SynthesisJournal of medical Internet research2023
Engagement With and Acceptability of Digital Media Platforms for Use in Improving Health Behaviors Among Vulnerable Families: Systematic Review.
Synthesis in Journal of medical Internet research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 5 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
28 citing papers in PubMed, 5 syntheses or guidelines pooled it, 41 citations in OpenAlex.
- Digital Interventions Targeting Healthy and Sustainable Eating Behavior: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2026Pooled it
- Empowering Health Through Digital Lifelong Prevention: An Umbrella Review of Apps and Wearables for Nutritional Management.Nutrients · 2025Pooled it
- Evaluating acceptability and experiences of pregnant women at high risk of developing gestational diabetes who take part in antenatal intervention trials: a qualitative systematic review.BMC pregnancy and childbirth · 2025Pooled it
- Interventions to reduce inequalities for pregnant women living with disadvantage in high-income countries: an umbrella review.BMC public health · 2025Pooled it
- Mobile Phone-Based Interventions for Smoking Cessation Among Young People: Systematic Review and Meta-Analysis.JMIR mHealth and uHealth · 2023Pooled it
- Assessing Early Impact of the Hear Her® Communication Campaign.Health promotion practice · 2026Article
- Review
- Agile Development and Testing of a Gamified Human Milk Feeding Education Mobile App for Participants of the Special Supplemental Nutrition Program for Women, Infants, and Children: Co-Design Approach.Journal of medical Internet research · 2026Article
- Trial Enrollment Correlates in an HIV Status-Neutral mHealth Intervention Among Young Black and Latinx Men and Transgender Women Who have Sex with Men.AIDS and behavior · 2026Article
- Channel Allocation and Equity in Preventive Campaigns for Older Adults: Agent-Based Modeling Study.Journal of medical Internet research · 2026Article
- Leveraging Social Media to Achieve Population-Level Reach of Lung Cancer Screening-Eligible Individuals: A RE-AIM Framework Perspective.Journal of medical Internet research · 2026Article
- The Effect of Digital Therapy-Based Aerobic Exercise on Children With Neuroblastoma: Protocol for a Prospective Controlled Trial.JMIR research protocols · 2026Article
- Health-related social media engagement and cervical cancer prevention: associations with HPV knowledge, vaccine awareness, and pap smear utilization among US women.Frontiers in public health · 2026Article
- Theory-informed design and dissemination of multilingual menopause CoMICs: the Menopause MEET initiative.Frontiers in digital health · 2026Article
- Digital health promotion strategies to increase HIV testing uptake among key populations: a scoping review.Cadernos de saude publica · 2026Article
- "If you show them love from an early age, they become healthier." How do Hispanics in northern Indiana think about infant mortality and perinatal health?Frontiers in global women's health · 2026Article
- Using Social Media to Disseminate Behavior Change Interventions: Scoping Review of Systematic Reviews.Journal of medical Internet research · 2025Article
- The preferences of breast cancer patients regarding a digital social care platform.BMC women's health · 2025Article
- Development of a Digital Parent Intervention to Promote Healthy Eating and Activity in Preschoolers: The eHEROs Study.Journal of nutrition education and behavior · 2025Article
- Attitudes and Experiences Regarding Communication About Maternal Vaccination: Qualitative Findings from Non-Hispanic Black Pregnant People.Journal of women's health (2002) · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe use of digital communication platforms to improve health behaviors has increased dramatically over the last decade. Public health practitioners have adopted digital communication technologies such as text messages, mobile apps, and social media to reach diverse populations. However, the effectiveness of digital communication platforms used by community-serving agencies remains unclear, and patterns of engagement and acceptability of different platforms have not been studied.
objectiveThis review aimed to identify the types of digital communication strategies used by community-serving organizations to promote healthy behaviors, assess the strength of evidence for health behavioral change, and describe the degree of consumer engagement with and acceptability of these strategies. The study population included low-income pregnant women, parents of young children, and adolescents.
methodsA systematic review was conducted according to the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines using PubMed, Scopus, Web of Science, CINAHL, and APA PsycInfo, covering research conducted from 2009 to 2022. Studies were included if they examined the use of digital communication (ie, texting, mobile apps, or social media) to promote healthy behaviors in the target population. Risk of bias and strength of evidence were assessed using the Effective Public Health Practice Project Risk of Bias tool and criteria from Agency for Healthcare Research and Quality, respectively.
resultsTwenty-three peer-reviewed research studies published between 2012 and 2022, conducted in the United States, the United Kingdom, and Australia, were included in the review. The sample comprised studies exploring the use of texting (n=12), apps (n=6), social media (n=3), and multiple platforms (n=2; eg, texting and mobile apps). Targeted health behaviors included healthy diet, physical activity, obesity prevention, healthy pregnancy, breastfeeding, vaccine use, smoking cessation, and nutrition benefit redemption. The sample included 8 randomized controlled trials, 6 pretest-posttest design, 3 mixed methods studies, 2 pilot studies, 1 feasibility study, 1 prospective cohort study, 1 descriptive study, and 1 cross-sectional study. The median sample size was 77.5. There was no strong evidence to suggest the effectiveness of digital media campaigns in improving health behaviors; however, there were moderate to high levels of engagement and high levels of acceptability across digital platforms.
conclusionsLow-income pregnant women, parents of young children, and adolescents demonstrated moderate levels of engagement with and high levels of acceptability of digital media health campaigns conducted by community-serving agencies. The effectiveness of these strategies in improving health behaviors was inconclusive. Additional rigorous studies with larger sample sizes are required. In addition, more research is required to consistently measure and report participants' engagement with each platform. Digital communication platforms are critical tools for public health practitioners, and future investigations of the effectiveness of these platforms in engaging clients and improving health behaviors will maximize client services.
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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.