2011
DOI: 10.4037/ajcc2011334
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The Role of Standardized Protocols in Unplanned Extubations in a Medical Intensive Care Unit

Abstract: Background Many patients admitted to medical intensive care units require mechanical ventilation to assist with respiratory management. Unplanned extubations of these patients are associated with poor outcomes for patients and organizations. No previous research has investigated the role of standardized protocols in unplanned extubations when examined in conjunction with traditional risk factors. Objective To identify risk factors associated with unplanned extubation among patients receiving mechanical ventila… Show more

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Cited by 42 publications
(37 citation statements)
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“…Meanwhile, high-volume physicians in high-volume hospitals are most likely to achieve good outcomes for patients because such physicians are usually assisted by highly skilled and interdisciplinary care teams. [23][24][25] Predictors of in-hospital mortality identified in the current study included CCI and LOS, similar to the findings in other previous reports of ANN models for predicting patient mortality. 7,25 Morbid patients receiving mechanical ventilation are typically burdened by a host of comorbid conditions related to mechanical ventilation that increase their risk of medical complications.…”
Section: Discussionsupporting
confidence: 75%
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“…Meanwhile, high-volume physicians in high-volume hospitals are most likely to achieve good outcomes for patients because such physicians are usually assisted by highly skilled and interdisciplinary care teams. [23][24][25] Predictors of in-hospital mortality identified in the current study included CCI and LOS, similar to the findings in other previous reports of ANN models for predicting patient mortality. 7,25 Morbid patients receiving mechanical ventilation are typically burdened by a host of comorbid conditions related to mechanical ventilation that increase their risk of medical complications.…”
Section: Discussionsupporting
confidence: 75%
“…[22][23][24] Therefore, the treatment strategies of high-volume hospitals should be carefully analyzed and emulated. If in-hospital mortality is considered a benchmark, hospital volume, which is a major predictor of Table 6 Comparative performance indices of logistic regression and the multilayer perceptron (MLP) and radial basis function (RBF) models when using 100 new data sets to predict in-hospital mortality clinical trial data due to possible errors in the coding of primary diagnoses.…”
Section: Discussionmentioning
confidence: 99%
“…The literature suggests that the rate of unplanned extubations in adult patients ranges from about 2 to 22%. [6][7][8][9][10][11][12][13] Similar to our findings, most unplanned extubations are self-extubations. 7,9,10 These events can result in inadequate respiratory function, hypoxemia, cardiopulmonary arrest, and death.…”
Section: Unplanned Extubationssupporting
confidence: 77%
“…7,9,10 These events can result in inadequate respiratory function, hypoxemia, cardiopulmonary arrest, and death. [12][13][14] Accidental removal or self-removal of the ETT can result in upper airway injuries, bronchospasm, arrhythmias, aspiration, and pneumonia. 7,11,13 Approximately 50% of these patients will require re-intubation (range of 10 -78%).…”
Section: Unplanned Extubationsmentioning
confidence: 99%
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