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Published on: March 27, 2018
Risk factors associated with longer stays in cardiovascular surgical intensive care unit after CABG
Kai-Di Kao1, Shiu-Yu Katie C Lee2, Chieh-Yu Liu3
1Department of Nursing, National Taiwan University Hospital, Taiwan; School of Nursing, National Taipei University of Nursing and Health Sciences, Taiwan.
Insights
Monitoring ICU length of stay after coronary artery bypass grafting (CABG) is crucial. Key risk factors for longer ICU stays include infection signs, acute renal failure, female gender, smoking, and pre-surgery comorbidities.
Area of Science:
- Cardiovascular Surgery
- Intensive Care Medicine
- Health Services Research
Background:
- Effective monitoring of Intensive Care Unit (ICU) length of stay (LOS) after Coronary Artery Bypass Grafting (CABG) is essential for care improvement initiatives.
- Few studies have comprehensively evaluated personal, clinical, and ICU care demands as risk factors for prolonged ICU LOS post-CABG.
Purpose of the Study:
- To apply the Donabedian model to identify risk factors associated with extended ICU stays following CABG.
- To investigate lifestyle, intraoperative/postoperative clinical factors, and demands of ICU care (TISS) as structure factors.
- To examine infection and organ failures during ICU stay as process factors.
Main Methods:
- A retrospective cohort study utilizing medical records from a single medical center.
- A stratified randomized sample of 230 adult patients from a cohort of 690 isolated CABG procedures.
- Sample stratified to reflect a 34.7% rate of ICU LOS exceeding 3 days, with 150 in the longer-stay group and 80 in the shorter-stay group.
Main Results:
- Hierarchical logistic regression identified potential infection signs (WBC > 10,000/μL, OR: 3.41; Temp > 38°C, OR: 5.67) and acute renal failure (OR: 8.97) as significant predictors of prolonged ICU stay (>3 days).
- Higher TISS score within 24 hours (OR: 1.06), female gender (OR: 4.16), smoking (OR: 4.87), higher pre-surgery Charlson Comorbidity Index (CCI) (OR: 1.49), and undergoing bypass during CABG (OR: 3.51) were also associated with increased risk of longer ICU stay.
Conclusions:
- Quality improvement initiatives to reduce ICU LOS post-CABG should focus on promoting smoking cessation programs.
- Enhanced management strategies for infection control and renal failure are critical.
- Optimizing manpower allocation within the ICU setting is also recommended to shorten patient stays.
Background/Purpose:
Monitoring ICU length of stay (LOS) after CABG and examining its risk factors can guide initiatives on the improvement of care. But few have evaluated this issue to include personal and clinical factors, and demands of ICU care. This study applied Donabedian model to identify risk factors for longer ICU stays after CABG. Lifestyle, clinical factors during and after CABG, TISS were viewed as structure factors, and infection and organ failures during ICU did as process factors.
Methods:
This retrospective cohort study used data via medical records at a medical center. A stratified randomized sample of 230 adults from a cohort of 690 isolated CABGs was to reflect the rate of 34.7% longer than 3-day-ICU LOS. The sample comprised of longer-stay group (n = 150) and shorter-stay group (n = 80).
Result:
Hierarchical logistic regression analysis revealed that potential signs of infection (3-day average WBC higher than 10,000/μL, OR: 3.41 and the body temperature higher than 38 °C, OR:5.67) and acute renal failure (OR: 8.97) remained as the most significant predicted factors of stay longer than 3 ICU days. Along with higher TISS score within 24 hours (OR:1.06), structure factors of female gender (OR:4.16) smoking(OR: 4.87), higher CCI before surgery(OR:1.49), bypass during CABG (OR:3.51) had higher odds of risk to stay longer.
Conclusion:
Further quality improvement initiatives to shorten ICU stay after CABG may include the promotion of a smoking cessation program in clinical practice, and better management of the manpower allocation, infection control and renal failure.
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