TY - JOUR
T1 - Effect of Boarding on Mortality in ICUs
AU - Stretch, Robert
AU - della Penna, Nicolás
AU - Celi, Leo Anthony
AU - Landon, Bruce E.
N1 - Publisher Copyright:
Copyright © 2017 by the Society of Critical Care Medicine and Wolters Kluwer Health, Inc. All Rights Reserved.
PY - 2018
Y1 - 2018
N2 - Objectives: Hospitals use a variety of strategies to maximize the availability of limited ICU beds. Boarding, which involves assigning patients to an open bed in a different subspecialty ICU, is one such practice employed when ICU occupancy levels are high, and beds in a particular unit are unavailable. Boarding disrupts the normal geographic colocation of patients and care teams, exposing patients to nursing staff with different training and expertise to those caring for nonboarders. We analyzed whether medical ICU patients boarding in alternative specialty ICUs are at increased risk of mortality. Design: Retrospective cohort study using an instrumental variable analysis to control for unmeasured confounding. A semiparametric bivariate probit estimation strategy was employed for the instrumental model. Propensity score matching and standard logistic regression (generalized linear modeling) were used as robustness checks. Setting: The medical ICU of a tertiary care nonprofit hospital in the United States between 2002 and 2012. Patients: All medical ICU admissions during the specified time period. Interventions: None. Measurements and Main Results: The study population consisted of 8,429 patients of whom 1,871 were boarders. The instrumental variable model demonstrated a relative risk of 1.18 (95% CI, 1.01–1.38) for ICU stay mortality for boarders. The relative risk of in-hospital mortality among boarders was 1.22 (95% CI, 1.00–1.49). GLM and propensity score matching without use of the instrument yielded similar estimates. Instrumental variable estimates are for marginal patients, whereas generalized linear modeling and propensity score matching yield population average effects. Conclusions: Mortality increased with boarding of critically ill patients. Further research is needed to identify safer practices for managing patients during periods of high ICU occupancy.
AB - Objectives: Hospitals use a variety of strategies to maximize the availability of limited ICU beds. Boarding, which involves assigning patients to an open bed in a different subspecialty ICU, is one such practice employed when ICU occupancy levels are high, and beds in a particular unit are unavailable. Boarding disrupts the normal geographic colocation of patients and care teams, exposing patients to nursing staff with different training and expertise to those caring for nonboarders. We analyzed whether medical ICU patients boarding in alternative specialty ICUs are at increased risk of mortality. Design: Retrospective cohort study using an instrumental variable analysis to control for unmeasured confounding. A semiparametric bivariate probit estimation strategy was employed for the instrumental model. Propensity score matching and standard logistic regression (generalized linear modeling) were used as robustness checks. Setting: The medical ICU of a tertiary care nonprofit hospital in the United States between 2002 and 2012. Patients: All medical ICU admissions during the specified time period. Interventions: None. Measurements and Main Results: The study population consisted of 8,429 patients of whom 1,871 were boarders. The instrumental variable model demonstrated a relative risk of 1.18 (95% CI, 1.01–1.38) for ICU stay mortality for boarders. The relative risk of in-hospital mortality among boarders was 1.22 (95% CI, 1.00–1.49). GLM and propensity score matching without use of the instrument yielded similar estimates. Instrumental variable estimates are for marginal patients, whereas generalized linear modeling and propensity score matching yield population average effects. Conclusions: Mortality increased with boarding of critically ill patients. Further research is needed to identify safer practices for managing patients during periods of high ICU occupancy.
KW - bed occupancy
KW - evidence-based facility design
KW - intensive care units
KW - surge capacity
UR - http://www.scopus.com/inward/record.url?scp=85063992571&partnerID=8YFLogxK
U2 - 10.1097/CCM.0000000000002905
DO - 10.1097/CCM.0000000000002905
M3 - Article
SN - 0090-3493
VL - 46
SP - 525
EP - 531
JO - Critical Care Medicine
JF - Critical Care Medicine
IS - 4
ER -