Cargando…

Predicting severe outcomes using national early warning score (NEWS) in patients identified by a rapid response system: a retrospective cohort study

There are insufficient data in managing patients at high risk of deterioration. We aimed to investigate that national early warning score (NEWS) could predict severe outcomes in patients identified by a rapid response system (RRS), focusing on the patient’s age. We conducted a retrospective cohort s...

Descripción completa

Detalles Bibliográficos
Autores principales: Kim, Sang Hyuk, Choi, Hye Suk, Jin, Eun Suk, Choi, Hayoung, Lee, Hyun, Lee, Sang-Hwa, Lee, Chang Youl, Lee, Myung Goo, Kim, Youlim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8429773/
https://www.ncbi.nlm.nih.gov/pubmed/34504146
http://dx.doi.org/10.1038/s41598-021-97121-w
_version_ 1783750600332148736
author Kim, Sang Hyuk
Choi, Hye Suk
Jin, Eun Suk
Choi, Hayoung
Lee, Hyun
Lee, Sang-Hwa
Lee, Chang Youl
Lee, Myung Goo
Kim, Youlim
author_facet Kim, Sang Hyuk
Choi, Hye Suk
Jin, Eun Suk
Choi, Hayoung
Lee, Hyun
Lee, Sang-Hwa
Lee, Chang Youl
Lee, Myung Goo
Kim, Youlim
author_sort Kim, Sang Hyuk
collection PubMed
description There are insufficient data in managing patients at high risk of deterioration. We aimed to investigate that national early warning score (NEWS) could predict severe outcomes in patients identified by a rapid response system (RRS), focusing on the patient’s age. We conducted a retrospective cohort study from June 2019 to December 2020. Outcomes were unplanned intensive care unit (ICU) admission, ICU mortality, and in-hospital mortality. We analyzed the predictive ability of NEWS using receiver operating characteristics (ROC) curve and the effect of NEWS parameters using multivariable logistic regression. A total of 2,814 RRS activations were obtained. The predictive ability of NEWS for unplanned ICU admission and in-hospital mortality was fair but was poor for ICU mortality. The predictive ability of NEWS showed no differences between patients aged 80 years or older and under 80 years. However, body temperature affected in-hospital mortality for patients aged 80 years or older, and the inverse effect on unplanned ICU admission was observed. The NEWS showed fair predictive ability for unplanned ICU admission and in-hospital mortality among patients identified by the RRS. The different presentations of patients 80 years or older should be considered in implementing the RRS.
format Online
Article
Text
id pubmed-8429773
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-84297732021-09-13 Predicting severe outcomes using national early warning score (NEWS) in patients identified by a rapid response system: a retrospective cohort study Kim, Sang Hyuk Choi, Hye Suk Jin, Eun Suk Choi, Hayoung Lee, Hyun Lee, Sang-Hwa Lee, Chang Youl Lee, Myung Goo Kim, Youlim Sci Rep Article There are insufficient data in managing patients at high risk of deterioration. We aimed to investigate that national early warning score (NEWS) could predict severe outcomes in patients identified by a rapid response system (RRS), focusing on the patient’s age. We conducted a retrospective cohort study from June 2019 to December 2020. Outcomes were unplanned intensive care unit (ICU) admission, ICU mortality, and in-hospital mortality. We analyzed the predictive ability of NEWS using receiver operating characteristics (ROC) curve and the effect of NEWS parameters using multivariable logistic regression. A total of 2,814 RRS activations were obtained. The predictive ability of NEWS for unplanned ICU admission and in-hospital mortality was fair but was poor for ICU mortality. The predictive ability of NEWS showed no differences between patients aged 80 years or older and under 80 years. However, body temperature affected in-hospital mortality for patients aged 80 years or older, and the inverse effect on unplanned ICU admission was observed. The NEWS showed fair predictive ability for unplanned ICU admission and in-hospital mortality among patients identified by the RRS. The different presentations of patients 80 years or older should be considered in implementing the RRS. Nature Publishing Group UK 2021-09-09 /pmc/articles/PMC8429773/ /pubmed/34504146 http://dx.doi.org/10.1038/s41598-021-97121-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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 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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Kim, Sang Hyuk
Choi, Hye Suk
Jin, Eun Suk
Choi, Hayoung
Lee, Hyun
Lee, Sang-Hwa
Lee, Chang Youl
Lee, Myung Goo
Kim, Youlim
Predicting severe outcomes using national early warning score (NEWS) in patients identified by a rapid response system: a retrospective cohort study
title Predicting severe outcomes using national early warning score (NEWS) in patients identified by a rapid response system: a retrospective cohort study
title_full Predicting severe outcomes using national early warning score (NEWS) in patients identified by a rapid response system: a retrospective cohort study
title_fullStr Predicting severe outcomes using national early warning score (NEWS) in patients identified by a rapid response system: a retrospective cohort study
title_full_unstemmed Predicting severe outcomes using national early warning score (NEWS) in patients identified by a rapid response system: a retrospective cohort study
title_short Predicting severe outcomes using national early warning score (NEWS) in patients identified by a rapid response system: a retrospective cohort study
title_sort predicting severe outcomes using national early warning score (news) in patients identified by a rapid response system: a retrospective cohort study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8429773/
https://www.ncbi.nlm.nih.gov/pubmed/34504146
http://dx.doi.org/10.1038/s41598-021-97121-w
work_keys_str_mv AT kimsanghyuk predictingsevereoutcomesusingnationalearlywarningscorenewsinpatientsidentifiedbyarapidresponsesystemaretrospectivecohortstudy
AT choihyesuk predictingsevereoutcomesusingnationalearlywarningscorenewsinpatientsidentifiedbyarapidresponsesystemaretrospectivecohortstudy
AT jineunsuk predictingsevereoutcomesusingnationalearlywarningscorenewsinpatientsidentifiedbyarapidresponsesystemaretrospectivecohortstudy
AT choihayoung predictingsevereoutcomesusingnationalearlywarningscorenewsinpatientsidentifiedbyarapidresponsesystemaretrospectivecohortstudy
AT leehyun predictingsevereoutcomesusingnationalearlywarningscorenewsinpatientsidentifiedbyarapidresponsesystemaretrospectivecohortstudy
AT leesanghwa predictingsevereoutcomesusingnationalearlywarningscorenewsinpatientsidentifiedbyarapidresponsesystemaretrospectivecohortstudy
AT leechangyoul predictingsevereoutcomesusingnationalearlywarningscorenewsinpatientsidentifiedbyarapidresponsesystemaretrospectivecohortstudy
AT leemyunggoo predictingsevereoutcomesusingnationalearlywarningscorenewsinpatientsidentifiedbyarapidresponsesystemaretrospectivecohortstudy
AT kimyoulim predictingsevereoutcomesusingnationalearlywarningscorenewsinpatientsidentifiedbyarapidresponsesystemaretrospectivecohortstudy