Computer-Based Motivational Interviews for Cannabis Showed Promise but Were Less Effective Than Face-to-Face
Both computer-based and face-to-face motivational interviews generated "change talk" about marijuana use, but only the face-to-face format showed a trend toward actually reducing use at two-month follow-up.
Quick Facts
What This Study Found
Both interview formats generated similar amounts of change talk and sustain talk after adjusting for verbosity. However, the relationship between change talk and actual behavior change differed by format: in face-to-face interviews, stronger change talk trended toward reduced marijuana use at 2 months (though not significant, p=0.08), while in the computer format, change talk did not predict behavior change.
Key Numbers
150 participants (frequent users, occasional users, non-users). Face-to-face produced significantly more words (p<0.001). After controlling for verbosity, change talk was similar (p=0.47). Face-to-face showed trend toward use reduction with stronger change talk (p=0.08). Computer format: no relationship between change talk and use (p=0.16).
How They Did This
Randomized controlled trial with 150 marijuana users and ambivalent non-users assigned to face-to-face or computer-mediated motivational-type interviews. Change talk was coded using Amrhein's manual. Marijuana use was assessed at 2-month follow-up.
Why This Research Matters
Scaling up motivational interviewing through computer platforms could reach more cannabis users. This study suggests the format shows promise for generating the right kind of conversation, but translating that into behavior change may require the human connection of face-to-face interaction.
The Bigger Picture
Digital health interventions for substance use are expanding rapidly. This study provides important nuance: computers can facilitate meaningful therapeutic conversations, but the mechanism by which those conversations change behavior may require elements unique to human interaction.
What This Study Doesn't Tell Us
Small sample size (150) spread across user types. Two-month follow-up is short. Self-reported marijuana use. The motivational interview format was adapted, not standard MI. Computer-mediated format may improve with technological advances.
Questions This Raises
- ?Would video-based computer interviews bridge the gap between text-based and face-to-face?
- ?Could AI-powered conversational agents improve on static computer interviews?
- ?What elements of face-to-face interaction drive behavior change?
Trust & Context
- Key Stat:
- Both formats generated similar change talk, but only face-to-face showed a trend toward reduced marijuana use
- Evidence Grade:
- Preliminary: small RCT with short follow-up and non-significant primary outcome trends, though rigorous language coding methodology.
- Study Age:
- 2025 study.
- Original Title:
- Impact of Computer-Mediated Versus Face-to-Face Motivational-Type Interviews on Participants' Language and Subsequent Cannabis Use: Randomized Controlled Trial.
- Published In:
- Journal of medical Internet research, 27, e59085 (2025)
- Authors:
- Llanes, Karla D, Amastae, Jon, Amrhein, Paul C, Lisha, Nadra, Arteaga, Katherina, Lopez, Eugene, Moran, Roberto A, Cohn, Lawrence D
- Database ID:
- RTHC-06971
Evidence Hierarchy
Participants are randomly assigned to treatment or placebo groups to test cause and effect.
What do these levels mean? →Frequently Asked Questions
Could a computer program help someone quit marijuana?
Computer-based interviews generated meaningful conversations about change, but in this study, only face-to-face interviews showed a trend toward actually reducing use. More research is needed to improve digital formats.
What is change talk?
Language that expresses desire, ability, reasons, or commitment to change behavior. In motivational interviewing, stronger change talk typically predicts actual behavior change.
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Cite This Study
https://rethinkthc.com/research/RTHC-06971APA
Llanes, Karla D; Amastae, Jon; Amrhein, Paul C; Lisha, Nadra; Arteaga, Katherina; Lopez, Eugene; Moran, Roberto A; Cohn, Lawrence D. (2025). Impact of Computer-Mediated Versus Face-to-Face Motivational-Type Interviews on Participants' Language and Subsequent Cannabis Use: Randomized Controlled Trial.. Journal of medical Internet research, 27, e59085. https://doi.org/10.2196/59085
MLA
Llanes, Karla D, et al. "Impact of Computer-Mediated Versus Face-to-Face Motivational-Type Interviews on Participants' Language and Subsequent Cannabis Use: Randomized Controlled Trial.." Journal of medical Internet research, 2025. https://doi.org/10.2196/59085
RethinkTHC
RethinkTHC Research Database. "Impact of Computer-Mediated Versus Face-to-Face Motivational..." RTHC-06971. Retrieved from https://rethinkthc.com/research/llanes-2025-impact-of-computermediated-versus
Access the Original Study
Study data sourced from PubMed, a service of the U.S. National Library of Medicine, National Institutes of Health.
This study breakdown was produced by the RethinkTHC research team. We analyze and report published research findings without making health recommendations. All interpretations are based solely on the published abstract and study data.