Progressive prediction of hospitalisation in the emergency department: uncovering hidden patterns to improve patient flow

Y Barak-Corren, SH Israelit, BY Reis - Emergency Medicine Journal, 2017 - emj.bmj.com
Introduction One of the factors contributing to ED crowding is the lengthy delay in
transferring an admitted patient from the ED to an inpatient department (ie, boarding time) …

Crowding in the emergency department in the absence of boarding–a transition regression model to predict departures and waiting time

AH Eiset, H Kirkegaard, M Erlandsen - BMC Medical Research …, 2019 - Springer
Background Crowding in the emergency department (ED) is associated with increased
mortality, increased treatment cost, and reduced quality of care. Crowding arises when …

Predicting inhospital admission at the emergency department: a systematic review

A Brink, J Alsma, LAAM van Attekum… - Emergency Medicine …, 2022 - emj.bmj.com
Background ED crowding has potential detrimental consequences for both patient care and
staff. Advancing disposition can reduce crowding. This may be achieved by using prediction …

Emergency department crowding predicts admission length-of-stay but not mortality in a large health system

SF Derose, GZ Gabayan, VY Chiu, SC Yiu, BC Sun - Medical care, 2014 - journals.lww.com
Background: Emergency department (ED) crowding has been identified as a major threat to
public health. Objectives: We assessed patient transit times and ED system crowding …

Forecasting emergency department crowding: an external, multicenter evaluation

NR Hoot, SK Epstein, TL Allen, SS Jones… - Annals of emergency …, 2009 - Elsevier
STUDY: objective: We apply a previously described tool to forecast emergency department
(ED) crowding at multiple institutions and assess its generalizability for predicting the near …

Forecasting emergency department crowding: a discrete event simulation

NR Hoot, LJ LeBlanc, I Jones, SR Levin, C Zhou… - Annals of emergency …, 2008 - Elsevier
STUDY OBJECTIVE: To develop a discrete event simulation of emergency department (ED)
patient flow for the purpose of forecasting near-future operating conditions and to validate …

Real-time forecasting of emergency department arrivals using prehospital data

A Asheim, LP Bache-Wiig Bjørnsen… - BMC emergency …, 2019 - Springer
Background Crowding in emergency departments (EDs) is a challenge globally. To
counteract crowding in day-to-day operations, better tools to improve monitoring of the …

Predicting hospital admission at the emergency department triage: A novel prediction model

CA Parker, N Liu, SX Wu, Y Shen, SSW Lam… - The American journal of …, 2019 - Elsevier
Background Emergency department (ED) overcrowding is a growing international patient
safety issue. A major contributor to overcrowding is long wait times for inpatient hospital …

Predicting length of stay among patients discharged from the emergency department—using an accelerated failure time model

CH Chaou, HH Chen, SH Chang, P Tang, SL Pan… - PloS one, 2017 - journals.plos.org
Background Emergency department (ED) crowding continues to be an important health care
issue in modern countries. Among the many crucial quality indicators for monitoring the …

Adding more beds to the emergency department or reducing admitted patient boarding times: which has a more significant influence on emergency department …

RK Khare, ES Powell, G Reinhardt, M Lucenti - Annals of emergency …, 2009 - Elsevier
STUDY OBJECTIVE: We evaluate a computer simulation model designed to assess the
effect on emergency department (ED) length of stay of varying the number of ED beds or …