Blinded-Into-Unblinded Interim Analyses for Clinical Trials With Time-to-Event Endpoints
Stephen Schüürhuis1, Jan Meis2, Björn Bokelmann1
1Institute of Biometry and Clinical Epidemiology, Charité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
Biometrical Journal. Biometrische Zeitschrift
|July 24, 2026
Summary
Clinical trial recruitment challenges are addressed by a new hybrid design. This approach combines blinded and unblinded interim analyses for adaptive sample size adjustments in time-to-event trials.
Area of Science:
- Biostatistics
- Clinical Trial Design
- Pharmaceutical Research
Background:
- Clinical trials frequently fail to meet patient recruitment targets.
- Time-to-event trials face complexities due to random event observation, impacting data availability at fixed times.
- Accurate sample size determination is crucial for clinical trial validity.
Purpose of the Study:
- To propose a flexible, hybrid interim analysis approach for clinical trials.
- To combine the benefits of blinded and unblinded interim analyses.
- To address challenges in adaptive trial design, particularly for time-to-event outcomes.
Main Methods:
- Development of a hybrid group-sequential trial design.
- Conditional on early stopping probabilities, the design utilizes either blinded or unblinded interim analyses.
- Focus on trials with time-to-event as the primary outcome, often characterized by long durations.
Main Results:
- The proposed hybrid approach offers flexibility in adaptive sample size determination.
- It integrates advantages of both blinded and unblinded interim analyses.
- Aims to improve trial efficiency and reliability, especially in long-duration studies.
Conclusions:
- The hybrid design provides a robust strategy for adaptive clinical trials.
- It enhances the ability to adjust sample size based on interim data while managing potential biases.
- This approach is particularly beneficial for time-to-event studies requiring design flexibility.
Related Concept Videos
Blinding
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.
Blind Procedures
Ideally, the people who observe and record the children’s behavior are unaware of who was assigned to the experimental or control group, in order to control for experimenter bias. Experimenter bias refers to the possibility that a researcher’s expectations might skew the results of the study. Remember, conducting an experiment requires a lot of planning, and the people involved in the research project have a vested interest in supporting their hypotheses. If the observers knew which child was...
Comparing the Survival Analysis of Two or More Groups
Survival analysis is a cornerstone of medical research, used to evaluate the time until an event of interest occurs, such as death, disease recurrence, or recovery. Unlike standard statistical methods, survival analysis is particularly adept at handling censored data—instances where the event has not occurred for some participants by the end of the study or remains unobserved. To address these unique challenges, specialized techniques like the Kaplan-Meier estimator, log-rank test, and Cox...
Clinical Trials: Overview
Clinical development focuses on how the drug will interact with the human body and encompasses four key phases of clinical trials, each serving a specific purpose in assessing the safety and effectiveness of new drugs. These phases overlap and build upon one another. Phase I involves a small group of healthy volunteers (typically 20-80 individuals) or, in cases where significant toxicity is expected, patients with the targeted disease, such as cancer or AIDS. The volunteers are tested for...
Clinical Trials
Clinical trials are prospective experimental studies conducted on humans to determine the safety and efficacy of treatments, drugs, diet methods, and medical devices. Using statistics in clinical trials enables researchers to derive reasonable and accurate conclusions from the collected data, allowing them to make wise decisions in uncertain situations. In medical research, statistical methods are crucial for preventing errors and bias.
There are four phases in a clinical trial. A phase one...
There are four phases in a clinical trial. A phase one...
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Biopharmaceutical studies constitute a vital field aiming to enhance drug delivery methods and refine therapeutic approaches, drawing upon diverse interdisciplinary knowledge. In research methodologies, the choice between controlled and non-controlled studies significantly influences the study's reliability and accuracy.
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast, controlled...
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast, controlled...
