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Potential associations between behavior change techniques and engagement with mobile health apps: a systematic review
INTRODUCTION: Lack of engagement is a common challenge for digital health interventions. To achieve their potential, it is necessary to understand how best to support users’ engagement with interventions and target health behaviors. The aim of this systematic review was to identify the behavioral th...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545861/ https://www.ncbi.nlm.nih.gov/pubmed/37794916 http://dx.doi.org/10.3389/fpsyg.2023.1227443 |
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author | Milne-Ives, Madison Homer, Sophie R. Andrade, Jackie Meinert, Edward |
author_facet | Milne-Ives, Madison Homer, Sophie R. Andrade, Jackie Meinert, Edward |
author_sort | Milne-Ives, Madison |
collection | PubMed |
description | INTRODUCTION: Lack of engagement is a common challenge for digital health interventions. To achieve their potential, it is necessary to understand how best to support users’ engagement with interventions and target health behaviors. The aim of this systematic review was to identify the behavioral theories and behavior change techniques being incorporated into mobile health apps and how they are associated with the different components of engagement. METHODS: The review was structured using the PRISMA and PICOS frameworks and searched six databases in July 2022: PubMed, Embase, CINAHL, APA PsycArticles, ScienceDirect, and Web of Science. Risk of bias was evaluated using the Cochrane Collaboration Risk of Bias 2 and the Mixed Methods Appraisal Tools. ANALYSIS: A descriptive analysis provided an overview of study and app characteristics and evidence for potential associations between Behavior Change Techniques (BCTs) and engagement was examined. RESULTS: The final analysis included 28 studies. Six BCTs were repeatedly associated with user engagement: goal setting, self-monitoring of behavior, feedback on behavior, prompts/cues, rewards, and social support. There was insufficient data reported to examine associations with specific components of engagement, but the analysis indicated that the different components were being captured by various measures. CONCLUSION: This review provides further evidence supporting the use of common BCTs in mobile health apps. To enable developers to leverage BCTs and other app features to optimize engagement in specific contexts and individual characteristics, we need a better understanding of how BCTs are associated with different components of engagement. SYSTEMATIC REVIEW REGISTRATION: https://www.crd.york.ac.uk/prospero/, identifier CRD42022312596. |
format | Online Article Text |
id | pubmed-10545861 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105458612023-10-04 Potential associations between behavior change techniques and engagement with mobile health apps: a systematic review Milne-Ives, Madison Homer, Sophie R. Andrade, Jackie Meinert, Edward Front Psychol Psychology INTRODUCTION: Lack of engagement is a common challenge for digital health interventions. To achieve their potential, it is necessary to understand how best to support users’ engagement with interventions and target health behaviors. The aim of this systematic review was to identify the behavioral theories and behavior change techniques being incorporated into mobile health apps and how they are associated with the different components of engagement. METHODS: The review was structured using the PRISMA and PICOS frameworks and searched six databases in July 2022: PubMed, Embase, CINAHL, APA PsycArticles, ScienceDirect, and Web of Science. Risk of bias was evaluated using the Cochrane Collaboration Risk of Bias 2 and the Mixed Methods Appraisal Tools. ANALYSIS: A descriptive analysis provided an overview of study and app characteristics and evidence for potential associations between Behavior Change Techniques (BCTs) and engagement was examined. RESULTS: The final analysis included 28 studies. Six BCTs were repeatedly associated with user engagement: goal setting, self-monitoring of behavior, feedback on behavior, prompts/cues, rewards, and social support. There was insufficient data reported to examine associations with specific components of engagement, but the analysis indicated that the different components were being captured by various measures. CONCLUSION: This review provides further evidence supporting the use of common BCTs in mobile health apps. To enable developers to leverage BCTs and other app features to optimize engagement in specific contexts and individual characteristics, we need a better understanding of how BCTs are associated with different components of engagement. SYSTEMATIC REVIEW REGISTRATION: https://www.crd.york.ac.uk/prospero/, identifier CRD42022312596. Frontiers Media S.A. 2023-09-18 /pmc/articles/PMC10545861/ /pubmed/37794916 http://dx.doi.org/10.3389/fpsyg.2023.1227443 Text en Copyright © 2023 Milne-Ives, Homer, Andrade and Meinert. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Milne-Ives, Madison Homer, Sophie R. Andrade, Jackie Meinert, Edward Potential associations between behavior change techniques and engagement with mobile health apps: a systematic review |
title | Potential associations between behavior change techniques and engagement with mobile health apps: a systematic review |
title_full | Potential associations between behavior change techniques and engagement with mobile health apps: a systematic review |
title_fullStr | Potential associations between behavior change techniques and engagement with mobile health apps: a systematic review |
title_full_unstemmed | Potential associations between behavior change techniques and engagement with mobile health apps: a systematic review |
title_short | Potential associations between behavior change techniques and engagement with mobile health apps: a systematic review |
title_sort | potential associations between behavior change techniques and engagement with mobile health apps: a systematic review |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545861/ https://www.ncbi.nlm.nih.gov/pubmed/37794916 http://dx.doi.org/10.3389/fpsyg.2023.1227443 |
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