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Identifying risk of death in children hospitalized with community-acquired pneumonia
OBJECTIVE: To externally validate a tool developed by the Pneumonia Research Partnership to Assess WHO Recommendations study group for identification of the risk of death in children hospitalized with community-acquired pneumonia, the PREPARE tool. METHODS: We did a secondary analysis of data collec...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
World Health Organization
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10042094/ https://www.ncbi.nlm.nih.gov/pubmed/37008263 http://dx.doi.org/10.2471/BLT.22.289000 |
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author | Awasthi, Shally Pandey, Anuj Kumar Mishra, Shambhavi |
author_facet | Awasthi, Shally Pandey, Anuj Kumar Mishra, Shambhavi |
author_sort | Awasthi, Shally |
collection | PubMed |
description | OBJECTIVE: To externally validate a tool developed by the Pneumonia Research Partnership to Assess WHO Recommendations study group for identification of the risk of death in children hospitalized with community-acquired pneumonia, the PREPARE tool. METHODS: We did a secondary analysis of data collected during hospital-based surveillance of children with community-acquired pneumonia in northern India from January 2015 to February 2022. We included children aged 2–59 months with pulse oximetry assessment. We used multivariable backward stepwise logistic regression analysis to assess the strength of association of the PREPARE variables (except hypothermia) with pneumonia-related death. We estimated sensitivity, specificity, and positive and negative likelihood ratios of the PREPARE score at cut-off scores ≥ 3, ≥ 4 and ≥ 5. FINDINGS: Of 10 943 children screened, 6745 (61.6%) were included in our analysis, of whom 93 (1.4%) died. Age of < 1 year, female sex, weight-for-age < −3 standard deviations, respiratory rate of ≥ 20 breaths/min higher than the age-specific cut-off, and lethargy, convulsions, cyanosis and blood oxygen saturation < 90% were associated with death. In the validation, the PREPARE score had the highest sensitivity (79.6%) with concurrent highest specificity (72.5%) to identify hospitalized children at risk of death from community-acquired pneumonia at a cut-off score of ≥ 5. Area under curve was 0.82 (95% confidence interval: 0.77–0.86). CONCLUSION: The PREPARE tool with pulse oximetry showed good discriminatory ability on external validation in northern India. The tool can be used to assess risk of death of hospitalized children aged 2–59 months with community-acquired pneumonia for early referral to higher-level facilities. |
format | Online Article Text |
id | pubmed-10042094 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | World Health Organization |
record_format | MEDLINE/PubMed |
spelling | pubmed-100420942023-04-01 Identifying risk of death in children hospitalized with community-acquired pneumonia Awasthi, Shally Pandey, Anuj Kumar Mishra, Shambhavi Bull World Health Organ Research OBJECTIVE: To externally validate a tool developed by the Pneumonia Research Partnership to Assess WHO Recommendations study group for identification of the risk of death in children hospitalized with community-acquired pneumonia, the PREPARE tool. METHODS: We did a secondary analysis of data collected during hospital-based surveillance of children with community-acquired pneumonia in northern India from January 2015 to February 2022. We included children aged 2–59 months with pulse oximetry assessment. We used multivariable backward stepwise logistic regression analysis to assess the strength of association of the PREPARE variables (except hypothermia) with pneumonia-related death. We estimated sensitivity, specificity, and positive and negative likelihood ratios of the PREPARE score at cut-off scores ≥ 3, ≥ 4 and ≥ 5. FINDINGS: Of 10 943 children screened, 6745 (61.6%) were included in our analysis, of whom 93 (1.4%) died. Age of < 1 year, female sex, weight-for-age < −3 standard deviations, respiratory rate of ≥ 20 breaths/min higher than the age-specific cut-off, and lethargy, convulsions, cyanosis and blood oxygen saturation < 90% were associated with death. In the validation, the PREPARE score had the highest sensitivity (79.6%) with concurrent highest specificity (72.5%) to identify hospitalized children at risk of death from community-acquired pneumonia at a cut-off score of ≥ 5. Area under curve was 0.82 (95% confidence interval: 0.77–0.86). CONCLUSION: The PREPARE tool with pulse oximetry showed good discriminatory ability on external validation in northern India. The tool can be used to assess risk of death of hospitalized children aged 2–59 months with community-acquired pneumonia for early referral to higher-level facilities. World Health Organization 2023-04-01 2023-02-21 /pmc/articles/PMC10042094/ /pubmed/37008263 http://dx.doi.org/10.2471/BLT.22.289000 Text en (c) 2023 The authors; licensee World Health Organization. https://creativecommons.org/licenses/by/3.0/igo/This is an open access article distributed under the terms of the Creative Commons Attribution IGO License (http://creativecommons.org/licenses/by/3.0/igo/legalcode (https://creativecommons.org/licenses/by/3.0/igo/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. In any reproduction of this article there should not be any suggestion that WHO or this article endorse any specific organization or products. The use of the WHO logo is not permitted. This notice should be preserved along with the article's original URL. |
spellingShingle | Research Awasthi, Shally Pandey, Anuj Kumar Mishra, Shambhavi Identifying risk of death in children hospitalized with community-acquired pneumonia |
title | Identifying risk of death in children hospitalized with community-acquired pneumonia |
title_full | Identifying risk of death in children hospitalized with community-acquired pneumonia |
title_fullStr | Identifying risk of death in children hospitalized with community-acquired pneumonia |
title_full_unstemmed | Identifying risk of death in children hospitalized with community-acquired pneumonia |
title_short | Identifying risk of death in children hospitalized with community-acquired pneumonia |
title_sort | identifying risk of death in children hospitalized with community-acquired pneumonia |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10042094/ https://www.ncbi.nlm.nih.gov/pubmed/37008263 http://dx.doi.org/10.2471/BLT.22.289000 |
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