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Am I Happier Without You? Social Media Detox and Well-Being: A Meta-Analysis of Randomized Controlled Trials
Yuyang Liu1,2, Emma Mirza Wati Mohamad1,3, Arina Anis Azlan1,3
1Centre for Research in Media and Communication, Faculty of Social Sciences and Humanities, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia.
Abstract:
With the penetration of social media into all aspects of people's lives, there is a growing trend of social media detox (taking a short break from social media). Although social media detox (SMD) has been theorized to influence well-being, vibrant research on this issue presents mixed results. This raises the question of whether SMD has positive or negative effects on well-being, calling for a synthesis of empirical evidence to determine if engaging in SMD can improve well-being. Systematic review and meta-analysis were conducted to synthesize evidence on the relationship between SMD and well-being from randomized controlled trials (RCTs). A total of 20 RCTs and 56 effect sizes (positive indicators of well-being k = 33; negative indicators of well-being k = 23) were analyzed. The meta-analysis findings using random effects showed that there was a positive and small effect of SMD on well-being, including positive indicators and negative indicators. The results of the moderating analysis showed that there was heterogeneity in the relationship between SMD and well-being caused by cultural background. Moreover, intervention duration moderated the relationship between SMD and negative indicators of well-being. This meta-analysis allows for an integration of conclusions from past studies and establishes a clearer understanding of the relationship between SMD and well-being.
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