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Systematic differences in effect estimates between observational studies and randomized control trials in meta-analyses in nephrology

The limited availability of randomized controlled trials (RCTs) in nephrology undermines causal inferences in meta-analyses. Systematic reviews of observational studies have grown more common under such circumstances. We conducted systematic reviews of all comparative observational studies in nephro...

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Autores principales: Kimachi, Miho, Onishi, Akira, Tajika, Aran, Kimachi, Kimihiko, Furukawa, Toshi A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7971062/
https://www.ncbi.nlm.nih.gov/pubmed/33731727
http://dx.doi.org/10.1038/s41598-021-85519-5
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author Kimachi, Miho
Onishi, Akira
Tajika, Aran
Kimachi, Kimihiko
Furukawa, Toshi A.
author_facet Kimachi, Miho
Onishi, Akira
Tajika, Aran
Kimachi, Kimihiko
Furukawa, Toshi A.
author_sort Kimachi, Miho
collection PubMed
description The limited availability of randomized controlled trials (RCTs) in nephrology undermines causal inferences in meta-analyses. Systematic reviews of observational studies have grown more common under such circumstances. We conducted systematic reviews of all comparative observational studies in nephrology from 2006 to 2016 to assess the trends in the past decade. We then focused on the meta-analyses combining observational studies and RCTs to evaluate the systematic differences in effect estimates between study designs using two statistical methods: by estimating the ratio of odds ratios (ROR) of the pooled OR obtained from observational studies versus those from RCTs and by examining the discrepancies in their statistical significance. The number of systematic reviews of observational studies in nephrology had grown by 11.7-fold in the past decade. Among 56 records combining observational studies and RCTs, ROR suggested that the estimates between study designs agreed well (ROR 1.05, 95% confidence interval 0.90–1.23). However, almost half of the reviews led to discrepant interpretations in terms of statistical significance. In conclusion, the findings based on ROR might encourage researchers to justify the inclusion of observational studies in meta-analyses. However, caution is needed, as the interpretations based on statistical significance were less concordant than those based on ROR.
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spelling pubmed-79710622021-03-19 Systematic differences in effect estimates between observational studies and randomized control trials in meta-analyses in nephrology Kimachi, Miho Onishi, Akira Tajika, Aran Kimachi, Kimihiko Furukawa, Toshi A. Sci Rep Article The limited availability of randomized controlled trials (RCTs) in nephrology undermines causal inferences in meta-analyses. Systematic reviews of observational studies have grown more common under such circumstances. We conducted systematic reviews of all comparative observational studies in nephrology from 2006 to 2016 to assess the trends in the past decade. We then focused on the meta-analyses combining observational studies and RCTs to evaluate the systematic differences in effect estimates between study designs using two statistical methods: by estimating the ratio of odds ratios (ROR) of the pooled OR obtained from observational studies versus those from RCTs and by examining the discrepancies in their statistical significance. The number of systematic reviews of observational studies in nephrology had grown by 11.7-fold in the past decade. Among 56 records combining observational studies and RCTs, ROR suggested that the estimates between study designs agreed well (ROR 1.05, 95% confidence interval 0.90–1.23). However, almost half of the reviews led to discrepant interpretations in terms of statistical significance. In conclusion, the findings based on ROR might encourage researchers to justify the inclusion of observational studies in meta-analyses. However, caution is needed, as the interpretations based on statistical significance were less concordant than those based on ROR. Nature Publishing Group UK 2021-03-17 /pmc/articles/PMC7971062/ /pubmed/33731727 http://dx.doi.org/10.1038/s41598-021-85519-5 Text en © The Author(s) 2021 Open Access 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 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/.
spellingShingle Article
Kimachi, Miho
Onishi, Akira
Tajika, Aran
Kimachi, Kimihiko
Furukawa, Toshi A.
Systematic differences in effect estimates between observational studies and randomized control trials in meta-analyses in nephrology
title Systematic differences in effect estimates between observational studies and randomized control trials in meta-analyses in nephrology
title_full Systematic differences in effect estimates between observational studies and randomized control trials in meta-analyses in nephrology
title_fullStr Systematic differences in effect estimates between observational studies and randomized control trials in meta-analyses in nephrology
title_full_unstemmed Systematic differences in effect estimates between observational studies and randomized control trials in meta-analyses in nephrology
title_short Systematic differences in effect estimates between observational studies and randomized control trials in meta-analyses in nephrology
title_sort systematic differences in effect estimates between observational studies and randomized control trials in meta-analyses in nephrology
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7971062/
https://www.ncbi.nlm.nih.gov/pubmed/33731727
http://dx.doi.org/10.1038/s41598-021-85519-5
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