Investigating Substance Use via Reddit: Systematic Scoping Review

Journals

1. Thom-Jones S, Melgaard I, Gordon C. Autistic Women’s Experience of Motherhood: A Qualitative Analysis of Reddit. Journal of Autism and Developmental Disorders 2025;55(7):2539 View
2. Yuan Y, Kasson E, Taylor J, Cavazos-Rehg P, De Choudhury M, Aledavood T. Examining the Gateway Hypothesis and Mapping Substance Use Pathways on Social Media: Machine Learning Approach. JMIR Formative Research 2024;8:e54433 View
3. Yu J, Ko K, Kim J. Public Perceptions of Enuresis: Insights From Online Communities in South Korea and the United States. International Neurourology Journal 2024;28(3):239 View
4. Le N, McMann T, Yang L, Li Z, Cuomo R, Mackey T. Detection and Characterization of Online Substance Use Discussions Among Gamers: Qualitative Retrospective Analysis of Reddit r/StopGaming Data. JMIR Infodemiology 2024;4:e58201 View
5. Stone B. Perceived Addiction Potential: Preliminary Evidence of the Accuracy of Self-Assessed Substance Use Disorder Risk. International Journal of Mental Health and Addiction 2024 View
6. Fennig U, Yom‐Tov E, Savitzky L, Nissan J, Altman K, Loebenstein R, Boxer M, Weinberg N, Gofrit S, Maggio N. Bridging the conversational gap in epilepsy: Using large language models to reveal insights into patient behavior and concerns from online discussions. Epilepsia 2025;66(3):686 View
7. Zhang X, Zhu J, Kenne D, Jin R. Teenager Substance Use on Reddit: Mixed Methods Computational Analysis of Frames and Emotions. Journal of Medical Internet Research 2025;27:e59338 View
8. Xu Q. Selfie Scores: A Scoping Review of Research on Athlete Social Media Self-Presentation. Communication & Sport 2025 View
9. Grutman A, Perelmuter S, Perez A, Meurer J, Contractor M, Mathews E, Shearer K, Burnett L, Uloko M. Understanding Patient Experiences of Vulvodynia Through Reddit: Qualitative Analysis. JMIR Infodemiology 2025;5:e63072 View
10. Hartwig J, Kendrick J, Ahmad G, Cook J, Matthews D, Sharma P. Exploring User Experiences with Amanita muscaria : A Thematic Analysis of Reddit Online Forum Discussions. Substance Use & Misuse 2025;60(7):952 View
11. Almeida A, Conway M, Grelotti D, Gupta A, Frank D, Bórquez A. Medication experiences in the treatment of opioid use disorders: Insights from Reddit. Addiction 2025;120(8):1610 View
12. Bologna F, Thalken R, Pepin K, Wilkens M. Endometriosis Communities on Reddit: Quantitative Analysis. Journal of Medical Internet Research 2025;27:e57987 View
13. Gilbert M, Daughton A, Chilcoat H, Laffont C, Strafford S, DeVeaugh-Geiss A. Social Listening for Patient Experiences With Stopping Extended-Release Buprenorphine: Content Analysis of Reddit Messages. Journal of Medical Internet Research 2025;27:e71245 View
14. Basak M, Sharif O, Lord S, Borodovsky J, Marsch L, Springer S, Nunes E, Brackett C, Archibald L, Preum S. Information Needs for Opioid Use Disorder Treatment Using Buprenorphine Product: Qualitative Analysis of Suboxone-Focused Reddit Data. Journal of Medical Internet Research 2025;27:e68886 View
15. Marengo D, Quilghini F, Settanni M. Leveraging social media and large language models for scalable alcohol risk assessment: Examining validity with AUDIT-C and post recency effects. Addictive Behaviors 2025;168:108375 View
16. Caulkins J, Midgette G, Reuter P. Improving Opioid Use Estimates Through Multiple Data Sources. JAMA Health Forum 2025;6(5):e250806 View
17. von Bubnoff F, Werner J, Hebach N, Chopra D, Schubert M. Medical Mistrust in Online Cancer Communities: A Large‐Scale Analysis Across 10 Cancer Entities. Psycho-Oncology 2025;34(6) View
18. Chi Y, Chen H, Thaker K. Self-Disclosure and Social Support in a Web-Based Opioid Recovery Community: Machine Learning Analysis. JMIR Formative Research 2025;9:e71207 View
19. Chen A, Wang L, Pike K, Conway M, Glass J. Comparing the Use Experiences, Contextual Factors, and Recovery Strategies Associated with Different Substances: An Analysis of Social Media Narratives. Substance Use & Misuse 2025;60(14):2287 View
20. Johnson B, Thomas N, Salom C. Motivations and Experiences of Prescription Stimulant Use: An Analysis of Reddit Discussions. Journal of Drug Issues 2025 View
21. Venturini S, Romagnoni M, Penazzi G, Corazza O, Zandonai T. Ketamine and physical exercise: A surprising new duo? a netnographic analysis. Performance Enhancement & Health 2025;13(4):100366 View
22. Shah M, Acaf Y, Mackert M. Understanding conversations on alcohol across diverse Reddit communities: a computational analysis. Journal of Computational Social Science 2025;8(4) View
23. Kim A, Woo K. Public Perspectives on Palliative and Hospice Care: Social Media Content Analysis Using Topic Modeling and Multiclass Sentiment Analysis. Journal of Medical Internet Research 2025;27:e70836 View
24. Spadaro A, Hairston J, Lakamana S, Wightman R, Love J, Perrone J, Sarker A. Characterization of Reddit Posts About Xylazine-Associated Wounds: Qualitative Study. JMIR Dermatology 2025;8:e70329 View
25. Lendvai G. Reddit in scholarly reception: a bibliometric assessment of the front page of the internet. Quality & Quantity 2025 View
26. Ménard A, Chasteen A, Van Gameren M, Bedri N, Yang M, Belanger C, Fraser S. New love, old stereotypes: ageism in social media discourses on the golden bachelor. Journal of Social Media Research 2025;2(3):195 View
27. Paul B, Headley-Johnson S. The Impact of Social Media on Health Behaviors, a Systematic Review. Healthcare 2025;13(21):2763 View
28. Wang L, Pike K, Conway M, Chen A. Identifying Stigma Phenotypes in Social Media Narratives of Substance Use: Observational Study. Journal of Medical Internet Research 2025;27:e68695 View

Books/Policy Documents

1. . Esport and Society. View