The influence of social networking sites on health behavior change

A systematic review and meta-analysis

Liliana Laranjo*, Amaël Arguel, Ana L. Neves, Aideen M. Gallagher, Ruth Kaplan, Nathan Mortimer, Guilherme A. Mendes, Annie Y S Lau

*Corresponding author for this work

Research output: Contribution to journalArticle

227 Citations (Scopus)

Abstract

Objective Our aim was to evaluate the use and effectiveness of interventions using social networking sites (SNSs) to change health behaviors. Materials and methods Five databases were scanned using a predefined search strategy. Studies were included if they focused on patients/consumers, involved an SNS intervention, had an outcome related to health behavior change, and were prospective. Studies were screened by independent investigators, and assessed using Cochrane's 'risk of bias' tool. Randomized controlled trials were pooled in a meta-analysis. Results The database search retrieved 4656 citations; 12 studies (7411 participants) met the inclusion criteria. Facebook was the most utilized SNS, followed by health-specific SNSs, and Twitter. Eight randomized controlled trials were combined in a meta-analysis. A positive effect of SNS interventions on health behavior outcomes was found (Hedges' g 0.24; 95% CI 0.04 to 0.43). There was considerable heterogeneity (I2=84.0%; T2=0.058) and no evidence of publication bias. Discussion To the best of our knowledge, this is the first meta-analysis evaluating the effectiveness of SNS interventions in changing health-related behaviors. Most studies evaluated multi-component interventions, posing problems in isolating the specific effect of the SNS. Health behavior change theories were seldom mentioned in the included articles, but two particularly innovative studies used 'network alteration', showing a positive effect. Overall, SNS interventions appeared to be effective in promoting changes in health-related behaviors, and further research regarding the application of these promising tools is warranted. Conclusions Our study showed a positive effect of SNS interventions on health behavior-related outcomes, but there was considerable heterogeneity.

Original languageEnglish
Pages (from-to)243-256
Number of pages14
JournalJournal of the American Medical Informatics Association
Volume22
Issue number1
Early online date8 Jul 2014
DOIs
Publication statusPublished - 2015
Externally publishedYes

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