A Minority of Patients on Mechanical Ventilation Consume Disproportionate Resources: A Retrospective Cohort Study.
- 2021
BACKGROUND: The Pareto principle states that the majority of any effect comes from a minority of the causes. This property is widely used in quality improvement science. INTERPRETATION: Patients undergoing MV in the highest quintiles according to duration of MV consume a disproportionate amount of resources, as evidenced by MV duration, hospital LOS, and costs, making them a potential target for streamlining MV care. Copyright (c) 2020. Published by Elsevier Inc. RESEARCH QUESTION: Among patients requiring mechanical ventilation (MV), are there subgroups according to MV duration that may serve as potential nodes for high-value interventions aimed at reducing costs without compromising quality? ,976 ( ,354, RESULTS: A total of 691,961 patients were included in the analysis. Median [interquartile range] duration of MV in days by quintile was as follows: quintile 1 (Q1), 1 [1, 1]; Q2, 2 [2, 2]; Q3, 3 [3, 3]; Q4, 6 [6, 7]; and Q5, 13 [10, 19]. Median [interquartile range] post-MV onset LOS (Q1, 2 [0, 5]; Q5, 17 [12, 26]) and hospital costs (Q1, STUDY DESIGN AND METHODS: This multicenter retrospective cohort study included approximately 780 hospitals in the Premier Research Database (2014-2018). Patients receiving MV were identified by using International Classification of Diseases, Ninth Revision, Clinical Modification, and International Classification of Diseases, Tenth Revision, codes. They were then divided into quintiles according to MV duration; their hospital costs, post-MV onset length of stay (LOS), ICU LOS, and cumulative post-MV onset hospital days per quintile were compared.