Changes in Stroke Care Regionalization in California Associated With Evolving Evidence of Benefit for Endovascular Thrombectomy: A Network Analysis

BACKGROUND: The 2015 demonstration of the benefit of endovascular thrombectomy (EVT) led to increases in interhospital transfer of patients with large vessel occlusion stroke. We sought to characterize the associated evolution in stroke care regionalization. METHODS: We used comprehensive California statewide all-payer administrative data from 2010 to 2021 to identify ischemic stroke encounters and transfers (using recorded disposition and adjacent claims). We applied network analysis methods to create the interhospital transfer network, examine access to EVT-capable hospitals (time-varying, based on performance of ≥2 EVT cases that year), and used block models to identify clusters of hospitals closely connected through transfer by year and pre- versus post-2015. We used regression modeling with a linear spline and knot at 2015 to examine changes in network characteristics over time. RESULTS: We identified 19 244 transfers between 338 hospitals. Pre-2015, 7 of 11 clusters had ≥1 EVT-capable hospital. Post-2015, 24 of 26 clusters had ≥1 EVT-capable hospital. More hospitals had EVT capability over time (21.6% [70/324] to 33.7% [106/315]). EVT-capable hospitals consistently received more transferred patients relative to noncapable hospitals (mean number of received transfers/y pre-2015: 55.2 versus 15.6; post-2015: 97.3 versus 13.8). Initially, transfers for EVT increased from 10.7% of EVT cases having an interhospital transfer in 2010 to 36.0% by 2016. After 2016, the trend reversed, decreasing to 21.7% by 2021. CONCLUSIONS: The California stroke system of care became less regionalized for EVT access from 2010 to 2021. Although we expected increased consolidation with fewer clusters centered around EVT-capable hospitals, we instead observed an increased number of EVT-capable hospitals with more clusters around them and less need for transfer to access EVT. More work is needed to examine the relative trade-offs of regionalization patterns in stroke systems of care, given recognized benefits of more regionalized care around higher-volume centers in other conditions.

Authors

Institutions

Publication Details

Journal
Circulation Population Health and Outcomes
Published
2026-09-30
DOI
https://doi.org/10.1161/circoutcomes.126.013347
Primary Topic
Acute Ischemic Stroke Management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Changes in Stroke Care Regionalization in California Associated With Evolving Evidence of Benefit for Endovascular Thrombectomy: A Network Analysis

Mathew J. Reeves, Vicki Fung, Jukka‐Pekka Onnela, Renee Yuen-Jan Hsia et al.
Circulation Population Health and Outcomes
Acute Ischemic Stroke Management
article

Changes in Stroke Care Regionalization in California Associated With Evolving Evidence of Benefit for Endovascular Thrombectomy: A Network Analysis

Mathew J. Reeves, Vicki Fung, Jukka‐Pekka Onnela, Renee Yuen-Jan Hsia, Carlos A. Camargo, Margaret E. Samuels‐Kalow, Kori Sauser Zachrison, Lee H. Schwamm, Yizhou Cui, Yuhua Zhang
article en

Abstract

BACKGROUND: The 2015 demonstration of the benefit of endovascular thrombectomy (EVT) led to increases in interhospital transfer of patients with large vessel occlusion stroke. We sought to characterize the associated evolution in stroke care regionalization. METHODS: We used comprehensive California statewide all-payer administrative data from 2010 to 2021 to identify ischemic stroke encounters and transfers (using recorded disposition and adjacent claims). We applied network analysis methods to create the interhospital transfer network, examine access to EVT-capable hospitals (time-varying, based on performance of ≥2 EVT cases that year), and used block models to identify clusters of hospitals closely connected through transfer by year and pre- versus post-2015. We used regression modeling with a linear spline and knot at 2015 to examine changes in network characteristics over time. RESULTS: We identified 19 244 transfers between 338 hospitals. Pre-2015, 7 of 11 clusters had ≥1 EVT-capable hospital. Post-2015, 24 of 26 clusters had ≥1 EVT-capable hospital. More hospitals had EVT capability over time (21.6% [70/324] to 33.7% [106/315]). EVT-capable hospitals consistently received more transferred patients relative to noncapable hospitals (mean number of received transfers/y pre-2015: 55.2 versus 15.6; post-2015: 97.3 versus 13.8). Initially, transfers for EVT increased from 10.7% of EVT cases having an interhospital transfer in 2010 to 36.0% by 2016. After 2016, the trend reversed, decreasing to 21.7% by 2021. CONCLUSIONS: The California stroke system of care became less regionalized for EVT access from 2010 to 2021. Although we expected increased consolidation with fewer clusters centered around EVT-capable hospitals, we instead observed an increased number of EVT-capable hospitals with more clusters around them and less need for transfer to access EVT. More work is needed to examine the relative trade-offs of regionalization patterns in stroke systems of care, given recognized benefits of more regionalized care around higher-volume centers in other conditions.

Circulation Population Health and Outcomes
Harvard University (US), Yale University (US), Massachusetts General Hospital (US), Cancer Research And Biostatistics (US), Michigan State University (US)
Partnerships for the goals
Openalex Percentile: Top 11%
Acute Ischemic Stroke Management
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.