Related Concept Videos
Bioavailability Study Design: Single Versus Multiple Dose Studies
Bioequivalence Experimental Study Designs: Repeated Measures, Cross-Over, Carry-Over, and Latin Square Designs
Bioequivalence Experimental Study Designs: Completely Randomized and Randomized Block Designs
Study Designs in Epidemiology
Observational studies are those where the researcher does not intervene but rather observes natural variations. They include cross-sectional, cohort, and case-control studies.
Randomized Experiments
Simple randomization
Simple...
Crossover Experiments
Crossover designs are performed even with smaller sample sizes since the samples can act as their controls. These are better than simple randomized trials since patients are exposed to all the treatments.
You might also read
Related Articles
Articles linked to this work by shared authors, journal, and citation graph.
Comparison of three algorithms to measure breast density on mammograms in a population-based screening cohort.
Assessing the role of ultra-processed foods in colorectal cancer incidence: insights from the EPIC cohort.
Related Experiment Video
Updated: May 12, 2026

The Innovation Arena: A Method for Comparing Innovative Problem-Solving Across Groups
Published on: May 13, 2022
[Cohort multiple randomized controlled trial: a solution for the evaluation of multiple interventions].
H M Lenny Verkooijen1, Kit Roes, Carla H van Gils
1Universitair Medisch Centrum Utrecht, Divisie Beeld, Utrecht, the Netherlands. h.m.verkooijen@umcutrecht.nl
The cohort multiple randomized controlled trial (cmRCT) offers a faster, more efficient way to test multiple treatments simultaneously. This design is a promising alternative to standard randomized controlled trials (RCTs) for evaluating new interventions.
Area of Science:
- Clinical Trials Methodology
- Comparative Effectiveness Research
Background:
- Standard randomized controlled trials (RCTs) face limitations in efficiently evaluating multiple interventions concurrently.
- There is a need for adaptive trial designs that can accommodate simultaneous testing of novel therapies.
Purpose of the Study:
- To introduce and describe the cohort multiple randomized controlled trial (cmRCT) as a superior alternative to traditional RCTs for multi-intervention evaluation.
- To highlight the advantages of the cmRCT design in facilitating rapid and simultaneous assessment of new treatments.
Main Methods:
- The cmRCT utilizes an underlying observational cohort of patients with a specific condition receiving standard treatment.
- Eligible patients are identified within the cohort for new interventions, with some randomly selected to receive the new treatment while others continue standard care.
- This process can be replicated concurrently for multiple interventions.
Main Results:
- The cmRCT design enables the simultaneous evaluation of numerous interventions for a single condition.
- It enhances the comparability of results across different intervention trials conducted within the same cohort.
- Patient-centered informed consent is a key procedural advantage.
Conclusions:
- The cmRCT design is a highly effective and efficient methodology for simultaneously evaluating multiple interventions.
- This innovative approach offers significant improvements over standard RCTs in specific research contexts.
- The cmRCT promotes patient-centered research practices and robust comparative effectiveness findings.
