{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,27]],"date-time":"2026-10-27T07:08:33Z","timestamp":1793084913328,"version":"4.5.0"},"reference-count":87,"publisher":"Oxford University Press (OUP)","issue":"4","license":[{"start":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T00:00:00Z","timestamp":1749686400000},"content-version":"vor","delay-in-days":29,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Health~Holland, Topsector Life Sciences & Health"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,5,14]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:sec>\n                  <jats:title>Aims<\/jats:title>\n                  <jats:p>This integrative review aims to synthesize and update the current literature on mHealth applications and devices, such as smartphones, wearables, and breathalyzers, in alcohol use disorder (AUD) monitoring. It discusses the evolution of these tools, the current level of evidence, and facilitators and barriers to their implementation in research and interventions. The future potential for personalized interventions is also explored.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Methods<\/jats:title>\n                  <jats:p>Integrative review. Three databases\u2014PubMed, Web of Science, and PsycINFO\u2014were used to identify quantitative and qualitative English written publications between 2014 and 2024, using terms related to mHealth, remote monitoring, and AUD. Results were extracted and comprehensively presented by topic.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Results<\/jats:title>\n                  <jats:p>Fifty-eight studies were included in the synthesis. Smartphones, mobile phones, breathalyzers, and wearables with transdermal sensors are the most frequently used devices for remote monitoring. The included studies demonstrated varying levels of development and evidence across devices. Ecological Momentary Assessment via smartphones was the most frequently used and, along with breathalyzers, was successfully applied in clinical trials involving interventions. Wearables were scarcely tested in interventions. Challenges related to adherence and psychological factors remain in a longer period of monitoring. Incipient use of predictive models integrating ongoing data shows promise in informing care providers and optimizing intervention delivery.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Conclusions<\/jats:title>\n                  <jats:p>Evidence supporting mHealth tools for AUD remains uneven across device types. While smartphones and breathalyzers show greater clinical applicability, wearables and passive sensing remain exploratory. Robust, comparative research is needed to guide effective selection and integration into care.<\/jats:p>\n               <\/jats:sec>","DOI":"10.1093\/alcalc\/agaf032","type":"journal-article","created":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T05:31:26Z","timestamp":1749706286000},"source":"Crossref","is-referenced-by-count":7,"title":["Current approaches using remote monitoring technology in alcohol use disorder (AUD): an integrative review"],"prefix":"10.1093","volume":"60","author":[{"given":"Valentina","family":"Navarro-Ovando","sequence":"first","affiliation":[{"name":"Amsterdam UMC Location University of Amsterdam , Department of Hospital Pharmacy and Clinical Pharmacology, Meibergdreef 9, 1105 AZ, Amsterdam ,","place":["The Netherlands"]},{"name":"Amsterdam Public Health , Amsterdam ,","place":["The Netherlands"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sterre","family":"van Schie","sequence":"additional","affiliation":[{"name":"ADHDcentraal , Janskerkhof 16, 3512 BM, Utrecht ,","place":["The Netherlands"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Imme","family":"Garrelfs","sequence":"additional","affiliation":[{"name":"Amsterdam UMC, location University of Amsterdam , Meibergdreef 9, 1105 AZ, Amsterdam ,","place":["The Netherlands"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jop","family":"Rijksbaron","sequence":"additional","affiliation":[{"name":"ADHDcentraal , Janskerkhof 16, 3512 BM, Utrecht ,","place":["The Netherlands"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cristian Rodriguez","family":"Rivero","sequence":"additional","affiliation":[{"name":"Centre for Engineering Research in Intelligent Sensors and Systems (CeRISS), Cardiff Metropolitan University Cardiff , ,","place":["United Kingdom"]},{"name":"Western Avenue CF5 2YB, Cardiff, Wales , ,","place":["United Kingdom"]},{"name":"Universitat Polit\u00e8cnica de Catalunya Barcelona Tech (UPC) , 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