Using the Rothman index to predict early unplanned surgical intensive care unit readmissions

@article{Piper2014UsingTR,
  title={Using the Rothman index to predict early unplanned surgical intensive care unit readmissions},
  author={Greta L. Piper and Lewis J. Kaplan and Adrian A. Maung and Felix Y. Lui and Kimberly Barre and Kimberly A. Davis},
  journal={Journal of Trauma and Acute Care Surgery},
  year={2014},
  volume={77},
  pages={78–82}
}
BACKGROUND The Rothman index (RI) is a numerical score calculated hourly from 26 data points in the electronic medical record by a commercial software package. Although it is purported to serve as an indicator of change in a patient’s condition, it has not been extensively evaluated in the literature. Our objective was to determine whether the RI can be used to predict early surgical intensive care unit (SICU) readmissions. METHODS This is a single-institution, retrospective 12-month period… 
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References

SHOWING 1-10 OF 18 REFERENCES
Who bounces back? Physiologic and other predictors of intensive care unit readmission
TLDR
Patients readmitted to medical ICUs have significantly higher hospital lengths of stay and mortality, and ICU readmissions may be more common among patients who respond poorly to treatment as measured by increased severity of illness at first ICU discharge and failure of prior therapy at another hospital or on a general medicine unit.
Identifying Patients at Increased Risk for Unplanned Readmission
TLDR
Clinicians can use the Rothman Index to help target hospital programs and supports to patients at highest risk of readmission to help reduce readmissions.
Are readmissions to the intensive care unit a useful measure of hospital performance?
TLDR
Data indicate that ICU readmission may capture other aspects of hospital performance and may be complementary to these measures.
Patients readmitted to the intensive care unit during the same hospitalization: clinical features and outcomes.
TLDR
Patients with GI and neurologic diseases are at greatest risk of requiring ICU readmission, and respiratory diseases are the major reason for readmission due to new complications.
Critically ill patients readmitted to intensive care units—lessons to learn?
TLDR
Evidence is provided that there exists a group of patients at higher risk of readmission to the ICU who presented with residual organ dysfunctions at the time of their first ICU discharge, which were associated with an increased risk of being readmitted.
Evaluating the performance of an institution using an intensive care unit benchmark.
TLDR
Performances were good in mortality, average to good in LOS, average in low-risk admission, and poor in ICU readmission.
The epidemiology of intensive care unit readmissions in the United States.
TLDR
Medical patients in academic hospitals are more likely to be readmitted than patients in community hospitals without residents, and ICU readmission rates could be useful for policy makers and investigations into their causes and consequences.
Predicting death and readmission after intensive care discharge.
TLDR
Risk factors associated with death and readmission to intensive care and APACHE II scores and discharge to a high dependency or other ICU were independent risk factors for early readmission.
Patients readmitted to ICUs* : a systematic review of risk factors and outcomes.
TLDR
Unstable vital signs, especially respiratory and heart rate abnormalities, and the presence of poor pulmonary function at time of ICU discharge appear to be the most consistent predictors ofICU readmission, while there were no consistent data supporting the use of readmission rates as a measure of quality of care.
Factors influencing read mission risk: Implications for quality monitoring
TLDR
Subjects who were initially admitted for a high-risk condition, those with poor perceived health status, and those who had no surgical procedures performed were most likely to be readmitted.
...
1
2
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