Evidence map›Paper›PMID 41813094›Full record

ArticleJMIR formative research2026

Assessment of Emerging Technologies to Support Individuals With At-Risk Alcohol Consumption: Pilot Controlled Investigation Study.

Karl Andersson, Linda Handlin, Sanela Huskic Beslic, Rajna Knez, Afrouz Behboudi, Marie Wilhsson

Abstract read
In one paragraph

Article in JMIR formative research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Karl AnderssonSkillsta Teknik Design och Kvalitet AB, Vänge, Sweden.ORCID 0000-0001-9141-9242
Linda HandlinDHEAR, University of Skövde, Högskolevägen, Skövde, 54128, Sweden, 46 500448000.ORCID 0000-0003-0987-8357
Sanela Huskic BeslicDHEAR, University of Skövde, Högskolevägen, Skövde, 54128, Sweden, 46 500448000.ORCID 0009-0004-0418-5652
Rajna KnezDHEAR, University of Skövde, Högskolevägen, Skövde, 54128, Sweden, 46 500448000.ORCID 0000-0003-1278-4554
Afrouz BehboudiDHEAR, University of Skövde, Högskolevägen, Skövde, 54128, Sweden, 46 500448000.ORCID 0000-0003-2525-3752
Marie WilhssonDHEAR, University of Skövde, Högskolevägen, Skövde, 54128, Sweden, 46 500448000.ORCID 0000-0001-8647-8299

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The Swedish National Board of Health and Welfare recently updated the national guidelines for at-risk consumption of alcohol. Nearly 30% of the Swedish population now falls under the at-risk category and should be provided with support. Objective: This project aims to identify and evaluate efficient, scalable tools to support individuals with risk-prone alcohol consumption. The project seeks to explore innovative, accessible technologies that could be implemented in large-scale public health interventions. Methods: A pilot-scale clinical study was conducted to assess the feasibility of using emerging technologies for this purpose. Eight healthy volunteers participated in controlled alcohol consumption while being monitored through 2 methods: an eye-scanning tool integrated into a standard mobile phone and saliva sampling for biomarkers such as serotonin and orexin. Results: Eye-scanning parameters began to shift in some participants at approximately 0.4 to 0.5 per mille blood alcohol concentration, particularly in the form of impaired eye convergence. Furthermore, at around 0.5 per mille, participants encountered practical difficulties in managing the eye-scanning app. Salivary biomarkers did not show any clear correlation with alcohol intake, presumably due to the low number of participants. Beyond biological findings, the study also generated important procedural insights for designing a large-scale clinical study. Conclusions: Eye scanning showed potential as a noninvasive and accessible method for detecting and monitoring moderate alcohol consumption effects, while serotonin and orexin biomarkers were not informative in this context. On the basis of these findings and procedural learnings, eye-scanning tools warrant further investigation in larger clinical studies aimed at developing scalable support for risk-prone alcohol consumption.

Indexed as

Alcohol DrinkingAdultBiomarkersFemaleHumansMaleMiddle AgedOrexinsPilot ProjectsSalivaSwedenBiomarkersOrexinsalcoholbiomarkersdigital healtheye scanningmobile health

Identifiers

PMID41813094
PMCPMC12978850

What Socratic holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.