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Validation of a Case Definition to Identify Patients Diagnosed With Cardiovascular Disease in Canadian Primary Care Practices
BACKGROUND: Cardiovascular disease (CVD) is a leading cause of death globally. This study validates a primary care-based electronic medical record case definition for CVD. METHODS: This retrospective, cross-sectional study explores electronic medical record data from 1574 primary care providers part...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10366639/ https://www.ncbi.nlm.nih.gov/pubmed/37496780 http://dx.doi.org/10.1016/j.cjco.2023.04.003 |
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author | Thomas, Riddhima Dinah Kosowan, Leanne Rabey, Mary Bell, Alan Connelly, Kim A. Hawkins, Nathaniel M. Casey, Carolyn Gall Singer, Alexander G. |
author_facet | Thomas, Riddhima Dinah Kosowan, Leanne Rabey, Mary Bell, Alan Connelly, Kim A. Hawkins, Nathaniel M. Casey, Carolyn Gall Singer, Alexander G. |
author_sort | Thomas, Riddhima Dinah |
collection | PubMed |
description | BACKGROUND: Cardiovascular disease (CVD) is a leading cause of death globally. This study validates a primary care-based electronic medical record case definition for CVD. METHODS: This retrospective, cross-sectional study explores electronic medical record data from 1574 primary care providers participating in the Canadian Primary Care Sentinel Surveillance Network. A reference standard was created by reviewing medical records of a subset of patients in this network (n = 2017) for coronary artery disease (CAD), cerebrovascular disease (CeVD), and peripheral vascular disease (PVD). Together, these data produced a CVD reference. We applied validated case definitions to an active patient population (≥ 1 visit between January 1, 2018 and December 31, 2019) to estimate prevalence using the exact binomial test (N = 689,301). Descriptive statistics, χ(2) tests, and t tests characterized patients with vs without CVD. RESULTS: The optimal CVD Case Definition 2 had a sensitivity of 68.5% (95% Confidence Interval [CI]: 61.6%-74.8%), a specificity of 97.8% (95% CI: 97.0%-98.4%), a positive predictive value of 77.7% (95% CI: 71.6%-82.7%), and a negative predictive value of 96.5% (95% CI: 95.8%-97.1%). Included in this CVD definition was a strong CAD case definition with sensitivity of 91.6% (95% CI: 84.6%-96.1%), specificity of 98.3% (95% CI: 97.6%-98.8%), a PPV of 74.8% (95% CI: 67.8%-80.7%), and an NPV of 99.5% (95% CI: 99.1%-99.7%). This CVD definition also included CeVD and PVD case definitions with low sensitivity (77.6% and 36.6%) but high specificity (98.6% and 99.0%). The estimated prevalence of CVD among primary care patients is 11.2% (95% CI, 11.1%-11.3%; n = 77,064); the majority had CAD (6.4%). CONCLUSIONS: This study validated a definition of CVD and its component parts—CAD, CeVD, and PVD. Understanding the prevalence and disease burden for patients with CVD within primary care settings can improve prevention and disease management. |
format | Online Article Text |
id | pubmed-10366639 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-103666392023-07-26 Validation of a Case Definition to Identify Patients Diagnosed With Cardiovascular Disease in Canadian Primary Care Practices Thomas, Riddhima Dinah Kosowan, Leanne Rabey, Mary Bell, Alan Connelly, Kim A. Hawkins, Nathaniel M. Casey, Carolyn Gall Singer, Alexander G. CJC Open Original Article BACKGROUND: Cardiovascular disease (CVD) is a leading cause of death globally. This study validates a primary care-based electronic medical record case definition for CVD. METHODS: This retrospective, cross-sectional study explores electronic medical record data from 1574 primary care providers participating in the Canadian Primary Care Sentinel Surveillance Network. A reference standard was created by reviewing medical records of a subset of patients in this network (n = 2017) for coronary artery disease (CAD), cerebrovascular disease (CeVD), and peripheral vascular disease (PVD). Together, these data produced a CVD reference. We applied validated case definitions to an active patient population (≥ 1 visit between January 1, 2018 and December 31, 2019) to estimate prevalence using the exact binomial test (N = 689,301). Descriptive statistics, χ(2) tests, and t tests characterized patients with vs without CVD. RESULTS: The optimal CVD Case Definition 2 had a sensitivity of 68.5% (95% Confidence Interval [CI]: 61.6%-74.8%), a specificity of 97.8% (95% CI: 97.0%-98.4%), a positive predictive value of 77.7% (95% CI: 71.6%-82.7%), and a negative predictive value of 96.5% (95% CI: 95.8%-97.1%). Included in this CVD definition was a strong CAD case definition with sensitivity of 91.6% (95% CI: 84.6%-96.1%), specificity of 98.3% (95% CI: 97.6%-98.8%), a PPV of 74.8% (95% CI: 67.8%-80.7%), and an NPV of 99.5% (95% CI: 99.1%-99.7%). This CVD definition also included CeVD and PVD case definitions with low sensitivity (77.6% and 36.6%) but high specificity (98.6% and 99.0%). The estimated prevalence of CVD among primary care patients is 11.2% (95% CI, 11.1%-11.3%; n = 77,064); the majority had CAD (6.4%). CONCLUSIONS: This study validated a definition of CVD and its component parts—CAD, CeVD, and PVD. Understanding the prevalence and disease burden for patients with CVD within primary care settings can improve prevention and disease management. Elsevier 2023-04-22 /pmc/articles/PMC10366639/ /pubmed/37496780 http://dx.doi.org/10.1016/j.cjco.2023.04.003 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Original Article Thomas, Riddhima Dinah Kosowan, Leanne Rabey, Mary Bell, Alan Connelly, Kim A. Hawkins, Nathaniel M. Casey, Carolyn Gall Singer, Alexander G. Validation of a Case Definition to Identify Patients Diagnosed With Cardiovascular Disease in Canadian Primary Care Practices |
title | Validation of a Case Definition to Identify Patients Diagnosed With Cardiovascular Disease in Canadian Primary Care Practices |
title_full | Validation of a Case Definition to Identify Patients Diagnosed With Cardiovascular Disease in Canadian Primary Care Practices |
title_fullStr | Validation of a Case Definition to Identify Patients Diagnosed With Cardiovascular Disease in Canadian Primary Care Practices |
title_full_unstemmed | Validation of a Case Definition to Identify Patients Diagnosed With Cardiovascular Disease in Canadian Primary Care Practices |
title_short | Validation of a Case Definition to Identify Patients Diagnosed With Cardiovascular Disease in Canadian Primary Care Practices |
title_sort | validation of a case definition to identify patients diagnosed with cardiovascular disease in canadian primary care practices |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10366639/ https://www.ncbi.nlm.nih.gov/pubmed/37496780 http://dx.doi.org/10.1016/j.cjco.2023.04.003 |
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