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Observational cohort study with internal and external validation of a predictive tool for identification of children in need of hospital admission from the emergency department: the Paediatric Admission Guidance in the Emergency Department (PAGE) score

OBJECTIVES: To devise an assessment tool to aid discharge and admission decision-making in relation to children and young people in hospital urgent and emergency care facilities, and thereby improve the quality of care that patients receive, using a clinical prediction modelling approach. DESIGN: Ob...

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Autores principales: Rowland, Andrew, Cotterill, Sarah, Heal, Calvin, Garratt, Natalie, Long, Tony, Bonnett, Laura Jayne, Brown, Stephen, Woby, Steve, Roland, Damian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7780516/
https://www.ncbi.nlm.nih.gov/pubmed/33384399
http://dx.doi.org/10.1136/bmjopen-2020-043864
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author Rowland, Andrew
Cotterill, Sarah
Heal, Calvin
Garratt, Natalie
Long, Tony
Bonnett, Laura Jayne
Brown, Stephen
Woby, Steve
Roland, Damian
author_facet Rowland, Andrew
Cotterill, Sarah
Heal, Calvin
Garratt, Natalie
Long, Tony
Bonnett, Laura Jayne
Brown, Stephen
Woby, Steve
Roland, Damian
author_sort Rowland, Andrew
collection PubMed
description OBJECTIVES: To devise an assessment tool to aid discharge and admission decision-making in relation to children and young people in hospital urgent and emergency care facilities, and thereby improve the quality of care that patients receive, using a clinical prediction modelling approach. DESIGN: Observational cohort study with internal and external validation of a predictive tool. SETTING: Two general emergency departments (EDs) and an urgent care centre in the North of England. PARTICIPANTS: The eligibility criteria were children and young people 0–16 years of age who attended one of the three hospital sites within one National Health Service (NHS) organisation. Children were excluded if they opted out of the study, were brought to the ED following their death in the community or arrived in cardiac arrest when the heart rate and respiratory rate would be unmeasurable. MAIN OUTCOME MEASURES: Admission or discharge. A participant was defined as being admitted to hospital if they left the ED to enter the hospital for further assessment, (including being admitted to an observation and assessment unit or hospital ward), either on first presentation or with the same complaint within 7 days. Those who were not admitted were defined as having been discharged. RESULTS: The study collected data on 36 365 participants. 15 328 participants were included in the final analysis cohort (21 045 observations) and 17 710 participants were included in the validation cohort (23 262 observations). There were 14 variables entered into the regression analysis. Of the 13 that remained in the final model, 10 were present in all 500 bootstraps. The resulting Paediatric Admission Guidance in the Emergency Department (PAGE) score demonstrated good internal validity. The C-index (area under the ROC) was 0.779 (95% CI 0.772 to 0.786). CONCLUSIONS: For units without the immediate availability of paediatricians the PAGE score can assist staff to determine risk of admission. Cut-off values will need to be adjusted to local circumstance. STUDY PROTOCOL: The study protocol has been published in an open access journal: Riaz et al Refining and testing the diagnostic accuracy of an assessment tool (Pennine Acute Hospitals NHS Trust-Paediatric Observation Priority Score) to predict admission and discharge of children and young people who attend an ED: protocol for an observational study. BMC Pediatr 18, 303 (2018). https://doi.org/10.1186/s12887-018-1268-7. TRIAL REGISTRATION NUMBER: The protocol has been published and the study registered (NIHR RfPB Grant: PB-PG-0815–20034; ClinicalTrials.gov:213469).
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spelling pubmed-77805162021-01-11 Observational cohort study with internal and external validation of a predictive tool for identification of children in need of hospital admission from the emergency department: the Paediatric Admission Guidance in the Emergency Department (PAGE) score Rowland, Andrew Cotterill, Sarah Heal, Calvin Garratt, Natalie Long, Tony Bonnett, Laura Jayne Brown, Stephen Woby, Steve Roland, Damian BMJ Open Emergency Medicine OBJECTIVES: To devise an assessment tool to aid discharge and admission decision-making in relation to children and young people in hospital urgent and emergency care facilities, and thereby improve the quality of care that patients receive, using a clinical prediction modelling approach. DESIGN: Observational cohort study with internal and external validation of a predictive tool. SETTING: Two general emergency departments (EDs) and an urgent care centre in the North of England. PARTICIPANTS: The eligibility criteria were children and young people 0–16 years of age who attended one of the three hospital sites within one National Health Service (NHS) organisation. Children were excluded if they opted out of the study, were brought to the ED following their death in the community or arrived in cardiac arrest when the heart rate and respiratory rate would be unmeasurable. MAIN OUTCOME MEASURES: Admission or discharge. A participant was defined as being admitted to hospital if they left the ED to enter the hospital for further assessment, (including being admitted to an observation and assessment unit or hospital ward), either on first presentation or with the same complaint within 7 days. Those who were not admitted were defined as having been discharged. RESULTS: The study collected data on 36 365 participants. 15 328 participants were included in the final analysis cohort (21 045 observations) and 17 710 participants were included in the validation cohort (23 262 observations). There were 14 variables entered into the regression analysis. Of the 13 that remained in the final model, 10 were present in all 500 bootstraps. The resulting Paediatric Admission Guidance in the Emergency Department (PAGE) score demonstrated good internal validity. The C-index (area under the ROC) was 0.779 (95% CI 0.772 to 0.786). CONCLUSIONS: For units without the immediate availability of paediatricians the PAGE score can assist staff to determine risk of admission. Cut-off values will need to be adjusted to local circumstance. STUDY PROTOCOL: The study protocol has been published in an open access journal: Riaz et al Refining and testing the diagnostic accuracy of an assessment tool (Pennine Acute Hospitals NHS Trust-Paediatric Observation Priority Score) to predict admission and discharge of children and young people who attend an ED: protocol for an observational study. BMC Pediatr 18, 303 (2018). https://doi.org/10.1186/s12887-018-1268-7. TRIAL REGISTRATION NUMBER: The protocol has been published and the study registered (NIHR RfPB Grant: PB-PG-0815–20034; ClinicalTrials.gov:213469). BMJ Publishing Group 2020-12-31 /pmc/articles/PMC7780516/ /pubmed/33384399 http://dx.doi.org/10.1136/bmjopen-2020-043864 Text en © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/ https://creativecommons.org/licenses/by/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/.
spellingShingle Emergency Medicine
Rowland, Andrew
Cotterill, Sarah
Heal, Calvin
Garratt, Natalie
Long, Tony
Bonnett, Laura Jayne
Brown, Stephen
Woby, Steve
Roland, Damian
Observational cohort study with internal and external validation of a predictive tool for identification of children in need of hospital admission from the emergency department: the Paediatric Admission Guidance in the Emergency Department (PAGE) score
title Observational cohort study with internal and external validation of a predictive tool for identification of children in need of hospital admission from the emergency department: the Paediatric Admission Guidance in the Emergency Department (PAGE) score
title_full Observational cohort study with internal and external validation of a predictive tool for identification of children in need of hospital admission from the emergency department: the Paediatric Admission Guidance in the Emergency Department (PAGE) score
title_fullStr Observational cohort study with internal and external validation of a predictive tool for identification of children in need of hospital admission from the emergency department: the Paediatric Admission Guidance in the Emergency Department (PAGE) score
title_full_unstemmed Observational cohort study with internal and external validation of a predictive tool for identification of children in need of hospital admission from the emergency department: the Paediatric Admission Guidance in the Emergency Department (PAGE) score
title_short Observational cohort study with internal and external validation of a predictive tool for identification of children in need of hospital admission from the emergency department: the Paediatric Admission Guidance in the Emergency Department (PAGE) score
title_sort observational cohort study with internal and external validation of a predictive tool for identification of children in need of hospital admission from the emergency department: the paediatric admission guidance in the emergency department (page) score
topic Emergency Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7780516/
https://www.ncbi.nlm.nih.gov/pubmed/33384399
http://dx.doi.org/10.1136/bmjopen-2020-043864
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