医疗器械随机对照试验与自适应设计的特征
Gui Su1, Dan Shen2, Dongyuan Deng1
1Department of Clinical Research & Medical Science, Medtronic China, 22nd Floor, Block D, The Place Tower, No. 9 Guanghua Road, Chaoyang District, Beijing, 100020, China.
Journal of comparative effectiveness research
|December 10, 2024
概括
医疗器械临床试验中的自适应设计正在减少,其中组序列设计和样本大小重新评估是最常见的. 这项研究描述了它们的使用和随着时间的推移的趋势.
科学领域:
- 临床试验方法论 临床试验方法论
- 医疗器械研究 医疗器械研究
- 生物统计学 生物统计学
背景情况:
- 适应性设计在药物随机对照试验 (RCT) 中很常见,但它们在医疗器械RCT中的应用理解较少.
- 在医疗器械RCT中描述适应性设计的使用对于理解试验方法和趋势至关重要.
研究的目的:
- 描述医疗器械随机对照试验 (RCT),利用适应性设计.
- 分析适应性医疗器械RCT的趋势和共同特征.
主要方法:
- 在2000年1月至2024年10月期间,搜索了临床试验.gov,ICTRP和ISRCTN注册表的适应性医疗器械RCT.
- 分析年度数量,比例,设计类型,赞助商,治疗领域,试验阶段和确定试验的监管状态.
- 使用自适应设计关键字和医疗器械公司名称来获得全面的搜索术语.
主要成果:
- 在ClinicalTrials.gov上确定了105个适应性医疗器械RCT (每1000个试验中有2.112个试验).
- 与较早的时期相比,自适应性试验的比例在2017-2024年间显著下降 (1.29±0.85每1000次试验).
- 组序列设计 (50.5%),样本大小重新评估 (17.1%) 和优越性/非劣势性调查 (10.5%) 是最常见的适应性设计. 大多数试验都是私人赞助,在欧洲/北美进行,专注于心脏病,并且是市场后的.
结论:
- 在clinicaltrials.gov注册的医疗器械RCT中使用自适应设计在过去十年中已经下降.
- 群组顺序设计,样本大小重新评估和优越性/非劣势性设计仍然是该领域最普遍的适应性策略.
- 与市场前试验相比,市场后试验在适应性设计中表现出更大的多样性.
更多相关视频
相关概念视频
Blinding
2.4K
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.
2.4K
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
120
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,...
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
120
Randomized Experiments
6.7K
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...
6.7K
Crossover Experiments
2.7K
Crossover experiments, also called the repeated-measurements design, is a study design in which all experimental units are exposed to all treatments in different periods. Crossover experiments are generally used in psychology, the pharmaceutical industry, agriculture, and medicine.
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.
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.
2.7K
Blind Procedures
10.6K
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...
10.6K
Group Design
8.9K
The most basic experimental design involves two groups: the experimental group and the control group. The two groups are designed to be the same except for one difference— experimental manipulation. The experimental group gets the experimental manipulation—that is, the treatment or variable being tested—and the control group does not. Since experimental manipulation is the only difference between the experimental and control groups, we can be sure that any differences between...
8.9K


