Evaluation of administrative case definitions for chronic kidney disease in children

Pediatr Res. 2020 Feb;87(3):569-575. doi: 10.1038/s41390-019-0595-1. Epub 2019 Oct 2.

Abstract

Introduction: Administrative data is increasingly used for chronic disease surveillance; however, its validity to define cases of chronic kidney disease (CKD) in children is unknown. We sought to evaluate the performance of case definitions for CKD in children.

Methods: We utilized population-based administrative data from the Manitoba Center for Health Policy to evaluate the validity of algorithms based on a combination of hospital claims, outpatient physician visits, and pharmaceutical use over 1-3 years in children <18 years of age. Algorithms were compared with a laboratory-based definition (estimated glomerular filtration rate < 90 ml/min/1.73 m2 and/or presence of proteinuria).

Results: All algorithms evaluated had very low sensitivity (0.20-0.39) and moderate positive predictive value (0.52-0.68). Algorithms had excellent specificity (0.98-0.99) and negative predictive value (0.96-0.97). Receiver operating characteristic (ROC) curves indicate fair accuracy (0.60-0.68). Sensitivity improved with increasing years of data. One or more physician claims and one or more prescriptions over 3 years had the highest sensitivity and ROC.

Conclusions: The sensitivity of administrative data algorithms for CKD is unacceptably low for a screening test. Specificity is excellent; therefore, children without CKD are correctly identified. Alternate data sources are required for population-based surveillance of this important chronic disease.

Publication types

  • Comparative Study
  • Research Support, Non-U.S. Gov't
  • Validation Study

MeSH terms

  • Administrative Claims, Healthcare*
  • Adolescent
  • Age Factors
  • Algorithms*
  • Child
  • Child, Preschool
  • Chronic Disease Indicators
  • Data Accuracy
  • Data Mining*
  • Databases, Factual
  • Drug Prescriptions
  • Female
  • Glomerular Filtration Rate
  • Humans
  • Infant
  • Kidney / physiopathology
  • Male
  • Manitoba / epidemiology
  • Office Visits
  • Predictive Value of Tests
  • Proteinuria / diagnosis
  • Proteinuria / epidemiology
  • Proteinuria / physiopathology
  • Renal Insufficiency, Chronic / diagnosis*
  • Renal Insufficiency, Chronic / epidemiology
  • Renal Insufficiency, Chronic / physiopathology
  • Reproducibility of Results