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Evaluation of administrative case definitions for hypertension in Canadian children
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 pressur...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10175274/ https://www.ncbi.nlm.nih.gov/pubmed/37169770 http://dx.doi.org/10.1038/s41598-023-33401-x |
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author | Dart, Allison Singer, Alexander Chanchlani, Rahul Ferguson, Thomas Tangri, Navdeep Zappitelli, Michael |
author_facet | Dart, Allison Singer, Alexander Chanchlani, Rahul Ferguson, Thomas Tangri, Navdeep Zappitelli, Michael |
author_sort | Dart, Allison |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-10175274 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-101752742023-05-13 Evaluation of administrative case definitions for hypertension in Canadian children Dart, Allison Singer, Alexander Chanchlani, Rahul Ferguson, Thomas Tangri, Navdeep Zappitelli, Michael Sci Rep Article 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. Nature Publishing Group UK 2023-05-11 /pmc/articles/PMC10175274/ /pubmed/37169770 http://dx.doi.org/10.1038/s41598-023-33401-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Dart, Allison Singer, Alexander Chanchlani, Rahul Ferguson, Thomas Tangri, Navdeep Zappitelli, Michael Evaluation of administrative case definitions for hypertension in Canadian children |
title | Evaluation of administrative case definitions for hypertension in Canadian children |
title_full | Evaluation of administrative case definitions for hypertension in Canadian children |
title_fullStr | Evaluation of administrative case definitions for hypertension in Canadian children |
title_full_unstemmed | Evaluation of administrative case definitions for hypertension in Canadian children |
title_short | Evaluation of administrative case definitions for hypertension in Canadian children |
title_sort | evaluation of administrative case definitions for hypertension in canadian children |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10175274/ https://www.ncbi.nlm.nih.gov/pubmed/37169770 http://dx.doi.org/10.1038/s41598-023-33401-x |
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