Predictors of in-hospital cardiac arrest within 24 h after emergency department triage: A case-control study in urban Thailand

Emerg Med Australas. 2019 Oct;31(5):843-850. doi: 10.1111/1742-6723.13267. Epub 2019 Mar 18.

Abstract

Objective: This study describes the predictors of in-hospital cardiac arrest (IHCA) within 24 h of ED triage and evaluates their ability to predict patients at risk of IHCA.

Methods: A case-control study was conducted in the ED. 'Cases' are herein defined as hospitalised patients who experienced IHCA within 24 h after ED triage. The exclusion criteria were those younger than 16 years old, cases of traumatic arrest, or had do-not-resuscitate orders. The controls were adults, non-traumatic cases, who did not experience IHCA within 24 h of ED triage. A multivariable regression model was used to identify significant predictors of IHCA. The ability to discriminate was quantified by utilising an area under receiver operating characteristic (AuROC) curve.

Results: Two hundred and fifty IHCAs were compared with 1000 controls. Five predictors emerged that were: higher National Early Warning Score (NEWS) at triage, equal or increase of NEWS after ED management, coronary artery disease as a comorbid disease, the use of a vasoactive agent, and initial serum bicarbonate level lower than 23.5 mmoL/L, independently associated with IHCA. The AuROC of the final model from all predictors was 0.91 (95% CI 0.89-0.93) higher than NEWS alone model (AuROC at 0.78, 95% CI 0.74-0.81).

Conclusions: We conclude that a combination of NEWS and four independent predictors identify patients at risk of IHCA more effectively than NEWS alone.

Keywords: ED; Early Warning Score; National Emergency Warning Score; in-hospital cardiac arrest; predictor.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Aged, 80 and over
  • Area Under Curve
  • Case-Control Studies
  • Causality
  • Early Warning Score
  • Emergency Service, Hospital / organization & administration
  • Emergency Service, Hospital / statistics & numerical data*
  • Female
  • Heart Arrest / epidemiology
  • Heart Arrest / etiology*
  • Hospital Mortality / trends
  • Humans
  • Male
  • Middle Aged
  • ROC Curve
  • Retrospective Studies
  • Thailand / epidemiology
  • Triage / methods
  • Triage / statistics & numerical data*
  • Urban Population / statistics & numerical data