Substance Abuse

AI-Powered Drug Classification and Indication Mapping for Pharmacoepidemiologic Studies: Prompt Development and Validation

Benjamin Ogorek, Thomas Rhoads, Eric Finkelman, Isaac R Rodriguez-Chavez

JMIR AI 2025 (Jun 12); 4:e65481

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Reducing Heavy Drinking Through the “Sober Curious” Movement in Australia: Protocol for a Mixed Methods Study

Paul Russell Ward, Michael Savic, Sarah MacLean, Belinda Lunnay, Antonia Lyons, Tonda Hughes, Kerry London, Gabriel Caluzzi, Simone Pettigrew, Amy Pennay, Samantha Meyer, Tristan Duncan, Nicole Lee

JMIR Res Protoc 2025 (Jun 10); 14:e72631

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Information Needs for Opioid Use Disorder Treatment Using Buprenorphine Product: Qualitative Analysis of Suboxone-Focused Reddit Data

Madhusudan Basak, Omar Sharif, Sarah E Lord, Jacob T Borodovsky, Lisa A Marsch, Sandra A Springer, Edward V Nunes, Charles D Brackett, Luke J Archibald, Sarah M Preum

J Med Internet Res 2025 (Jun 09); 27:e68886

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Idiographic Lapse Prediction With State Space Modeling: Algorithm Development and Validation Study

Eric Pulick, John Curtin, Yonatan Mintz

JMIR Form Res 2025 (Jun 03); 9:e73265

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Potentially Inappropriate Use of Transdermal Fentanyl in Working-Age and Older Adult Populations with Non-Cancer Pain: Nationwide Cross-Sectional Study

Seunghyun Cheon, Seo-Yong Choi, Kyu Ri Kim, Han-Gon Choi, Jee-Eun Chung

JMIR Public Health Surveill 2025 (May 28); 11:e63960

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The American Transformative HIV Study: Protocol for a US National Cohort of Sexual and Gender Minority Individuals With HIV

Christian Grov, Alexa B D'Angelo, Chloe Mirzayi, Michelle Dearolf, Elena Hoeppner, Yan Guo, Nicole Richards, Rifa Ehsan, Sarah Kulkarni, Denis Nash, Viraj V Patel, Dustin T Duncan, Meredith Ray, Tyler Bartholomew, Jennifer Manuzak, Jennifer Manuel, Kathryn McCollister, Drew Westmoreland, Adam W Carrico

JMIR Public Health Surveill 2025 (May 22); 11:e66921

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Concurrent Treatment of Opioid and Tobacco Use Disorder in a Telemedicine Clinic: Case Report of Breaking Through Barriers

Darcy Michero, Laura Monico, Peyton Pielsticker, Larissa J Mooney, Suzette Glasner

JMIR Form Res 2025 (May 15); 9:e72872

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Linguistic Markers of Pain Communication on X (Formerly Twitter) in US States With High and Low Opioid Mortality: Machine Learning and Semantic Network Analysis

ShinYe Kim, Winson Fu Zun Yang, Zishan Jiwani, Emily Hamm, Shreya Singh

J Med Internet Res 2025 (May 13); 27:e67506

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Shifting Narratives in Media Coverage Across a Decade of Drug Discourse in the Philadelphia Inquirer: Qualitative Sentiment Analysis

Layla Bouzoubaa, Ramtin Ehsani, Preetha Chatterjee, Rezvaneh Rezapour

JMIR Infodemiology 2025 (May 13); 5:e56004

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Digital Integrated Interventions for Comorbid Depression and Substance Use Disorder: Narrative Review and Content Analysis

Geneva K Jonathan, Qiuzuo Guo, Heyli Arcese, A Eden Evins, Sabine Wilhelm

JMIR Ment Health 2025 (May 09); 12:e67670

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Evaluating the Usability, Acceptability, User Experience, and Design of an Interactive Responsive Platform to Improve Perinatal Nurses’ Stigmatizing Attitudes Toward Substance Use in Pregnancy: Mixed Methods Study

Michael Rubyan, Yana Gouseinov, Mikayla Morgan, Deborah Rubyan, Divya Jahagirdar, David Choberka, Carol J Boyd, Clayton Shuman

JMIR Hum Factors 2025 (May 08); 12:e67685

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Building and Beta-Testing Be Well Buddy Chatbot, a Secure, Credible and Trustworthy AI Chatbot That Will Not Misinform, Hallucinate or Stigmatize Substance Use Disorder: Development and Usability Study

Adam Jerome Salyers, Sheana Bull, Joshva Silvasstar, Kevin Howell, Tara Wright, Farnoush Banaei-Kashani

JMIR Hum Factors 2025 (May 07); 12:e69144

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Short, Animated Storytelling Video to Reduce Addiction Stigma in 13,500 Participants Across Multiple Countries Through an Online Approach: Protocol for a Randomized Controlled Trial

Maya Adam, Maxwell Klapow, Merlin Greuel, Misha Seeff, Julia K Rohr, Andrew Gordon, Doron Amsalem, Till Bärnighausen

JMIR Res Protoc 2025 (May 05); 14:e73382

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Incorporating Patient-Reported Outcome Measures and Patient-Reported Experience Measures in Addiction Treatment Services in Belgium: Naturalistic, Longitudinal, Multicenter Cohort Study

Amine Zerrouk, Charlotte Migchels, Clara De Ruysscher, Kim Fernandez, Jerome Antoine, Florian De Meyer, Frieda Matthys, Wim van den Brink, Cleo Lina Crunelle, Wouter Vanderplasschen

JMIR Form Res 2025 (Apr 30); 9:e65686

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Challenging the Continued Usefulness of Social Media Recruitment for Surveys of Hidden Populations of People Who Use Opioids

Elizabeth D Nesoff, Joseph J Palamar, Qingyue Li, Wenqian Li, Silvia S Martins

J Med Internet Res 2025 (Apr 30); 27:e63687

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Applying Patient and Health Professional Preferences in Co-Designing a Digital Brief Intervention to Reduce the Risk of Prescription Opioid–Related Harm Among Patients With Chronic Noncancer Pain: Qualitative Analysis

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

JMIR Form Res 2025 (Apr 25); 9:e57212

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Impact of Computer-Mediated Versus Face-to-Face Motivational-Type Interviews on Participants’ Language and Subsequent Cannabis Use: Randomized Controlled Trial

Karla D Llanes, Jon Amastae, Paul C Amrhein, Nadra Lisha, Katherina Arteaga, Eugene Lopez, Roberto A Moran, Lawrence D Cohn

J Med Internet Res 2025 (Apr 25); 27:e59085

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Social Listening for Patient Experiences With Stopping Extended-Release Buprenorphine: Content Analysis of Reddit Messages

Michael K Gilbert, Ashlynn R Daughton, Howard D Chilcoat, Celine M Laffont, Stephanie Strafford, Angela M DeVeaugh-Geiss

J Med Internet Res 2025 (Apr 25); 27:e71245

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Text Message Intervention to Facilitate Secure Storage and Disposal of Prescription Opioids to Prevent Diversion and Misuse: Protocol for a Randomized Controlled Trial

Kathleen L Egan, Melissa J Cox, Donald W Helme, J Todd Jackson, Alice R Richman

JMIR Res Protoc 2025 (Apr 17); 14:e60332

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Large-Scale Deep Learning–Enabled Infodemiological Analysis of Substance Use Patterns on Social Media: Insights From the COVID-19 Pandemic

Julina Maharjan, Jianfeng Zhu, Jennifer King, NhatHai Phan, Deric Kenne, Ruoming Jin

JMIR Infodemiology 2025 (Apr 17); 5:e59076

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