HEALTH POLICY AND CLINICAL PRACTICE/ORIGINAL RESEARCH
Disequilibrium Between Admitted and Discharged Hospitalized
Patients Affects Emergency Department Length of Stay
Marian J. Vermeulen, MHSc
Joel G. Ray, MD, MSc, FRCPC
Chaim Bell, MD, PhD, FRCPC
Barry Cayen, MD, MSc, MPH
Therese A. Stukel, PhD
Michael J. Schull, MD, MSc,
FRCPC
From the Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada (Vermeulen, Stukel,
Schull); the Department of Health Policy, Management and Evaluation (Vermeulen, Ray, Bell,
Stukel, Schull), Department of Medicine (Ray, Bell, Schull), and Scholarship in Surgery Program
(Cayen), University of Toronto, Toronto, Ontario, Canada; the Department of Emergency Services
(Schull) and Clinical Epidemiology Unit (Stukel, Schull), Sunnybrook Health Sciences Centre,
Toronto, Ontario, Canada; and St. Michael’s Hospital, Toronto, Canada (Ray, Bell).
Study objective: Most patients are admitted to the hospital through the emergency department (ED), and ED
waiting times partly reflect the availability of inpatient beds. We test whether the balance between daily hospital
admissions and discharges affects next-day ED length of stay.
Methods: We conducted a cross-sectional study of hospitals in metropolitan Toronto, served by a single
emergency medical services provider in a publicly funded system. During a 3-year period, we evaluated the daily
ratio of admissions to discharges at each hospital and the next-day median ED length of stay in the same
hospital by using linear regression.
Results: Across hospitals, the daily mean (SD) 50th percentile ED length of stay averaged 218 (51) minutes. As
the inpatient admission-discharge ratio increased or decreased, next-day ED length of stay changed accordingly.
Compared with ratios of 1.0, those less than 0.6 were associated with an 11-minute (95% confidence interval
[CI] 5 to 16 minutes) shorter next-day median ED length of stay; at admission-discharge ratios of 1.3 to 1.4, ED
length of stay was significantly prolonged by 5 minutes (95% CI 3 to 6 minutes). Admission-discharge ratios on
weekends and among medical inpatients had a stronger influence on next-day ED length of stay; effects were
also greater among higher-acuity and admitted ED patients.
Conclusion: Disequilibrium between the number of admitted and discharged inpatients significantly affects next-day
ED length of stay. Better matching of daily hospital discharges and admissions could reduce ED waiting times and
may be more amenable to intervention than reducing admissions alone. The admission-discharge ratio may also
provide a simple way of tracking and enhancing hospital system performance. [Ann Emerg Med. 2009;54:794-804.]
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0196-0644/$-see front matter
Copyright © 2009 by the American College of Emergency Physicians.
doi:10.1016/j.annemergmed.2009.04.017
INTRODUCTION
More than 119 million emergency department (ED) visits
occurred in the United States in 2006, a 32% increase during
the last decade.
1
Recently, ED crowding and timeliness of care
have become major concerns.
2
Lengthy ED waiting times are
associated with an increased likelihood that a patient will leave
without being seen
3
and of ambulance diversion.
4
Prolonging
ED length of stay may compromise quality of care,
5
including
delayed fibrinolysis for myocardial infarction
6
and stroke
7
and
poorer outcomes in trauma patients.
8
Conversely, reducing ED
length of stay leads to greater patient satisfaction
9
and potential
cost savings.
10,11
Between 50% and 75% of all patients are admitted to
hospital though the ED.
12
Overall, about 1 in 8 ED visits
results in hospital admission, and the rate is higher in higher-
volume urban centers.
1
ED function is intimately related to
inpatient services and access to beds
13-16
: when resources are
limited, availability of inpatient beds for patients admitted from
the ED is diminished.
17,18
Elective surgery can compete for the
same inpatient resources and thus also affect bed availability. A
relative excess of inpatient admissions compared with discharges
on a given day may produce a state of “disequilibrium,”
reducing the availability of beds for urgent admissions from the
ED.
15
Hospital occupancy only indirectly reveals this real-time
794 Annals of Emergency Medicine Volume , . : December