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Correcting for multiple-testing in multi-arm trials: is it necessary and is it done?
BACKGROUND: Multi-arm trials enable the evaluation of multiple treatments within a single trial. They provide a way of substantially increasing the efficiency of the clinical development process. However, since multi-arm trials test multiple hypotheses, some regulators require that a statistical cor...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4177585/ https://www.ncbi.nlm.nih.gov/pubmed/25230772 http://dx.doi.org/10.1186/1745-6215-15-364 |
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author | Wason, James M S Stecher, Lynne Mander, Adrian P |
author_facet | Wason, James M S Stecher, Lynne Mander, Adrian P |
author_sort | Wason, James M S |
collection | PubMed |
description | BACKGROUND: Multi-arm trials enable the evaluation of multiple treatments within a single trial. They provide a way of substantially increasing the efficiency of the clinical development process. However, since multi-arm trials test multiple hypotheses, some regulators require that a statistical correction be made to control the chance of making a type-1 error (false-positive). Several conflicting viewpoints are expressed in the literature regarding the circumstances in which a multiple-testing correction should be used. In this article we discuss these conflicting viewpoints and review the frequency with which correction methods are currently used in practice. METHODS: We identified all multi-arm clinical trials published in 2012 by four major medical journals. Summary data on several aspects of the trial design were extracted, including whether the trial was exploratory or confirmatory, whether a multiple-testing correction was applied and, if one was used, what type it was. RESULTS: We found that almost half (49%) of published multi-arm trials report using a multiple-testing correction. The percentage that corrected was higher for trials in which the experimental arms included multiple doses or regimens of the same treatments (67%). The percentage that corrected was higher in exploratory than confirmatory trials, although this is explained by a greater proportion of exploratory trials testing multiple doses and regimens of the same treatment. CONCLUSIONS: A sizeable proportion of published multi-arm trials do not correct for multiple-testing. Clearer guidance about whether multiple-testing correction is needed for multi-arm trials that test separate treatments against a common control group is required. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1745-6215-15-364) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4177585 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-41775852014-09-29 Correcting for multiple-testing in multi-arm trials: is it necessary and is it done? Wason, James M S Stecher, Lynne Mander, Adrian P Trials Research BACKGROUND: Multi-arm trials enable the evaluation of multiple treatments within a single trial. They provide a way of substantially increasing the efficiency of the clinical development process. However, since multi-arm trials test multiple hypotheses, some regulators require that a statistical correction be made to control the chance of making a type-1 error (false-positive). Several conflicting viewpoints are expressed in the literature regarding the circumstances in which a multiple-testing correction should be used. In this article we discuss these conflicting viewpoints and review the frequency with which correction methods are currently used in practice. METHODS: We identified all multi-arm clinical trials published in 2012 by four major medical journals. Summary data on several aspects of the trial design were extracted, including whether the trial was exploratory or confirmatory, whether a multiple-testing correction was applied and, if one was used, what type it was. RESULTS: We found that almost half (49%) of published multi-arm trials report using a multiple-testing correction. The percentage that corrected was higher for trials in which the experimental arms included multiple doses or regimens of the same treatments (67%). The percentage that corrected was higher in exploratory than confirmatory trials, although this is explained by a greater proportion of exploratory trials testing multiple doses and regimens of the same treatment. CONCLUSIONS: A sizeable proportion of published multi-arm trials do not correct for multiple-testing. Clearer guidance about whether multiple-testing correction is needed for multi-arm trials that test separate treatments against a common control group is required. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1745-6215-15-364) contains supplementary material, which is available to authorized users. BioMed Central 2014-09-17 /pmc/articles/PMC4177585/ /pubmed/25230772 http://dx.doi.org/10.1186/1745-6215-15-364 Text en © Wason et al.; licensee BioMed Central Ltd. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Wason, James M S Stecher, Lynne Mander, Adrian P Correcting for multiple-testing in multi-arm trials: is it necessary and is it done? |
title | Correcting for multiple-testing in multi-arm trials: is it necessary and is it done? |
title_full | Correcting for multiple-testing in multi-arm trials: is it necessary and is it done? |
title_fullStr | Correcting for multiple-testing in multi-arm trials: is it necessary and is it done? |
title_full_unstemmed | Correcting for multiple-testing in multi-arm trials: is it necessary and is it done? |
title_short | Correcting for multiple-testing in multi-arm trials: is it necessary and is it done? |
title_sort | correcting for multiple-testing in multi-arm trials: is it necessary and is it done? |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4177585/ https://www.ncbi.nlm.nih.gov/pubmed/25230772 http://dx.doi.org/10.1186/1745-6215-15-364 |
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