Evidence map›Paper›PMID 33177162›Full record

ArticleStroke and vascular neurology2021

Strategy for reliable identification of ischaemic stroke, thrombolytics and thrombectomy in large administrative databases.

Kori S Zachrison, Sijia Li, Mathew J Reeves, Opeolu Adeoye, Carlos A Camargo, Lee H Schwamm, Renee Y Hsia

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed
2.9field-weighted citation impact, top 8% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

21 citing papers in PubMed, 37 citations in OpenAlex.

  1. Article
  2. 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 · 2026
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  20. 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 · 2022
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 5 institutions in 1 country.

Kori S ZachrisonDepartment of Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA kzachrison@mgh.harvard.edu.ORCID 0000-0001-8160-3257
Sijia LiDepartment of Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA.
Mathew J ReevesDepartment of Epidemiology and Biostatistics, Michigan State University, East Lansing, Michigan, USA.
Opeolu AdeoyeUniversity of Cincinnati, Cincinnati, Ohio, USA.
Carlos A CamargoDepartment of Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA.
Lee H SchwammMassachusetts General Hospital, Boston, Massachusetts, USA.
Renee Y HsiaDepartment of Emergency Medicine, University of California San Francisco, San Francisco, California, USA.
Massachusetts General Hospital · USHarvard University · USMichigan State University · USUniversity of California, San Francisco · USUniversity of Cincinnati · US

Funding

The Impact of Cardiac Care Regionalization on Access, Treatment, and OutcomesR01HL134182 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Renee Yuen-Jan Hsia, YU-CHU SHEN · 2016 to 2026
$4.1M
New England Regional Coordinating Center for the NINDS Stroke Trials Network (StrokeNet)U24NS107243 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI ANEESH B SINGHAL · 2018 to 2026
$3.3M
Effects of Percutaneous Coronary Intervention Lab Openings and Closures on Patients, Hospitals, and CommunitiesR01HL114822 · NHLBI · NATIONAL BUREAU OF ECONOMIC RESEARCH · PI HSIA, RENEE YUEN-JAN, SHEN, YU-CHU · 2012 to 2020
$2.8M
Identifying novel system-level factors associated with the quality of acute stroke care deliveryK08HS024561 · AHRQ · MASSACHUSETTS GENERAL HOSPITAL · PI ZACHRISON, KORILYN SAUSER · 2016 to 2020
$784k
AHRQ HHS K08 HS024561NHLBI NIH HHS R01 HL114822NHLBI NIH HHS R01 HL134182NINDS NIH HHS U24 NS107243
6 · The paper itself

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.

Indexed as

Fibrinolytic AgentsIschemic StrokeThrombectomyAgedHumansMedicareUnited StatesFibrinolytic Agentsstroke

Identifiers

PMID33177162
PMCPMC8258073
OpenAlexW3103217396

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.