Skip to main navigation Skip to search Skip to main content

Moderate sensitivity and high specificity of emergency department administrative data for transient ischemic attacks

  • Amy Y.X. Yu*
  • , Hude Quan
  • , Andrew McRae
  • , Gabrielle O. Wagner
  • , Michael D. Hill
  • , Shelagh B. Coutts
  • *Corresponding author for this work
  • University of Calgary
  • University of Calgary

Research output: Contribution to journalArticlepeer-review

20 Scopus citations

Abstract

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.

Original languageEnglish
Article number666
JournalBMC Health Services Research
Volume17
Issue number1
DOIs
StatePublished - 18 Sep 2017
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • Administrative data
  • Diagnosis
  • Emergency department
  • Epidemiology
  • Transient ischemic attack

Fingerprint

Dive into the research topics of 'Moderate sensitivity and high specificity of emergency department administrative data for transient ischemic attacks'. Together they form a unique fingerprint.

Cite this