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.
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.
Background:
Stroke after carotid revascularization is a key effectiveness and quality metric relevant to patients, clinicians, and policymakers. To date, the accuracy of stroke rates reported from Medicare claims-based datasets for patients who underwent carotid revascularization remain unknown. The objective of this study was to validate the accuracy of using International Classification of Diseases, Tenth Revision (ICD-10) codes to detect stroke after carotid artery revascularization.
Methods:
We retrospectively reviewed all patients who underwent carotid revascularization at two institutions from January 2016 to December 2019. We used a list of ICD-10 codes to detect stroke that we derived previously and validated in two prospective cohorts with atherosclerosis. We applied the list to all patients who underwent carotid revascularization at the two institutions to identify patients with an ICD-10 code for stroke, either as the indication for the index procedure or after the procedure. We then performed a comprehensive medical record review for all stroke patients, as well as a 1:1 random sample of patients who underwent revascularization during the same time interval and did not have an ICD-10 code for stroke. Our primary outcome was the sensitivity and specificity of the ICD-10 codes to detect posthospitalization stroke (ie, after the index hospitalization) compared with a gold standard of chart review.
Results:
We performed a comprehensive medical record review of a cohort oversampled for stroke that included 199 patients (mean age, 73.5±7.6 years; 62.3% male; 95.0% non-Hispanic White; 61.8% symptomatic) who underwent carotid revascularization during the study interval. The majority of patients underwent carotid endarterectomy (82.4%), followed by transcarotid artery revascularization (12.1%) and transfemoral carotid artery stenting (5.5%). Twelve patients had a stroke during their index hospitalization, creating a final cohort of 187 patients eligible for assessment of posthospitalization stroke. After a median follow-up time of 453 days (interquartile range, 82-803 days), 10 asymptomatic patients and 10 symptomatic patients had a posthospitalization stroke based on chart review. Among asymptomatic patients, the sensitivity and specificity of ICD-10 codes to detect a posthospitalization stroke were 100% (95% CI, 69.2%-100.0%) and 96.8% (95% CI, 88.8%-99.6%), respectively, when considering all linked diagnosis codes. Among symptomatic patients, the sensitivity and specificity of ICD-10 codes to detect a posthospitalization stroke were 80.0% (95% CI, 44.4%-97.5%) and 94.3% (95% CI, 88.0%-97.9%), respectively, when considering all diagnosis codes.
Conclusions:
Posthospitalization stroke can be measured accurately after carotid revascularization using ICD-10 codes in Medicare claims data. The reliability of the algorithm is better among asymptomatic patients than symptomatic patients.
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