ArticleCritical care medicine2013
ICU occupancy and mechanical ventilator use in the United States.
Article in Critical care medicine, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 3 registered trials, which are not on this map. Cited by 132 papers, 7 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Pragmatic Investigation of Volume Targeted Ventilation-1 (PIVOT-1)
Evaluation of Leak-free Bronchoscope Adapter to Limit Ventilated Air Volume Loss and Pathogen Aerosolization From Intubated Patients Who Receive Bronchoscopy
Assessment of Clinical Practice of Mechanical Ventilation After COVID-19 Pan-demic Among 57 Countries: A Systematic Analysis for the Global BurdEn of Me-chanIcal VeNtilatIon (GEMINI Study) 2022, From VENTILAGROUP.
Who cites it
132 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- The efficacy of high-flow nasal cannula versus non-invasive mechanical ventilation in preventing reintubation in patients at high risk of extubation failure: systematic review and meta-analysis with trial sequential analysis.Critical care science · 2026Pooled it
- Incidence of post-extubation dysphagia among critical care patients undergoing orotracheal intubation: a systematic review and meta-analysis.European journal of medical research · 2024Pooled it
- Liberation from mechanical ventilation in critically ill patients: Korean Society of Critical Care Medicine Clinical Practice Guidelines.Acute and critical care · 2024Guideline
- The efficacy of high-flow nasal cannula (HFNC) versus non-invasive ventilation (NIV) in patients at high risk of extubation failure: a systematic review and meta-analysis.European journal of medical research · 2023Pooled it
- Do-not-intubate orders in patients with acute respiratory failure: a systematic review and meta-analysis.Intensive care medicine · 2020Pooled it
- Factors that impact on the use of mechanical ventilation weaning protocols in critically ill adults and children: a qualitative evidence-synthesis.The Cochrane database of systematic reviews · 2016Pooled it
- Pooled it
- Performance of the Healthy Aging Brain Care Monitor Self Report in Monitoring Post-Intensive Care Syndrome Among Acute Respiratory Failure Survivors.Critical care medicine · 2025Trial
- Comparison of SAT and SBT Conduct During the ABC Trial and PILOT Trial.Journal of intensive care medicine · 2025Trial
- Observational
- Explainable Machine Learning for Prediction of Future High-Severity States Using Longitudinal APACHE-II Trajectories: Internal Validation and Cross-Cohort Portability Assessment.Diagnostics (Basel, Switzerland) · 2026Article
- A temporal deep learning algorithm for prediction of extubation failures in critical care patients.Journal of clinical monitoring and computing · 2026Article
- Machine learning models predicting extubation success in mechanically ventilated patients: a systematic review and meta-analysis.Intensive care medicine experimental · 2026Review
- Deep learning for time-series segmentation of mechanical ventilator waveforms.Scientific reports · 2026Article
- Obstructive Sleep Apnea in Critically Ill Patients: A Structured Narrative Review of Prevalence, Diagnostic Barriers, and Clinical Implications in the ICU.Clocks & sleep · 2026Review
- Association Between Cumulative Sedative Exposure and ICU Length of Stay Without a Significant Association with Mortality.Life (Basel, Switzerland) · 2026Article
- Impact of Frailty (Clinical Frailty Scale) on Weaning from Mechanical Ventilation: A Systematic Review and Meta-analysis.Indian journal of critical care medicine : peer-reviewed, official publication of Indian Society of Critical Care Medicine · 2026Article
- Article
- The intensive care unit balancing act: integrated staffing models for better patient ratios.Critical care science · 2026Article
- Prediction and prevention of ventilation impairments during bronchoscopy.Intensive care medicine experimental · 2025Article
72 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
objectivesDetailed data on occupancy and use of mechanical ventilators in U. S. ICU over time and across unit types are lacking. We sought to describe the hourly bed occupancy and use of ventilators in U.S. ICUs to improve future planning of both the routine and disaster provision of intensive care.
designRetrospective cohort study. We calculated mean hourly bed occupancy in each ICU and hourly bed occupancy for patients on mechanical ventilators. We assessed trends in overall occupancy over the 3 years. We also assessed occupancy and mechanical ventilation rates across different types and sizes of ICUs.
settingNinety-seven U.S. ICUs participating in Project IMPACT from 2005 to 2007. PATIENTS: A total of 226,942 consecutive admissions to ICUs.
interventionsNone. MEASUREMENTS AND MAIN
resultsOver the 3 years studied, total ICU occupancy ranged from 57.4% to 82.1% and the number of beds filled with mechanically ventilated patients ranged from 20.7% to 38.9%. There was no change in occupancy across years and no increase in occupancy during influenza seasons. Mean hourly occupancy across ICUs was 68.2% ± 21.3% (SD) and was substantially higher in ICUs with fewer beds (mean, 75.8% ± 16.5% for 5-14 beds vs 60.9% ± 22.1% for 20+ beds, p = 0.001) and in academic hospitals (78.7% ± 15.9% vs 65.3% ± 21.3% for community not-for-profit hospitals, p < 0.001). More than half of ICUs (53.6%) had 4+ beds available more than half the time. The mean percentage of ICU patients receiving mechanical ventilation in any given hour was 39.5% (± 15.2%), and a mean of 29.0% (± 15.9%) of ICU beds were filled with a patient on a ventilator.
conclusionsOccupancy of U.S. ICUs was stable over time, but there is uneven distribution across different types and sizes of units. Only three of 10 beds were filled at any time with mechanically ventilated patients, suggesting substantial surge capacity throughout the system to care for acutely critically ill patients.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.