ArticleJMIR public health and surveillance2017
Tweet for Behavior Change: Using Social Media for the Dissemination of Public Health Messages.
Article in JMIR public health and surveillance, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 119 papers, 6 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
119 citing papers in PubMed, 6 syntheses or guidelines pooled it, 271 citations in OpenAlex.
- Factors influencing unrelated stem cell donation a mixed-methods integrated systematic review.British journal of health psychology · 2025Pooled it
- Social Media Potential and Impact on Changing Behaviors and Actions in Skin Health Promotion: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Examining the Effectiveness of Social Media for the Dissemination of Research Evidence for Health and Social Care Practitioners: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2024Pooled it
- A Model of Social Media Effects in Public Health Communication Campaigns: Systematic Review.Journal of medical Internet research · 2023Pooled it
- Are social networks effective in promoting healthy behaviors? A systematic review of evaluations of public health campaigns broadcast on Twitter.Frontiers in public health · 2022Pooled it
- Effectiveness of Colorectal Cancer Screening Promotion Using E-Media Decision Aids: A Systematic Review and Meta-Analysis.International journal of environmental research and public health · 2021Pooled it
- Single-exposure messages for child sexual abuse prevention: a randomized controlled online trial testing educational and humanizing approaches.BMC psychology · 2026Trial
- Effects of social media reminders on oral hygiene motivation with fixed orthodontic treatment: a randomized controlled trial.BMC oral health · 2025Trial
- Trial
- Exploring the Impact of Safer Sports Betting Promotion on Social Media: An Experimental Study.Journal of gambling studies · 2024Trial
- Trends, disparities, and multilevel interventions: A global review of HPV vaccination among university students.Human vaccines & immunotherapeutics · 2026Review
- Social Media Use Among People Living with Chronic Pain: Cross-Sectional Study of Associated Factors.Journal of medical Internet research · 2026Article
- Dissemination Strategies From an HIV Self-Testing Intervention Among Adolescents and Young Adults in Nigeria: Crowdsourcing Open Call Study.JMIR formative research · 2026Article
- Humor in Social Media Health Communication: A Systematic Review of Strategic Uses and Effects.Behavioral sciences (Basel, Switzerland) · 2026Review
- What is needed for improved uptake and adoption of digital aftercare programs by cancer survivors: a mixed methods study applying the COM-B model.Journal of cancer survivorship : research and practice · 2026Article
- Article
- Use of digital platforms and social media as a source of information on children's oral health by parents: a cross-sectional survey analysis in a Spanish sample.Frontiers in oral health · 2026Article
- Design and evaluation of a co-produced social media campaign to promote aquatic safety in Queensland national parks.Health promotion international · 2025Article
- Understanding Patient Experiences: A Mixed-Methods Study on Barriers and Facilitators to TB Care-Seeking in South Africa.Tropical medicine and infectious disease · 2025Article
- An age-period-cohort-interaction analysis of meth/amphetamine-related deaths in Australia, 2001-2020.Addiction (Abingdon, England) · 2025Article
59 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
11 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundSocial media public health campaigns have the advantage of tailored messaging at low cost and large reach, but little is known about what would determine their feasibility as tools for inducing attitude and behavior change.
objectiveThe aim of this study was to test the feasibility of designing, implementing, and evaluating a social media-enabled intervention for skin cancer prevention.
methodsA quasi-experimental feasibility study used social media (Twitter) to disseminate different message "frames" related to care in the sun and cancer prevention. Phase 1 utilized the Northern Ireland cancer charity's Twitter platform (May 1 to July 14, 2015). Following a 2-week "washout" period, Phase 2 commenced (August 1 to September 30, 2015) using a bespoke Twitter platform. Phase 2 also included a Thunderclap, whereby users allowed their social media accounts to automatically post a bespoke message on their behalf. Message frames were categorized into 5 broad categories: humor, shock or disgust, informative, personal stories, and opportunistic. Seed users with a notable following were contacted to be "influencers" in retweeting campaign content. A pre- and postintervention Web-based survey recorded skin cancer prevention knowledge and attitudes in Northern Ireland (population 1.8 million).
resultsThere were a total of 417,678 tweet impressions, 11,213 engagements, and 1211 retweets related to our campaign. Shocking messages generated the greatest impressions (shock, n=2369; informative, n=2258; humorous, n=1458; story, n=1680), whereas humorous messages generated greater engagement (humorous, n=148; shock, n=147; story, n=117; informative, n=100) and greater engagement rates compared with story tweets. Informative messages, resulted in the greatest number of shares (informative, n=17; humorous, n=10; shock, n=9; story, n=7). The study findings included improved knowledge of skin cancer severity in a pre- and postintervention Web-based survey, with greater awareness that skin cancer is the most common form of cancer (preintervention: 28.4% [95/335] vs postintervention: 39.3% [168/428] answered "True") and that melanoma is most serious (49.1% [165/336] vs 55.5% [238/429]). The results also show improved attitudes toward ultraviolet (UV) exposure and skin cancer with a reduction in agreement that respondents "like to tan" (60.5% [202/334] vs 55.6% [238/428]).
conclusionsSocial media-disseminated public health messages reached more than 23% of the Northern Ireland population. A Web-based survey suggested that the campaign might have contributed to improved knowledge and attitudes toward skin cancer among the target population. Findings suggested that shocking and humorous messages generated greatest impressions and engagement, but information-based messages were likely to be shared most. The extent of behavioral change as a result of the campaign remains to be explored, however, the change of attitudes and knowledge is promising. Social media is an inexpensive, effective method for delivering public health messages. However, existing and traditional process evaluation methods may not be suitable for social media.
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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.