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Translating evidence into practice: eligibility criteria fail to eliminate clinically significant differences between real-world and study populations

Randomized controlled trials (RCTs) are regarded as the most reputable source of evidence. In some studies, factors beyond the intervention itself may contribute to the measured effect, an occurrence known as heterogeneity of treatment effect (HTE). If the RCT population differs from the real-world...

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Autores principales: Averitt, Amelia J., Weng, Chunhua, Ryan, Patrick, Perotte, Adler
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7214444/
https://www.ncbi.nlm.nih.gov/pubmed/32411828
http://dx.doi.org/10.1038/s41746-020-0277-8
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author Averitt, Amelia J.
Weng, Chunhua
Ryan, Patrick
Perotte, Adler
author_facet Averitt, Amelia J.
Weng, Chunhua
Ryan, Patrick
Perotte, Adler
author_sort Averitt, Amelia J.
collection PubMed
description Randomized controlled trials (RCTs) are regarded as the most reputable source of evidence. In some studies, factors beyond the intervention itself may contribute to the measured effect, an occurrence known as heterogeneity of treatment effect (HTE). If the RCT population differs from the real-world population on factors that induce HTE, the trials effect will not replicate. The RCTs eligibility criteria should identify the sub-population in which its evidence will replicate. However, the extent to which the eligibility criteria identify the appropriate population is unknown, which raises concerns for generalizability. We compared reported data from RCTs with real-world data from the electronic health records of a large, academic medical center that was curated according to RCT eligibility criteria. Our results show fundamental differences between the RCT population and our observational cohorts, which suggests that eligibility criteria may be insufficient for identifying the applicable real-world population in which RCT evidence will replicate.
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spelling pubmed-72144442020-05-14 Translating evidence into practice: eligibility criteria fail to eliminate clinically significant differences between real-world and study populations Averitt, Amelia J. Weng, Chunhua Ryan, Patrick Perotte, Adler NPJ Digit Med Article Randomized controlled trials (RCTs) are regarded as the most reputable source of evidence. In some studies, factors beyond the intervention itself may contribute to the measured effect, an occurrence known as heterogeneity of treatment effect (HTE). If the RCT population differs from the real-world population on factors that induce HTE, the trials effect will not replicate. The RCTs eligibility criteria should identify the sub-population in which its evidence will replicate. However, the extent to which the eligibility criteria identify the appropriate population is unknown, which raises concerns for generalizability. We compared reported data from RCTs with real-world data from the electronic health records of a large, academic medical center that was curated according to RCT eligibility criteria. Our results show fundamental differences between the RCT population and our observational cohorts, which suggests that eligibility criteria may be insufficient for identifying the applicable real-world population in which RCT evidence will replicate. Nature Publishing Group UK 2020-05-11 /pmc/articles/PMC7214444/ /pubmed/32411828 http://dx.doi.org/10.1038/s41746-020-0277-8 Text en © The Author(s) 2020 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Averitt, Amelia J.
Weng, Chunhua
Ryan, Patrick
Perotte, Adler
Translating evidence into practice: eligibility criteria fail to eliminate clinically significant differences between real-world and study populations
title Translating evidence into practice: eligibility criteria fail to eliminate clinically significant differences between real-world and study populations
title_full Translating evidence into practice: eligibility criteria fail to eliminate clinically significant differences between real-world and study populations
title_fullStr Translating evidence into practice: eligibility criteria fail to eliminate clinically significant differences between real-world and study populations
title_full_unstemmed Translating evidence into practice: eligibility criteria fail to eliminate clinically significant differences between real-world and study populations
title_short Translating evidence into practice: eligibility criteria fail to eliminate clinically significant differences between real-world and study populations
title_sort translating evidence into practice: eligibility criteria fail to eliminate clinically significant differences between real-world and study populations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7214444/
https://www.ncbi.nlm.nih.gov/pubmed/32411828
http://dx.doi.org/10.1038/s41746-020-0277-8
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