ReviewBMC public health2022
"The potential of social media in health promotion beyond creating awareness: an integrative review".
Review in BMC public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 92 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
92 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The Impact of Social Media Videos on Quantitative Health Outcomes: Systematic Review.JMIR infodemiology · 2026Pooled it
- A Model of Social Media Effects in Public Health Communication Campaigns: Systematic Review.Journal of medical Internet research · 2023Pooled it
- Trial
- A modern web-based health promotion program for patients in Greece with diabetes 2 and obesity: an interventional study.BMC public health · 2023Trial
- Evaluation of a Community-Based Social Media Campaign for HIV Prevention Among Latino Sexual Minority Men.Prevention science : the official journal of the Society for Prevention Research · 2026Article
- Social Media Use and Health: What We Have Known So Far, and What We Need to Investigate in the Future.Healthcare (Basel, Switzerland) · 2026Review
- Article
- A co-creation approach to selecting and adapting adolescent tobacco and air-pollution interventions and strategies for implementation in diverse countries: insights from FRESHAIR4Life.Implementation science communications · 2026Article
- The Run It Up Intervention: Addressing the Effects of Structural Determinants on Adolescent Identity, Beliefs, and Involvement in Firearm Violence-Formative Research and Intervention Development.Prevention science : the official journal of the Society for Prevention Research · 2026Article
- Swap Up: Four Years of Behavior Change Through Adolescent Nutrition Education in Oklahoma.Health education & behavior : the official publication of the Society for Public Health Education · 2026Article
- Network Influence vs. Credibility in YouTube Sleep-Health Communication.Public health challenges · 2026Article
- Methodological Framework for the Design and Implementation of a US Latine-Hispanic Digital Brain Health Program: User-Centered Design Approach.JMIR formative research · 2026Article
- Social learning theory application and potential in health education conducted by healthcare workers on TikTok - a content analysis observational study.BMC public health · 2026Observational
- Impact of a Social Media Campaign on HIV-Related Stigma among Young Adults Living with HIV in Lima, Peru: A Sequential Explanatory Mixed Methods Study.medRxiv : the preprint server for health sciences · 2026Article
- Social Marketing for Health Equity: Promoting Preventive Health Behavior Among Women in Rural Communities.International journal of environmental research and public health · 2026Article
- Rangatahi Youth-Led Dissemination Campaign for Cocreated Eating and Well-Being Guidelines: Process and Pilot Implementation Evaluation.JMIR formative research · 2026Article
- Exploring the Quality of TikTok-Based Diabetes Self-Management Education in English and Spanish: A Digital Health Study.The science of diabetes self-management and care · 2026Article
- Evaluating the efficacy of digital media platforms in disseminating public health information: A global review with implications for South Africa.African journal of primary health care & family medicine · 2026Review
- Source credibility matters: assessing the quality of periodontitis educational content on Chinese social media.BMC oral health · 2026Article
- Application of the expanded theory of planned behavior in predicting Iranian students' intention to use probiotic products.Scientific reports · 2026Article
32 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDeveloping strategies to change health behaviour is one of the biggest challenges of health promotion programs. Social media, as a popular and innovative communication and education tool, offers opportunities to modify health behaviour. While literature on using social media for health promotion campaigns is growing, there is a need to evaluate the approaches used to change health behaviour, rather than only creating awareness.
objectiveThe paper reviewed the literature on application of social media in health promotion campaigns with a particular focus on the methodologies used in assessing the outcome of the programs for behaviour change. This fills the void in collating evidence to extend health promotion campaigns to effect sustainable behavioural change.
methodPeer-reviewed articles were identified through multiple science databases. A systematic electronic search was conducted to retrieve review and original papers published between January 2010 and April 2022. The titles and abstracts of the articles were screened according to inclusion and exclusion criteria. All authors independently read the full texts and discussed them to reach a consensus about the themes. Concept mapping was used to present results from analysis of the included papers.
resultsOf the 674 citations, 28 (4.1%) studies were included in this review. The methodology approaches of 18 (2.7%) papers, that aimed to evaluate the impact of social media in health promotion campaigns towards behaviour change, were analysed further using concept mapping. The results showed that 10 studies (55.5%) adopted quantitative methods and five studies (27.7%) used mixed methods and three studies (16.6%) used qualitative methods. Facebook and YouTube were used more for intervention purposes to change health behaviour. Twitter and Instagram were used more to observe the trend of changes in health behaviour. Six studies (33.3%) adopted Social Cognitive Theory and one study (5.5%) applied the Transtheoretical Model as the framework to evaluate the outcome. Overall, the results show that though social media has potential in promoting behaviour change, the estimation of this change in long-term lies outside the scope of social media health campaigns. This is also reflected in the methodologies used in existing studies to assess such sustainable changes. The employed measures usually target immediate behaviour or social media engagement rather than addressing the change on a behavioural level.
conclusionEvaluating the performance of social media campaigns to promote health behaviours towards a sustainable outcome is a complex process. Emerging research is focused on evaluating the potential of social media as an opportunity to create awareness. Such measures require less effort in quantifying and isolating the effect. The design of the campaigns is required to be aligned in relation to stages of the behaviour change. The study provides suggestions on how this can be achieved.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.