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대응 짝 비열등성 임상시험에서 모의실험을 통한 ITT군과 PP군의 비교Simulation Study for Comparison between ITT and PP in Matched-Pair Noninferiority Clinical Trials

Other Titles
Simulation Study for Comparison between ITT and PP in Matched-Pair Noninferiority Clinical Trials
Authors
신혜원이준영안형진
Issue Date
2011
Publisher
한국보건정보통계학회
Keywords
matched pair design; non-inferiority; intention to treat (ITT); per protocol (PP); last observation carried forward (LOCF); mixed effects model repeated measure (MMRM)
Citation
보건정보통계학회지, v.36, no.2, pp.81 - 92
Indexed
KCI
OTHER
Journal Title
보건정보통계학회지
Volume
36
Number
2
Start Page
81
End Page
92
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/113579
ISSN
2465-8014
Abstract
Objectives: This research tries to evaluate proper analysis sets for matched-pair noninferiority clinical trials based on Sanchez and Chen’s work (2006). Methods: We evaluate intention-to-treat (ITT) with last observation carried forward (LOCF), ITT with mixed model for repeated measures (MMRM) and per-protocol (PP) using simulation study wit various scenarios. Results: From the simulation study, it is found that LOCF is simple and convenient to handle missing data, but it should be used with caution because it can result in biased effect estimation and lack of control on Type I error. On the other hand, ITT-MMRM has more control over Type I error and bias compared with ITT-LOCF and PP. Conclusions: In matched-pair noninferiority clinical trials, ITT with consideration of MMRM can be recommended for the primary analysis.
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