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Development of A Guideline for Reporting Mediation Analyses (AGReMA)

BACKGROUND: There are a growing number of studies using mediation analysis to understand the mechanisms of health interventions and exposures. Recent work has shown that the reporting of these studies is heterogenous and incomplete. This problem stifles clinical application, reproducibility, and evi...

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Autores principales: Cashin, Aidan G., McAuley, James H., Lamb, Sarah E., Hopewell, Sally, Kamper, Steven J., Williams, Christopher M., Henschke, Nicholas, Lee, Hopin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6998151/
https://www.ncbi.nlm.nih.gov/pubmed/32013883
http://dx.doi.org/10.1186/s12874-020-0915-5
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author Cashin, Aidan G.
McAuley, James H.
Lamb, Sarah E.
Hopewell, Sally
Kamper, Steven J.
Williams, Christopher M.
Henschke, Nicholas
Lee, Hopin
author_facet Cashin, Aidan G.
McAuley, James H.
Lamb, Sarah E.
Hopewell, Sally
Kamper, Steven J.
Williams, Christopher M.
Henschke, Nicholas
Lee, Hopin
author_sort Cashin, Aidan G.
collection PubMed
description BACKGROUND: There are a growing number of studies using mediation analysis to understand the mechanisms of health interventions and exposures. Recent work has shown that the reporting of these studies is heterogenous and incomplete. This problem stifles clinical application, reproducibility, and evidence synthesis. This paper describes the processes and methods that will be used to develop a guideline for reporting studies of mediation analyses (AGReMA). METHODS/DESIGN: AGReMA will be developed over five overlapping stages. Stage one will comprise a systematic review to examine relevant evidence on the quality of reporting in published studies that use mediation analysis. In the second stage we will consult a group of methodologists and applied researchers by using a Delphi process to identify items that should be considered for inclusion in AGReMA. The third stage will involve a consensus meeting to consolidate and prioritise key items to be included in AGReMA. The fourth stage will involve the production of AGReMA and an accompanying explanation and elaboration document. In the final stage we will disseminate the AGReMA statement via journals, conferences, and professional meetings across multiple disciplines. DISCUSSION: The development and implementation of AGReMA will improve the standardization, transparency, and completeness in the reporting of studies that use mediation analysis to understand the mechanisms of health interventions and exposures.
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spelling pubmed-69981512020-02-05 Development of A Guideline for Reporting Mediation Analyses (AGReMA) Cashin, Aidan G. McAuley, James H. Lamb, Sarah E. Hopewell, Sally Kamper, Steven J. Williams, Christopher M. Henschke, Nicholas Lee, Hopin BMC Med Res Methodol Research Article BACKGROUND: There are a growing number of studies using mediation analysis to understand the mechanisms of health interventions and exposures. Recent work has shown that the reporting of these studies is heterogenous and incomplete. This problem stifles clinical application, reproducibility, and evidence synthesis. This paper describes the processes and methods that will be used to develop a guideline for reporting studies of mediation analyses (AGReMA). METHODS/DESIGN: AGReMA will be developed over five overlapping stages. Stage one will comprise a systematic review to examine relevant evidence on the quality of reporting in published studies that use mediation analysis. In the second stage we will consult a group of methodologists and applied researchers by using a Delphi process to identify items that should be considered for inclusion in AGReMA. The third stage will involve a consensus meeting to consolidate and prioritise key items to be included in AGReMA. The fourth stage will involve the production of AGReMA and an accompanying explanation and elaboration document. In the final stage we will disseminate the AGReMA statement via journals, conferences, and professional meetings across multiple disciplines. DISCUSSION: The development and implementation of AGReMA will improve the standardization, transparency, and completeness in the reporting of studies that use mediation analysis to understand the mechanisms of health interventions and exposures. BioMed Central 2020-02-03 /pmc/articles/PMC6998151/ /pubmed/32013883 http://dx.doi.org/10.1186/s12874-020-0915-5 Text en © The Author(s). 2020 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 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.
spellingShingle Research Article
Cashin, Aidan G.
McAuley, James H.
Lamb, Sarah E.
Hopewell, Sally
Kamper, Steven J.
Williams, Christopher M.
Henschke, Nicholas
Lee, Hopin
Development of A Guideline for Reporting Mediation Analyses (AGReMA)
title Development of A Guideline for Reporting Mediation Analyses (AGReMA)
title_full Development of A Guideline for Reporting Mediation Analyses (AGReMA)
title_fullStr Development of A Guideline for Reporting Mediation Analyses (AGReMA)
title_full_unstemmed Development of A Guideline for Reporting Mediation Analyses (AGReMA)
title_short Development of A Guideline for Reporting Mediation Analyses (AGReMA)
title_sort development of a guideline for reporting mediation analyses (agrema)
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6998151/
https://www.ncbi.nlm.nih.gov/pubmed/32013883
http://dx.doi.org/10.1186/s12874-020-0915-5
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