Literature DB >> 19682848

A model for identifying patients who may not need intensive care unit admission.

Jack E Zimmerman1, Andrew A Kramer.   

Abstract

PURPOSE: This study presents a new model for identifying patients who might be too well to benefit from intensive care unit (ICU) care. PATIENTS AND METHODS: Intensive care unit admissions in 2002 to 2003 were used to develop a model to predict whether patients monitored on day one would receive one or more of 33 subsequent active life-supporting treatments. Accuracy was assessed by testing the model in a subsequent cohort of admissions in 2004 to 2006. We then assessed the frequency of active treatment among monitor patients at a low (<10%) risk for active life-supporting therapy on ICU day 1.
RESULTS: Among 28 847 ICU monitor admissions in 2004 to 2006, 3153 patients (11.0%) were predicted to receive active treatment; 3296 (11.5%) actually did. There were 17 720 admissions with a low (<10%) risk for receiving subsequent active life-supporting treatment; 1238 (7.0%) received subsequent active treatment. Hospital mortality (2.5%) and mean ICU stay (1.8 days) suggests that most of these patients did not require ICU care.
CONCLUSIONS: The outcome for low-risk monitor patients suggest they may be too well to benefit from intensive care. The frequency of low-risk monitor admissions provides a measure of ICU resource use. Improved resource use and reduced costs might be achieved by strategies to provide care for these patients on floors or intermediate care units. Copyright (c) 2010 Elsevier Inc. All rights reserved.

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Year:  2009        PMID: 19682848     DOI: 10.1016/j.jcrc.2009.06.010

Source DB:  PubMed          Journal:  J Crit Care        ISSN: 0883-9441            Impact factor:   3.425


  27 in total

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2.  Nighttime intensivist staffing and mortality among critically ill patients.

Authors:  David J Wallace; Derek C Angus; Amber E Barnato; Andrew A Kramer; Jeremy M Kahn
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3.  Intermediate care to intensive care triage: A quality improvement project to reduce mortality.

Authors:  David N Hager; Pranav Chandrashekar; Robert W Bradsher; Ali M Abdel-Halim; Souvik Chatterjee; Melinda Sawyer; Roy G Brower; Dale M Needham
Journal:  J Crit Care       Date:  2017-08-03       Impact factor: 3.425

Review 4.  Clinical review: International comparisons in critical care - lessons learned.

Authors:  Srinivas Murthy; Hannah Wunsch
Journal:  Crit Care       Date:  2012-12-12       Impact factor: 9.097

5.  The impact of the organization of high-dependency care on acute hospital mortality and patient flow for critically ill patients.

Authors:  Hannah Wunsch; David A Harrison; Andrew Jones; Kathryn Rowan
Journal:  Am J Respir Crit Care Med       Date:  2015-01-15       Impact factor: 21.405

6.  A predictive model for the early identification of patients at risk for a prolonged intensive care unit length of stay.

Authors:  Andrew A Kramer; Jack E Zimmerman
Journal:  BMC Med Inform Decis Mak       Date:  2010-05-13       Impact factor: 2.796

7.  Variation exists in rates of admission to intensive care units for heart failure patients across hospitals in the United States.

Authors:  Kyan C Safavi; Kumar Dharmarajan; Nancy Kim; Kelly M Strait; Shu-Xia Li; Serene I Chen; Tara Lagu; Harlan M Krumholz
Journal:  Circulation       Date:  2013-01-25       Impact factor: 29.690

8.  ICU occupancy and mechanical ventilator use in the United States.

Authors:  Hannah Wunsch; Jason Wagner; Maximilian Herlim; David H Chong; Andrew A Kramer; Scott D Halpern
Journal:  Crit Care Med       Date:  2013-12       Impact factor: 7.598

9.  The Association of ICU Acuity With Adherence to ICU Evidence-Based Processes of Care.

Authors:  Kelly C Vranas; Jennifer Y Scott; Omar Badawi; Michael O Harhay; Christopher G Slatore; Donald R Sullivan; Meeta Prasad Kerlin
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10.  Potentially Preventable Intensive Care Unit Admissions in the United States, 2006-2015.

Authors:  Gary E Weissman; Meeta Prasad Kerlin; Yihao Yuan; Rachel Kohn; George L Anesi; Peter W Groeneveld; Rachel M Werner; Scott D Halpern
Journal:  Ann Am Thorac Soc       Date:  2020-01
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