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Critical Care Commons

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Critical Care Nursing

The University of San Francisco

Predictive Analytics

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Full-Text Articles in Critical Care

Implementation Of An Innovative Early Warning System: Evidenced-Based Strategies For Ensuring System-Wide Nursing Adoption, Shirley S. Paulson Aug 2017

Implementation Of An Innovative Early Warning System: Evidenced-Based Strategies For Ensuring System-Wide Nursing Adoption, Shirley S. Paulson

Doctor of Nursing Practice (DNP) Projects

Early deterioration in adult medical-surgical patients is associated with increased intensive care unit and hospital mortality (Goldhill, 2001). Failure to recognize deterioration is a preventable patient safety and quality issue. To address this problem, since 2013, Kaiser Permanente Northern California (KP NCAL) has piloted Advance Alert Monitor (AAM) at two hospitals. This early warning system employs a set of predictive models developed by the KP NCAL Division of Research, which automatically predicts patient deterioration within the next 12 hours based on a complex algorithm of laboratory and clinical data points. Improvements in mortality and length of stay have been realized …