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Evaluation of administrative case definitions for hypertension in Canadian children
Allison Dart1, Alexander Singer2, Rahul Chanchlani3
1Department of Pediatrics and Child Health, Children's Hospital Research Institute of Manitoba, Diabetes Research Envisioned and Accomplished in Manitoba, University of Manitoba, FE-009 820 Sherbrook St., Winnipeg, MB, R3A1R9, Canada. adart@hsc.mb.ca.
Insights
Identifying pediatric hypertension in administrative data is challenging. Combining hospitalization, physician claims, and medication use improves case definition accuracy for disease surveillance.
Area of Science:
- Pediatric Health
- Public Health Surveillance
- Health Informatics
Background:
- Childhood hypertension is a growing concern requiring effective disease surveillance.
- Administrative healthcare data offers potential for identifying pediatric hypertension cases.
Purpose of the Study:
- To assess the validity of various case definitions for identifying pediatric hypertension in administrative healthcare data.
- To determine the prevalence and clinical characteristics of hypertension in children aged 3-18 years.
Main Methods:
- Utilized electronic medical record data from the Manitoba Primary Care Research Network (MaPCReN) (2014-2016).
- Evaluated 18 case definitions combining physician visits (ICD9CM), hospital claims (ICD9CM/ICD10), and antihypertensive medication use.
- Calculated sensitivity, specificity, and area under the ROC curve for each definition.
Main Results:
- Identified 241 children with hypertension (prevalence 5.6%).
- Algorithm sensitivity ranged from 0.18 to 0.51, with specificity from 0.98 to 1.00.
- Including pharmaceutical records significantly increased sensitivity; definitions incorporating hospitalization, physician claims, or medication showed highest performance.
Conclusions:
- Administrative data demonstrates high specificity for diagnosing pediatric hypertension but underestimates prevalence.
- A 2-year data evaluation period is recommended.
- Alternative data sources are necessary to complement administrative data for comprehensive disease surveillance.
Abstract:
Hypertension is increasing in children and warrants disease surveillance. We therefore sought to evaluate the validity of case definitions to identify pediatric hypertension in administrative healthcare data. Cases of hypertension in children 3-18 years of age were identified utilizing blood pressures recorded in the Manitoba Primary Care Research Network (MaPCReN) electronic medical record from 2014 to 2016. Prevalence of hypertension and associated clinical characteristics were determined. We then evaluated the validity of 18 case definitions combining outpatient physician visits (ICD9CM codes), hospital claims (ICD9CM/ICD10 codes) and antihypertensive use within 1-3 years of data housed at the Manitoba Centre for Health Policy. The MaPCReN database identified 241 children with hypertension and 4090 without (prevalence = 5.6%). The sensitivity of algorithms ranged between 0.18 and 0.51 and the specificity between 0.98 and 1.00. Pharmaceutical use increased the sensitivity of algorithms significantly. The algorithms with the highest sensitivity and area under the ROC curve were 1 or more hospitalization OR 1 or more physician claim OR 1 or more pharmaceutical record. Evaluating 2 years of data is recommended. Administrative data alone reflects diagnosis of hypertension with high specificity, but underestimate the true prevalence of this disease. Alternative data sources are therefore required for disease surveillance.
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