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Does training improve diagnostic accuracy and inter-rater agreement in applying the Berlin radiographic definition of acute respiratory distress syndrome? A multicenter prospective study
BACKGROUND: Poor inter-rater reliability in chest radiograph interpretation has been reported in the context of acute respiratory distress syndrome (ARDS), although not for the Berlin definition of ARDS. We sought to examine the effect of training material on the accuracy and consistency of intensiv...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5251343/ https://www.ncbi.nlm.nih.gov/pubmed/28107822 http://dx.doi.org/10.1186/s13054-017-1606-4 |
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author | Peng, Jin-Min Qian, Chuan-Yun Yu, Xiang-You Zhao, Ming-Yan Li, Shu-Sheng Ma, Xiao-Chun Kang, Yan Zhou, Fa-Chun He, Zhen-Yang Qin, Tie-He Yin, Yong-Jie Jiang, Li Hu, Zhen-Jie Sun, Ren-Hua Lin, Jian-Dong Li, Tong Wu, Da-Wei An, You-Zhong Ai, Yu-Hang Zhou, Li-Hua Cao, Xiang-Yuan Zhang, Xi-Jing Sun, Rong-Qing Chen, Er-Zhen Du, Bin |
author_facet | Peng, Jin-Min Qian, Chuan-Yun Yu, Xiang-You Zhao, Ming-Yan Li, Shu-Sheng Ma, Xiao-Chun Kang, Yan Zhou, Fa-Chun He, Zhen-Yang Qin, Tie-He Yin, Yong-Jie Jiang, Li Hu, Zhen-Jie Sun, Ren-Hua Lin, Jian-Dong Li, Tong Wu, Da-Wei An, You-Zhong Ai, Yu-Hang Zhou, Li-Hua Cao, Xiang-Yuan Zhang, Xi-Jing Sun, Rong-Qing Chen, Er-Zhen Du, Bin |
author_sort | Peng, Jin-Min |
collection | PubMed |
description | BACKGROUND: Poor inter-rater reliability in chest radiograph interpretation has been reported in the context of acute respiratory distress syndrome (ARDS), although not for the Berlin definition of ARDS. We sought to examine the effect of training material on the accuracy and consistency of intensivists’ chest radiograph interpretations for ARDS diagnosis. METHODS: We conducted a rater agreement study in which 286 intensivists (residents 41.3%, junior attending physicians 35.3%, and senior attending physician 23.4%) independently reviewed the same 12 chest radiographs developed by the ARDS Definition Task Force (“the panel”) before and after training. Radiographic diagnoses by the panel were classified into the consistent (n = 4), equivocal (n = 4), and inconsistent (n = 4) categories and were used as a reference. The 1.5-hour training course attended by all 286 intensivists included introduction of the diagnostic rationale, and a subsequent in-depth discussion to reach consensus for all 12 radiographs. RESULTS: Overall diagnostic accuracy, which was defined as the percentage of chest radiographs that were interpreted correctly, improved but remained poor after training (42.0 ± 14.8% before training vs. 55.3 ± 23.4% after training, p < 0.001). Diagnostic sensitivity and specificity improved after training for all diagnostic categories (p < 0.001), with the exception of specificity for the equivocal category (p = 0.883). Diagnostic accuracy was higher for the consistent category than for the inconsistent and equivocal categories (p < 0.001). Comparisons of pre-training and post-training results revealed that inter-rater agreement was poor and did not improve after training, as assessed by overall agreement (0.450 ± 0.406 vs. 0.461 ± 0.575, p = 0.792), Fleiss’s kappa (0.133 ± 0.575 vs. 0.178 ± 0.710, p = 0.405), and intraclass correlation coefficient (ICC; 0.219 vs. 0.276, p = 0.470). CONCLUSIONS: The radiographic diagnostic accuracy and inter-rater agreement were poor when the Berlin radiographic definition was used, and were not significantly improved by the training set of chest radiographs developed by the ARDS Definition Task Force. TRIAL REGISTRATION: The study was registered at ClinicalTrials.gov (registration number NCT01704066) on 6 October 2012. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13054-017-1606-4) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5251343 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-52513432017-01-26 Does training improve diagnostic accuracy and inter-rater agreement in applying the Berlin radiographic definition of acute respiratory distress syndrome? A multicenter prospective study Peng, Jin-Min Qian, Chuan-Yun Yu, Xiang-You Zhao, Ming-Yan Li, Shu-Sheng Ma, Xiao-Chun Kang, Yan Zhou, Fa-Chun He, Zhen-Yang Qin, Tie-He Yin, Yong-Jie Jiang, Li Hu, Zhen-Jie Sun, Ren-Hua Lin, Jian-Dong Li, Tong Wu, Da-Wei An, You-Zhong Ai, Yu-Hang Zhou, Li-Hua Cao, Xiang-Yuan Zhang, Xi-Jing Sun, Rong-Qing Chen, Er-Zhen Du, Bin Crit Care Research BACKGROUND: Poor inter-rater reliability in chest radiograph interpretation has been reported in the context of acute respiratory distress syndrome (ARDS), although not for the Berlin definition of ARDS. We sought to examine the effect of training material on the accuracy and consistency of intensivists’ chest radiograph interpretations for ARDS diagnosis. METHODS: We conducted a rater agreement study in which 286 intensivists (residents 41.3%, junior attending physicians 35.3%, and senior attending physician 23.4%) independently reviewed the same 12 chest radiographs developed by the ARDS Definition Task Force (“the panel”) before and after training. Radiographic diagnoses by the panel were classified into the consistent (n = 4), equivocal (n = 4), and inconsistent (n = 4) categories and were used as a reference. The 1.5-hour training course attended by all 286 intensivists included introduction of the diagnostic rationale, and a subsequent in-depth discussion to reach consensus for all 12 radiographs. RESULTS: Overall diagnostic accuracy, which was defined as the percentage of chest radiographs that were interpreted correctly, improved but remained poor after training (42.0 ± 14.8% before training vs. 55.3 ± 23.4% after training, p < 0.001). Diagnostic sensitivity and specificity improved after training for all diagnostic categories (p < 0.001), with the exception of specificity for the equivocal category (p = 0.883). Diagnostic accuracy was higher for the consistent category than for the inconsistent and equivocal categories (p < 0.001). Comparisons of pre-training and post-training results revealed that inter-rater agreement was poor and did not improve after training, as assessed by overall agreement (0.450 ± 0.406 vs. 0.461 ± 0.575, p = 0.792), Fleiss’s kappa (0.133 ± 0.575 vs. 0.178 ± 0.710, p = 0.405), and intraclass correlation coefficient (ICC; 0.219 vs. 0.276, p = 0.470). CONCLUSIONS: The radiographic diagnostic accuracy and inter-rater agreement were poor when the Berlin radiographic definition was used, and were not significantly improved by the training set of chest radiographs developed by the ARDS Definition Task Force. TRIAL REGISTRATION: The study was registered at ClinicalTrials.gov (registration number NCT01704066) on 6 October 2012. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13054-017-1606-4) contains supplementary material, which is available to authorized users. BioMed Central 2017-01-20 /pmc/articles/PMC5251343/ /pubmed/28107822 http://dx.doi.org/10.1186/s13054-017-1606-4 Text en © The Author(s). 2017 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 Peng, Jin-Min Qian, Chuan-Yun Yu, Xiang-You Zhao, Ming-Yan Li, Shu-Sheng Ma, Xiao-Chun Kang, Yan Zhou, Fa-Chun He, Zhen-Yang Qin, Tie-He Yin, Yong-Jie Jiang, Li Hu, Zhen-Jie Sun, Ren-Hua Lin, Jian-Dong Li, Tong Wu, Da-Wei An, You-Zhong Ai, Yu-Hang Zhou, Li-Hua Cao, Xiang-Yuan Zhang, Xi-Jing Sun, Rong-Qing Chen, Er-Zhen Du, Bin Does training improve diagnostic accuracy and inter-rater agreement in applying the Berlin radiographic definition of acute respiratory distress syndrome? A multicenter prospective study |
title | Does training improve diagnostic accuracy and inter-rater agreement in applying the Berlin radiographic definition of acute respiratory distress syndrome? A multicenter prospective study |
title_full | Does training improve diagnostic accuracy and inter-rater agreement in applying the Berlin radiographic definition of acute respiratory distress syndrome? A multicenter prospective study |
title_fullStr | Does training improve diagnostic accuracy and inter-rater agreement in applying the Berlin radiographic definition of acute respiratory distress syndrome? A multicenter prospective study |
title_full_unstemmed | Does training improve diagnostic accuracy and inter-rater agreement in applying the Berlin radiographic definition of acute respiratory distress syndrome? A multicenter prospective study |
title_short | Does training improve diagnostic accuracy and inter-rater agreement in applying the Berlin radiographic definition of acute respiratory distress syndrome? A multicenter prospective study |
title_sort | does training improve diagnostic accuracy and inter-rater agreement in applying the berlin radiographic definition of acute respiratory distress syndrome? a multicenter prospective study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5251343/ https://www.ncbi.nlm.nih.gov/pubmed/28107822 http://dx.doi.org/10.1186/s13054-017-1606-4 |
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