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Factors Associated With Increased Laboratory Use in the Pediatric Cardiac Intensive Care Unit
Insights
Laboratory testing frequency in pediatric cardiac intensive care units is influenced by patient factors like younger age and longer bypass times. Nursing factors such as experience and shift type also impact laboratory utilization.
Area of Science:
- Pediatric Cardiac Intensive Care
- Healthcare Resource Utilization
- Clinical Laboratory Science
Background:
- Laboratory testing is crucial for postoperative management in pediatric cardiac intensive care units (CICUs).
- Current evidence is limited regarding factors influencing the frequency of laboratory testing in this setting.
- Understanding these factors can optimize hospital resource utilization.
Purpose of the Study:
- To identify patient and clinical factors associated with increased laboratory utilization after pediatric congenital heart surgery.
- To analyze both patient-level and shift-level determinants of laboratory test frequency.
Main Methods:
- A retrospective analysis of 250 unique patients and 909 nursing shifts was conducted.
- Patients exceeding the 90th percentile of laboratory tests were classified as high utilization.
- Statistical analyses identified independent predictors of high laboratory use.
Main Results:
- Younger patients and longer cardiopulmonary bypass times were linked to higher laboratory utilization.
- Patients in the highest Risk Adjustment for Congenital Heart Surgery (RACHS-1) category showed significantly increased utilization.
- Shift-level factors included bypass time, younger age at surgery, registered nurse experience, precepting, and weekday shifts.
Conclusions:
- Multiple patient and nursing-related factors significantly influence laboratory utilization in pediatric CICUs.
- Identifying these factors allows for targeted interventions to manage laboratory testing frequency.
- This recognition can lead to more efficient patient management and resource allocation.
Background:
Laboratory testing is frequently used to guide postoperative management and contributes to hospital resource utilization; however, there is little evidence identifying patient or clinical factors to inform the appropriate frequency of laboratory testing in the pediatric cardiac intensive care unit.
Objectives:
To examine the factors associated with increased laboratory utilization following pediatric congenital heart surgery.
Methods:
For each patient, the total number of tests and types of laboratory tests were recorded. Patients whose number of tests was greater than the 90th percentile were categorized as increased laboratory use.
Results:
A sample of 250 unique patients and 909 nursing shifts were obtained for patient- and shift-level analyses. The top 10% of patients identified as the high laboratory utilization group (>128 laboratory tests). High-use group reported significantly younger patients and longer bypass time (P < .001). Patients in the highest Risk Adjustment for Congenital Heart Surgery 1 risk category were 34.7 times more likely to be in high laboratory utilization group (P = .006), independent of age at time of surgery and time on bypass (receiver operating characteristic curve = 0.855). At the shift level, time on bypass (P = .002), age younger than 30 days at surgery (P < .001), 3 to 5 years' registered nurse experience (P < .001), staff precepting (P = .03), and weekday shift status (P = .03) were all independently associated with high laboratory utilization.
Conclusions:
There are multiple factors associated with increased laboratory utilization. Recognition of specific patient and nursing factors can be used to impact patient management.
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