Trial reportJournal of diabetes science and technology2019
Clinical Trial Recruitment and Retention of College Students with Type 1 Diabetes via Social Media: An Implementation Case Study.
Trial report in Journal of diabetes science and technology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04373135 (A Study to Evaluate Health Behavior and Access Impacts Due to COVID-19 and for Community Engagement of Stakeholders Surrounding Scarce Resource Allocation Policy.), which is not on this map. Cited by 27 papers.
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.
A Study to Evaluate Health Behavior and Access Impacts Due to COVID-19 and for Community Engagement of Stakeholders Surrounding Scarce Resource Allocation Policy.
Who cites it
27 citing papers in PubMed, 53 citations in OpenAlex.
- Reddit for research recruitment? Social media as a novel clinical trial recruitment tool for adolescent and young adult (AYA) cancer survivors.Journal of cancer survivorship : research and practice · 2026Trial
- Bolstering agreement with scarce resource allocation policy using education: a post hoc analysis of a randomized controlled trial.BMC health services research · 2025Trial
- Promotion of Knowledge and Trust Surrounding Scarce Resource Allocation Policies: A Randomized Clinical Trial.JAMA health forum · 2024Trial
- Psychoeducational Messaging to Reduce Alcohol Use for College Students With Type 1 Diabetes: Internet-Delivered Pilot Trial.Journal of medical Internet research · 2021Trial
- Evaluating representativeness: recruitment for a virtual family-based intervention focused on the transition from pediatric to adult diabetes care†.Journal of pediatric psychology · 2025Article
- Exploring the role of digital tools in rare disease management: An interview-based study.Journal of genetic counseling · 2025Article
- Psychosocial correlates of alcohol and substance use in college youth with type 1 diabetes.Journal of pediatric psychology · 2025Article
- Recruitment of Adolescents to Virtual Clinical Trials: Recruitment Results From the Health4Me Randomized Controlled Trial.JMIR pediatrics and parenting · 2024Article
- Tobacco consumption behavior change during the COVID-19 pandemic is associated with perceived COVID threat.BMC public health · 2024Article
- The Digital Platform and Its Emerging Role in Decentralized Clinical Trials.Journal of medical Internet research · 2024Article
- Acceptance of Social Media Recruitment for Clinical Studies Among Patients With Hepatitis B: Mixed Methods Study.Journal of medical Internet research · 2024Article
- Health Professional vs Layperson Values and Preferences on Scarce Resource Allocation.JAMA network open · 2024Article
- Screening and Retaining Adolescents Recruited Through Social Media: Secondary Analysis from a Longitudinal Clinical Trial.JMIR pediatrics and parenting · 2024Article
- Internet-Based Recruitment and Retention of Young Adults With Type 1 Diabetes: Cross-Sectional Study.JMIR formative research · 2023Article
- Practical Benefits, Challenges, and Recommendations on Social Media Recruitment: Multi-Stakeholder Interview Study.Journal of medical Internet research · 2023Article
- A Long-Term Evaluation of Facebook for Recruitment and Retention in the ENDIA Type 1 Diabetes Pregnancy-Birth Cohort Study.Journal of diabetes science and technology · 2023Article
- Ethical Issues in Social Media Recruitment for Clinical Studies: Ethical Analysis and Framework.Journal of medical Internet research · 2022Review
- Feasibility and Efficacy of Online Strategies to Recruit Parents of Children With Rheumatic Diseases for Research.ACR open rheumatology · 2022Article
- Promoting inclusion in clinical trials-a rapid review of the literature and recommendations for action.Trials · 2021Review
- Cost, reach, and representativeness of recruitment efforts for an online skin cancer risk reduction intervention trial for young adults.Translational behavioral medicine · 2021Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundWe sought to quantify the efficiency and acceptability of Internet-based recruitment for engaging an especially hard-to-reach cohort (college-students with type 1 diabetes, T1D) and to describe the approach used for implementing a health-related trial entirely online using off-the-shelf tools inclusive of participant safety and validity concerns.
methodWe recruited youth (ages 17-25 years) with T1D via a variety of social media platforms and other outreach channels. We quantified response rate and participant characteristics across channels with engagement metrics tracked via Google Analytics and participant survey data. We developed decision rules to identify invalid (duplicative/false) records (N = 89) and compared them to valid cases (N = 138).
resultsFacebook was the highest yield recruitment source; demographics differed by platform. Invalid records were prevalent; invalid records were more likely to be recruited from Twitter or Instagram and differed from valid cases across most demographics. Valid cases closely resembled characteristics obtained from Google Analytics and from prior data on platform user-base. Retention was high, with complete follow-up for 88.4%. There were no safety concerns and participants reported high acceptability for future recruitment via social media.
conclusionsWe demonstrate that recruitment of college students with T1D into a longitudinal intervention trial via social media is feasible, efficient, acceptable, and yields a sample representative of the user-base from which they were drawn. Given observed differences in characteristics across recruitment channels, recruiting across multiple platforms is recommended to optimize sample diversity. Trial implementation, engagement tracking, and retention are feasible with off-the-shelf tools using preexisting platforms.
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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.