Planning and analysis of three‐arm non‐inferiority trials with binary endpoints
Abstract
Three‐arm trials including an experimental treatment, an active control and a placebo group are frequently preferred for the assessment of non‐inferiority. In contrast to two‐arm non‐inferiority studies, these designs allow a direct proof of efficacy of a new treatment by comparison with placebo. As a further advantage, the test problem for establishing non‐inferiority can be formulated in such a way that rejection of the null hypothesis assures that a pre‐defined portion of the (unknown) effect the reference shows versus placebo is preserved by the treatment under investigation. We present statistical methods for this study design and the situation of a binary outcome variable. Asymptotic test procedures are given and their actual type I error rates are calculated. Approximate sample size formulae are derived and their accuracy is discussed. Furthermore, the question of optimal allocation of the total sample size is considered. Power properties of the testing strategy including a pre‐test for assay sensitivity are presented. The derived methods are illustrated by application to a clinical trial in depression. Copyright © 2006 John Wiley & Sons, Ltd.
Citing Literature
Number of times cited according to CrossRef: 34
- Niansheng Tang, Bin Yu, Simultaneous confidence interval for assessing non‐inferiority with assay sensitivity in a three‐arm trial with binary endpoints, Pharmaceutical Statistics, 10.1002/pst.2010, 19, 5, (518-531), (2020).
- Samiran Ghosh, Erina Paul, Shrabanti Chowdhury, Ram C. Tiwari, New approaches for testing non-inferiority for three-arm trials with Poisson distributed outcomes, Biostatistics, 10.1093/biostatistics/kxaa014, (2020).
- Gosuke Homma, Takashi Daimon, Sample Size Calculation for “Gold-Standard” Noninferiority Trials With Fixed Margins and Negative Binomial Endpoints, Statistics in Biopharmaceutical Research, 10.1080/19466315.2020.1766551, (1-13), (2020).
- Gosuke Homma, Takashi Daimon, Sequential parallel comparison design for “gold standard” noninferiority trials with a prespecified margin, Biometrical Journal, 10.1002/bimj.201800394, 61, 6, (1493-1506), (2019).
- Shrabanti Chowdhury, Ram C. Tiwari, Samiran Ghosh, Bayesian Approach for Assessing Non-Inferiority in Three-Arm Trials for Risk Ratio and Odds Ratio, Statistics in Biopharmaceutical Research, 10.1080/19466315.2018.1554504, 11, 1, (34-43), (2019).
- Shrabanti Chowdhury, Ram C. Tiwari, Samiran Ghosh, Non-inferiority testing for risk ratio, odds ratio and number needed to treat in three-arm trial, Computational Statistics & Data Analysis, 10.1016/j.csda.2018.08.018, (2018).
- Santu Ghosh, Ram C. Tiwari, Samiran Ghosh, Bayesian approach for assessing noninferiority in a three‐arm trial with binary endpoint, Pharmaceutical Statistics, 10.1002/pst.1851, 17, 4, (342-357), (2018).
- Eisuke Hida, Toshiro Tango, Design and analysis of a 3‐arm noninferiority trial with a prespecified margin for the hazard ratio, Pharmaceutical Statistics, 10.1002/pst.1875, 17, 5, (489-503), (2018).
- Wenqing Li, Ming-Hui Chen, Xiaojing Wang, Dipak K. Dey, Bayesian Design of Non-inferiority Clinical Trials Via the Bayes Factor, Statistics in Biosciences, 10.1007/s12561-017-9200-5, 10, 2, (439-459), (2017).
- Tobias Mütze, Tim Friede, Blinded sample size re‐estimation in three‐arm trials with ‘gold standard’ design, Statistics in Medicine, 10.1002/sim.7356, 36, 23, (3636-3653), (2017).
- Ying Wu, Yiqun Li, Yan Hou, Kang Li, Xiaohua Zhou, Study duration for three-arm non-inferiority survival trials designed for accrual by cohorts, Statistical Methods in Medical Research, 10.1177/0962280216633908, 27, 2, (507-520), (2016).
- Tobias Mütze, Frank Konietschke, Axel Munk, Tim Friede, A studentized permutation test for three‐arm trials in the ‘gold standard’ design, Statistics in Medicine, 10.1002/sim.7176, 36, 6, (883-898), (2016).
- Toshimitsu Ochiai, Toshimitsu Hamasaki, Scott R. Evans, Koko Asakura, Yuko Ohno, Group-sequential three-arm noninferiority clinical trial designs, Journal of Biopharmaceutical Statistics, 10.1080/10543406.2016.1148710, 27, 1, (1-24), (2016).
- Toshimitsu Hamasaki, Koko Asakura, Scott R. Evans, Toshimitsu Ochiai, Toshimitsu Hamasaki, Koko Asakura, Scott R. Evans, Toshimitsu Ochiai, Group-Sequential Three-Arm Non-inferiority Clinical Trials, Group-Sequential Clinical Trials with Multiple Co-Objectives, 10.1007/978-4-431-55900-9_6, (81-95), (2016).
- Ming Zhou, Sudeep Kundu, Some practical considerations in three‐arm non‐inferiority trial design, Pharmaceutical Statistics, 10.1002/pst.1779, 15, 6, (550-559), (2016).
- Hezhi Lu, Hua Jin, Weixiong Zeng, A more efficient three-arm non-inferiority test based on pooled estimators of the homogeneous variance, Statistical Methods in Medical Research, 10.1177/0962280216681036, (096228021668103), (2016).
- Tobias Mütze, Axel Munk, Tim Friede, Design and analysis of three‐arm trials with negative binomially distributed endpoints, Statistics in Medicine, 10.1002/sim.6738, 35, 4, (505-521), (2015).
- Ying Wu, Liang Zhao, Yan Hou, Kang Li, Xiaohua Zhou, Correcting for non‐compliance in randomized non‐inferiority trials with active and placebo control using structural models, Statistics in Medicine, 10.1002/sim.6392, 34, 6, (950-965), (2014).
- Nian-Sheng Tang, Bin Yu, Man-Lai Tang, Testing non-inferiority of a new treatment in three-arm clinical trials with binary endpoints, BMC Medical Research Methodology, 10.1186/1471-2288-14-134, 14, 1, (2014).
- Karola Kombrink, Axel Munk, Tim Friede, Design and semiparametric analysis of non‐inferiority trials with active and placebo control for censored time‐to‐event data, Statistics in Medicine, 10.1002/sim.5769, 32, 18, (3055-3066), (2013).
- Patrick Schlömer, Werner Brannath, Group sequential designs for three‐arm ‘gold standard’ non‐inferiority trials with fixed margin, Statistics in Medicine, 10.1002/sim.5950, 32, 28, (4875-4889), (2013).
- Eisuke Hida, Toshiro Tango, Three-Arm Noninferiority Trials with a Prespecified Margin for Inference of the Difference in the Proportions of Binary Endpoints, Journal of Biopharmaceutical Statistics, 10.1080/10543406.2013.789893, 23, 4, (774-789), (2013).
- Kathrin Stucke, Meinhard Kieser, A general approach for sample size calculation for the three‐arm ‘gold standard’ non‐inferiority design, Statistics in Medicine, 10.1002/sim.5461, 31, 28, (3579-3596), (2012).
- Pulak Ghosh, Farouk Nathoo,, Mithat Gönen, Ram C. Tiwari, Assessing noninferiority in a three‐arm trial using the Bayesian approach, Statistics in Medicine, 10.1002/sim.4244, 30, 15, (1795-1808), (2011).
- Meinhard Kieser, Tim Friede, Planning and analysis of three‐arm non‐inferiority trials with binary endpoints, Statistics in Medicine, 10.1002/sim.4113, 30, 3, (300-300), (2011).
- Ivan Chan, Three-Arm Non-Inferiority Trials, Design and Analysis of Non-Inferiority Trials, 10.1201/b11039-7, (149-165), (2011).
- Mark Chang, Mark Chang, Noninferiority Trial Design, Modern Issues and Methods in Biostatistics, 10.1007/978-1-4419-9842-2_3, (59-86), (2011).
- Ming‐Hui Chen, Joseph G. Ibrahim, Peter Lam, Alan Yu, Yuanye Zhang, Bayesian Design of Noninferiority Trials for Medical Devices Using Historical Data, Biometrics, 10.1111/j.1541-0420.2011.01561.x, 67, 3, (1163-1170), (2011).
- Eisuke Hida, Toshiro Tango, On the three‐arm non‐inferiority trial including a placebo with a prespecified margin, Statistics in Medicine, 10.1002/sim.4099, 30, 3, (224-231), (2010).
- Gang Li, Shan Gao, A group sequential type design for three‐arm non‐inferiority trials with binary endpoints, Biometrical Journal, 10.1002/bimj.200900188, 52, 4, (504-518), (2010).
- Fadoua Balabdaoui, Matthias Mielke, Axel Munk, The likelihood ratio test for non-standard hypotheses near the boundary of the null – with application to the assessment of non-inferiority, Statistics & Decisions, 10.1524/stnd.2009.1022, 27, 1, (2009).
- Matthias Mielke, A. Munk, A. Schacht, The assessment of non‐inferiority in a gold standard design with censored, exponentially distributed endpoints, Statistics in Medicine, 10.1002/sim.3348, 27, 25, (5093-5110), (2008).
- Tim Friede, Charles Mitchell, Günther Müller‐Velten, Blinded Sample Size Reestimation in Non‐Inferiority Trials with Binary Endpoints, Biometrical Journal, 10.1002/bimj.200610373, 49, 6, (903-916), (2007).
- Claudia Borelli, Gunther Klövekorn, Thomas-Matthias Ernst, Rolf-Hasso Bödeker, Hans Christian Korting, Claudia Neumeister, Comparative Study of 2% Sertaconazole Solution and Cream Formulations in Patients with Tinea Corporis, Tinea Pedis Interdigitalis, or a Corresponding Candidosis, American Journal of Clinical Dermatology, 10.2165/00128071-200708060-00007, 8, 6, (371-378), (2007).




