Related Experiment Video
Updated: Oct 8, 2025

A Clinical Trial Assessing the Safety, Efficacy, and Delivery of Olive-Oil-Based Three-Chamber Bags for Parenteral Nutrition
Published on: September 20, 2019
Two-Stage Single-Arm Trials Are Rarely Analyzed Effectively or Reported Adequately
Michael J Grayling1, Adrian P Mander2
1Population Health Sciences Institute, Newcastle University, Newcastle, United Kingdom.
Purpose:
Two-stage single-arm designs have historically been the most common design used in phase II oncology. They remain a mainstay today, particularly for trials in rare subgroups. Consequently, it is imperative such studies be designed, analyzed, and reported effectively. We comprehensively review such trials to examine whether this is the case.
Methods:
Oncology trials that used Simon's two-stage design over a 5-year period were identified and reviewed. They were evaluated for whether they reported sufficient design (eg, required sample size) and analysis (eg, CI) details. Articles that did not adjust their inference for the incorporation of an interim analysis were also reanalyzed.
Results:
Four-hundred twenty-five articles were included. Of these, just 47.5% provided the five components that ensure design reproducibility. Only 1.2% and 2.1% reported an adjusted point estimate or CI, respectively. Just 55.3% provided the final stage rejection bound, indicating many trials did not test a hypothesis for their primary outcome. Trial reanalyses suggested reported point estimates underestimated treatment effects and reported CIs were too narrow.
Conclusion:
Key design details of two-stage single-arm trials are often unreported. Their inference is rarely performed such as to remove bias introduced by the interim analysis. These findings are particular alarming when considered against the growing trend in which nonrandomized trials make up a large proportion of all evidence on a treatment's effectiveness in a rare biomarker-defined patient subgroup. Future studies must improve the way they are analyzed and reported.
Insights
Many phase II oncology trials using two-stage single-arm designs lack essential reporting of design and analysis details. This leads to biased results, particularly concerning treatment effects in rare subgroups.
Area of Science:
- Clinical Trials
- Oncology Research
- Biostatistics
Background:
- Two-stage single-arm designs are common in phase II oncology, especially for rare subgroups.
- Effective design, analysis, and reporting are crucial for these trials.
Purpose of the Study:
- To comprehensively review phase II oncology trials using two-stage single-arm designs.
- To assess the effectiveness of their design, analysis, and reporting.
Main Methods:
- Reviewed 425 oncology trials using Simon's two-stage design over a 5-year period.
- Evaluated reporting of design (sample size) and analysis (confidence intervals) details.
- Reanalyzed articles that did not adjust for interim analysis bias.
Main Results:
- Only 47.5% of trials reported sufficient design details for reproducibility.
- Fewer than 2.1% reported adjusted confidence intervals.
- Reanalyses indicated underestimated treatment effects and overly narrow confidence intervals.
Conclusions:
- Key design details for two-stage single-arm trials are frequently omitted.
- Inference is rarely adjusted for interim analysis bias, compromising results.
- Improved analysis and reporting are essential for future oncology trials, especially nonrandomized ones.
Related Concept Videos
Clinical Trials: Overview
Clinical Trials
There are four phases in a clinical trial. A phase one...
Comparing the Survival Analysis of Two or More Groups
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
Bioavailability Study Design: Single Versus Multiple Dose Studies
Bioequivalence studies: Biowaivers

