ArticleFrontiers in digital health2022
Participant retention in a fully remote trial of digital psychotherapy: Comparison of incentive types.
Article in Frontiers in digital health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 3 of them syntheses that pooled it.
What it found
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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
21 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Patterns of Uptake, Engagement, and Attrition in Randomized Controlled Trials of Digital Interventions for Eating Disorders: A Systematic Review and Meta-Analysis.The International journal of eating disorders · 2026Pooled it
- Recommendations to promote equity, diversity and inclusion in decentralized clinical trials.Nature medicine · 2024Guideline
- Barriers and facilitators for recruiting and retaining male participants into longitudinal health research: a systematic review.BMC medical research methodology · 2024Pooled 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
- Smartphone App-Based Survey Deployment Patterns and Longitudinal Response Rate: Randomized Controlled Trial.Journal of medical Internet research · 2025Trial
- Recommendations for the use of clinical outcome assessments in rare disease drug development.EClinicalMedicine · 2026Review
- Digital Health Monitoring and Intervention Suite for Stress in Frontline Nurses: Prospective Cohort Trial.JMIR formative research · 2026Article
- A Mindfulness-Based Intervention for Binge Eating, Self-Compassion, and Mindfulness in Brazilian Women With Weight Regain After Metabolic and Bariatric Surgery: a Pilot Feasibility Study.Obesity surgery · 2026Article
- Development and Pilot Test of a Novel Digital Social Support Intervention for Reducing Hazardous Alcohol Use.Alcohol, clinical & experimental research · 2026Article
- Telehealth cognitive behavioural therapy improves health-related quality of life and pain in endometriosis: the Healing Pelvic Pain Intervention (HaPPI)-a randomized controlled trial.Human reproduction open · 2026Article
- Increasing Retention in a Large-Scale Decentralized Clinical Trial: Learnings From the COVID-RED Trial.Mayo Clinic proceedings. Digital health · 2025Article
- Enrollment and Retention Outcomes from the Veterans Health Administration for a Remote Digital Health Study: Multisite Observational Study.JMIR formative research · 2025Observational
- Article
- Research Participants' Engagement and Retention in Digital Health Interventions Research: Protocol for Mixed Methods Systematic Review.JMIR research protocols · 2025Article
- Achieving clinically meaningful outcomes in digital health: a six-step, cyclical precision engagement framework (ENGAGE).Frontiers in digital health · 2025Article
- Crowdsourcing integrated into a digital mental health platform for anxiety and depression: A pilot randomized controlled trial.Internet interventions · 2024Article
- The Psychology Behind the Efficacy of a Buddy System for Enhancing Retention in Dermatological Clinical Trials.Cureus · 2024Review
- Long-Term Efficacy of a Mobile Mental Wellness Program: Prospective Single-Arm Study.JMIR mHealth and uHealth · 2024Article
- Article
- Leveraging oncology collaborative networks and biomedical informatics data resources to rapidly recruit and enroll rural residents into oncology quality of life clinical trials.Journal of clinical and translational science · 2024Article
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
Numerous studies have found that long term retention is very low in remote clinical studies (>4 weeks) and to date there is limited information on the best methods to ensure retention. The ability to retain participants in the completion of key assessments periods is critical to all clinical research, and to date little is known as to what methods are best to encourage participant retention. To study incentive-based retention methods we randomized 215 US adults (18+ years) who agreed to participate in a sequential, multiple assignment randomized trial to either high monetary incentive (HMI, $125 USD) and combined low monetary incentive ($75 USD) plus alternative incentive (LMAI). Participants were asked to complete daily and weekly surveys for a total of 12 weeks, which included a tailoring assessment around week 5 to determine who should be stepped up and rerandomized to one of two augmentation conditions. Key assessment points were weeks 5 and 12. There was no difference in participant retention at week 5 (tailoring event), with approximately 75% of the sample completing the week-5 survey. By week 10, the HMI condition retained approximately 70% of the sample, compared to 60% of the LMAI group. By week 12, all differences were attenuated. Differences in completed measures were not significant between groups. At the end of the study, participants were asked the impressions of the incentive condition they were assigned and asked for suggestions for improving engagement. There were no significant differences between conditions on ratings of the fairness of compensation, study satisfaction, or study burden, but study burden, intrinsic motivation and incentive fairness did influence participation. Men were also more likely to drop out of the study than women. Qualitative analysis from both groups found the following engagement suggestions: desire for feedback on survey responses and an interest in automated sharing of individual survey responses with study therapists to assist in treatment. Participants in the LMAI arm indicated that the alternative incentives were engaging and motivating. In sum, while we were able to increase engagement above what is typical for such study, more research is needed to truly improve long term retention in remote trials.
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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.