Literature DB >> 33384399

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.

Andrew Rowland1,2, Sarah Cotterill3, Calvin Heal3, Natalie Garratt4, Tony Long1, Laura Jayne Bonnett5, Stephen Brown4, Steve Woby1,4, Damian Roland6,7.   

Abstract

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). © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY. Published by BMJ.

Entities:  

Keywords:  accident & emergency medicine; paediatric A&E and ambulatory care; protocols & guidelines

Year:  2020        PMID: 33384399      PMCID: PMC7780516          DOI: 10.1136/bmjopen-2020-043864

Source DB:  PubMed          Journal:  BMJ Open        ISSN: 2044-6055            Impact factor:   2.692


  12 in total

Review 1.  Presentation of multivariate data for clinical use: The Framingham Study risk score functions.

Authors:  Lisa M Sullivan; Joseph M Massaro; Ralph B D'Agostino
Journal:  Stat Med       Date:  2004-05-30       Impact factor: 2.373

Review 2.  Early warning scores: a health warning.

Authors:  Kirsty Challen; Damian Roland
Journal:  Emerg Med J       Date:  2016-01-04       Impact factor: 2.740

3.  Beyond Mortality: Improving Outcomes for Children Who Deteriorate in Inpatient Settings.

Authors:  Damian Roland
Journal:  J Hosp Med       Date:  2019-06-19       Impact factor: 2.960

4.  Validity of different pediatric early warning scores in the emergency department.

Authors:  Nienke Seiger; Ian Maconochie; Rianne Oostenbrink; Henriëtte A Moll
Journal:  Pediatrics       Date:  2013-09-09       Impact factor: 7.124

5.  Defining significant childhood illness and injury in the Emergency Department: a consensus of UK and Ireland expert opinion.

Authors:  Peter J Lillitos; Mark D Lyttle; Damian Roland; Colin Ve Powell; Julian Sandell; Andrew G Rowland; Susan M Chapman; Ian K Maconochie
Journal:  Emerg Med J       Date:  2018-10-03       Impact factor: 2.740

6.  Transparent Reporting of a multivariable prediction model for Individual Prognosis or Diagnosis (TRIPOD): explanation and elaboration.

Authors:  Karel G M Moons; Douglas G Altman; Johannes B Reitsma; John P A Ioannidis; Petra Macaskill; Ewout W Steyerberg; Andrew J Vickers; David F Ransohoff; Gary S Collins
Journal:  Ann Intern Med       Date:  2015-01-06       Impact factor: 25.391

7.  STARD 2015 guidelines for reporting diagnostic accuracy studies: explanation and elaboration.

Authors:  Jérémie F Cohen; Daniël A Korevaar; Douglas G Altman; David E Bruns; Constantine A Gatsonis; Lotty Hooft; Les Irwig; Deborah Levine; Johannes B Reitsma; Henrica C W de Vet; Patrick M M Bossuyt
Journal:  BMJ Open       Date:  2016-11-14       Impact factor: 2.692

8.  External validation of clinical prediction models using big datasets from e-health records or IPD meta-analysis: opportunities and challenges.

Authors:  Richard D Riley; Joie Ensor; Kym I E Snell; Thomas P A Debray; Doug G Altman; Karel G M Moons; Gary S Collins
Journal:  BMJ       Date:  2016-06-22

9.  Diagnostic accuracy of PAT-POPS and ManChEWS for admissions of children from the emergency department.

Authors:  Sarah Cotterill; Andrew G Rowland; Jacqueline Kelly; Helen Lees; Mohammed Kamara
Journal:  Emerg Med J       Date:  2016-04-11       Impact factor: 2.740

10.  Refining and testing the diagnostic accuracy of an assessment tool (PAT-POPS) to predict admission and discharge of children and young people who attend an emergency department: protocol for an observational study.

Authors:  Samah Riaz; Andrew Rowland; Steve Woby; Tony Long; Joan Livesley; Sarah Cotterill; Calvin Heal; Damian Roland
Journal:  BMC Pediatr       Date:  2018-09-17       Impact factor: 2.125

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