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Published on in Vol 24, No 12 (2022): December

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/41527, first published .
Man searches Google for "getting help for opioid use.

Characterizing Help-Seeking Searches for Substance Use Treatment From Google Trends and Assessing Their Use for Infoveillance: Longitudinal Descriptive and Validation Statistical Analysis

Characterizing Help-Seeking Searches for Substance Use Treatment From Google Trends and Assessing Their Use for Infoveillance: Longitudinal Descriptive and Validation Statistical Analysis

Journals

  1. Severson M, Onanong S, Dolezal A, Bartelt-Hunt S, Snow D, McFadden L. Analysis of Wastewater Samples to Explore Community Substance Use in the United States: Pilot Correlative and Machine Learning Study. JMIR Formative Research 2023;7:e45353 View
  2. Russell A, Acuff S, Kelly J, Allem J, Bergman B. ChatGPT‐4: Alcohol use disorder responses. Addiction 2024;119(12):2205 View
  3. Nicholls M, Almeida A, Castello J, Grelotti D, Daugherty B, Gann Jr D, Lenyoun K, Trillo-Park S, Borquez A. Assessing the Safety, User Acceptability, Dissemination, and Reach of a Comprehensive Web-Based Resource on Medications for Opioid Use Disorder (MOUD Hub): Protocol for a Development and Usability Study. JMIR Research Protocols 2024;13:e57065 View
  4. Berning P, Adhikari R, Schroer A, Jelwan Y, Razavi A, Blaha M, Dzaye O. Longitudinal Analysis of Obesity Drug Use and Public Awareness. JAMA Network Open 2025;8(1):e2457232 View
  5. Roudebush M, Cox M, Ribisl K, Courtney J. Effects of direct-to-consumer alcohol home delivery policies on alcohol-related online searches in the United States from 2019 to 2023: A Google Trends study. Preventive Medicine Reports 2025;51:103005 View
  6. Russell A, Valdez D, Wang M, Allem J, Bergman B, Kelly J, Litt D, Massey P. Content analysis of substance use disorder recovery discourse on Twitter: From personal recovery narratives to marketing of addiction treatment. Alcohol, Clinical and Experimental Research 2025;49(3):629 View
  7. Li Y, Pierce D, Vik S, Dong K, Patten S, Zhang Y, Hayward J, Greenshaw A, Cao B, Cumming C. Co-involvement of stimulants with opioids in North America: A 'silent epidemic'. PLOS Mental Health 2025;2(7):e0000319 View
  8. Constant A, Xu R, Folck B, Tucker L, Houk-Syau S, Harris B, Young-Wolff K, Hsin H. Google searches for alcohol and association with alcohol-related outpatient encounters before and during the COVID-19 pandemic. Scientific Reports 2025;15(1) View
  9. Clement A, Wydra N, Gobinathan A, Russell A, Gabrielli J. Alcohol-Related Content Delivered Through TikTok’s Search Function: A Content Analysis of Top Videos Across Popular Alcohol Terms. Journal of Studies on Alcohol and Drugs 2025;86(6):862 View
  10. Choi B, Wang L, Kang R, Ho I, Johnny S, Chaliparambil R, Chen A. What Should I Do?: Information and Support Needs Relating to Substance Use on Reddit. Substance Use & Misuse 2026;61(7):989 View
  11. Maddams S, Chen S, Bitterman D, Sharma S, Hathaway D, McGuire P, Johnson I, Wu A, Prostko S, Suzuki J. Evaluating Large Language Models in Response to Questions on Substance Use: Helpful or Harmful?. Substance Use & Misuse 2026:1 View