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Title:Decoding anxiety : a scoping review of observable cues
Authors:ID Smrke, Urška (Author)
ID Mlakar, Izidor (Author)
ID Rehberger, Ana (Author)
ID Žužek, Leon (Author)
ID Plohl, Nejc (Author)
Files:.pdf smrke-et-al-2024-decoding-anxiety-a-scoping-review-of-observable-cues.pdf (910,98 KB)
MD5: 41AAC3E844C5DF2DC4C0B2BEC61EC120
 
URL https://journals.sagepub.com/doi/10.1177/20552076241297006
 
Language:English
Work type:Article
Typology:1.02 - Review Article
Organization:FERI - Faculty of Electrical Engineering and Computer Science
FF - Faculty of Arts
Abstract:Background: While anxiety disorders are one of the most prevalent mental diseases, they are often overlooked due to shortcomings of the existing diagnostic procedures, which predominantly rely on self-reporting. Due to recent technological advances, this source of information could be complemented by the so-called observable cues – indicators that are displayed spontaneously through individuals’ physiological responses or behaviour and can be detected by modern devices. However, while there are several individual studies on such cues, this research area lacks a synthesis. In line with this, our scoping review aimed to identify observable cues that offer meaningful insight into individuals’ anxiety and to determine how these cues can be measured. Methods: We followed the PRISMA guidelines for scoping reviews. The search string containing terms related to anxiety and observable cues was entered into four databases (Web of Science, MEDLINE, ERIC, IEEE). While the search – limited to English peer-reviewed records published from 2012 onwards – initially yielded 2311 records, only 33 articles fit our selection criteria and were included in the final synthesis. Results: The scoping review unravelled various categories of observable cues of anxiety, specifically those related to facial expressions, speech and language, breathing, skin, heart, cognitive control, sleep, activity and motion, location data and smartphone use. Moreover, we identified various approaches for measuring these cues, including wearable devices, and analysing smartphone usage and social media activity. Conclusions: Our scoping review points to several physiological and behavioural cues associated with anxiety and highlights how these can be measured. These novel insights may be helpful for healthcare practitioners and fuel future research and technology development. However, as many cues were investigated only in a single study, more evidence is needed to generalise these findings and implement them into practice with greater confidence.
Keywords:anxiety, observable cues, digital biomarkers, scoping review, physiological cues, behavioural cues
Publication status:Published
Publication version:Version of Record
Submitted for review:03.07.2024
Article acceptance date:17.10.2024
Publication date:26.11.2024
Publisher:Sage Publications
Year of publishing:2024
Number of pages:19 str.
Numbering:Vol. 10
PID:20.500.12556/DKUM-91796 New window
UDC:616.89
ISSN on article:2055-2076
COBISS.SI-ID:217815299 New window
DOI:10.1177/20552076241297006 New window
Copyright:© The Author(s) 2024
Publication date in DKUM:07.02.2025
Views:186
Downloads:11
Metadata:XML DC-XML DC-RDF
Categories:Misc.
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Record is a part of a journal

Title:Digital health
Publisher:SAGE Publications Ltd
ISSN:2055-2076
COBISS.SI-ID:526076953 New window

Document is financed by a project

Funder:EC - European Commission
Funding programme:HE
Project number:101080923
Name:Supporting Mental Health in Young People: Integrated Methodology for cLinical dEcisions and evidence-based interventions
Acronym:SMILE

Licences

License:CC BY 4.0, Creative Commons Attribution 4.0 International
Link:http://creativecommons.org/licenses/by/4.0/
Description:This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.

Secondary language

Language:Slovenian
Keywords:namigi, digitalni biomarkerji, fiziološki namigi, vedenjski namigi


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