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Sample sizes for cancer trials where Health Related Quality of Life is the primary outcome

Health Related Quality of Life (HRQoL) instruments are increasingly important in evaluating health care, especially in cancer trials. When planning a trial, one essential step is the calculation of a sample size, which will allow a reasonable chance (power) of detecting a pre-specified difference (e...

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Autores principales: Julious, S A, Campbell, M J, Walker, S J, George, S L, Machin, D
Formato: Texto
Lenguaje:English
Publicado: Nature Publishing Group 2000
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2374670/
https://www.ncbi.nlm.nih.gov/pubmed/10970702
http://dx.doi.org/10.1054/bjoc.2000.1383
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author Julious, S A
Campbell, M J
Walker, S J
George, S L
Machin, D
author_facet Julious, S A
Campbell, M J
Walker, S J
George, S L
Machin, D
author_sort Julious, S A
collection PubMed
description Health Related Quality of Life (HRQoL) instruments are increasingly important in evaluating health care, especially in cancer trials. When planning a trial, one essential step is the calculation of a sample size, which will allow a reasonable chance (power) of detecting a pre-specified difference (effect size) at a given level of statistical significance. It is almost mandatory to include this calculation in research protocols. Many researchers quote means and standard deviations to determine effect sizes, and assume the data will have a Normal distribution to calculate their required sample size. We have investigated the distribution of scores for two commonly used HRQoL instruments completed by lung cancer patients, and have established that scores do not have the Normal distribution form. We demonstrate that an assumption of Normality can lead to unrealistically sized studies. Our recommendation is to use a technique that is based on the fact that the HRQoL data are ordinal and makes minimal but realistic assumptions. © 2000 Cancer Research Campaign
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spelling pubmed-23746702009-09-10 Sample sizes for cancer trials where Health Related Quality of Life is the primary outcome Julious, S A Campbell, M J Walker, S J George, S L Machin, D Br J Cancer Regular Article Health Related Quality of Life (HRQoL) instruments are increasingly important in evaluating health care, especially in cancer trials. When planning a trial, one essential step is the calculation of a sample size, which will allow a reasonable chance (power) of detecting a pre-specified difference (effect size) at a given level of statistical significance. It is almost mandatory to include this calculation in research protocols. Many researchers quote means and standard deviations to determine effect sizes, and assume the data will have a Normal distribution to calculate their required sample size. We have investigated the distribution of scores for two commonly used HRQoL instruments completed by lung cancer patients, and have established that scores do not have the Normal distribution form. We demonstrate that an assumption of Normality can lead to unrealistically sized studies. Our recommendation is to use a technique that is based on the fact that the HRQoL data are ordinal and makes minimal but realistic assumptions. © 2000 Cancer Research Campaign Nature Publishing Group 2000-10 2000-09-04 /pmc/articles/PMC2374670/ /pubmed/10970702 http://dx.doi.org/10.1054/bjoc.2000.1383 Text en Copyright © 2000 Cancer Research Campaign https://creativecommons.org/licenses/by/4.0/This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material.If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit https://creativecommons.org/licenses/by/4.0/.
spellingShingle Regular Article
Julious, S A
Campbell, M J
Walker, S J
George, S L
Machin, D
Sample sizes for cancer trials where Health Related Quality of Life is the primary outcome
title Sample sizes for cancer trials where Health Related Quality of Life is the primary outcome
title_full Sample sizes for cancer trials where Health Related Quality of Life is the primary outcome
title_fullStr Sample sizes for cancer trials where Health Related Quality of Life is the primary outcome
title_full_unstemmed Sample sizes for cancer trials where Health Related Quality of Life is the primary outcome
title_short Sample sizes for cancer trials where Health Related Quality of Life is the primary outcome
title_sort sample sizes for cancer trials where health related quality of life is the primary outcome
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2374670/
https://www.ncbi.nlm.nih.gov/pubmed/10970702
http://dx.doi.org/10.1054/bjoc.2000.1383
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