Statistical Analysis for Rating Scale in Clinical Trials.

IF 2 4区 医学 Q4 MEDICAL INFORMATICS
Mengyao Shi, Shein-Chung Chow
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引用次数: 0

Abstract

In psychiatry clinical trials, an instrument or questionnaire with rating scale is often used to access safety and efficacy of a test treatment under investigation. Statistical analysis based on the collected rating scale is then performed a determine whether there is an improvement in endpoint change from baseline mean scale. This approach needs on absolute change, however, may not actually reflect the performance of the test treatment under study because the change, which may be considered of clinically importance, may fall within the same category in terms of disease severity such as mild, moderate, and severe. In this case, it is suggested, in addition to absolute change approach, a categorical shift analysis be considered to determine whether the endpoint change from baseline has resulted in an improvement in categorical shift, in terms of disease severity shift e.g., from severe to mild or moderate. In this article, we explore the relationship between absolute change approach and categorical shift analysis based on rating scales for assessment of test treatment under study.

Abstract Image

临床试验中评级量表的统计分析。
在精神病学临床试验中,通常会使用带有评分量表的工具或问卷来了解所研究的试验疗法的安全性和有效性。然后根据收集到的评分量表进行统计分析,以确定与基线平均量表相比,终点变化是否有所改善。然而,这种需要绝对变化的方法可能无法实际反映所研究的试验疗法的性能,因为在临床上被认为具有重要意义的变化可能属于疾病严重程度的同一类别,如轻度、中度和重度。在这种情况下,建议除了采用绝对变化法外,还可考虑采用分类转变分析法,以确定终点与基线相比的变化是否导致了分类转变的改善,即疾病严重程度的转变,如从重度转变为轻度或中度。在本文中,我们将探讨绝对变化法与基于评分量表的分类移动分析之间的关系,以评估所研究的试验治疗。
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来源期刊
Therapeutic innovation & regulatory science
Therapeutic innovation & regulatory science MEDICAL INFORMATICS-PHARMACOLOGY & PHARMACY
CiteScore
3.40
自引率
13.30%
发文量
127
期刊介绍: Therapeutic Innovation & Regulatory Science (TIRS) is the official scientific journal of DIA that strives to advance medical product discovery, development, regulation, and use through the publication of peer-reviewed original and review articles, commentaries, and letters to the editor across the spectrum of converting biomedical science into practical solutions to advance human health. The focus areas of the journal are as follows: Biostatistics Clinical Trials Product Development and Innovation Global Perspectives Policy Regulatory Science Product Safety Special Populations
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