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Internet Searches for Medical Symptoms Before Seeking Information on 12-Step Addiction Treatment Programs: A
George Nitzburg1, Ingmar Weber2, Elad Yom-Tov3,4,5
1Teachers College, Columbia University, New York, NY, United States.
Journal of Medical Internet Research
|May 9, 2019
Summary
Common medical symptoms, even nonsevere ones, can motivate individuals to seek help for substance use disorders. Brief interventions should highlight how worsening symptoms can impact daily life and social well-being.
Area of Science:
- Medical research
- Public health
- Digital epidemiology
Background:
- Brief interventions are crucial for identifying and motivating patients with substance use disorders in primary care.
- Current interventions often focus on long-term medical consequences, which may not effectively motivate treatment-seeking due to delay discounting.
- Identifying specific motivating symptoms can improve brief intervention strategies.
Purpose of the Study:
- To investigate which medical conditions and symptoms precede online searches for 12-step program information (Alcoholics Anonymous and Narcotics Anonymous).
- To leverage anonymized internet search data to understand symptom-driven motivation for seeking substance use disorder treatment.
Main Methods:
- Analysis of anonymized Bing search engine queries from the United States (November 2016 - July 2017).
- Filtered queries for those seeking Alcoholics Anonymous (AA) or Narcotics Anonymous (NA) information, including associated medical symptoms or conditions.
- Identified predictive medical symptoms by comparing query probabilities between individuals seeking 12-step information and the general user population across different time lags (0-30 days).
Main Results:
- 10 medical symptoms predicted Alcoholics Anonymous (AA) information seeking, and 9 predicted Narcotics Anonymous (NA) information seeking in a sample of 11,784 individuals.
- A significant number of these predictive symptoms were nonsevere in nature.
- Persistent nonsevere symptoms were also identified within a 1-month timeframe.
Conclusions:
- Common and nonsevere medical symptoms can be significant motivators for seeking help for Alcoholics Anonymous (AA) and Narcotics Anonymous (NA) programs.
- Brief interventions could be enhanced by incorporating short-term impacts of substance misuse on common symptoms, social embarrassment, and physical attractiveness.
- Restructuring interventions to address immediate symptom exacerbation may improve patient motivation for treatment.
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