\/2024\/07\/mtfpanel2024.pdf [Accessed 30-07-2026]","DOI":"10.7826\/ISR-UM.06.585140.002.07.0003.2024"},{"key":"R2","unstructured":"Colby A Laramie O Pensky H Sarkis M Johnson JK . Cannabis use trends in Massachusetts, findings from the international cannabis policy study, 2019-2020. Massachusetts Cannabis Control Commission (CCC); 2022. URL: https:\/\/masscannabiscontrol.com\/wp-content\/uploads\/2022\/09\/International-Cannabis-Policy-Study-2019-2020.pdf [Accessed 14-03-2024]"},{"key":"R3","doi-asserted-by":"publisher","DOI":"10.1016\/j.addbeh.2020.106479","article-title":"What is the prevalence and risk of cannabis use disorders among people who use cannabis? A systematic review and meta-analysis","volume":"109","author":"Leung","journal-title":"Addict Behav"},{"key":"R4","unstructured":"Key substance use and mental health indicators in the united states: results from the 2024 national survey on drug use and health. Center for Behavioral Health Statistics and Quality, Substance Abuse and Mental Health Services Administration; 2025. URL: https:\/\/www.samhsa.gov\/data\/sites\/default\/files\/reports\/rpt56287\/2024-nsduh-annual-national-report.pdf [Accessed 05-08-2026]"},{"issue":"7","key":"R5","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1016\/j.biopsych.2016.01.004","article-title":"Changes in cannabis potency over the last 2 decades (1995-2014): analysis of current data in the United States","volume":"79","author":"ElSohly","journal-title":"Biol Psychiatry"},{"issue":"6","key":"R6","doi-asserted-by":"publisher","first-page":"429","DOI":"10.1097\/ADM.0000000000000256","article-title":"Trends and correlates of cannabis-involved emergency department visits: 2004 to 2011","volume":"10","author":"Zhu","journal-title":"J Addict Med"},{"key":"R7","unstructured":"Drug abuse warning network, 2011: national estimates of drug-related emergency department visits. Substance Abuse and Mental Health Services Administration (SAMHSA); 2013. URL: https:\/\/www.samhsa.gov\/data\/sites\/default\/files\/DAWN2k11ED\/DAWN2k11ED\/DAWN2k11ED.pdf [Accessed 05-08-2026]"},{"issue":"1","key":"R8","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1196\/annals.1308.009","article-title":"Structural magnetic resonance imaging of the adolescent brain","volume":"1021","author":"Giedd","journal-title":"Ann N Y Acad Sci"},{"issue":"17","key":"R9","doi-asserted-by":"publisher","first-page":"1302","DOI":"10.1002\/bdr2.1572","article-title":"Cannabis and the developing brain: what does the evidence say?","volume":"111","author":"Jacobus","journal-title":"Birth Defects Res"},{"issue":"9","key":"R10","doi-asserted-by":"publisher","first-page":"736","DOI":"10.1016\/S2215-0366(22)00161-4","article-title":"Association of cannabis potency with mental ill health and addiction: a systematic review","volume":"9","author":"Petrilli","journal-title":"Lancet Psychiatry"},{"issue":"1","key":"R11","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1177\/0269881111405362","article-title":"Adolescent exposure to cannabis as a risk factor for psychiatric disorders","volume":"26","author":"Rubino","journal-title":"J Psychopharmacol"},{"issue":"2","key":"R12","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1007\/s11121-018-0904-7","article-title":"Associations between marijuana use trajectories and educational and occupational success in young adulthood","volume":"20","author":"Thompson","journal-title":"Prev Sci"},{"issue":"2","key":"R13","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2024.57852","article-title":"Cannabis use disorder emergency department visits and hospitalizations and 5-year mortality","volume":"8","author":"Myran","journal-title":"JAMA Netw Open"},{"issue":"Pt A","key":"R14","doi-asserted-by":"publisher","first-page":"109154","DOI":"10.1016\/j.drugalcdep.2021.109154","article-title":"Cannabis use disorder treatment use and perceived treatment need in the United States: time trends and age differences between 2002 and 2019","volume":"229","author":"Askari","journal-title":"Drug Alcohol Depend"},{"key":"R15","doi-asserted-by":"publisher","DOI":"10.1016\/j.addbeh.2021.107049","article-title":"Young adult cannabis use disorder treatment admissions declined as past month cannabis use increased in the U.S.: an analysis of states by year, 2008-2017","volume":"123","author":"Mennis","journal-title":"Addict Behav"},{"key":"R16","doi-asserted-by":"publisher","DOI":"10.1016\/j.addbeh.2022.107552","article-title":"Recreational cannabis legalization alters associations among cannabis use, perception of risk, and cannabis use disorder treatment for adolescents and young adults","volume":"138","author":"Mennis","journal-title":"Addict Behav"},{"issue":"1","key":"R17","doi-asserted-by":"publisher","DOI":"10.1186\/s13011-022-00456-4","article-title":"A qualitative study exploring how young people perceive and experience substance use services in British Columbia, Canada","volume":"17","author":"Turuba","journal-title":"Subst Abuse Treat Prev Policy"},{"key":"R18","doi-asserted-by":"publisher","DOI":"10.1016\/j.drugalcdep.2017.09.032","article-title":"Predictors of treatment utilization and barriers to treatment utilization among individuals with lifetime cannabis use disorder in the United States","volume":"181","author":"Kerridge","journal-title":"Drug Alcohol Depend"},{"issue":"3","key":"R19","doi-asserted-by":"publisher","first-page":"268","DOI":"10.1080\/08897077.2018.1544964","article-title":"The prevalence of Healthcare Effectiveness Data and Information Set (HEDIS) initiation and engagement in treatment among patients with cannabis use disorders in 7\u2009US health systems","volume":"40","author":"Lapham","journal-title":"Subst Abus"},{"key":"R20","unstructured":"Miller WR Zweben A DiClemente CC Rychtarik RG . Motivational enhancement therapy manual: a clinical research guide for therapists treating individuals with alcohol abuse and dependence. Institute on Alcohol Abuse and Alcoholism (NIAAA); 1994. URL: https:\/\/www.motivationalinterviewing.org\/sites\/default\/files\/match.pdf [Accessed 30-07-2026]"},{"issue":"1","key":"R21","doi-asserted-by":"publisher","DOI":"10.1186\/s13643-018-0772-z","article-title":"Brief interventions for cannabis use in emerging adults: protocol for a systematic review, meta-analysis, and evidence map","volume":"7","author":"Halladay","journal-title":"Syst Rev"},{"key":"R22","doi-asserted-by":"publisher","DOI":"10.1111\/j.1360-0443.2004.00855.x","article-title":"Motivational enhancement and other brief interventions for adolescent substance abuse: foundations, applications and evaluations","volume":"99 Suppl 2","author":"Tevyaw","journal-title":"Addiction"},{"issue":"9","key":"R23","doi-asserted-by":"publisher","first-page":"775","DOI":"10.1037\/ccp0000332","article-title":"Brief motivational interviewing intervention to reduce alcohol and marijuana use for at-risk adolescents in primary care","volume":"86","author":"D\u2019Amico","journal-title":"J Consult Clin Psychol"},{"issue":"8","key":"R24","doi-asserted-by":"publisher","first-page":"1234","DOI":"10.1111\/j.1360-0443.2007.01878.x","article-title":"Motivational interviewing versus feedback only in emergency care for young adult problem drinking","volume":"102","author":"Monti","journal-title":"Addiction"},{"issue":"5","key":"R25","doi-asserted-by":"publisher","first-page":"469","DOI":"10.1037\/0003-066X.55.5.469","article-title":"Emerging adulthood. A theory of development from the late teens through the twenties","volume":"55","author":"Arnett","journal-title":"Am Psychol"},{"issue":"9","key":"R26","doi-asserted-by":"publisher","first-page":"1346","DOI":"10.1016\/j.addbeh.2014.04.025","article-title":"Web-based screening and brief intervention for student marijuana use in a university health center: pilot study TO examine the implementation of eCHECKUP TO GO in different contexts","volume":"39","author":"Palfai","journal-title":"Addict Behav"},{"key":"R27","doi-asserted-by":"publisher","DOI":"10.1016\/j.drugalcdep.2014.02.628","article-title":"The impact of personalized feedback on marijuana use: examining a brief intervention delivered via the Internet","volume":"140","author":"Towe","journal-title":"Drug Alcohol Depend"},{"issue":"8","key":"R28","doi-asserted-by":"publisher","first-page":"750","DOI":"10.1016\/j.addbeh.2010.03.001","article-title":"Brief Motivational Intervention and telemedicine: a new perspective of treatment to marijuana users","volume":"35","author":"Fernandes","journal-title":"Addict Behav"},{"issue":"3","key":"R29","doi-asserted-by":"publisher","first-page":"440","DOI":"10.1111\/add.14026","article-title":"A developmental-based motivational intervention to reduce alcohol and marijuana use among non-treatment-seeking young adults: a randomized controlled trial","volume":"113","author":"Stein","journal-title":"Addiction"},{"issue":"2","key":"R30","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1037\/a0018859","article-title":"A brief, web-based personalized feedback selective intervention for college student marijuana use: a randomized clinical trial","volume":"24","author":"Lee","journal-title":"Psychol Addict Behav"},{"issue":"2","key":"R31","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1016\/j.jsat.2010.11.001","article-title":"A brief marijuana intervention for non-treatment-seeking young adult women","volume":"40","author":"Stein","journal-title":"J Subst Abuse Treat"},{"issue":"4","key":"R32","doi-asserted-by":"publisher","first-page":"470","DOI":"10.1111\/j.1360-0443.2005.01013.x","article-title":"Deterioration over time in effect of Motivational Interviewing in reducing drug consumption and related risk among young people","volume":"100","author":"McCambridge","journal-title":"Addiction"},{"issue":"1","key":"R33","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1111\/j.1360-0443.2004.00564.x","article-title":"The efficacy of single-session motivational interviewing in reducing drug consumption and perceptions of drug-related risk and harm among young people: results from a multi-site cluster randomized trial","volume":"99","author":"McCambridge","journal-title":"Addiction"},{"issue":"5","key":"R34","doi-asserted-by":"publisher","DOI":"10.1002\/14651858.CD005336.pub4","article-title":"Psychosocial interventions for cannabis use disorder","volume":"2016","author":"Gates","journal-title":"Cochrane Database Syst Rev"},{"key":"R35","doi-asserted-by":"publisher","DOI":"10.1016\/j.copsyc.2020.11.002","article-title":"Interventions for cannabis use disorder","volume":"38","author":"Winters","journal-title":"Curr Opin Psychol"},{"key":"R36","unstructured":"One-fourth of adults and nearly half of adults under 30 don\u2019t have a primary care doctor. KFF (Kaiser Family Foundation); 2019. URL: https:\/\/www.kff.org\/other-health\/one-fourth-of-adults-and-nearly-half-of-adults-under-30-dont-have-a-primary-care-doctor\/ [Accessed 29-05-2026]"},{"key":"R37","unstructured":"National Center for Health Statistics. Percentage of angina for adults aged 18 and over, United States, 2019\u20142024. Centers for Disease Control and Prevention (CDC). 2018. URL: https:\/\/wwwn.cdc.gov\/NHISDataQueryTool\/SHS_adult\/index.html [Accessed 29-05-2026]"},{"issue":"22","key":"R38","doi-asserted-by":"publisher","first-page":"2301","DOI":"10.1001\/jama.2020.8020","article-title":"Screening for unhealthy drug use: US Preventive Services Task Force recommendation statement","volume":"323","author":"US Preventive Services Task Force","journal-title":"JAMA"},{"key":"R39","unstructured":"Screening, brief intervention, and referral to treatment (SBIRT). Substance Abuse and Mental Health Services Administration (SAMHSA). 2022. URL: https:\/\/www.samhsa.gov\/substance-use\/treatment\/sbirt [Accessed 07-08-2023]"},{"issue":"12","key":"R40","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0224867","article-title":"Cannabis users: screen systematically, treat individually. A descriptive study of participants in a randomized trial in primary care","volume":"14","author":"Laporte","journal-title":"PLoS One"},{"issue":"6","key":"R41","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2024.14809","article-title":"Cannabis use reported by patients receiving primary care in a large health system","volume":"7","author":"Gelberg","journal-title":"JAMA Netw Open"},{"issue":"3","key":"R42","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1080\/08897077.2014.951140","article-title":"Facilitators and barriers to implementing screening, brief intervention, and referral to treatment (SBIRT) in primary care in integrated health care settings","volume":"36","author":"Rahm","journal-title":"Subst Abus"},{"issue":"S2","key":"R43","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1111\/add.13652","article-title":"Screening, brief intervention and referral to treatment (SBIRT): implementation barriers, facilitators and model migration","volume":"112 Suppl 2","author":"Vendetti","journal-title":"Addiction"},{"issue":"1","key":"R44","doi-asserted-by":"publisher","DOI":"10.1186\/s13722-018-0110-8","article-title":"Barriers and facilitators affecting the implementation of substance use screening in primary care clinics: a qualitative study of patients, providers, and staff","volume":"13","author":"McNeely","journal-title":"Addict Sci Clin Pract"},{"issue":"5","key":"R45","doi-asserted-by":"publisher","DOI":"10.1136\/bmjopen-2023-081620","article-title":"Access to primary care for children and young people (CYP) in the UK: a scoping review of CYP\u2019s, caregivers\u2019 and healthcare professionals\u2019 views and experiences of facilitators and barriers","volume":"14","author":"Herlitz","journal-title":"BMJ Open"},{"key":"R46","doi-asserted-by":"publisher","DOI":"10.2196\/55031","article-title":"Digital interventions for recreational cannabis use among young adults: systematic review, meta-analysis, and behavior change technique analysis of randomized controlled studies","volume":"26","author":"C\u00f4t\u00e9","journal-title":"J Med Internet Res"},{"key":"R47","unstructured":"Kane CK . Patient-facing telehealth: use is higher than pre-pandemic but with great variation across physician specialties. American Medical Association (AMA); 2025. URL: https:\/\/www.ama-assn.org\/system\/files\/2024-prp-telehealth.pdf [Accessed 30-07-2026]"},{"key":"R48","doi-asserted-by":"publisher","DOI":"10.1016\/j.invent.2021.100484","article-title":"Online personalized feedback intervention to reduce risky cannabis use. Randomized controlled trial","volume":"26","author":"Cunningham","journal-title":"Internet Interv"},{"issue":"6","key":"R49","doi-asserted-by":"publisher","first-page":"785","DOI":"10.1177\/0145445515595198","article-title":"Mobile technology boosts the effectiveness of psychotherapy and behavioral interventions: a meta-analysis","volume":"39","author":"Lindhiem","journal-title":"Behav Modif"},{"issue":"4","key":"R50","doi-asserted-by":"publisher","first-page":"821","DOI":"10.1037\/a0029197","article-title":"The context of desire to use marijuana: momentary assessment of young people who frequently use marijuana","volume":"26","author":"Shrier","journal-title":"Psychol Addict Behav"},{"key":"R51","doi-asserted-by":"publisher","DOI":"10.21037\/mhealth.2018.07.04","article-title":"Pilot randomized trial of MOMENT, a motivational counseling-plus-ecological momentary intervention to reduce marijuana use in youth","volume":"4","author":"Shrier","journal-title":"Mhealth"},{"issue":"5","key":"R52","doi-asserted-by":"publisher","first-page":"781","DOI":"10.15288\/jsad.2014.75.781","article-title":"Momentary positive and negative affect preceding marijuana use events in youth","volume":"75","author":"Shrier","journal-title":"J Stud Alcohol Drugs"},{"key":"R53","doi-asserted-by":"publisher","DOI":"10.1016\/j.josat.2024.209472","article-title":"Telehealth counseling plus mHealth intervention for cannabis use in emerging adults: development and a remote open pilot trial","volume":"166","author":"Shrier","journal-title":"J Subst Use Addict Treat"},{"key":"R54","doi-asserted-by":"publisher","DOI":"10.1016\/j.drugalcdep.2013.09.028","article-title":"CANDIS treatment program for cannabis use disorders: findings from a randomized multi-site translational trial","volume":"134","author":"Hoch","journal-title":"Drug Alcohol Depend"},{"issue":"4","key":"R55","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1016\/j.euroneuro.2011.07.014","article-title":"Efficacy of a targeted cognitive-behavioral treatment program for cannabis use disorders (CANDIS)","volume":"22","author":"Hoch","journal-title":"Eur Neuropsychopharmacol"},{"issue":"3","key":"R56","doi-asserted-by":"publisher","first-page":"455","DOI":"10.1037\/0022-006X.72.3.455","article-title":"Brief treatments for cannabis dependence: findings from a randomized multisite trial","volume":"72","author":"Babor","journal-title":"J Consult Clin Psychol"},{"key":"R57","unstructured":"An introduction to design thinking: process guide. Hasso Plattner Institute of Design, Stanford University; 2010. URL: https:\/\/web.stanford.edu\/~mshanks\/MichaelShanks\/files\/509554.pdf [Accessed 30-07-2026]"},{"key":"R58","unstructured":"Sobell LC Sobell MB Buchan G Cleland PA Fedoroff I Leo GI . Timeline followback method (drugs, cigarettes, and marijuana). Association for Advancement of Behavior Therapy (AABT); 1996. URL: https:\/\/www.nova.edu\/guided-self-change\/documents\/TLFBDrugCigMJoverview.pdf [Accessed 03-03-2022]"},{"issue":"1-2","key":"R59","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1016\/j.drugalcdep.2010.02.017","article-title":"An improved brief measure of cannabis misuse: the Cannabis Use Disorders Identification Test-Revised (CUDIT-R)","volume":"110","author":"Adamson","journal-title":"Drug Alcohol Depend"},{"key":"R60","unstructured":"935 CMR 500.000: Adult use of marijuana. Massachusetts Cannabis Control Commission (Commonwealth of Massachusetts); Apr 15, 2022. URL: https:\/\/masscannabiscontrol.com\/wp-content\/uploads\/2022\/04\/220415_Adult_Use_Regulations.pdf [Accessed 07-08-2023]"},{"key":"R61","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclinepi.2019.02.011","article-title":"The selection of comparators for randomized controlled trials of health-related behavioral interventions: recommendations of an NIH expert panel","volume":"110","author":"Freedland","journal-title":"J Clin Epidemiol"},{"issue":"2","key":"R62","doi-asserted-by":"publisher","first-page":"166","DOI":"10.1016\/j.pec.2004.01.003","article-title":"Measuring adaptations of motivational interviewing: the development and validation of the behavior change counseling index (BECCI)","volume":"56","author":"Lane","journal-title":"Patient Educ Couns"},{"issue":"8","key":"R63","doi-asserted-by":"publisher","first-page":"1287","DOI":"10.1111\/add.12558","article-title":"Sustaining motivational interviewing: a meta-analysis of training studies","volume":"109","author":"Schwalbe","journal-title":"Addiction"},{"key":"R64","doi-asserted-by":"publisher","DOI":"10.2196\/70219","article-title":"Patterns of engagement with the mHealth component of a sexual and reproductive health risk reduction intervention for young people with depression: latent trajectory analysis","volume":"13","author":"Shrier","journal-title":"JMIR mHealth uHealth"},{"issue":"3","key":"R65","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1016\/0149-7189(82)90074-x","article-title":"The client satisfaction questionnaire. Psychometric properties and correlations with service utilization and psychotherapy outcome","volume":"5","author":"Attkisson","journal-title":"Eval Program Plann"},{"issue":"1","key":"R66","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1080\/10503300500352500","article-title":"Development and validation of a revised short version of the working alliance inventory","volume":"16","author":"Hatcher","journal-title":"Psychother Res"},{"key":"R67","doi-asserted-by":"publisher","DOI":"10.1016\/j.drugalcdep.2020.107993","article-title":"The state of clinical outcome assessments for cannabis use disorder clinical trials: a review and research agenda","volume":"212","author":"Loflin","journal-title":"Drug Alcohol Depend"},{"key":"R68","doi-asserted-by":"publisher","DOI":"10.1016\/j.drugalcdep.2018.10.020","article-title":"Systematic review of outcome domains and measures used in psychosocial and pharmacological treatment trials for cannabis use disorder","volume":"194","author":"Lee","journal-title":"Drug Alcohol Depend"},{"issue":"6","key":"R69","doi-asserted-by":"publisher","first-page":"1510","DOI":"10.1111\/add.15702","article-title":"The International Cannabis Toolkit (iCannToolkit): a multidisciplinary expert consensus on minimum standards for measuring cannabis use","volume":"117","author":"Lorenzetti","journal-title":"Addiction"},{"issue":"4","key":"R70","doi-asserted-by":"publisher","first-page":"429","DOI":"10.1007\/s40429-019-00290-y","article-title":"Measuring within-individual cannabis reduction in clinical trials: a review of the methodological challenges","volume":"6","author":"Tomko","journal-title":"Curr Addict Rep"},{"issue":"5","key":"R71","doi-asserted-by":"crossref","first-page":"898","DOI":"10.1037\/0022-006X.68.5.898","volume":"68","author":"Stephens","journal-title":"J Consult Clin Psychol"},{"key":"R72","doi-asserted-by":"crossref","unstructured":"Diagnostic and Statistical Manual of Mental Disorders: DSM-5. 5th ed. American Psychiatric Association; 2013. URL: https:\/\/doi.org\/10.1176\/appi.books.9780890425596 [Accessed 11-01-2023]","DOI":"10.1176\/appi.books.9780890425596"},{"key":"R73","unstructured":"Cottler LB . Composite international diagnostic interview\u2014substance abuse module (SAM). Department of Psychiatry, Washington University School of Medicine; 2000. URL: https:\/\/nidagenetics.org\/wp-content\/uploads\/2022\/05\/sam_entire.pdf [Accessed 30-07-2026]"},{"key":"R74","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpeds.2022.07.034","article-title":"High-potency cannabis use in adolescence","volume":"252","author":"Vargas","journal-title":"J Pediatr"},{"issue":"7","key":"R75","doi-asserted-by":"publisher","first-page":"1207","DOI":"10.1111\/add.14842","article-title":"\u201cStandard THC units\u201d: a proposal to standardize dose across all cannabis products and methods of administration","volume":"115","author":"Freeman","journal-title":"Addiction"},{"issue":"11","key":"R76","doi-asserted-by":"publisher","first-page":"944","DOI":"10.1016\/S2215-0366(21)00355-2","article-title":"A standard THC unit for reporting of health research on cannabis and cannabinoids","volume":"8","author":"Freeman","journal-title":"Lancet Psychiatry"},{"issue":"1","key":"R77","doi-asserted-by":"publisher","first-page":"112","DOI":"10.1037\/0893-164X.19.1.112","article-title":"Performance of alcohol and safer sex change rulers compared with readiness to change questionnaires","volume":"19","author":"LaBrie","journal-title":"Psychol Addict Behav"},{"issue":"6","key":"R78","doi-asserted-by":"publisher","first-page":"959","DOI":"10.1017\/s0033291702006074","article-title":"Short screening scales to monitor population prevalences and trends in non-specific psychological distress","volume":"32","author":"Kessler","journal-title":"Psychol Med"},{"issue":"7","key":"R79","doi-asserted-by":"publisher","first-page":"1341","DOI":"10.1093\/arclin\/acaa128","article-title":"Normative reference values, reliability, and item-level symptom endorsement for the PROMIS\u00ae v2.0 cognitive function-short forms 4a, 6a and 8a","volume":"36","author":"Iverson","journal-title":"Arch Clin Neuropsychol"},{"issue":"7","key":"R80","doi-asserted-by":"publisher","first-page":"873","DOI":"10.1007\/s11136-009-9496-9","article-title":"Development of physical and mental health summary scores from the patient-reported outcomes measurement information system (PROMIS) global items","volume":"18","author":"Hays","journal-title":"Qual Life Res"},{"key":"R81","doi-asserted-by":"publisher","DOI":"10.1136\/bmj-2024-081477","article-title":"SPIRIT 2025 statement: updated guideline for protocols of randomised trials","volume":"389","author":"Chan","journal-title":"BMJ"},{"issue":"4","key":"R82","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.1923","article-title":"CONSORT-EHEALTH: improving and standardizing evaluation reports of Web-based and mobile health interventions","volume":"13","author":"Eysenbach","journal-title":"J Med Internet Res"},{"key":"R83","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2019.103208","article-title":"The REDCap consortium: building an international community of software platform partners","volume":"95","author":"Harris","journal-title":"J Biomed Inform"},{"issue":"2","key":"R84","doi-asserted-by":"publisher","first-page":"377","DOI":"10.1016\/j.jbi.2008.08.010","article-title":"Research electronic data capture (REDCap)--a metadata-driven methodology and workflow process for providing translational research informatics support","volume":"42","author":"Harris","journal-title":"J Biomed Inform"},{"issue":"4","key":"R85","doi-asserted-by":"publisher","first-page":"785","DOI":"10.1093\/fampra\/cmab158","article-title":"Immersion-Crystallization: a valuable analytic tool for healthcare research","volume":"39","author":"Borkan","journal-title":"Fam Pract"},{"key":"R86","unstructured":"Crabtree BF Miller WL . Doing Qualitative Research. Sage Publications; 1992. ISBN: 9780803943124"},{"issue":"2","key":"R87","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1191\/1478088706qp063oa","article-title":"Using thematic analysis in psychology","volume":"3","author":"Braun","journal-title":"Qual Res Psychol"},{"issue":"2","key":"R88","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2024.57781","article-title":"Time to act on a growing public health threat-evidence of elevated mortality in cannabis use disorder","volume":"8","author":"Bierut","journal-title":"JAMA Netw Open"}],"container-title":["JMIR Research Protocols"],"original-title":[],"language":"en","deposited":{"date-parts":[[2026,8,20]],"date-time":"2026-08-20T15:13:51Z","timestamp":1787238831000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.researchprotocols.org\/2026\/1\/e105908"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8,20]]},"references-count":88,"URL":"https:\/\/doi.org\/10.2196\/105908","relation":{},"ISSN":["1929-0748"],"issn-type":[{"value":"1929-0748","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,8,20]]},"article-number":"v15i7e105908"}}