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A proposal for an additional clinical trial outcome measure assessing preventive effect as delay of events

Many effect measures used in clinical trials are problematic because they are differentially understood by patients and physicians. The emergence of novel methods such as accelerated failure-time models and quantile regression has shifted the focus of effect measurement from probability measures to...

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Autores principales: Lytsy, Per, Berglund, Lars, Sundström, Johan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3539066/
https://www.ncbi.nlm.nih.gov/pubmed/23224516
http://dx.doi.org/10.1007/s10654-012-9752-0
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author Lytsy, Per
Berglund, Lars
Sundström, Johan
author_facet Lytsy, Per
Berglund, Lars
Sundström, Johan
author_sort Lytsy, Per
collection PubMed
description Many effect measures used in clinical trials are problematic because they are differentially understood by patients and physicians. The emergence of novel methods such as accelerated failure-time models and quantile regression has shifted the focus of effect measurement from probability measures to time-to-event measures. Such modeling techniques are rapidly evolving, but matching non-parametric descriptive measures are lacking. We propose such a measure, the delay of events, demonstrating treatment effect as a gain in event-free time. We believe this measure to be of value for shared clinical decision-making. The rationale behind the measure is given, and it is conceptually explained using the Kaplan–Meier estimate and the quantile regression framework. A formula for calculation of the delay of events is given. Hypothetical and empirical examples are used to demonstrate the measure. The measure is discussed in relation to other measures highlighting the time effects of preventive treatments. There is a need to further investigate the properties of the measure as well as its role in clinical decision-making.
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spelling pubmed-35390662013-01-09 A proposal for an additional clinical trial outcome measure assessing preventive effect as delay of events Lytsy, Per Berglund, Lars Sundström, Johan Eur J Epidemiol Methods Many effect measures used in clinical trials are problematic because they are differentially understood by patients and physicians. The emergence of novel methods such as accelerated failure-time models and quantile regression has shifted the focus of effect measurement from probability measures to time-to-event measures. Such modeling techniques are rapidly evolving, but matching non-parametric descriptive measures are lacking. We propose such a measure, the delay of events, demonstrating treatment effect as a gain in event-free time. We believe this measure to be of value for shared clinical decision-making. The rationale behind the measure is given, and it is conceptually explained using the Kaplan–Meier estimate and the quantile regression framework. A formula for calculation of the delay of events is given. Hypothetical and empirical examples are used to demonstrate the measure. The measure is discussed in relation to other measures highlighting the time effects of preventive treatments. There is a need to further investigate the properties of the measure as well as its role in clinical decision-making. Springer Netherlands 2012-12-07 2012 /pmc/articles/PMC3539066/ /pubmed/23224516 http://dx.doi.org/10.1007/s10654-012-9752-0 Text en © The Author(s) 2012 https://creativecommons.org/licenses/by/2.0/ Open AccessThis article is distributed under the terms of the Creative Commons Attribution License which permits any use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited.
spellingShingle Methods
Lytsy, Per
Berglund, Lars
Sundström, Johan
A proposal for an additional clinical trial outcome measure assessing preventive effect as delay of events
title A proposal for an additional clinical trial outcome measure assessing preventive effect as delay of events
title_full A proposal for an additional clinical trial outcome measure assessing preventive effect as delay of events
title_fullStr A proposal for an additional clinical trial outcome measure assessing preventive effect as delay of events
title_full_unstemmed A proposal for an additional clinical trial outcome measure assessing preventive effect as delay of events
title_short A proposal for an additional clinical trial outcome measure assessing preventive effect as delay of events
title_sort proposal for an additional clinical trial outcome measure assessing preventive effect as delay of events
topic Methods
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3539066/
https://www.ncbi.nlm.nih.gov/pubmed/23224516
http://dx.doi.org/10.1007/s10654-012-9752-0
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