Pilot Project 1. Feasibility Pilot of a JITAI to Reduce Cannabis Use Among Emerging Adults
Study Details
Study Description
Brief Summary
This study is being completed to pilot prevention methods to promote wellness and reduce risky behaviors, including the use of substances such as cannabis. This study will help researchers learn about ways of delivering this information that is both appealing and helpful to young adults who use mobile apps.
Condition or Disease | Intervention/Treatment | Phase |
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N/A |
Study Design
Arms and Interventions
Arm | Intervention/Treatment |
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Experimental: JITAI Experimental: Within-participant micro-randomization Twice daily in the study, a participant is assigned to receive a message or no message. The micro-randomization will be performed by a reinforcement learning algorithm based on the participant's engagement with the intervention. |
Other: Just-In-Time-Adaptive-Intervention (JITAI)
Behavioral: MiWaves behavioral messages
Participants will be using the MiWaves mobile app for 30 days. When a participant is assigned to receive a message, a message will be randomly selected from a pool of intervention message sets. Messages are based in motivational interviewing and include affect management and behavioral economic strategies.
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Outcome Measures
Primary Outcome Measures
- App Feasibility [1 month]
% of participants who consented to the study who download the MiWaves app.
- App Acceptability [1 month]
Participants will complete acceptability ratings for the MiWaves app within their post-test assessment (percent with positive rating).
Eligibility Criteria
Criteria
Inclusion Criteria:
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Reside in the US
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Speak and read English
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Have a smartphone on which the app can be downloaded
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Screen positive for cannabis use 3 or more times each week over the past month
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Report motivation to change cannabis as 1 or higher (using scale of 0-10)
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Meet Study verification criteria (i.e., use of CAPTCHA, IP address checks)
Exclusion Criteria:
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Use of Medical Cannabis
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Failure to meet study verification criteria
Contacts and Locations
Locations
No locations specified.Sponsors and Collaborators
- University of Michigan
- National Institute on Drug Abuse (NIDA)
Investigators
None specified.Study Documents (Full-Text)
None provided.More Information
Publications
None provided.- HUM00222194
- 5P50DA054039-02