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Digital training for building resilience: Systematic review, meta‐analysis, and meta‐regression

Resilience is learnable and broadly described as an individual's adaptive coping ability, its potential value for stress reduction must be explored. With a global coronavirus pandemic, innovative ways to deliver resilience training amidst heightened mental health concerns must be urgently exami...

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Autores principales: Ang, Wei How Darryl, Chew, Han Shi Jocelyn, Dong, Jie, Yi, Huso, Mahendren, Rathi, Lau, Ying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10084366/
https://www.ncbi.nlm.nih.gov/pubmed/35460533
http://dx.doi.org/10.1002/smi.3154
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author Ang, Wei How Darryl
Chew, Han Shi Jocelyn
Dong, Jie
Yi, Huso
Mahendren, Rathi
Lau, Ying
author_facet Ang, Wei How Darryl
Chew, Han Shi Jocelyn
Dong, Jie
Yi, Huso
Mahendren, Rathi
Lau, Ying
author_sort Ang, Wei How Darryl
collection PubMed
description Resilience is learnable and broadly described as an individual's adaptive coping ability, its potential value for stress reduction must be explored. With a global coronavirus pandemic, innovative ways to deliver resilience training amidst heightened mental health concerns must be urgently examined. This systematic review aimed to (1) evaluate the effectiveness of digital training for building resilience and reducing anxiety, depressive and stress symptoms and (2) to identify essential features for designing future digital training. A three‐step search was conducted in eight electronic databases, trial registries and grey literature to locate eligible studies. Randomised controlled trials examining the effects of digital training aimed at enhancing resilience were included. Data analysis was conducted using the Stata version 17. Twenty‐two randomised controlled trials involving 2876 participants were included. Meta‐analysis revealed that digital training significantly enhanced the participants' resilience with moderate to large effect (g = 0.54–1.09) at post‐intervention and follow‐up. Subgroup analyses suggested that training delivered via the Internet with a flexible programme schedule was more effective than its counterparts. This review supports the use of digital training in improving resilience. Further high‐quality randomised controlled trials with large sample size are needed.
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spelling pubmed-100843662023-04-11 Digital training for building resilience: Systematic review, meta‐analysis, and meta‐regression Ang, Wei How Darryl Chew, Han Shi Jocelyn Dong, Jie Yi, Huso Mahendren, Rathi Lau, Ying Stress Health Review Article Resilience is learnable and broadly described as an individual's adaptive coping ability, its potential value for stress reduction must be explored. With a global coronavirus pandemic, innovative ways to deliver resilience training amidst heightened mental health concerns must be urgently examined. This systematic review aimed to (1) evaluate the effectiveness of digital training for building resilience and reducing anxiety, depressive and stress symptoms and (2) to identify essential features for designing future digital training. A three‐step search was conducted in eight electronic databases, trial registries and grey literature to locate eligible studies. Randomised controlled trials examining the effects of digital training aimed at enhancing resilience were included. Data analysis was conducted using the Stata version 17. Twenty‐two randomised controlled trials involving 2876 participants were included. Meta‐analysis revealed that digital training significantly enhanced the participants' resilience with moderate to large effect (g = 0.54–1.09) at post‐intervention and follow‐up. Subgroup analyses suggested that training delivered via the Internet with a flexible programme schedule was more effective than its counterparts. This review supports the use of digital training in improving resilience. Further high‐quality randomised controlled trials with large sample size are needed. John Wiley and Sons Inc. 2022-04-28 2022-12 /pmc/articles/PMC10084366/ /pubmed/35460533 http://dx.doi.org/10.1002/smi.3154 Text en © 2022 The Authors. Stress and Health published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Review Article
Ang, Wei How Darryl
Chew, Han Shi Jocelyn
Dong, Jie
Yi, Huso
Mahendren, Rathi
Lau, Ying
Digital training for building resilience: Systematic review, meta‐analysis, and meta‐regression
title Digital training for building resilience: Systematic review, meta‐analysis, and meta‐regression
title_full Digital training for building resilience: Systematic review, meta‐analysis, and meta‐regression
title_fullStr Digital training for building resilience: Systematic review, meta‐analysis, and meta‐regression
title_full_unstemmed Digital training for building resilience: Systematic review, meta‐analysis, and meta‐regression
title_short Digital training for building resilience: Systematic review, meta‐analysis, and meta‐regression
title_sort digital training for building resilience: systematic review, meta‐analysis, and meta‐regression
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10084366/
https://www.ncbi.nlm.nih.gov/pubmed/35460533
http://dx.doi.org/10.1002/smi.3154
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