ArticleStroke and vascular neurology2021
Strategy for reliable identification of ischaemic stroke, thrombolytics and thrombectomy in large administrative databases.
Article in Stroke and vascular neurology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Who cites it
21 citing papers in PubMed, 37 citations in OpenAlex.
- Trends and disparities in NIHSS reporting and outcomes in acute ischemic stroke hospitalizations: A retrospective cross-sectional study.Acta neurochirurgica · 2026Article
- Racial and ethnic disparities in access to acute stroke capabilities in California: Association with rurality and telestroke access.Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association · 2026Article
- Cumulative Incidence of Stroke Disability and Mortality Following Emergency Department Discharge for Dizziness: A Cohort Study.Annals of emergency medicine · 2026Article
- Improved Cardiometabolic Health with Uterine-Preserving Fibroid Treatment Compared to Hysterectomy.Journal of clinical medicine · 2026Article
- Can administrative data be used for a national register of hospitalised stroke patients? A New Zealand validation study.The Lancet regional health. Western Pacific · 2026Article
- ECMO and impella increase stroke risk in acute myocardial infarction.Scientific reports · 2025Article
- Stroke Center Certification and Within-Hospital Racial Disparities in Treatment.JAMA network open · 2025Article
- Trends in Ischemic Stroke Hospitalization and Outcomes in the United States Pre- and Peri-COVID-19 Pandemic: A National Inpatient Sample Study.Journal of clinical medicine · 2025Article
- Quantifying Hospital Opportunities to Increase Ischemic Stroke Thrombolysis.Journal of the American Heart Association · 2025Article
- Geographic Access to High-Volume Mechanical Thrombectomy Centers in Florida, 2019.Neurology. Clinical practice · 2024Article
- Treatments and Patient Outcomes Following Stroke Center Expansion.JAMA network open · 2024Article
- Comparing the outcomes and costs of cardiac monitoring with implantable loop recorders and mobile cardiac outpatient telemetry following stroke using real-world evidence.Journal of comparative effectiveness research · 2024Article
- Insurance-Based Disparities in Stroke Center Access in California: A Network Science Approach.Circulation. Cardiovascular quality and outcomes · 2023Article
- Article
- Benefits and harms of oral anticoagulants for atrial fibrillation in nursing home residents with advanced dementia.Journal of the American Geriatrics Society · 2023Article
- Ischemic Stroke Systems of Care in California: Evolution in the Organization During the Mechanical Thrombectomy Era.Stroke (Hoboken, N.J.) · 2022Article
- Racial Inequities Across Rural Strata in Acute Stroke Care and In-Hospital Mortality: National Trends Over 6 Years.Stroke · 2022Article
- The relationship between stroke system organization and disparities in access to stroke center care in California.Journal of the American College of Emergency Physicians open · 2022Article
- Demographic and institutional predictors of stroke hospitalization mortality among adults in the United States.eNeurologicalSci · 2022Article
- Utilization and Outcomes of Acute Revascularization Treatments in Ischemic Stroke Patients with SARS-CoV-2 Infection.Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association · 2022Article
Corrections and comments
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Authors and funding
7 authors at 5 institutions in 1 country.
Funding
Abstract
backgroundAdministrative data are frequently used in stroke research. Ensuring accurate identification of patients who had an ischaemic stroke, and those receiving thrombolysis and endovascular thrombectomy (EVT) is critical to ensure representativeness and generalisability. We examined differences in patient samples based on mode of identification, and propose a strategy for future patient and procedure identification in large administrative databases.
methodsWe used non-public administrative data from the state of California to identify all patients who had an ischaemic stroke discharged from an emergency department (ED) or inpatient hospitalisation from 2010 to 2017 based on International Classification of Disease (ICD-9) (2010-2015), ICD-10 (2015-2017) and Medicare Severity-Diagnosis-related Group (MS-DRG) discharge codes. We identified patients with interhospital transfers, patients receiving thrombolytics and patients treated with EVT based on ICD, Current Procedural Terminology (CPT) and MS-DRG codes. We determined what proportion of these transfers and procedures would have been identified with ICD versus MS-DRG discharge codes.
resultsOf 365 099 ischaemic stroke encounters, most (87.70%) had both a stroke-related ICD-9 or ICD-10 code and stroke-related MS-DRG code; 12.28% had only an ICD-9 or ICD-10 code and 0.02% had only an MS-DRG code. Nearly all transfers (99.99%) were identified using ICD codes. We identified 32 433 thrombolytic-treated patients (8.9% of total) using ICD, CPT and MS-DRG codes; the combination of ICD and CPT codes identified nearly all (98%). We identified 7691 patients treated with EVT (2.1% of total) using ICD and MS-DRG codes; both MS-DRG and ICD-9/ICD-10 codes were necessary because ICD codes alone missed 13.2% of EVTs. CPT codes only pertain to outpatient/ED patients and are not useful for EVT identification.
conclusionsICD-9/ICD-10 diagnosis codes capture nearly all ischaemic stroke encounters and transfers, while the combination of ICD-9/ICD-10 and CPT codes are adequate for identifying thrombolytic treatment in administrative datasets. However, MS-DRG codes are necessary in addition to ICD codes for identifying EVT, likely due to favourable reimbursement for EVT-related MS-DRG codes incentivising accurate coding.
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