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National Early Warning Score in Predicting Adverse Outcomes for Patients Admitted to Emergency Department; a Prognostic Accuracy Study

INTRODUCTION: Overcrowding in emergency departments (ED) is a global concern, emphasizing the need for effective resource allocation. Triage plays a crucial role in prioritizing patients based on medical needs. This study aimed to evaluate the accuracy of National Early Warning Score (NEWS) in predi...

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Autores principales: Asgarzadeh, Setareh, Ebadi, Abbas, Shahrbabaki, Ali Saberi, Safari, Saeed, Aghili, Seyed Hadi, Farhang Ranjbar, Mehri, Sadeghi, Shayan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Shahid Beheshti University of Medical Sciences 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10674069/
https://www.ncbi.nlm.nih.gov/pubmed/38022714
http://dx.doi.org/10.22037/aaem.v12i1.2155
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author Asgarzadeh, Setareh
Ebadi, Abbas
Shahrbabaki, Ali Saberi
Safari, Saeed
Aghili, Seyed Hadi
Farhang Ranjbar, Mehri
Sadeghi, Shayan
author_facet Asgarzadeh, Setareh
Ebadi, Abbas
Shahrbabaki, Ali Saberi
Safari, Saeed
Aghili, Seyed Hadi
Farhang Ranjbar, Mehri
Sadeghi, Shayan
author_sort Asgarzadeh, Setareh
collection PubMed
description INTRODUCTION: Overcrowding in emergency departments (ED) is a global concern, emphasizing the need for effective resource allocation. Triage plays a crucial role in prioritizing patients based on medical needs. This study aimed to evaluate the accuracy of National Early Warning Score (NEWS) in predicting the ED patients’ outcomes. METHODS: A cross-sectional study was conducted in two tertiary hospitals in Tehran, Iran, from June to July 2023. Adult patients presenting to ED were included. Data for calculating the NEWs and emergency severity index (ESI), as well as outcomes were recorded by trained nurses, and then the accuracy of each score in predicting the outcomes was evaluated. RESULTS: A total of 2,085 patients were analyzed. The majority were male (57%) with a mean age of 54.4 years. The primary outcome, cardiopulmonary resuscitation (CPR) within 24 hours of admission, occurred in 1.9% of patients, while the need for intensive care unit (ICU) care and/or mechanical ventilation happened in 3.4%, and CPR or need for ICU care and/or mechanical ventilation was observed in 4.3% of studied cases. Each one-point increase in NEWS was associated with a 52% higher likelihood of CPR (95% confidence interval (CI): 1.41 to 1.65, p<0.001). Receiver operating characteristic curve analyses for the NEWS yielded the optimum cut-off value to be 6 for all three outcomes, with an overall area under the curve (AUC) of 0.856 (95% CI: 0.840 to 0.871), 0.834 (95% CI: 0.817 to 0.850), and 0.854 (95% CI: 0.838 to 0.869) for the primary, secondary, and tertiary outcomes, respectively. CONCLUSION: NEWS ≥ 6 was associated with a higher incidence of adverse outcomes, including ICU admission and need for CPR. The good predictive validity of NEWS highlights its value in identifying patients at higher risk of adverse outcomes.
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spelling pubmed-106740692023-11-01 National Early Warning Score in Predicting Adverse Outcomes for Patients Admitted to Emergency Department; a Prognostic Accuracy Study Asgarzadeh, Setareh Ebadi, Abbas Shahrbabaki, Ali Saberi Safari, Saeed Aghili, Seyed Hadi Farhang Ranjbar, Mehri Sadeghi, Shayan Arch Acad Emerg Med Research Article INTRODUCTION: Overcrowding in emergency departments (ED) is a global concern, emphasizing the need for effective resource allocation. Triage plays a crucial role in prioritizing patients based on medical needs. This study aimed to evaluate the accuracy of National Early Warning Score (NEWS) in predicting the ED patients’ outcomes. METHODS: A cross-sectional study was conducted in two tertiary hospitals in Tehran, Iran, from June to July 2023. Adult patients presenting to ED were included. Data for calculating the NEWs and emergency severity index (ESI), as well as outcomes were recorded by trained nurses, and then the accuracy of each score in predicting the outcomes was evaluated. RESULTS: A total of 2,085 patients were analyzed. The majority were male (57%) with a mean age of 54.4 years. The primary outcome, cardiopulmonary resuscitation (CPR) within 24 hours of admission, occurred in 1.9% of patients, while the need for intensive care unit (ICU) care and/or mechanical ventilation happened in 3.4%, and CPR or need for ICU care and/or mechanical ventilation was observed in 4.3% of studied cases. Each one-point increase in NEWS was associated with a 52% higher likelihood of CPR (95% confidence interval (CI): 1.41 to 1.65, p<0.001). Receiver operating characteristic curve analyses for the NEWS yielded the optimum cut-off value to be 6 for all three outcomes, with an overall area under the curve (AUC) of 0.856 (95% CI: 0.840 to 0.871), 0.834 (95% CI: 0.817 to 0.850), and 0.854 (95% CI: 0.838 to 0.869) for the primary, secondary, and tertiary outcomes, respectively. CONCLUSION: NEWS ≥ 6 was associated with a higher incidence of adverse outcomes, including ICU admission and need for CPR. The good predictive validity of NEWS highlights its value in identifying patients at higher risk of adverse outcomes. Shahid Beheshti University of Medical Sciences 2023-11-01 /pmc/articles/PMC10674069/ /pubmed/38022714 http://dx.doi.org/10.22037/aaem.v12i1.2155 Text en https://creativecommons.org/licenses/by-nc/3.0/This open-access article distributed under the terms of the Creative Commons Attribution NonCommercial 3.0 License (CC BY-NC 3.0 https://creativecommons.org/licenses/by-nc/3.0/).
spellingShingle Research Article
Asgarzadeh, Setareh
Ebadi, Abbas
Shahrbabaki, Ali Saberi
Safari, Saeed
Aghili, Seyed Hadi
Farhang Ranjbar, Mehri
Sadeghi, Shayan
National Early Warning Score in Predicting Adverse Outcomes for Patients Admitted to Emergency Department; a Prognostic Accuracy Study
title National Early Warning Score in Predicting Adverse Outcomes for Patients Admitted to Emergency Department; a Prognostic Accuracy Study
title_full National Early Warning Score in Predicting Adverse Outcomes for Patients Admitted to Emergency Department; a Prognostic Accuracy Study
title_fullStr National Early Warning Score in Predicting Adverse Outcomes for Patients Admitted to Emergency Department; a Prognostic Accuracy Study
title_full_unstemmed National Early Warning Score in Predicting Adverse Outcomes for Patients Admitted to Emergency Department; a Prognostic Accuracy Study
title_short National Early Warning Score in Predicting Adverse Outcomes for Patients Admitted to Emergency Department; a Prognostic Accuracy Study
title_sort national early warning score in predicting adverse outcomes for patients admitted to emergency department; a prognostic accuracy study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10674069/
https://www.ncbi.nlm.nih.gov/pubmed/38022714
http://dx.doi.org/10.22037/aaem.v12i1.2155
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