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

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          Abstract

          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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          Flaws in the design, conduct, analysis, and reporting of randomised trials can cause the effect of an intervention to be underestimated or overestimated. The Cochrane Collaboration’s tool for assessing risk of bias aims to make the process clearer and more accurate
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                Author and article information

                Contributors
                nurly@edu.nus.edu.sg
                Journal
                Stress Health
                Stress Health
                10.1002/(ISSN)1532-2998
                SMI
                Stress and Health
                John Wiley and Sons Inc. (Hoboken )
                1532-3005
                1532-2998
                28 April 2022
                December 2022
                : 38
                : 5 ( doiID: 10.1002/smi.v38.5 )
                : 848-869
                Affiliations
                [ 1 ] Alice Lee Centre for Nursing Studies Yong Loo Lin School of Medicine National University of Singapore Singapore Singapore
                [ 2 ] Saw Swee Hock School of Public Health National University of Singapore Singapore Singapore
                [ 3 ] Department of Psychological Medicine Yong Loo Lin School of Medicine National University of Singapore Singapore Singapore
                Author notes
                [*] [* ] Correspondence

                Ying Lau, Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117597, Singapore.

                Email: nurly@ 123456edu.nus.edu.sg

                Author information
                https://orcid.org/0000-0002-1286-3175
                https://orcid.org/0000-0002-4209-1647
                https://orcid.org/0000-0003-3956-9088
                https://orcid.org/0000-0003-4724-5235
                https://orcid.org/0000-0003-4213-7163
                https://orcid.org/0000-0002-8289-3441
                Article
                SMI3154
                10.1002/smi.3154
                10084366
                35460533
                0c251621-79b2-4ab6-9c2a-a72ee04401ac
                © 2022 The Authors. Stress and Health published by John Wiley & Sons Ltd.

                This is an open access article under the terms of the http://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.

                History
                : 25 March 2022
                : 08 November 2021
                : 19 April 2022
                Page count
                Figures: 5, Tables: 3, Pages: 22, Words: 13981
                Funding
                Funded by: Workforce Development Applied Research Fund
                Award ID: WF19‐14
                Funded by: NUS Teaching Enhancement Grant
                Award ID: TEG 2021
                Categories
                Review Article
                Review Article
                Custom metadata
                2.0
                December 2022
                Converter:WILEY_ML3GV2_TO_JATSPMC version:6.2.7 mode:remove_FC converted:10.04.2023

                anxiety,depressive symptoms,digital training,meta‐analysis,resilience,stress

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