ReviewTrials2021
Zelen design clinical trials: why, when, and how.
Review in Trials, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07404189 (Evaluation of the Acceptability and Clinical Effectiveness of Augmenting Comprehensive Primary Care-Based Obesity Management With the Nutu™ Digital Health Platform), which is not on this map. Cited by 32 papers, 1 of them a synthesis 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.
Evaluation of the Acceptability and Clinical Effectiveness of Augmenting Comprehensive Primary Care-Based Obesity Management With the Nutu™ Digital Health Platform
Who cites it
32 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Mobile crisis effectiveness: a systematic review and associated functions and forms framework.BMC health services research · 2025Pooled it
- Health Communication and Stepped Reminders Interventions for Lung Cancer Screening: A Randomized Clinical Trial.JAMA internal medicine · 2026Trial
- Integrating Nonpharmacological Options Into Perioperative Pain Care: A Cluster Randomized Clinical Trial.JAMA network open · 2026Trial
- Trial
- A 12-month structured exercise reduces epicardial adipose volume in a frequency-dependent manner and lowers serum M-CSF in community-dwelling older adults: a randomized controlled trial.Frontiers in public health · 2026Trial
- Can primary mental health services impact levels of involuntary admissions? A cluster-RCT of the ReCoN intervention.Social psychiatry and psychiatric epidemiology · 2025Trial
- Early Start Denver Model effectiveness in young autistic children: a large multicentric randomised controlled trial in two European countries.BMJ mental health · 2025Trial
- Practice Facilitation to Support Primary Care Physicians With COVID-19 Vaccine Uptake: A Randomized Clinical Trial.JAMA network open · 2025Trial
- Safer and targeted use of antipsychotics in youth: an embedded, pragmatic randomized trial.Journal of child psychology and psychiatry, and allied disciplines · 2025Trial
- Long-Term Effects of Transtheoretical Model-Based Lifestyle Intervention on Self-efficacy and Self-management in Patients with Type 2 Diabetes - Randomised Controlled Trial.International journal of behavioral medicine · 2025Trial
- Greater Covid-19 vaccine uptake among enrollees offered health and social needs case management: Results from a randomized trial.Health services research · 2024Trial
- Trial
- Use of pre-enrollment randomization and delayed consent to maximize participation in a clinical trial of opt-in versus opt-out tobacco treatment.Substance abuse · 2022Trial
- Artificial intelligence needs better health systems to reduce inequalities.NPJ digital medicine · 2026Review
- Safety of exercise after pulmonary endarterectomy: a systematic review.ERJ open research · 2026Article
- Measuring and appraising placebo effects in clinical trials: contemporary challenges and approaches in psychiatry.The lancet. Psychiatry · 2026Review
- Study protocol for a type I hybrid effectiveness trial of strategies to prevent suicide attempts among adults recently released from jail.Contemporary clinical trials · 2026Article
- Conceptual analysis of mechanisms and methods in psychedelic clinical trial design: a narrative review.Therapeutic advances in psychopharmacology · 2026Review
- Article
- Optimizing clinical scientific research: the cohort intervention random sampling study with historical controls.Journal of comparative effectiveness research · 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
3 authors.
Funding
Abstract
backgroundIn 1979, Marvin Zelen proposed a new design for randomized clinical trials intended to facilitate clinicians' and patients' participation. The defining innovation of Zelen's proposal was random assignment of treatment prior to patient or participant consent. Following randomization, a participant would receive information and asked to consent to the assigned treatment.
methodsThis narrative review examined recent examples of Zelen design trials evaluating clinical and public health interventions.
resultsZelen designs have often been applied to questions regarding real-world treatment or intervention effects under conditions of incomplete adherence. Examples include evaluating outreach or engagement interventions (especially for stigmatized conditions), evaluating treatments for which benefit may vary according to participant motivation, and situations when assignment to a control or usual care condition might prompt a disappointment effect. Specific practical considerations determine whether a Zelen design is scientifically appropriate or practicable. Zelen design trials usually depend on identifying participants automatically from existing records rather than by advertising, referral, or active recruitment. Assessments of baseline or prognostic characteristics usually depend on available records data rather than research-specific assessments. Because investigators must consider how exposure to treatments or interventions might bias ascertainment of outcomes, assessment of outcomes from routinely created records is often necessary. A Zelen design requires a waiver of the usual requirement for informed consent prior to random assignment of treatment. The Revised Common Rule includes specific criteria for such a waiver, and those criteria are most often met for evaluation of a low-risk and potentially beneficial intervention added to usual care. Investigators and Institutional Review Boards must also consider whether the scientific or public health benefit of a Zelen design trial outweighs the autonomy interests of potential participants. Analysis of Zelen trials compares outcomes according to original assignment, regardless of any refusal to accept or participate in the assigned treatment.
conclusionsA Zelen design trial assesses the real-world consequences of a specific strategy to prompt or promote uptake of a specific treatment. While such trials are poorly suited to address explanatory or efficacy questions, they are often preferred for addressing pragmatic or policy questions.
Indexed as
Identifiers
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.