Accuracy of posthospitalization stroke detection following carotid revascularization in Medicare claims

Jesse A Columbo1, Sanuja Bose2, Jialin Mao3

  • 1Division of Vascular Surgery, Geisel School of Medicine at Dartmouth, Hanover, NH; Section of Vascular Surgery, Dartmouth Hitchcock Medical Center, Lebanon, NH.

PubMed

Insights

International Classification of Diseases, Tenth Revision (ICD-10) codes accurately detect post-stroke events after carotid revascularization. This method is more reliable for asymptomatic patients, aiding quality metric reporting.

Area of Science:

  • Vascular Surgery
  • Health Informatics
  • Quality Improvement

Background:

  • Stroke following carotid revascularization is a critical quality metric.
  • Accuracy of stroke rates from Medicare claims data after carotid revascularization is unknown.
  • Validating International Classification of Diseases, Tenth Revision (ICD-10) codes for stroke detection is essential.

Purpose of the Study:

  • To validate the accuracy of ICD-10 codes for detecting stroke after carotid artery revascularization.
  • To assess the sensitivity and specificity of ICD-10 codes compared to chart review.
  • To evaluate the reliability of ICD-10 codes in Medicare claims data.

Main Methods:

  • Retrospective review of patients undergoing carotid revascularization (2016-2019).
  • Application of a validated ICD-10 code list to identify stroke events.
  • Comprehensive medical record review for stroke confirmation and comparison with a random sample.

Main Results:

  • Study included 199 patients; 187 eligible for posthospitalization stroke assessment.
  • Sensitivity and specificity of ICD-10 codes were high, particularly for asymptomatic patients (Sensitivity: 100%, Specificity: 96.8%).
  • Symptomatic patients showed good accuracy (Sensitivity: 80.0%, Specificity: 94.3%).

Conclusions:

  • ICD-10 codes accurately measure posthospitalization stroke after carotid revascularization using Medicare claims.
  • The reliability of ICD-10 code-based stroke detection is higher in asymptomatic patients.
  • This validation supports the use of claims data for quality assessment in carotid revascularization outcomes.
Abstract

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