ReviewTrials2020
Digital tools for the recruitment and retention of participants in randomised controlled trials: a systematic map.
Review in Trials, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 71 papers, 3 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
71 citing papers in PubMed, 3 syntheses or guidelines pooled it, 120 citations in OpenAlex.
- Factors that influence recruitment to COVID-19 vaccine trials: a qualitative evidence synthesis.Trials · 2024Pooled it
- Pooled it
- Recruiting and retaining young adults: what can we learn from behavioural interventions targeting nutrition, physical activity and/or obesity? A systematic review of the literature.Public health nutrition · 2021Pooled it
- A Web-Based Virtual Environment Behavioral Intervention as Cardiovascular Disease and Metabolic Disease Prevention Education in Persons With HIV: Evaluation of the LEARN Randomized Controlled Trial.Journal of medical Internet research · 2026Trial
- Feasibility of the "LvL UP" trial: a pilot sequential multiple assignment randomised trial of an adaptive, holistic mHealth lifestyle coaching intervention.The international journal of behavioral nutrition and physical activity · 2026Trial
- Canadian adaptive platform trial of treatments for COVID in community settings (CanTreatCOVID): recruitment strategies of a decentralized, national randomized controlled trial for acute SARS-CoV-2.Frontiers in public health · 2026Trial
- User journey method: a case study for improving digital intervention use measurement.BMC health services research · 2025Trial
- Email-Based Recruitment Into the Health eHeart Study: Cohort Analysis of Invited Eligible Patients.Journal of medical Internet research · 2023Trial
- Increasing Engagement in the Electronic Framingham Heart Study: Factorial Randomized Controlled Trial.Journal of medical Internet research · 2023Trial
- Recruiting and Engaging Women of Reproductive Age with Obesity: Insights from A Mixed-Methods Study within A Trial.International journal of environmental research and public health · 2022Trial
- Access to and Use of Internet and Social Media by Low-Morbidity Stroke Survivors Participating in a National Web-Based Secondary Stroke Prevention Trial: Cross-sectional Survey.Journal of medical Internet research · 2022Trial
- A/B design testing of a clinical trial recruitment website: A pilot study to enhance the enrollment of older adults.Contemporary clinical trials · 2021Trial
- Digital tools for recruitment and retention of participants in paediatric clinical research: a scoping review.Trials · 2026Article
- Designing communication strategies to increase rural participation in clinical trials using the Health Belief Model and strategic communication.Contemporary clinical trials communications · 2026Article
- Enhancing Participation in Alzheimer's Research: A Comparative Study of Community Health Worker -Led and Digital Recruitment Strategies in Hispanic/Latino Communities.Journal of racial and ethnic health disparities · 2026Article
- Design and Performance of an Email-Based Patient Recruitment Campaign in Primary Care Research: Formative Secondary Analysis.JMIR human factors · 2026Article
- Increasing Retention in a Trial by Supporting Basic Psychological Needs for Autonomy, Competence and Relatedness: Developing a Theory-Informed App-Based Complex Intervention.Scandinavian journal of caring sciences · 2026Article
- Sociodemographic Drivers of Recruitment and Attrition in Digital Neurological Research: Longitudinal Cohort Study.Journal of medical Internet research · 2026Observational
- Review
- Engaging Minoritized Communities in Clinical Trials Through Social Media: Recommendations from Community-Based Participatory Research.Health communication · 2025Article
11 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
5 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundRecruiting and retaining participants in randomised controlled trials (RCTs) is challenging. Digital tools, such as social media, data mining, email or text-messaging, could improve recruitment or retention, but an overview of this research area is lacking. We aimed to systematically map the characteristics of digital recruitment and retention tools for RCTs, and the features of the comparative studies that have evaluated the effectiveness of these tools during the past 10 years.
methodsWe searched Medline, Embase, other databases, the Internet, and relevant web sites in July 2018 to identify comparative studies of digital tools for recruiting and/or retaining participants in health RCTs. Two reviewers independently screened references against protocol-specified eligibility criteria. Included studies were coded by one reviewer with 20% checked by a second reviewer, using pre-defined keywords to describe characteristics of the studies, populations and digital tools evaluated.
resultsWe identified 9163 potentially relevant references, of which 104 articles reporting 105 comparative studies were included in the systematic map. The number of published studies on digital tools has doubled in the past decade, but most studies evaluated digital tools for recruitment rather than retention. The key health areas investigated were health promotion, cancers, circulatory system diseases and mental health. Few studies focussed on minority or under-served populations, and most studies were observational. The most frequently-studied digital tools were social media, Internet sites, email and tv/radio for recruitment; and email and text-messaging for retention. One quarter of the studies measured efficiency (cost per recruited or retained participant) but few studies have evaluated people's attitudes towards the use of digital tools.
conclusionsThis systematic map highlights a number of evidence gaps and may help stakeholders to identify and prioritise further research needs. In particular, there is a need for rigorous research on the efficiency of the digital tools and their impact on RCT participants and investigators, perhaps as studies-within-a-trial (SWAT) research. There is also a need for research into how digital tools may improve participant retention in RCTs which is currently underrepresented relative to recruitment research. REGISTRATION: Not registered; based on a pre-specified protocol, peer-reviewed by the project's Advisory Board.
Indexed as
Identifiers
What Socratic 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 Socratic graph.