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Evaluating the Interrater Agreement and Acceptability of a New Reference Tool for Assessing Respiratory Rate in Children under Five with Cough and/or Difficulty Breathing
BACKGROUND: Manual assessment of respiratory rate (RR) in children is unreliable, but remains the main method to diagnose pneumonia in low-resource settings. While automated RR counters offer a potential solution, there is currently no gold standard to validate these diagnostic aids. A video-based r...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8201841/ https://www.ncbi.nlm.nih.gov/pubmed/34124753 http://dx.doi.org/10.1093/tropej/fmab046 |
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author | Stratil, Ann-Sophie Ward, Charlotte Habte, Tedila Maurel, Alice Antson, Max Naydenova, Elina Baker, Kevin |
author_facet | Stratil, Ann-Sophie Ward, Charlotte Habte, Tedila Maurel, Alice Antson, Max Naydenova, Elina Baker, Kevin |
author_sort | Stratil, Ann-Sophie |
collection | PubMed |
description | BACKGROUND: Manual assessment of respiratory rate (RR) in children is unreliable, but remains the main method to diagnose pneumonia in low-resource settings. While automated RR counters offer a potential solution, there is currently no gold standard to validate these diagnostic aids. A video-based reference tool is proposed that allows users to annotate breaths and distortions including movement periods, allowing the exclusion of distortions from the computation of RR measures similar to how new diagnostic aids account for distortions automatically. This study evaluated the interrater agreement and acceptability of the new reference tool. METHODS: Annotations were based on previously recorded reference videos of children under five years old with cough and/or difficulty breathing (n = 50). Five randomly selected medical experts from a panel of ten annotated each video. RR measures (breaths per minute, bpm) were computed as the number of annotated certain breaths divided by the length of calm periods after removing annotated distorted periods. RESULTS: Reviewers showed good interrater agreement on continuous RR {standard error of measurement (SEM) [4.8 (95%CI 4.4–5.3)]} and substantial agreement on classification of fast breathing (Fleiss kappa, κ 0.71). Agreement was lowest in the youngest age group [< 2 months: SEM 6.2 (5.4–7.4) bpm, κ 0.48; 2–11 months: 4.7 (4.0–5.8) bpm, κ 0.84; 12–59 months: 2.6 (2.2–3.1) bpm, κ 0.8]. Reviewers found the functionalities of the tool helpful in annotating breaths, but remained uncertain about the validity of their annotations. CONCLUSIONS: Before the new tool can be considered a reference standard for RR assessments, interrater agreement in children younger than 2 months must be improved. |
format | Online Article Text |
id | pubmed-8201841 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-82018412021-06-15 Evaluating the Interrater Agreement and Acceptability of a New Reference Tool for Assessing Respiratory Rate in Children under Five with Cough and/or Difficulty Breathing Stratil, Ann-Sophie Ward, Charlotte Habte, Tedila Maurel, Alice Antson, Max Naydenova, Elina Baker, Kevin J Trop Pediatr Original Paper BACKGROUND: Manual assessment of respiratory rate (RR) in children is unreliable, but remains the main method to diagnose pneumonia in low-resource settings. While automated RR counters offer a potential solution, there is currently no gold standard to validate these diagnostic aids. A video-based reference tool is proposed that allows users to annotate breaths and distortions including movement periods, allowing the exclusion of distortions from the computation of RR measures similar to how new diagnostic aids account for distortions automatically. This study evaluated the interrater agreement and acceptability of the new reference tool. METHODS: Annotations were based on previously recorded reference videos of children under five years old with cough and/or difficulty breathing (n = 50). Five randomly selected medical experts from a panel of ten annotated each video. RR measures (breaths per minute, bpm) were computed as the number of annotated certain breaths divided by the length of calm periods after removing annotated distorted periods. RESULTS: Reviewers showed good interrater agreement on continuous RR {standard error of measurement (SEM) [4.8 (95%CI 4.4–5.3)]} and substantial agreement on classification of fast breathing (Fleiss kappa, κ 0.71). Agreement was lowest in the youngest age group [< 2 months: SEM 6.2 (5.4–7.4) bpm, κ 0.48; 2–11 months: 4.7 (4.0–5.8) bpm, κ 0.84; 12–59 months: 2.6 (2.2–3.1) bpm, κ 0.8]. Reviewers found the functionalities of the tool helpful in annotating breaths, but remained uncertain about the validity of their annotations. CONCLUSIONS: Before the new tool can be considered a reference standard for RR assessments, interrater agreement in children younger than 2 months must be improved. Oxford University Press 2021-06-13 /pmc/articles/PMC8201841/ /pubmed/34124753 http://dx.doi.org/10.1093/tropej/fmab046 Text en © The Author(s) [2021]. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Paper Stratil, Ann-Sophie Ward, Charlotte Habte, Tedila Maurel, Alice Antson, Max Naydenova, Elina Baker, Kevin Evaluating the Interrater Agreement and Acceptability of a New Reference Tool for Assessing Respiratory Rate in Children under Five with Cough and/or Difficulty Breathing |
title | Evaluating the Interrater Agreement and Acceptability of a New Reference Tool for Assessing Respiratory Rate in Children under Five with Cough and/or Difficulty Breathing |
title_full | Evaluating the Interrater Agreement and Acceptability of a New Reference Tool for Assessing Respiratory Rate in Children under Five with Cough and/or Difficulty Breathing |
title_fullStr | Evaluating the Interrater Agreement and Acceptability of a New Reference Tool for Assessing Respiratory Rate in Children under Five with Cough and/or Difficulty Breathing |
title_full_unstemmed | Evaluating the Interrater Agreement and Acceptability of a New Reference Tool for Assessing Respiratory Rate in Children under Five with Cough and/or Difficulty Breathing |
title_short | Evaluating the Interrater Agreement and Acceptability of a New Reference Tool for Assessing Respiratory Rate in Children under Five with Cough and/or Difficulty Breathing |
title_sort | evaluating the interrater agreement and acceptability of a new reference tool for assessing respiratory rate in children under five with cough and/or difficulty breathing |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8201841/ https://www.ncbi.nlm.nih.gov/pubmed/34124753 http://dx.doi.org/10.1093/tropej/fmab046 |
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