Cultural insights into marijuana use harm reduction strategies

Identifying themes of protective behavioral strategies for marijuana use with structural topic modeling.

Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors • • Moderately Relevant
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AI Summary

This research explores marijuana protective behavioral strategies (MPBS), a harm reduction approach that helps individuals minimize potential negative consequences of cannabis use. The study compared how participants from the United States and Argentina describe their personal strategies for managing marijuana consumption, using an innovative structural topic modeling approach to analyze written responses.

The research revealed fascinating cultural differences in how people approach cannabis use management. American participants tended to focus on distraction and prioritization strategies, such as finding ways to redirect attention and prioritize other tasks when feeling the urge to use marijuana. In contrast, Argentinian participants emphasized planned use strategies, concentrating more on carefully managing the context and environment of their cannabis consumption.

The findings have important implications for developing more nuanced and culturally sensitive harm reduction interventions. By recognizing that protective strategies are not one-size-fits-all, researchers and health professionals can design more effective approaches that respect individual and cultural differences in marijuana use management. This study highlights the complexity of cannabis use behaviors and the need for tailored support strategies that go beyond generic recommendations.

💡 Key Findings

1
Cultural differences emerge in marijuana use management strategies between US and Argentinian participants
High
85%
2
American participants focus on distraction and task prioritization as primary protective behavioral strategies
Good
75%
3
Argentinian participants emphasize planned use and context management
Good
75%
4
Self-efficacy is a common theme across both cultural models, though more generalized in the US model
Good
70%

📄 Original Abstract

Increasing rates of marijuana use, especially in college students, can lead to unwanted use consequences that vary in severity. Marijuana protective behavioral strategies (MPBS) are harm reduction-based behaviors for minimizing use and undesirable use outcomes. While the use of MPBS is negatively associated with marijuana use metrics and related consequences, the relationship is complex, as use metrics, use outcomes, and MPBS seem to vary among individuals living within different cultural contexts. The present study sought to compare how participants living in different countries conceptualize and describe their use of MPBS. We used structural topic modeling to analyze a collection of write-in responses from participants in the United States and Argentina describing self-generated MPBS. Our results indicate that there is thematic overlap in the models related to self-efficacy, but that this theme was more generalized in the American model. We also observed topics that were unique to each model. In the Argentinian data set, strategies for enhancing one's use context emerged as a distinct topic (i.e., planned use), whereas topics centering on methods of distracting oneself and prioritizing other tasks were specific to the American model (i.e., distraction and prioritization). These observations suggest culturally specific refinements are warranted for existing MPBS measurements and could be useful for developing more robust harm reduction interventions. (PsycInfo Database Record (c) 2026 APA, all rights reserved).

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