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Randomization in clinical studies

Randomized controlled trial is widely accepted as the best design for evaluating the efficacy of a new treatment because of the advantages of randomization (random allocation). Randomization eliminates accidental bias, including selection bias, and provides a base for allowing the use of probability...

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Detalles Bibliográficos
Autores principales: Lim, Chi-Yeon, In, Junyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korean Society of Anesthesiologists 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6547231/
https://www.ncbi.nlm.nih.gov/pubmed/30929415
http://dx.doi.org/10.4097/kja.19049
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author Lim, Chi-Yeon
In, Junyong
author_facet Lim, Chi-Yeon
In, Junyong
author_sort Lim, Chi-Yeon
collection PubMed
description Randomized controlled trial is widely accepted as the best design for evaluating the efficacy of a new treatment because of the advantages of randomization (random allocation). Randomization eliminates accidental bias, including selection bias, and provides a base for allowing the use of probability theory. Despite its importance, randomization has not been properly understood. This article introduces the different randomization methods with examples: simple randomization; block randomization; adaptive randomization, including minimization; and response-adaptive randomization. Ethics related to randomization are also discussed. The study is helpful in understanding the basic concepts of randomization and how to use R software.
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spelling pubmed-65472312019-06-17 Randomization in clinical studies Lim, Chi-Yeon In, Junyong Korean J Anesthesiol Statistical Round Randomized controlled trial is widely accepted as the best design for evaluating the efficacy of a new treatment because of the advantages of randomization (random allocation). Randomization eliminates accidental bias, including selection bias, and provides a base for allowing the use of probability theory. Despite its importance, randomization has not been properly understood. This article introduces the different randomization methods with examples: simple randomization; block randomization; adaptive randomization, including minimization; and response-adaptive randomization. Ethics related to randomization are also discussed. The study is helpful in understanding the basic concepts of randomization and how to use R software. Korean Society of Anesthesiologists 2019-06 2019-04-01 /pmc/articles/PMC6547231/ /pubmed/30929415 http://dx.doi.org/10.4097/kja.19049 Text en Copyright © The Korean Society of Anesthesiologists, 2019 This is an open-access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Statistical Round
Lim, Chi-Yeon
In, Junyong
Randomization in clinical studies
title Randomization in clinical studies
title_full Randomization in clinical studies
title_fullStr Randomization in clinical studies
title_full_unstemmed Randomization in clinical studies
title_short Randomization in clinical studies
title_sort randomization in clinical studies
topic Statistical Round
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6547231/
https://www.ncbi.nlm.nih.gov/pubmed/30929415
http://dx.doi.org/10.4097/kja.19049
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