Department 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.
Division of Family Medicine, University of Manitoba, Winnipeg, Canada.
Sci Rep. 2023 May 11;13(1):7654. doi: 10.1038/s41598-023-33401-x.
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.
高血压在儿童中呈上升趋势,需要进行疾病监测。因此,我们试图评估用于识别医疗保健中儿童高血压的病例定义的有效性。在 2014 年至 2016 年期间,利用马尼托巴初级保健研究网络(MaPCReN)电子病历中记录的血压,确定了 3-18 岁儿童的高血压病例。确定了高血压的患病率和相关临床特征。然后,我们评估了 18 种病例定义的有效性,这些定义结合了门诊医生就诊(ICD9CM 代码)、住院(ICD9CM/ICD10 代码)和数据存储在马尼托巴卫生政策中心的 1-3 年内使用的降压药。MaPCReN 数据库确定了 241 例高血压儿童和 4090 例无高血压儿童(患病率为 5.6%)。算法的灵敏度在 0.18 到 0.51 之间,特异性在 0.98 到 1.00 之间。药物使用显著提高了算法的灵敏度。灵敏度和 ROC 曲线下面积最高的算法是 1 次以上住院治疗或 1 次以上医生就诊或 1 次以上药物记录。建议评估 2 年的数据。单独使用行政数据可以反映高血压的诊断,特异性高,但低估了这种疾病的真实患病率。因此,需要其他数据源进行疾病监测。