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Moderate sensitivity and high specificity of emergency department administrative data for transient ischemic attacks
BACKGROUND: Validation of administrative data case definitions is key for accurate passive surveillance of disease. Transient ischemic attack (TIA) is a condition primarily managed in the emergency department. However, prior validation studies have focused on data after inpatient hospitalization. We...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5604304/ https://www.ncbi.nlm.nih.gov/pubmed/28923103 http://dx.doi.org/10.1186/s12913-017-2612-6 |
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author | Yu, Amy Y. X. Quan, Hude McRae, Andrew Wagner, Gabrielle O. Hill, Michael D. Coutts, Shelagh B. |
author_facet | Yu, Amy Y. X. Quan, Hude McRae, Andrew Wagner, Gabrielle O. Hill, Michael D. Coutts, Shelagh B. |
author_sort | Yu, Amy Y. X. |
collection | PubMed |
description | BACKGROUND: Validation of administrative data case definitions is key for accurate passive surveillance of disease. Transient ischemic attack (TIA) is a condition primarily managed in the emergency department. However, prior validation studies have focused on data after inpatient hospitalization. We aimed to determine the validity of the Canadian 10th International Classification of Diseases (ICD-10-CA) codes for TIA in the national ambulatory administrative database. METHODS: We performed a diagnostic accuracy study of four ICD-10-CA case definition algorithms for TIA in the emergency department setting. The study population was obtained from two ongoing studies on the diagnosis of TIA and minor stroke versus stroke mimic using serum biomarkers and neuroimaging. Two reference standards were used 1) the emergency department clinical diagnosis determined by chart abstractors and 2) the 90-day final diagnosis, both obtained by stroke neurologists, to calculate the sensitivity, specificity, positive and negative predictive values (PPV and NPV) of the ICD-10-CA algorithms for TIA. RESULTS: Among 417 patients, emergency department adjudication showed 163 (39.1%) TIA, 155 (37.2%) ischemic strokes, and 99 (23.7%) stroke mimics. The most restrictive algorithm, defined as a TIA code in the main position had the lowest sensitivity (36.8%), but highest specificity (92.5%) and PPV (76.0%). The most inclusive algorithm, defined as a TIA code in any position with and without query prefix had the highest sensitivity (63.8%), but lowest specificity (81.5%) and PPV (68.9%). Sensitivity, specificity, PPV, and NPV were overall lower when using the 90-day diagnosis as reference standard. CONCLUSIONS: Emergency department administrative data reflect diagnosis of suspected TIA with high specificity, but underestimate the burden of disease. Future studies are necessary to understand the reasons for the low to moderate sensitivity. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12913-017-2612-6) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5604304 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-56043042017-09-21 Moderate sensitivity and high specificity of emergency department administrative data for transient ischemic attacks Yu, Amy Y. X. Quan, Hude McRae, Andrew Wagner, Gabrielle O. Hill, Michael D. Coutts, Shelagh B. BMC Health Serv Res Research Article BACKGROUND: Validation of administrative data case definitions is key for accurate passive surveillance of disease. Transient ischemic attack (TIA) is a condition primarily managed in the emergency department. However, prior validation studies have focused on data after inpatient hospitalization. We aimed to determine the validity of the Canadian 10th International Classification of Diseases (ICD-10-CA) codes for TIA in the national ambulatory administrative database. METHODS: We performed a diagnostic accuracy study of four ICD-10-CA case definition algorithms for TIA in the emergency department setting. The study population was obtained from two ongoing studies on the diagnosis of TIA and minor stroke versus stroke mimic using serum biomarkers and neuroimaging. Two reference standards were used 1) the emergency department clinical diagnosis determined by chart abstractors and 2) the 90-day final diagnosis, both obtained by stroke neurologists, to calculate the sensitivity, specificity, positive and negative predictive values (PPV and NPV) of the ICD-10-CA algorithms for TIA. RESULTS: Among 417 patients, emergency department adjudication showed 163 (39.1%) TIA, 155 (37.2%) ischemic strokes, and 99 (23.7%) stroke mimics. The most restrictive algorithm, defined as a TIA code in the main position had the lowest sensitivity (36.8%), but highest specificity (92.5%) and PPV (76.0%). The most inclusive algorithm, defined as a TIA code in any position with and without query prefix had the highest sensitivity (63.8%), but lowest specificity (81.5%) and PPV (68.9%). Sensitivity, specificity, PPV, and NPV were overall lower when using the 90-day diagnosis as reference standard. CONCLUSIONS: Emergency department administrative data reflect diagnosis of suspected TIA with high specificity, but underestimate the burden of disease. Future studies are necessary to understand the reasons for the low to moderate sensitivity. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12913-017-2612-6) contains supplementary material, which is available to authorized users. BioMed Central 2017-09-18 /pmc/articles/PMC5604304/ /pubmed/28923103 http://dx.doi.org/10.1186/s12913-017-2612-6 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Yu, Amy Y. X. Quan, Hude McRae, Andrew Wagner, Gabrielle O. Hill, Michael D. Coutts, Shelagh B. Moderate sensitivity and high specificity of emergency department administrative data for transient ischemic attacks |
title | Moderate sensitivity and high specificity of emergency department administrative data for transient ischemic attacks |
title_full | Moderate sensitivity and high specificity of emergency department administrative data for transient ischemic attacks |
title_fullStr | Moderate sensitivity and high specificity of emergency department administrative data for transient ischemic attacks |
title_full_unstemmed | Moderate sensitivity and high specificity of emergency department administrative data for transient ischemic attacks |
title_short | Moderate sensitivity and high specificity of emergency department administrative data for transient ischemic attacks |
title_sort | moderate sensitivity and high specificity of emergency department administrative data for transient ischemic attacks |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5604304/ https://www.ncbi.nlm.nih.gov/pubmed/28923103 http://dx.doi.org/10.1186/s12913-017-2612-6 |
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