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Updated: Jun 24, 2026

Observational Study Protocol for Repeated Clinical Examination and Critical Care Ultrasonography Within the Simple Intensive Care Studies
Published on: January 16, 2019
Intensive care unit occupancy and patient outcomes
Theodore J Iwashyna1, Andrew A Kramer, Jeremy M Kahn
1Department of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, MI, USA. iwashyna@alumni.princeton.edu
Higher intensive care unit (ICU) patient loads did not affect patient mortality or transfer rates. ICUs demonstrated high reliability, maintaining consistent outcomes despite varying patient volumes.
Area of Science:
- Critical Care Medicine
- Health Services Research
- Hospital Operations
Background:
- Higher patient volume in intensive care units (ICUs) may correlate with better outcomes.
- Limited data exist on the impact of increased patient loads within ICUs on patient outcomes.
Purpose of the Study:
- To investigate the relationship between ICU occupancy levels and patient outcomes within the same ICU.
- To determine if high patient census days impact inpatient outcomes.
Main Methods:
- Analysis of 200,499 patients across 108 ICUs using the APHQ-IV database (2002-2005).
- Comparison of patient outcomes based on daily ICU census (high vs. low) on admission day.
- Conditional logistic regression controlling for patient severity of illness.
Main Results:
- No significant difference in inpatient mortality or hospital transfer rates for patients admitted on high census days compared to average or low census days.
- Findings remained consistent across various definitions of high census and in subgroup analyses.
Conclusions:
- ICUs in this study function as high-reliability organizations.
- ICUs effectively manage varying operational demands without compromising patient mortality outcomes.
- The capacity of ICUs to scale operations ensures consistent patient care quality.
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