Substance Abuse

Gamified Adaptive Approach Bias Modification in Individuals With Methamphetamine Use History From Communities in Sichuan: Pilot Randomized Controlled Trial

Danlin Shen, Jianping Jiao, Liqun Zhang, Yanru Liu, Xiang Liu, Yuanhui Li, Tianjiao Zhang, Dai Li, Wei Hao

JMIR Serious Games 2025 (Mar 10); 13:e56978

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Web-Based Application for Reducing Methamphetamine Use Among Aboriginal and Torres Strait Islander People: Randomized Waitlist Controlled Trial

Rachel Reilly, Rebecca McKetin, Federica Barzi, Tayla Degan, Nadine Ezard, Katherine Conigrave, Julia Butt, Yvette Roe, Handan Wand, Brendan Quinn, Wade Longbottom, Carla Treloar, Adrian Dunlop, James Ward

J Med Internet Res 2025 (Feb 28); 27:e58341

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Machine Learning–Based Prediction of Substance Use in Adolescents in Three Independent Worldwide Cohorts: Algorithm Development and Validation Study

Soeun Kim, Hyejun Kim, Seokjun Kim, Hojae Lee, Ahmed Hammoodi, Yujin Choi, Hyeon Jin Kim, Lee Smith, Min Seo Kim, Guillaume Fond, Laurent Boyer, Sung Wook Baik, Hayeon Lee, Jaeyu Park, Rosie Kwon, Selin Woo, Dong Keon Yon

J Med Internet Res 2025 (Feb 24); 27:e62805

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Teenager Substance Use on Reddit: Mixed Methods Computational Analysis of Frames and Emotions

Xinyu Zhang, Jianfeng Zhu, Deric R Kenne, Ruoming Jin

J Med Internet Res 2025 (Feb 19); 27:e59338

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Usability and Acceptability of a Pregnancy App for Substance Use Screening and Education: A Mixed Methods Exploratory Pilot Study

Haley Fitzgerald, Madison Frank, Katelyn Kasula, Elizabeth E Krans, Tamar Krishnamurti

JMIR Pediatr Parent 2025 (Feb 13); 8:e60038

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Women Empowered to Connect With Addiction Resources and Engage in Evidence-Based Treatment (WE-CARE)—an mHealth Application for the Universal Screening of Alcohol, Substance Use, Depression, and Anxiety: Usability and Feasibility Study

Krystyna Isaacs, Autumn Shifflett, Kajal Patel, Lacey Karpisek, Yi Cui, Maayan Lawental, Golfo Tzilos Wernette, Brian Borsari, Katie Chang, Tony Ma

JMIR Form Res 2025 (Feb 07); 9:e62915

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Smartphone-Based Intervention Targeting Norms and Risk Perception Among University Students with Unhealthy Alcohol Use: Secondary Mediation Analysis of a Randomized Controlled Trial

Joseph Studer, John A Cunningham, Elodie Schmutz, Jacques Gaume, Angéline Adam, Jean-Bernard Daeppen, Nicolas Bertholet

J Med Internet Res 2025 (Feb 06); 27:e55541

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Co-Designing a Digital Brief Intervention to Reduce the Risk of Prescription Opioid–Related Harm Among People With Chronic Noncancer Pain: Qualitative Analysis of Patient Lived Experiences

Rachel A Elphinston, Sue Pager, Kelly Brown, Michele Sterling, Farhad Fatehi, Paul Gray, Linda Hipper, Lauren Cahill, Jason P. Connor

JMIR Form Res 2025 (Jan 30); 9:e57208

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Identification of Behavioral, Clinical, and Psychological Antecedents of Acute Stimulant Poisoning: Development and Implementation of a Mixed Methods Psychological Autopsy Study

Marley Antolin Muñiz, Vanessa M McMahan, Xochitl Luna Marti, Sarah Brennan, Sophia Tavasieff, Luke N Rodda, James Knoll, Phillip O Coffin

JMIR Form Res 2025 (Jan 13); 9:e64873

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Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study

Sudeshna Das, Yao Ge, Yuting Guo, Swati Rajwal, JaMor Hairston, Jeanne Powell, Drew Walker, Snigdha Peddireddy, Sahithi Lakamana, Selen Bozkurt, Matthew Reyna, Reza Sameni, Yunyu Xiao, Sangmi Kim, Rasheeta Chandler, Natalie Hernandez, Danielle Mowery, Rachel Wightman, Jennifer Love, Anthony Spadaro, Jeanmarie Perrone, Abeed Sarker

J Med Internet Res 2025 (Jan 06); 27:e66220

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Enhancing Interpretable, Transparent, and Unobtrusive Detection of Acute Marijuana Intoxication in Natural Environments: Harnessing Smart Devices and Explainable AI to Empower Just-In-Time Adaptive Interventions: Longitudinal Observational Study

Sang Won Bae, Tammy Chung, Tongze Zhang, Anind K Dey, Rahul Islam

JMIR AI 2025 (Jan 02); 4:e52270

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An Analysis of the Prevalence and Trends in Drug-Related Lyrics on Twitter (X): Quantitative Approach

Waylon Luo, Ruoming Jin, Deric Kenne, NhatHai Phan, Tang Tang

JMIR Form Res 2024 (Dec 30); 8:e49567

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Assessing the Feasibility and Acceptability of the Daybreak Drink Tracker: Prospective Observational Study

Kathryn Fletcher, Dominique Robert-Hendren

JMIR Form Res 2024 (Dec 18); 8:e57403

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Discussions of Cannabis Over Patient Portal Secure Messaging: Content Analysis

Vishal A Shetty, Christina M Gregor, Lorraine D Tusing, Apoorva M Pradhan, Katrina M Romagnoli, Brian J Piper, Eric A Wright

J Med Internet Res 2024 (Dec 12); 26:e63311

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An Ecological Momentary Assessment Approach of Environmental Triggers in the Role of Daily Affect, Rumination, and Movement Patterns in Early Alcohol Use Among Healthy Adolescents: Exploratory Study

Maren Prignitz, Stella Guldner, Stephan Johann Lehmler, Pascal-M Aggensteiner, Frauke Nees, IMAC-Mind Consortium

JMIR Mhealth Uhealth 2024 (Dec 10); 12:e53401

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Reviewing the Evidence Base for Topical Steroid Withdrawal Syndrome in the Research Literature and Social Media Platforms: An Evidence Gap Map

Noreen Orr, Morwenna Rogers, Abigail Stein, Jo Thompson Coon, Kenneth Stein

J Med Internet Res 2024 (Dec 06); 26:e57687

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Impact of Providing a Personalized Data Dashboard on Ecological Momentary Assessment Compliance Among College Students Who Use Substances: Pilot Microrandomized Trial

Ashley Linden-Carmichael, Samuel W Stull, Danny Wang, Sandesh Bhandari, Stephanie T Lanza

JMIR Form Res 2024 (Dec 05); 8:e60193

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Technology-Based Interventions for Substance Use Treatment Among People Who Identify as African American or Black, Hispanic or Latino, and American Indian or Alaska Native: Scoping Review

Sarah K Moore, Jesse S Boggis, Phoebe R Gauthier, Chantal A Lambert-Harris, Emily G Hichborn, Kathleen D Bell, Elizabeth C Saunders, LaTrice Montgomery, Eilis I Murphy, Avery M Turner, Nico Agosti, Bethany M McLeman, Lisa A Marsch

J Med Internet Res 2024 (Dec 03); 26:e53685

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Virtual Primary Care for People With Opioid Use Disorder: Scoping Review of Current Strategies, Benefits, and Challenges

Shawna Narayan, Ellie Gooderham, Sarah Spencer, Rita K McCracken, Lindsay Hedden

J Med Internet Res 2024 (Dec 02); 26:e54015

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Avatar Intervention in Virtual Reality for Cannabis Use Disorder in Individuals With Severe Mental Disorders: Results From a 1-Year, Single-Arm Clinical Trial

Sabrina Giguere, Mélissa Beaudoin, Laura Dellazizzo, Kingsada Phraxayavong, Stéphane Potvin, Alexandre Dumais

JMIR Ment Health 2024 (Nov 27); 11:e58499

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