ArticleHealth affairs scholar2025
The role and reach of alcohol reduction apps.
Article in Health affairs scholar, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
2 citing papers in PubMed.
- Response to Ariel and Hasid's Letter.NEJM AI · 2026Article
- Assessing Generative AI Chatbots for Alcohol Misuse Support: A Longitudinal Simulation Study.NEJM AI · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
Although apps are widely available and have several advantages as a tool to support alcohol reduction and recovery, little is known about how individuals are using them. In 2024, we conducted an exploratory sequential mixed-methods study that coupled in-depth interviews with 22 app users and a nationally representative survey of 2002 adults. We explored experiences with and perceptions of alcohol reduction apps. Approximately 6% of US adults in the sample reported using alcohol reduction apps, and for most, it was the only support to address problematic drinking. In interviews, some users viewed apps as an alternative to traditional services and a way to independently address alcohol use; however, apps were seen as disconnected from care even by those who also used other supports. App users accessed a variety of features, with the most common being motivational content, tracking alcohol consumption, and educational content. Findings suggest that there are opportunities to not only introduce apps to individuals receiving healthcare services or participating in mutual support groups, but to reference and embed them in those settings. New approaches to regulation and reimbursement may support adoption as well as integration into healthcare services.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.