ReviewJournal of medical Internet research2015
Online Recruitment Methods for Web-Based and Mobile Health Studies: A Review of the Literature.
Review in Journal of medical Internet research, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 126 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
126 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- How have contemporary research studies used social media to recruit to digital self-help intervention research for young people's mental health?: a mapping review.BMC medical research methodology · 2025Pooled it
- Recruiting Asian Americans for Online Studies: Methodological Systematic Review.Journal of medical Internet research · 2025Pooled it
- The worldwide impact of COVID-19 on cancer care: A meta-analysis of surveys published after the first wave of the pandemic.Frontiers in oncology · 2022Pooled it
- Feasibility and acceptability of the Unified Protocol for anxiety and depression in Pakistan: a pilot randomized controlled trial.BMC psychiatry · 2026Trial
- Randomized Recruitment Trial: Analyzing Differences in Survey Response Rates and Email Campaigns for Recruiting Latinos.Journal of racial and ethnic health disparities · 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
- Recruitment of Young Gay, Bisexual, and Other Men Who Have Sex With Men for a Web-Based Human Papillomavirus Vaccination Intervention: Differences in Participant Characteristics and Study Engagement by Recruitment Source in a Randomized Controlled Trial.Journal of medical Internet research · 2025Trial
- Testing the Effectiveness of an Animated Decision Aid to Improve Recruitment of Control Participants in a Case-Control Study: Web-Based Experiment.Journal of medical Internet research · 2022Trial
- Successful and Cost-Effective Facebook Recruitment: Is It Possible? Results From a Longitudinal Randomized Clinical Trial in Grandmother Caregivers.International journal of aging & human development · 2021Trial
- Recruiting Cancer Survivors to a Mobile Mindfulness Intervention in the United States: Exploring Online and Face-to-Face Recruitment Strategies.International journal of environmental research and public health · 2021Trial
- Minding the Gatekeepers: Referral and Recruitment of Postpartum Mothers with Depression into a Randomized Controlled Trial of a Mobile Internet Parenting Intervention to Improve Mood and Optimize Infant Social Communication Outcomes.International journal of environmental research and public health · 2020Trial
- Recruiting to a Randomized Controlled Trial of a Web-Based Program for People With Type 2 Diabetes and Depression: Lessons Learned at the Intersection of e-Mental Health and Primary Care.Journal of medical Internet research · 2019Trial
- Clinical Trial Recruitment and Retention of College Students with Type 1 Diabetes via Social Media: An Implementation Case Study.Journal of diabetes science and technology · 2019Trial
- Participant Recruitment and Retention in Remote eHealth Intervention Trials: Methods and Lessons Learned From a Large Randomized Controlled Trial of Two Web-Based Smoking Interventions.Journal of medical Internet research · 2018Trial
- Trial
- Participant Recruitment and Engagement in Automated eHealth Trial Registration: Challenges and Opportunities for Recruiting Women Who Experience Violence.Journal of medical Internet research · 2016Trial
- Recruiting to a large-scale physical activity randomised controlled trial - experiences with the gift of hindsight.Trials · 2016Trial
- Social Media Influencer Marketing as a Clinical Trial Recruitment Modality: Tutorial Informed by One Study's Approach.Journal of medical Internet research · 2026Article
- Recruitment Strategies in Registry-Based Observational Research: A Single-Center Experience in the United States from the HeartShare Study.Journal of cardiac failure - intersections · 2026Article
- Digital tools for recruitment and retention of participants in paediatric clinical research: a scoping review.Trials · 2026Article
66 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
backgroundInternet and mobile health (mHealth) apps hold promise for expanding the reach of evidence-based health interventions. Research in this area is rapidly expanding. However, these studies may experience problems with recruitment and retention. Web-based and mHealth studies are in need of a wide-reaching and low-cost method of recruitment that will also effectively retain participants for the duration of the study. Online recruitment may be a low-cost and wide-reaching tool in comparison to traditional recruitment methods, although empirical evidence is limited.
objectiveThis study aims to review the literature on online recruitment for, and retention in, mHealth studies.
methodsWe conducted a review of the literature of studies examining online recruitment methods as a viable means of obtaining mHealth research participants. The data sources used were PubMed, CINAHL, EbscoHost, PyscINFO, and MEDLINE. Studies reporting at least one method of online recruitment were included. A narrative approach enabled the authors to discuss the variability in recruitment results, as well as in recruitment duration and study design.
resultsFrom 550 initial publications, 12 studies were included in this review. The studies reported multiple uses and outcomes for online recruitment methods. Web-based recruitment was the only type of recruitment used in 67% (8/12) of the studies. Online recruitment was used for studies with a variety of health domains: smoking cessation (58%; 7/12) and mental health (17%; 2/12) being the most common. Recruitment duration lasted under a year in 67% (8/12) of the studies, with an average of 5 months spent on recruiting. In those studies that spent over a year (33%; 4/12), an average of 17 months was spent on recruiting. A little less than half (42%; 5/12) of the studies found Facebook ads or newsfeed posts to be an effective method of recruitment, a quarter (25%; 3/12) of the studies found Google ads to be the most effective way to reach participants, and one study showed better outcomes with traditional (eg in-person) methods of recruitment. Only one study recorded retention rates in their results, and half (50%; 6/12) of the studies recorded survey completion rates.
conclusionsAlthough online methods of recruitment may be promising in experimental research, more empirical evidence is needed to make specific recommendations. Several barriers to using online recruitment were identified, including participant retention. These unique challenges of virtual interventions can affect the generalizability and validity of findings from Web-based and mHealth studies. There is a need for additional research to evaluate the effectiveness of online recruitment methods and participant retention in experimental mHealth studies.
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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.