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P value and Bayesian analysis in randomized-controlled trials in child health research published over 10 years, 2007 to 2017: a methodological review protocol

BACKGROUND: There is an unresolved debate about the reliability of the interpretation of P value. Some investigators have suggested that an alternative Bayesian method is preferred in conducting health research. As randomized-controlled trials (RCTs) are important in generating research evidence, we...

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Autores principales: Aregbesola, Alex, Gates, Allison, Coyle, Amanda, Sim, Shannon, Vandermeer, Ben, Skakum, Megan, Contopoulos-Ioannidis, Despina, Heath, Anna, Hartling, Lisa, Klassen, Terry P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7948362/
https://www.ncbi.nlm.nih.gov/pubmed/33691775
http://dx.doi.org/10.1186/s13643-021-01622-8
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author Aregbesola, Alex
Gates, Allison
Coyle, Amanda
Sim, Shannon
Vandermeer, Ben
Skakum, Megan
Contopoulos-Ioannidis, Despina
Heath, Anna
Hartling, Lisa
Klassen, Terry P.
author_facet Aregbesola, Alex
Gates, Allison
Coyle, Amanda
Sim, Shannon
Vandermeer, Ben
Skakum, Megan
Contopoulos-Ioannidis, Despina
Heath, Anna
Hartling, Lisa
Klassen, Terry P.
author_sort Aregbesola, Alex
collection PubMed
description BACKGROUND: There is an unresolved debate about the reliability of the interpretation of P value. Some investigators have suggested that an alternative Bayesian method is preferred in conducting health research. As randomized-controlled trials (RCTs) are important in generating research evidence, we decided to investigate the extent, if any, the inferential statistical framework in published RCTs in child health research have changed over 10 years. We aim to examine the change in P value and Bayesian analysis in RCTs in child health research papers published from 2007 to 2017. METHODS: We will search the Cochrane Central Register of Controlled Trials (Wiley) to identify relevant citations. We will leverage a pre-existing sample of child health RCTs published in 2007 (n=300) used in our previous study of reporting quality of pediatric RCTs. Using the same strategy and study selection methods, we will identify a comparable random sample of child health RCTs published in 2017 (n=300). Eligible studies will include RCTs in health research among individuals aged 21 years and below. One reviewer will select studies for inclusion and extract the data and another reviewer will verify these. Disagreements will be resolved by a discussion between reviewers or by involving another reviewer. We will perform a descriptive analysis of 2007 and 2017 samples and analyze the results using both the frequentist and Bayesian methods. We will present specific characteristics of the clinical trials from 2007 and 2017 in tabular and graphical forms. We will report the difference in the proportion of P value and Bayesian analysis between 2007 and 2017 to assess the 10-year change. Clustering around P values of significance, if observed, will be reported. DISCUSSION: This review will present the difference in the proportion of trials that reported on P value and Bayesian analysis between 2007 and 2017 to assess the 10-year change. The implications for future clinical research will be discussed and this research work will be published in a peer-reviewed journal. This review has the potential to help inform the need for a change in the methodological approach from the null hypothesis significance test to Bayesian methods. SYSTEMATIC REVIEW REGISTRATION: Open Science Framework https://osf.io/aj2df SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13643-021-01622-8.
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spelling pubmed-79483622021-03-11 P value and Bayesian analysis in randomized-controlled trials in child health research published over 10 years, 2007 to 2017: a methodological review protocol Aregbesola, Alex Gates, Allison Coyle, Amanda Sim, Shannon Vandermeer, Ben Skakum, Megan Contopoulos-Ioannidis, Despina Heath, Anna Hartling, Lisa Klassen, Terry P. Syst Rev Protocol BACKGROUND: There is an unresolved debate about the reliability of the interpretation of P value. Some investigators have suggested that an alternative Bayesian method is preferred in conducting health research. As randomized-controlled trials (RCTs) are important in generating research evidence, we decided to investigate the extent, if any, the inferential statistical framework in published RCTs in child health research have changed over 10 years. We aim to examine the change in P value and Bayesian analysis in RCTs in child health research papers published from 2007 to 2017. METHODS: We will search the Cochrane Central Register of Controlled Trials (Wiley) to identify relevant citations. We will leverage a pre-existing sample of child health RCTs published in 2007 (n=300) used in our previous study of reporting quality of pediatric RCTs. Using the same strategy and study selection methods, we will identify a comparable random sample of child health RCTs published in 2017 (n=300). Eligible studies will include RCTs in health research among individuals aged 21 years and below. One reviewer will select studies for inclusion and extract the data and another reviewer will verify these. Disagreements will be resolved by a discussion between reviewers or by involving another reviewer. We will perform a descriptive analysis of 2007 and 2017 samples and analyze the results using both the frequentist and Bayesian methods. We will present specific characteristics of the clinical trials from 2007 and 2017 in tabular and graphical forms. We will report the difference in the proportion of P value and Bayesian analysis between 2007 and 2017 to assess the 10-year change. Clustering around P values of significance, if observed, will be reported. DISCUSSION: This review will present the difference in the proportion of trials that reported on P value and Bayesian analysis between 2007 and 2017 to assess the 10-year change. The implications for future clinical research will be discussed and this research work will be published in a peer-reviewed journal. This review has the potential to help inform the need for a change in the methodological approach from the null hypothesis significance test to Bayesian methods. SYSTEMATIC REVIEW REGISTRATION: Open Science Framework https://osf.io/aj2df SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13643-021-01622-8. BioMed Central 2021-03-10 /pmc/articles/PMC7948362/ /pubmed/33691775 http://dx.doi.org/10.1186/s13643-021-01622-8 Text en © The Author(s) 2021 Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. 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 in a credit line to the data.
spellingShingle Protocol
Aregbesola, Alex
Gates, Allison
Coyle, Amanda
Sim, Shannon
Vandermeer, Ben
Skakum, Megan
Contopoulos-Ioannidis, Despina
Heath, Anna
Hartling, Lisa
Klassen, Terry P.
P value and Bayesian analysis in randomized-controlled trials in child health research published over 10 years, 2007 to 2017: a methodological review protocol
title P value and Bayesian analysis in randomized-controlled trials in child health research published over 10 years, 2007 to 2017: a methodological review protocol
title_full P value and Bayesian analysis in randomized-controlled trials in child health research published over 10 years, 2007 to 2017: a methodological review protocol
title_fullStr P value and Bayesian analysis in randomized-controlled trials in child health research published over 10 years, 2007 to 2017: a methodological review protocol
title_full_unstemmed P value and Bayesian analysis in randomized-controlled trials in child health research published over 10 years, 2007 to 2017: a methodological review protocol
title_short P value and Bayesian analysis in randomized-controlled trials in child health research published over 10 years, 2007 to 2017: a methodological review protocol
title_sort p value and bayesian analysis in randomized-controlled trials in child health research published over 10 years, 2007 to 2017: a methodological review protocol
topic Protocol
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7948362/
https://www.ncbi.nlm.nih.gov/pubmed/33691775
http://dx.doi.org/10.1186/s13643-021-01622-8
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