ArticleExperimental and clinical psychopharmacology2026
Acceptability and feasibility of a new-generation alcohol biosensor: A mixed methods evaluation in a large community sample.
Article in Experimental and clinical psychopharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
- Objective Assessment in Clinical Psychological Science: Progress in Wearable Alcohol Biosensors.Annual review of clinical psychology · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
Wearable alcohol biosensors offer an innovative solution for real-time alcohol monitoring, yet concerns about comfort, privacy, and social acceptability have limited their adoption. This study presents the largest real-world evaluation to date of a new-generation wrist-worn alcohol biosensor. In this study, 150 healthy adults (ages 21-54) wore the BACtrack Skyn sensor continuously for 14 days. Using a mixed methods design, we assessed pre- and poststudy feasibility and acceptability through structured surveys and open-ended responses, applying innovative machine learning techniques, including Term Frequency-Inverse Document Frequency and sentiment analysis, to capture nuanced user experiences at scale. Participants showed high compliance (median wear time: 94.66%), and 77% expressed willingness to extend device use. The device's discreet, smartwatchlike appearance supported high social acceptability, with most users reporting easy integration into daily life even if no significant changes in alcohol consumption were observed. While some discomfort-particularly itching and sleep interference-was reported, overall comfort and usability ratings were favorable. Findings indicate that the new-generation wrist-worn alcohol biosensor is a feasible and well-accepted tool for alcohol monitoring. High compliance and positive user reception highlight its potential for real-world applications. While sensor comfort was generally positively rated, refining the device's fit and materials could enhance wearability over extended periods. These insights contribute to the ongoing development of wearable alcohol biosensors that balance usability, functionality, and user experience. (PsycInfo Database Record (c) 2026 APA, all rights reserved).
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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.