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Multiple treatment and indirect treatment comparisons: An overview of network meta-analysis

Randomized control trials and its meta-analysis has occupied the pinnacle in levels of evidence available for research. However, there were several limitations of these trials. Network meta-analysis (NMA) is a recent tool for evidence-based medicine that draws strength from direct and indirect evide...

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Autores principales: Bhatnagar, Nidhi, Lakshmi, P. V. M., Jeyashree, Kathiresan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Medknow Publications & Media Pvt Ltd 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4170532/
https://www.ncbi.nlm.nih.gov/pubmed/25276624
http://dx.doi.org/10.4103/2229-3485.140550
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author Bhatnagar, Nidhi
Lakshmi, P. V. M.
Jeyashree, Kathiresan
author_facet Bhatnagar, Nidhi
Lakshmi, P. V. M.
Jeyashree, Kathiresan
author_sort Bhatnagar, Nidhi
collection PubMed
description Randomized control trials and its meta-analysis has occupied the pinnacle in levels of evidence available for research. However, there were several limitations of these trials. Network meta-analysis (NMA) is a recent tool for evidence-based medicine that draws strength from direct and indirect evidence generated from randomized control trials. It facilitates comparisons across multiple treatment options, direct comparisons of which have not been attempted till date due to multitude of reasons. These indirect treatment comparisons of randomized controlled trials are based on similarity and consistency assumptions that follow Bayesian or frequentist statistics. Most NMAuntil date use Microsoft Windows WinBUGs Software for analysis which relies on Bayesian statistics. Methodology of NMA is expected to undergo further refinements and become robust with usage. Power and precision of indirect comparisons in NMA is a concern as it is dependent on effective number of trials, sample size and complete statistical information. However, NMA can synthesize results of considerable relevance to experts and policy makers.
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spelling pubmed-41705322014-10-01 Multiple treatment and indirect treatment comparisons: An overview of network meta-analysis Bhatnagar, Nidhi Lakshmi, P. V. M. Jeyashree, Kathiresan Perspect Clin Res Biostatistics Randomized control trials and its meta-analysis has occupied the pinnacle in levels of evidence available for research. However, there were several limitations of these trials. Network meta-analysis (NMA) is a recent tool for evidence-based medicine that draws strength from direct and indirect evidence generated from randomized control trials. It facilitates comparisons across multiple treatment options, direct comparisons of which have not been attempted till date due to multitude of reasons. These indirect treatment comparisons of randomized controlled trials are based on similarity and consistency assumptions that follow Bayesian or frequentist statistics. Most NMAuntil date use Microsoft Windows WinBUGs Software for analysis which relies on Bayesian statistics. Methodology of NMA is expected to undergo further refinements and become robust with usage. Power and precision of indirect comparisons in NMA is a concern as it is dependent on effective number of trials, sample size and complete statistical information. However, NMA can synthesize results of considerable relevance to experts and policy makers. Medknow Publications & Media Pvt Ltd 2014 /pmc/articles/PMC4170532/ /pubmed/25276624 http://dx.doi.org/10.4103/2229-3485.140550 Text en Copyright: © Perspectives in Clinical Research http://creativecommons.org/licenses/by-nc-sa/3.0 This is an open-access article distributed under the terms of the Creative Commons Attribution-Noncommercial-Share Alike 3.0 Unported, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Biostatistics
Bhatnagar, Nidhi
Lakshmi, P. V. M.
Jeyashree, Kathiresan
Multiple treatment and indirect treatment comparisons: An overview of network meta-analysis
title Multiple treatment and indirect treatment comparisons: An overview of network meta-analysis
title_full Multiple treatment and indirect treatment comparisons: An overview of network meta-analysis
title_fullStr Multiple treatment and indirect treatment comparisons: An overview of network meta-analysis
title_full_unstemmed Multiple treatment and indirect treatment comparisons: An overview of network meta-analysis
title_short Multiple treatment and indirect treatment comparisons: An overview of network meta-analysis
title_sort multiple treatment and indirect treatment comparisons: an overview of network meta-analysis
topic Biostatistics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4170532/
https://www.ncbi.nlm.nih.gov/pubmed/25276624
http://dx.doi.org/10.4103/2229-3485.140550
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