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Pediatric Acute Kidney Injury (AKI) Retrospective, Real-Time and Repository Research

Not Applicable
Completed
Conditions
Renal Injury
Kidney Disease
Acute Kidney Injury
Interventions
Other: AKI Risk Notification
Registration Number
NCT02660931
Lead Sponsor
Vanderbilt University Medical Center
Brief Summary

This proposal will incorporate statistical models developed by the investigators to predict risk for acute kidney injury into our electronic medical record system, enabling an alert to notify providers of the risk status. Pediatric inpatients will be randomly assigned to be in the intervention group, for whom the notification will be implemented, or in the control group, who will receive usual care (no notification). The investigators believe the notification will increase appropriate screening for acute kidney injury and reduce the severity of acute kidney injury in the intervention group.

Detailed Description

This proposal will incorporate a logistic regression models developed by the investigators to predict risk for acute kidney injury in pediatric intensive care unit and pediatric ward patients into the electronic medical record system, enabling personalized decision support. Real-time surveillance using the risk prediction models will identify pediatric inpatients at increased risk for acute kidney injury. When patients exceed the threshold risk for acute kidney injury, the electronic medical record system will notify providers. Patients will be randomly assigned to be in the intervention group, for whom the notification will be implemented, or in the control group, for whom the notification will not display. The risk notification will be assessed for its impact on outcomes including rates of screening for acute kidney injury and the severity of acute kidney injury.

Recruitment & Eligibility

Status
COMPLETED
Sex
All
Target Recruitment
12108
Inclusion Criteria
  • All admissions to the pediatric intensive care unit or pediatric wards at the Monroe Carell Junior Children's Hospital at Vanderbilt
Exclusion Criteria
  • Prior diagnosis of chronic renal disease, including dialysis and transplant
  • Admission to the Neonatal Intensive Care Unit during the current admission

Study & Design

Study Type
INTERVENTIONAL
Study Design
PARALLEL
Arm && Interventions
GroupInterventionDescription
AKI Risk NotificationAKI Risk NotificationPatients randomized to this arm will be eligible for an acute kidney injury risk notification, if their calculated risk exceeds the threshold during their inpatient encounter.
Primary Outcome Measures
NameTimeMethod
Number of Serum Creatinine Tests OrderedAdmission through Discharge (approximately 2 days to 1 week)

Measure of efficacy of the clinical decision support to lead to increased screening for acute kidney injury.

Secondary Outcome Measures
NameTimeMethod
Renal Replacement Therapy (number requiring RRT)Admission through Discharge (approximately 2 days to 1 week)

Determined by ICD10 and CPT codes during admission.

Length of Stay (days)Admission through Discharge (approximately 2 days to 1 week)

Number of days in hospital for admission.

Acute Kidney Injury Severity (as measured by Kidney Disease Improving Global Outcomes [KDIGO] stage 1, 2 or 3)Admission through Discharge (approximately 2 days to 1 week)

Worst stage of AKI during hospital stay.

In-hospital MortalityAdmission through Discharge (approximately 2 days to 1 week)

If any in cohort.

Trial Locations

Locations (1)

Monroe Carell Jr. Children's Hospital at Vanderbilt

🇺🇸

Nashville, Tennessee, United States

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