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Using health administrative data to identify patients with pulmonary hypertension: A single center, proof of concept validation study in Ontario, Canada
Real‐world identification of pulmonary hypertension (PH) is largely based on the use of administrative databases identified by ICD codes. This approach has not been validated. The aim of this study was to validate a diagnosis of PH and its comorbidities using ICD 9/10 codes. Health records from King...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9052993/ https://www.ncbi.nlm.nih.gov/pubmed/35506095 http://dx.doi.org/10.1002/pul2.12040 |
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author | Wijeratne, Don Thiwanka Housin, Ahmad Lajkosz, Katherine Lougheed, M. Diane Xiong, Ping Yu Barber, David Doliszny, Katharine M. Archer, Stephen L. |
author_facet | Wijeratne, Don Thiwanka Housin, Ahmad Lajkosz, Katherine Lougheed, M. Diane Xiong, Ping Yu Barber, David Doliszny, Katharine M. Archer, Stephen L. |
author_sort | Wijeratne, Don Thiwanka |
collection | PubMed |
description | Real‐world identification of pulmonary hypertension (PH) is largely based on the use of administrative databases identified by ICD codes. This approach has not been validated. The aim of this study was to validate a diagnosis of PH and its comorbidities using ICD 9/10 codes. Health records from Kingston Health Sciences Centre (2010 to 2012) were abstracted to identify a diagnosis of PH. Cohort 1 patients (n = 300) were selected because they had attended a cardiology or respirology clinic without knowledge of PH status. Cohort 2 patients (n = 200) were patients with a diagnosis of PH, identified using International Classification of Diseases (ICD) codes at the time of hospitalizations (CIHI‐DAD) or emergency department (ED) visits (CIHI‐NACRS). These cohorts were combined and reviewed to validate the diagnosis of PH. These data were securely transferred to the Institute of Clinical Evaluative Sciences (ICES). The diagnosis of PH from chart abstraction was used as the gold standard. The classification of PH into WHO groups, based on chart abstraction, was also compared to classification based on ICD code‐defined comorbidities. Cohort 1 and Cohort 2 were merged to yield 449 unique patients in the combined cohort. In the combined cohort, 248 of 449 (55.2%) had a diagnosis of PH by ICD code criteria. The mean age of this PH group was 70 years, and the majority were females (65.5%). One hospitalization or ED visit resulting in a diagnostic code for PH had a sensitivity of 73% and a specificity of 99% for a confirmed PH diagnosis on chart abstraction. When WHO classification by chart abstraction and ICD codes for comorbidities were compared, there was 87% agreement. Identification of PH and its comorbidities using ICD codes is a valid approach, and this single‐center study supports its application to identify PH. |
format | Online Article Text |
id | pubmed-9052993 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-90529932022-05-02 Using health administrative data to identify patients with pulmonary hypertension: A single center, proof of concept validation study in Ontario, Canada Wijeratne, Don Thiwanka Housin, Ahmad Lajkosz, Katherine Lougheed, M. Diane Xiong, Ping Yu Barber, David Doliszny, Katharine M. Archer, Stephen L. Pulm Circ Research Articles Real‐world identification of pulmonary hypertension (PH) is largely based on the use of administrative databases identified by ICD codes. This approach has not been validated. The aim of this study was to validate a diagnosis of PH and its comorbidities using ICD 9/10 codes. Health records from Kingston Health Sciences Centre (2010 to 2012) were abstracted to identify a diagnosis of PH. Cohort 1 patients (n = 300) were selected because they had attended a cardiology or respirology clinic without knowledge of PH status. Cohort 2 patients (n = 200) were patients with a diagnosis of PH, identified using International Classification of Diseases (ICD) codes at the time of hospitalizations (CIHI‐DAD) or emergency department (ED) visits (CIHI‐NACRS). These cohorts were combined and reviewed to validate the diagnosis of PH. These data were securely transferred to the Institute of Clinical Evaluative Sciences (ICES). The diagnosis of PH from chart abstraction was used as the gold standard. The classification of PH into WHO groups, based on chart abstraction, was also compared to classification based on ICD code‐defined comorbidities. Cohort 1 and Cohort 2 were merged to yield 449 unique patients in the combined cohort. In the combined cohort, 248 of 449 (55.2%) had a diagnosis of PH by ICD code criteria. The mean age of this PH group was 70 years, and the majority were females (65.5%). One hospitalization or ED visit resulting in a diagnostic code for PH had a sensitivity of 73% and a specificity of 99% for a confirmed PH diagnosis on chart abstraction. When WHO classification by chart abstraction and ICD codes for comorbidities were compared, there was 87% agreement. Identification of PH and its comorbidities using ICD codes is a valid approach, and this single‐center study supports its application to identify PH. John Wiley and Sons Inc. 2022-02-04 /pmc/articles/PMC9052993/ /pubmed/35506095 http://dx.doi.org/10.1002/pul2.12040 Text en © 2022 The Authors. Pulmonary Circulation published by John Wiley & Sons Ltd on behalf of Pulmonary Vascular Research Institute. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Research Articles Wijeratne, Don Thiwanka Housin, Ahmad Lajkosz, Katherine Lougheed, M. Diane Xiong, Ping Yu Barber, David Doliszny, Katharine M. Archer, Stephen L. Using health administrative data to identify patients with pulmonary hypertension: A single center, proof of concept validation study in Ontario, Canada |
title | Using health administrative data to identify patients with pulmonary hypertension: A single center, proof of concept validation study in Ontario, Canada |
title_full | Using health administrative data to identify patients with pulmonary hypertension: A single center, proof of concept validation study in Ontario, Canada |
title_fullStr | Using health administrative data to identify patients with pulmonary hypertension: A single center, proof of concept validation study in Ontario, Canada |
title_full_unstemmed | Using health administrative data to identify patients with pulmonary hypertension: A single center, proof of concept validation study in Ontario, Canada |
title_short | Using health administrative data to identify patients with pulmonary hypertension: A single center, proof of concept validation study in Ontario, Canada |
title_sort | using health administrative data to identify patients with pulmonary hypertension: a single center, proof of concept validation study in ontario, canada |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9052993/ https://www.ncbi.nlm.nih.gov/pubmed/35506095 http://dx.doi.org/10.1002/pul2.12040 |
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