Understanding the Characteristics of Frequent Users of Emergency Departments: What Role Do Medical Conditions Play?

08/31/2018
by   Jens Rauch, et al.
0

Frequent users of emergency departments (ED) pose a significant challenge to hospital emergency services. Despite a wealth of studies in this field, it is hardly understood, what medical conditions lead to frequent attendance. We examine (1) what ambulatory care sensitive conditions (ACSC) are linked to frequent use, (2) how frequent users can be clustered into subgroups with respect to their diagnoses, acuity and admittance, and (3) whether frequent use is related to higher acuity or admission rate. We identified several ACSC that highly increase the risk for heavy ED use, extracted four major diagnose subgroups and found no significant effect neither for acuity nor admission rate. Our study indicates that especially patients in need of (nursing) care form subgroups of frequent users, which implies that quality of care services might be crucial for tackling frequent use. Hospitals are advised to regularly analyze their ED data in the EHR to better align resources.

READ FULL TEXT
research
02/04/2022

Statistical Analyses in the case of an Italian nurse accused of murdering patients

Suspicions about medical murder sometimes arise due to a surprising or u...
research
07/01/2022

A Temporal Fusion Transformer for Long-term Explainable Prediction of Emergency Department Overcrowding

Emergency Departments (EDs) are a fundamental element of the Portuguese ...
research
06/13/2019

Use of Emergency Departments by Frail Elderly Patients: Temporal Patterns and Case Complexity

Emergency department (ED) care for frail elderly patients is associated ...
research
11/22/2021

Benchmarking Predictive Risk Models for Emergency Departments with Large Public Electronic Health Records

There is a continuously growing demand for emergency department (ED) ser...
research
02/26/2019

Exploiting Population Activity Dynamics to Predict Urban Epidemiological Incidence

Ambulance services worldwide are of vital importance to population healt...
research
08/05/2019

Characterising complex healthcare systems using network science: The small world of emergency surgery

Hospitals are complex systems and optimising their function is critical ...

Please sign up or login with your details

Forgot password? Click here to reset