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Comparing Resource Use in Medical Admissions of Children With Complex Chronic Conditions
Jeffrey H Silber1,2,3,4,5, Paul R Rosenbaum5,6, Samuel D Pimentel7
1Center for Outcomes Research, Children's Hospital of Philadelphia.
Insights
Hospitals show significant variation in resource use for children with complex chronic conditions (CCCs). Template Matching helps identify efficiency differences and target quality improvements for better patient outcomes.
Area of Science:
- Pediatric healthcare resource utilization
- Healthcare quality improvement
- Complex chronic conditions management
Background:
- Children with complex chronic conditions (CCCs) consume a significant portion of hospital resources.
- Variations in resource utilization among hospitals for similar pediatric patients are not well understood.
Purpose of the Study:
- To determine if hospitals exhibit significantly different resource utilization patterns when caring for similar children with CCCs.
- To identify potential areas for quality improvement and benchmarking in pediatric healthcare.
Main Methods:
- Utilized Pediatric Health Information System data (2009-2013) from 40 children's hospitals.
- Constructed an inpatient "Template" of 300 children with CCCs, matched to 300 patients at each hospital for direct standardization.
- Analyzed intensive care unit (ICU) admission rates, length of stay, and total cost per patient.
Main Results:
- Significant variations in resource utilization were observed across hospitals.
- Intensive care unit (ICU) utilization varied by 111%, length of stay by 25%, and total cost by 47% between the lowest and highest percentile hospitals.
- Hospitals showed differing efficiency patterns for low-risk versus high-risk patients.
Conclusions:
- Hospitals demonstrate substantial variability in resource use for pediatric patients with complex chronic conditions (CCCs).
- Template Matching is a valuable tool for benchmarking hospital performance and identifying patient groups with aberrant outcomes.
- Findings can guide quality initiatives to target specific patient populations and improve resource allocation.
Background:
Children with complex chronic conditions (CCCs) utilize a disproportionate share of hospital resources.
Objective:
We asked whether some hospitals display a significantly different pattern of resource utilization than others when caring for similar children with CCCs admitted for medical diagnoses.
Research Design:
Using Pediatric Health Information System data from 2009 to 2013, we constructed an inpatient Template of 300 children with CCCs, matching these to 300 patients at each hospital, thereby performing a type of direct standardization.
Subjects:
Children with CCCs were drawn from a list of the 40 most common medical principal diagnoses, then matched to patients across 40 Children's Hospitals.
Measures:
Rate of intensive care unit admission, length of stay, resource cost.
Results:
For the Template-matched patients, when comparing resource use at the lower 12.5-percentile and upper 87.5-percentile of hospitals, we found: intensive care unit utilization was 111% higher (6.6% vs. 13.9%, P<0.001); hospital length of stay was 25% higher (2.4 vs. 3.0 d/admission, P<0.001); and finally, total cost per patient varied by 47% ($6856 vs. $10,047, P<0.001). Furthermore, some hospitals, compared with their peers, were more efficient with low-risk patients and less efficient with high-risk patients, whereas other hospitals displayed the opposite pattern.
Conclusions:
Hospitals treating similar patients with CCCs admitted for similar medical diagnoses, varied greatly in resource utilization. Template Matching can aid chief quality officers benchmarking their hospitals to peer institutions and can help determine types of their patients having the most aberrant outcomes, facilitating quality initiatives to target these patients.
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