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Related Concept Videos

Randomized Experiments01:13

Randomized Experiments

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...
Clinical Trials01:16

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...
Blinding01:11

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.
Clinical Trials: Overview01:11

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...
Bioequivalence Experimental Study Designs: Completely Randomized and Randomized Block Designs01:20

Bioequivalence Experimental Study Designs: Completely Randomized and Randomized Block Designs

Bioequivalence experimental study designs are crucial methodologies used in evaluating and comparing the bioavailability of different drug products. These designs are categorized into various types: completely randomized, randomized block, repeated measures, cross and carry-over, and Latin square designs.Completely randomized designs involve randomly allocating treatments to all subjects participating in the experiment. This allocation is achieved by assigning unique random numbers to subjects...
Hazard Ratio01:12

Hazard Ratio

The hazard ratio (HR) is a widely used measure in clinical trials to compare the risk of events, such as death or disease recurrence, between two groups over time. It reflects the ratio of hazard rates—the instantaneous risk of the event occurring—between a treatment group and a control group. This measure provides valuable insights into the relative effectiveness of a treatment by assessing how the risk of an event differs between the two groups.
For example, in a clinical trial evaluating a...

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Related Experiment Video

Updated: Jun 7, 2026

A Clinical Trial Assessing the Safety, Efficacy, and Delivery of Olive-Oil-Based Three-Chamber Bags for Parenteral Nutrition
04:53

A Clinical Trial Assessing the Safety, Efficacy, and Delivery of Olive-Oil-Based Three-Chamber Bags for Parenteral Nutrition

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Randomized trials stopped early for benefit: a systematic review.

Victor M Montori1, P J Devereaux, Neill K J Adhikari

  • 1Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, Ontario, Canada.

JAMA
|November 3, 2005
PubMed
Summary

Randomized clinical trials (RCTs) stopped early for benefit are increasing. These trials often lack reporting on stopping decisions and may show exaggerated treatment effects, warranting clinical skepticism.

Keywords:
Biomedical and Behavioral ResearchEmpirical Approach

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Area of Science:

  • Clinical Trials
  • Medical Research Methodology
  • Evidence-Based Medicine

Background:

  • Randomized clinical trials (RCTs) stopped early for apparent benefit gain significant attention and influence clinical practice.
  • Key aspects like the prevalence, effect magnitude, and reporting of early stopping decisions in RCTs remain unclear.

Purpose of the Study:

  • To investigate the occurrence and evaluate the reporting quality of RCTs that were terminated prematurely due to observed treatment benefits.

Main Methods:

  • A systematic review of literature databases (MEDLINE, EMBASE, Current Contents) up to November 2004 identified RCTs stopped early for benefit.
  • Data abstraction by 12 independent reviewers covered trial characteristics, funding, stopping reasons, treatment effects, and reporting of interim analyses and stopping rules.

Main Results:

  • 143 RCTs stopped early for benefit were identified, with most published in high-impact journals, often industry-funded drug trials in cardiology, oncology, and HIV/AIDS.
  • The proportion of such RCTs in high-impact journals rose from 0.5% (1990-1994) to 1.2% (2000-2004).
  • Reporting was poor, with 94% of trials failing to adequately report sample size, interim analysis details, stopping rules, or adjusted analyses. Trials with fewer events showed larger, potentially implausible, treatment effects.

Conclusions:

  • RCTs stopped early for benefit are becoming more frequent.
  • Inadequate reporting on early stopping decisions is common, particularly in trials with few events, which may show exaggerated treatment effects.
  • Clinicians should approach results from early-stopped RCTs with caution and critical evaluation.