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Effect of Engagement With Digital Interventions on Mental Health Outcomes: A Systematic Review and Meta-Analysis
Digital mental health interventions (DMHIs) present a promising way to address gaps in mental health service provision. However, the relationship between user engagement and outcomes in the context of these interventions has not been established. This study addressed the current state of evidence on...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8599127/ https://www.ncbi.nlm.nih.gov/pubmed/34806079 http://dx.doi.org/10.3389/fdgth.2021.764079 |
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author | Gan, Daniel Z. Q. McGillivray, Lauren Han, Jin Christensen, Helen Torok, Michelle |
author_facet | Gan, Daniel Z. Q. McGillivray, Lauren Han, Jin Christensen, Helen Torok, Michelle |
author_sort | Gan, Daniel Z. Q. |
collection | PubMed |
description | Digital mental health interventions (DMHIs) present a promising way to address gaps in mental health service provision. However, the relationship between user engagement and outcomes in the context of these interventions has not been established. This study addressed the current state of evidence on the relationship between engagement with DMHIs and mental health outcomes. MEDLINE, PsycINFO, and EmBASE databases were searched from inception to August 1, 2021. Original or secondary analyses of randomized controlled trials (RCTs) were included if they examined the relationship between DMHI engagement and post-intervention outcome(s). Thirty-five studies were eligible for inclusion in the narrative review and 25 studies had sufficient data for meta-analysis. Random-effects meta-analyses indicated that greater engagement was significantly associated with post-intervention mental health improvements, regardless of whether this relationship was explored using correlational [r = 0.24, 95% CI (0.17, 0.32), Z = 6.29, p < 0.001] or between-groups designs [Hedges' g = 0.40, 95% CI (0.097, 0.705), p = 0.010]. This association was also consistent regardless of intervention type (unguided/guided), diagnostic status, or mental health condition targeted. This is the first review providing empirical evidence that engagement with DMHIs is associated with therapeutic gains. Implications and future directions are discussed. Systematic Review Registration: PROSPERO, identifier: CRD 42020184706. |
format | Online Article Text |
id | pubmed-8599127 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85991272021-11-19 Effect of Engagement With Digital Interventions on Mental Health Outcomes: A Systematic Review and Meta-Analysis Gan, Daniel Z. Q. McGillivray, Lauren Han, Jin Christensen, Helen Torok, Michelle Front Digit Health Digital Health Digital mental health interventions (DMHIs) present a promising way to address gaps in mental health service provision. However, the relationship between user engagement and outcomes in the context of these interventions has not been established. This study addressed the current state of evidence on the relationship between engagement with DMHIs and mental health outcomes. MEDLINE, PsycINFO, and EmBASE databases were searched from inception to August 1, 2021. Original or secondary analyses of randomized controlled trials (RCTs) were included if they examined the relationship between DMHI engagement and post-intervention outcome(s). Thirty-five studies were eligible for inclusion in the narrative review and 25 studies had sufficient data for meta-analysis. Random-effects meta-analyses indicated that greater engagement was significantly associated with post-intervention mental health improvements, regardless of whether this relationship was explored using correlational [r = 0.24, 95% CI (0.17, 0.32), Z = 6.29, p < 0.001] or between-groups designs [Hedges' g = 0.40, 95% CI (0.097, 0.705), p = 0.010]. This association was also consistent regardless of intervention type (unguided/guided), diagnostic status, or mental health condition targeted. This is the first review providing empirical evidence that engagement with DMHIs is associated with therapeutic gains. Implications and future directions are discussed. Systematic Review Registration: PROSPERO, identifier: CRD 42020184706. Frontiers Media S.A. 2021-11-04 /pmc/articles/PMC8599127/ /pubmed/34806079 http://dx.doi.org/10.3389/fdgth.2021.764079 Text en Copyright © 2021 Gan, McGillivray, Han, Christensen and Torok. 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 | Digital Health Gan, Daniel Z. Q. McGillivray, Lauren Han, Jin Christensen, Helen Torok, Michelle Effect of Engagement With Digital Interventions on Mental Health Outcomes: A Systematic Review and Meta-Analysis |
title | Effect of Engagement With Digital Interventions on Mental Health Outcomes: A Systematic Review and Meta-Analysis |
title_full | Effect of Engagement With Digital Interventions on Mental Health Outcomes: A Systematic Review and Meta-Analysis |
title_fullStr | Effect of Engagement With Digital Interventions on Mental Health Outcomes: A Systematic Review and Meta-Analysis |
title_full_unstemmed | Effect of Engagement With Digital Interventions on Mental Health Outcomes: A Systematic Review and Meta-Analysis |
title_short | Effect of Engagement With Digital Interventions on Mental Health Outcomes: A Systematic Review and Meta-Analysis |
title_sort | effect of engagement with digital interventions on mental health outcomes: a systematic review and meta-analysis |
topic | Digital Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8599127/ https://www.ncbi.nlm.nih.gov/pubmed/34806079 http://dx.doi.org/10.3389/fdgth.2021.764079 |
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