Related Experiment Video
Updated: Apr 28, 2026

08:53
Randomized, Triple-Blind, and Parallel-Controlled Trial of Transcranial Direct Current Stimulation for Cognitive Rehabilitation after Stroke
Published on: June 6, 2025
2.1K
Can response-adaptive randomization increase participation in acute stroke trials?
Jason S Tehranisa1, William J Meurer2
1From the University of Michigan Medical School, Ann Arbor (J.S.T.); and Department of Emergency Medicine (W.J.M.) and Department of Neurology (W.J.M.), University of Michigan Health System, Ann Arbor.
Stroke
|June 12, 2014
Summary
Response-adaptive randomization (RAR) trials significantly increased patient participation compared to standard trials. This adaptive design shows promise for improving recruitment in acute stroke research.
Area of Science:
- Clinical Trials
- Biostatistics
- Medical Research
Background:
- Response-adaptive randomization (RAR) trials dynamically adjust participant allocation to favor better-performing treatments.
- RAR designs offer potential advantages over standard clinical trials, particularly for improving patient participation in acute stroke studies.
Purpose of the Study:
- To evaluate patient willingness to enroll in a hypothetical acute stroke trial using response-adaptive randomization versus a standard trial design.
- To assess the impact of RAR on research participation rates and patient understanding.
Main Methods:
- A cross-sectional randomized survey of 418 adult emergency department patients (age ≥18) without acute conditions.
- Participants were randomized to view information on either an RAR or a standard hypothetical acute stroke trial.
- A multivariable logistic regression model analyzed consent rates, controlling for demographics and understanding.
Main Results:
- Participation was significantly higher in the RAR trial (67.3%) compared to the standard trial (54.5%), an absolute increase of 12.8%.
- The RAR group showed a higher odds ratio for agreeing to participate (OR, 1.89), indicating increased willingness to join research.
- Participants generally understood both trial designs well.
Conclusions:
- Hypothetical response-adaptive randomization trials demonstrated greater appeal to research participants than standard randomization.
- RAR designs hold significant potential for enhancing patient recruitment and benefiting future clinical trial participants, especially in acute stroke research.
Related Concept Videos
Randomized Experiments
6.3K
The randomization process involves assigning study participants randomly to experimental or control groups based on their probability of being equally assigned. Randomization is meant to eliminate selection bias and balance known and unknown confounding factors so that the control group is similar to the treatment group as much as possible. A computer program and a random number generator can be used to assign participants to groups in a way that minimizes bias.
Simple randomization
Simple...
Simple randomization
Simple...
6.3K
Blinding
2.9K
Blinding is a commonly used method of not telling participants which treatment a subject is receiving. Blinding is a critical part of a randomized control trial or RCT. It reduces the bias that affects the results. In an RCT, blinding is used in the form of a placebo. A placebo effect occurs when untreated subjects falsely believe they have received the treatment and report improved symptoms. A placebo or a dummy treatment is administered to subjects to negate the bias caused by such an effect.
2.9K

