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Meta-Analysis
. 2019 Jan 30;7(1):e11836.
doi: 10.2196/11836.

Effects of Social Media and Mobile Health Apps on Pregnancy Care: Meta-Analysis

Ko Ling Chan  1 , Mengtong Chen  1
Affiliations
Meta-Analysis

Effects of Social Media and Mobile Health Apps on Pregnancy Care: Meta-Analysis

Ko Ling Chan et al. JMIR Mhealth Uhealth. .

Abstract

Background: The use of social media and mobile health (mHealth) apps has been increasing in pregnancy care. However, the effectiveness of these interventions is still unclear.

Objectives: We conducted a meta-analysis to examine the effectiveness of these interventions with regard to different health outcomes in pregnant and postpartum women and investigate the characteristics and components of interventions that may affect program effectiveness.

Method: We performed a comprehensive literature search of major electronic databases and reference sections of related reviews and eligible studies. A random effects model was used to calculate the effect size.

Results: Fifteen randomized controlled trial studies published in and before June 2018 that met the inclusion criteria were included in the meta-analysis. The interventions were effective in promoting maternal physical health including weight management, gestational diabetes mellitus control, and asthma control with a moderate to large effect size (d=0.72). Large effect sizes were also found for improving maternal mental health (d=0.84) and knowledge about pregnancy (d=0.80). Weight control interventions using wearable devices were more effective.

Conclusion: Social media and mHealth apps have the potential to be widely used in improving maternal well-being. More large-scale clinical trials focusing on different health outcomes are suggested for future studies.

Keywords: mHealth; maternal health; postpartum; pregnancy; social media.

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Conflict of interest statement

Conflicts of Interest: None declared.

Figures

Figure 1
Figure 1
Formula for calculating the Cohen d statistic.
Figure 2
Figure 2
Flow diagram of study selection.
Figure 3
Figure 3
Effect size for each study.
Figure 4
Figure 4
Funnel plot for publication bias.
See this image and copyright information in PMC

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