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Meta-Analysis
. 2022 Sep 21;17(9):e0274177.
doi: 10.1371/journal.pone.0274177. eCollection 2022.

Effectiveness of online mindfulness-based interventions in improving mental health during the COVID-19 pandemic: A systematic review and meta-analysis of randomized controlled trials

Affiliations
Meta-Analysis

Effectiveness of online mindfulness-based interventions in improving mental health during the COVID-19 pandemic: A systematic review and meta-analysis of randomized controlled trials

Bendix Samarta Witarto et al. PLoS One. .

Abstract

Introduction: Psychotherapies, such as mindfulness-based interventions (MBIs), are currently needed to tackle mental health problems. Online MBIs have become promising since face-to-face interventions are limited during the COVID-19 pandemic due to lockdown and social distancing. This systematic review and meta-analysis aimed to investigate the effect of online MBIs in improving mental health, mainly depression, anxiety, and stress.

Materials and methods: A systematic literature search was conducted according to the PRISMA 2020 guidelines on several databases for eligible studies up to October 17, 2021. Study quality was assessed using the Cochrane's Risk of Bias 2 tool. Effect sizes were presented as standardized mean difference (Hedges' g) between the online MBIs and control groups at post-test and follow-up using a random-effects model.

Results: Eight randomized controlled trials involving 868 participants were included in this meta-analysis. The pooled adherence rate to online MBIs was 94% (95% CI = 91% to 98%). The findings revealed that online MBIs had a statistically significant small to moderate effect in reducing depression (g = -0.32; 95% CI = -0.49 to -0.14; I2 = 0%), a small effect on anxiety (g = -0.25; 95% CI = -0.43 to -0.06; I2 = 27%), and a moderate effect on stress (g = -0.62; 95% CI = -1.09 to -0.16; I2 = 83%). In addition, significant small effects at follow-up were observed for depression (g = -0.26; 95% CI = -0.48 to -0.04; I2 = 0%) and anxiety (g = -0.28; 95% CI = -0.48 to -0.08; I2 = 0%), but not for stress.

Conclusion: Online MBIs have beneficial effects on mental health, particularly depression, anxiety, and stress, during the COVID-19 pandemic. Given the limitations of the current study, future trials that specifically consider potential effect influencing factors, longer follow-up evaluation, and methodological quality are warranted.

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Conflict of interest statement

The authors have declared that no competing interests exist.

Figures

Fig 1
Fig 1. PRISMA flow diagram of the study selection process.
CENTRAL, Cochrane Central Register of Controlled Trials; CINAHL, Cumulative Index to Nursing and Allied Health Literature; COVID-19, Coronavirus Disease 2019; WHO, World Health Organization.
Fig 2
Fig 2. Results of quality assessment of included studies using the Risk of Bias 2 tool.
(A) Domain-specific quality assessment graph. (B) Detailed quality assessment summary.
Fig 3
Fig 3. Forest plot of meta-analysis of proportions for adherence rate to online MBIs.
Fig 4
Fig 4. Forest plots of meta-analyses of online MBIs effect on mental health outcomes at post-intervention.
(A) Depression. (B) Anxiety. (C) Stress.
Fig 5
Fig 5. Forest plots of meta-analyses of online MBIs effect on mental health outcomes at follow-up.
(A) Depression. (B) Anxiety. (C) Stress.

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Grants and funding

The author(s) received no specific funding for this work.