rapid response calls and code blue activations relative to sleep apnea status dr. tosha allen, dnp,...
TRANSCRIPT
Rapid Response Calls and Code Blue Activations relative to
Sleep Apnea Status
Dr. Tosha Allen, DNP, RN, CENJon H. Lemke, PhD
Jordan Brautigam, MSNeil Flynn
Team Sleep Apnea
Genesis Health System Research Summit: June 18, 2015
My Inspiration! Sleep Apnea affects more than 18
million Americans. Gap in Literature on cardiopulmonary
arrest and sleep apnea exist. Mostly what health risks are associated with sleep apnea disorders.
Sleeping disordered breathing is associated with health conditions across ALL organ systems.
Obstructive Sleep Apnea has been linked to cardiac arrhythmias (Roche et al. 2003).
Background
The purpose of this quantitative research is to (a) examine the relationship between
rates of rapid response, code blues and sleep apnea status and
(b) analyze the accuracy of nursing and physician documentation in regards to sleep apnea on patients who had an RRT or cardiopulmonary arrest (code blue) activation in the hospital
Purpose
Sleep Apnea and RRTs? Sleep Apnea and Code Blue?
(Cardiopulmonary arrests) Rate of Mortality? RRT and Documentation? Code Blue and Documentation?
Research Questions
Genesis Medical Center (GMC) Davenport Medical/Pulmonary Unit, Surgical Specialty Unit, Cardiovascular Interventional Unit, Cardiac Stepdown Unit, Neurology Unit, Oncology Unit, Orthopedic Unit, and Peds/Adult Surgical Unit, West ICU, and East CCU/ICU
Transitions in Personnel Restrict Rapid Response Data to:November 4, 2012-February 27, 2013; March 20, 2013-April 20, 2014; andJuly 1, 2014-November 3, 2014.
Setting
Patients have already been screened via Genesis Sleep Apnea Registry.
Logistic regression with demographics and rates
Compare RRT and Code Blue rates across sleep apnea status.
Estimate the probability of dying given sleep apnea status and alerts.
MINITAB, TIBCO Spotfire (S-Plus) or the Cytel studio for exact tests for sparse data.
Data Analysis
1101009080706050403020
1.0
0.8
0.6
0.4
0.2
0.0
Age
Prob
abili
ty
3 0 13 1 03 1 14 0 04 0 14 1 04 1 1
1 0 01 0 11 1 01 1 12 0 02 0 12 1 02 1 13 0 0
StatusApneaSleep
CB>0 RRT>0
Probability of Expiring During Stay by Age, Sleep Apnea Status,Rapid Response, and Code Blue
100806040200
1.0
0.8
0.6
0.4
0.2
0.0
Age
Prob
abili
ty
Unlikely No NoUnlikely No YesUnlikely Yes NoUnlikely Yes Yes
StatusSleep Apnea
CB>0 RRT>0
Probability of Expiring During Stay by Age, Sleep Apnea Status,Rapid Response, and Code Blue for Unlikely's
Nonadherent and Probable Sleep Apnea Patients are more likely to have Rapid Response and Code Blue Alerts.
Nonadherent and Probable Sleep Apnea Patients with Code Blue Alerts are more likely to Survive their Hospital Stay. And, Rapid Responses immediately followed by Code Blue are most predictive of death.
Further Modeling and Disease-Specific Analyses will be Required before Publishing.
With Recognition of Sleep Apnea Status one can come to expect the unexpected.
Conclusions