Abstract

Crowding in emergency departments (EDs) is increasing in many health systems. Previous studies of the relationship between crowding and care quality are limited by the use of data from single hospitals, a focus on particular patient groups, a focus on a narrow set of quality measures, and use of crowding measures which induce bias from unobserved hospital and patient characteristics. Using data from 139 hospitals covering all major EDss in England, we measure crowding using quasi-exogenous variation in the volume of EDs attendances and examine its impacts on indicators of performance across the entire EDs care pathway. We exploit variations from expected volume estimated using high-dimensional fixed effects capturing hospital-specific variation in attendances by combinations of month and hour-of-the-week. Unexpected increases in attendance volume result in substantially longer waiting times, lower quantity and complexity of care, more patients choosing to leave without treatment, changes in referral and discharge decisions, but only small increases in reattendances and no increase in mortality. Causal bounds under potential omitted variable bias are narrow and exclude zero for the majority of outcomes. Results suggest that physician and patient responses may largely mitigate the impacts of demand increases on patient outcomes in the short-run.

Highlights

  • Crowding in emergency departments (EDs) is increasing in many health systems

  • We examine robustness to two alternative measures of attendance volume: (1) attendances occurring in the 1 h before and 1 h following a patient's hour of arrival, and (2) attendances occurring in the 3 h preceding the patient's hour of arrival (Supplementary Appendix 5)

  • The exceptions are the probability of admission, where bounds including zero reduces confidence in the statistically significant positive volume effect found in the main analysis, and for mortality within 30 days where the causal bounds including zero is consistent with the statistically insignificant effect found in the main analysis

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Summary

Introduction

Crowding in emergency departments (EDs) is increasing in many health systems. Previous studies of the relationship between crowding and care quality are limited by the use of data from single hospitals, a focus on particular patient groups, a focus on a narrow set of quality measures, and use of crowding measures which induce bias from unobserved hospital and patient characteristics. We find that unexpected increases in attendance volume result in substantially higher waiting times, lower quantity and complexity of care, more patients choosing to leave ED without treatment, changes in referral and discharge decisions, but only small increase in ED reattendances and no increase in mortality.

Results
Conclusion
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