Markers of overcrowding in a pediatric emergency department.

OBJECTIVES The objective of this study was to identify markers of overcrowding in pediatric emergency departments (PEDs) according to expert opinion and then to use statistical methods to further explore the underlying construct of overcrowding. METHODS A cross-sectional survey of all PED directors (n = 12) and pediatric emergency medicine fellowship program directors (n = 10) across Canada was conducted to elicit expert opinion on relevant markers of emergency department (ED) crowding. The list of markers was reduced to those specific to the ED for which data could be extracted from one tertiary care PED from an existing computerized patient tracking system. Data representing 2,190 consecutive shifts and 138,361 patient visits were collected between April 2005 and March 2007. Common factor analysis (CFA) was used to determine the underlying factors that best represented overcrowding as determined by markers identified by experts in pediatric emergency medicine RESULTS The main markers of overcrowding identified by the survey included measures of patient volume (25%), ED operational processes (55%), and delays in transferring patients to inpatient beds (13%). Data collected on 41 markers were retained for the CFA. The results of the CFA indicated that the largest portion of variation in the data (48%) was accounted for by markers describing patient volumes and flow through the ED. Measures of admission delays accounted for a smaller proportion of variability (9%). CONCLUSIONS The results suggest that for this tertiary PED, markers of ED operational processes and patient volume may be more relevant for determination of overcrowding than markers reflecting delays in transferring patients to inpatient beds. This study provides a foundation for further research on markers of overcrowding specific to the pediatric setting.

[1]  K. Widaman Common Factor Analysis Versus Principal Component Analysis: Differential Bias in Representing Model Parameters? , 1993, Multivariate behavioral research.

[2]  C. Fernandes,et al.  Emergency department patients who leave without seeing a physician: the Toronto Hospital experience. , 1994, Annals of emergency medicine.

[3]  D. Altman,et al.  Statistics notes: Cronbach's alpha , 1997 .

[4]  R. Kravitz,et al.  Frequent overcrowding in U.S. emergency departments. , 2001, Academic emergency medicine : official journal of the Society for Academic Emergency Medicine.

[5]  H G Garrison,et al.  When the safety net is unsafe: real-time assessment of the overcrowded emergency department. , 2001, Academic emergency medicine : official journal of the Society for Academic Emergency Medicine.

[6]  Access to acute care in the setting of emergency department overcrowding. , 2003, CJEM.

[7]  Steven L Bernstein,et al.  Development and validation of a new index to measure emergency department crowding. , 2003, Academic emergency medicine : official journal of the Society for Academic Emergency Medicine.

[8]  Karin V Rhodes,et al.  A conceptual model of emergency department crowding. , 2003, Annals of emergency medicine.

[9]  John Concato,et al.  Care in the emergency department: how crowded is overcrowded? , 2004, Academic emergency medicine : official journal of the Society for Academic Emergency Medicine.

[10]  Accounting Office,et al.  Overcrowding Crisis in Our Nation's Emergency Departments: Is Our Safety Net Unraveling? , 2004, Pediatrics.

[11]  James C. Hayton,et al.  Factor Retention Decisions in Exploratory Factor Analysis: a Tutorial on Parallel Analysis , 2004 .

[12]  Todd G Nick,et al.  Estimating the degree of emergency department overcrowding in academic medical centers: results of the National ED Overcrowding Study (NEDOCS). , 2004, Academic emergency medicine : official journal of the Society for Academic Emergency Medicine.

[13]  Alison Macpherson,et al.  Patients who leave the pediatric emergency department without being seen: a case–control study , 2005, Canadian Medical Association Journal.

[14]  Steven L Bernstein,et al.  Emergency department crowding: old problem, new solutions. , 2006, Emergency medicine clinics of North America.

[15]  Rhonda J Rosychuk,et al.  Characteristics of patients who leave emergency departments without being seen. , 2006, Academic emergency medicine : official journal of the Society for Academic Emergency Medicine.

[16]  E. Berger Specialty prepares for The Future of Emergency Care in the United States Health System: IOM report release anticipated , 2006 .

[17]  D. Sinclair,et al.  Emergency department overcrowding - implications for paediatric emergency medicine. , 2007, Paediatrics & child health.

[18]  S. Mace,et al.  Emergency Department Overcrowding and Children , 2007, Pediatric emergency care.

[19]  Kenneth Bond,et al.  Key indicators of overcrowding in Canadian emergency departments: a Delphi study. , 2007, CJEM.

[20]  Todd G Nick,et al.  Development of a Novel Measure of Overcrowding in a Pediatric Emergency Department , 2007, Pediatric emergency care.

[21]  Nathan Timm,et al.  Pediatric emergency department overcrowding and impact on patient flow outcomes. , 2008, Academic emergency medicine : official journal of the Society for Academic Emergency Medicine.

[22]  D. Aronsky,et al.  Systematic review of emergency department crowding: causes, effects, and solutions. , 2008, Annals of emergency medicine.

[23]  Dominik Aronsky,et al.  Forecasting emergency department crowding: a discrete event simulation. , 2008, Annals of emergency medicine.