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Estimates of the mean difference in orthopaedic randomized trials: obligatory yet obscure
BACKGROUND: Randomized controlled trials in orthopaedics are powered to mainly find large effect sizes. A possible discrepancy between the estimated and the real mean difference is a challenge for statistical inference based on p-values. We explored the justifications of the mean difference estimate...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7992936/ https://www.ncbi.nlm.nih.gov/pubmed/33761900 http://dx.doi.org/10.1186/s12874-021-01249-2 |
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author | Raittio, Lauri Launonen, Antti Mattila, Ville M. Reito, Aleksi |
author_facet | Raittio, Lauri Launonen, Antti Mattila, Ville M. Reito, Aleksi |
author_sort | Raittio, Lauri |
collection | PubMed |
description | BACKGROUND: Randomized controlled trials in orthopaedics are powered to mainly find large effect sizes. A possible discrepancy between the estimated and the real mean difference is a challenge for statistical inference based on p-values. We explored the justifications of the mean difference estimates used in power calculations. The assessment of distribution of observations in the primary outcome and the possibility of ceiling effects were also assessed. METHODS: Systematic review of the randomized controlled trials with power calculations in eight clinical orthopaedic journals published between 2016 and 2019. Trials with one continuous primary outcome and 1:1 allocation were eligible. Rationales and references for the mean difference estimate were recorded from the Methods sections. The possibility of ceiling effect was addressed by the assessment of the weighted mean and standard deviation of the primary outcome and its elaboration in the Discussion section of each RCT where available. RESULTS: 264 trials were included in this study. Of these, 108 (41 %) trials provided some rationale or reference for the mean difference estimate. The most common rationales or references for the estimate of mean difference were minimal clinical important difference (16 %), observational studies on the same subject (8 %) and the ‘clinical relevance’ of the authors (6 %). In a third of the trials, the weighted mean plus 1 standard deviation of the primary outcome reached over the best value in the patient-reported outcome measure scale, indicating the possibility of ceiling effect in the outcome. CONCLUSIONS: The chosen mean difference estimates in power calculations are rarely properly justified in orthopaedic trials. In general, trials with a patient-reported outcome measure as the primary outcome do not assess or report the possibility of the ceiling effect in the primary outcome or elaborate further in the Discussion section. |
format | Online Article Text |
id | pubmed-7992936 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-79929362021-03-25 Estimates of the mean difference in orthopaedic randomized trials: obligatory yet obscure Raittio, Lauri Launonen, Antti Mattila, Ville M. Reito, Aleksi BMC Med Res Methodol Research Article BACKGROUND: Randomized controlled trials in orthopaedics are powered to mainly find large effect sizes. A possible discrepancy between the estimated and the real mean difference is a challenge for statistical inference based on p-values. We explored the justifications of the mean difference estimates used in power calculations. The assessment of distribution of observations in the primary outcome and the possibility of ceiling effects were also assessed. METHODS: Systematic review of the randomized controlled trials with power calculations in eight clinical orthopaedic journals published between 2016 and 2019. Trials with one continuous primary outcome and 1:1 allocation were eligible. Rationales and references for the mean difference estimate were recorded from the Methods sections. The possibility of ceiling effect was addressed by the assessment of the weighted mean and standard deviation of the primary outcome and its elaboration in the Discussion section of each RCT where available. RESULTS: 264 trials were included in this study. Of these, 108 (41 %) trials provided some rationale or reference for the mean difference estimate. The most common rationales or references for the estimate of mean difference were minimal clinical important difference (16 %), observational studies on the same subject (8 %) and the ‘clinical relevance’ of the authors (6 %). In a third of the trials, the weighted mean plus 1 standard deviation of the primary outcome reached over the best value in the patient-reported outcome measure scale, indicating the possibility of ceiling effect in the outcome. CONCLUSIONS: The chosen mean difference estimates in power calculations are rarely properly justified in orthopaedic trials. In general, trials with a patient-reported outcome measure as the primary outcome do not assess or report the possibility of the ceiling effect in the primary outcome or elaborate further in the Discussion section. BioMed Central 2021-03-24 /pmc/articles/PMC7992936/ /pubmed/33761900 http://dx.doi.org/10.1186/s12874-021-01249-2 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 | Research Article Raittio, Lauri Launonen, Antti Mattila, Ville M. Reito, Aleksi Estimates of the mean difference in orthopaedic randomized trials: obligatory yet obscure |
title | Estimates of the mean difference in orthopaedic randomized trials: obligatory yet obscure |
title_full | Estimates of the mean difference in orthopaedic randomized trials: obligatory yet obscure |
title_fullStr | Estimates of the mean difference in orthopaedic randomized trials: obligatory yet obscure |
title_full_unstemmed | Estimates of the mean difference in orthopaedic randomized trials: obligatory yet obscure |
title_short | Estimates of the mean difference in orthopaedic randomized trials: obligatory yet obscure |
title_sort | estimates of the mean difference in orthopaedic randomized trials: obligatory yet obscure |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7992936/ https://www.ncbi.nlm.nih.gov/pubmed/33761900 http://dx.doi.org/10.1186/s12874-021-01249-2 |
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