ArticleFrontiers in neurology2026
Stakeholder perspectives and requirements for environmental-data-driven capacity forecasting in stroke care: a national survey of German stroke units.
Article in Frontiers in neurology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
17 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Stroke remains a major health burden in Europe, with rising absolute case numbers. Atmospheric factors such as air pollution and temperature extremes are increasingly recognized as stroke risk determinants. Many hospitals face growing staff shortages, highlighting the need for predictive management of stroke care resources. This study surveyed directors of German stroke units to explore current strategies, challenges, and the perceived usefulness of a digital, environmental data-driven forecasting tool for resource management. As part of the ALERT-ITS project, a cross-sectional, web-based survey was conducted among certified stroke units in Germany. The questionnaire was developed using the REDCap® software and pre-tested by senior neurologists. The survey was distributed with support from the German Stroke Society in June and July 2025. 58 valid responses were analyzed. Most respondents had over 15 years of clinical experience. High occupancy rates (>80%) were common, and nursing shortages were the leading cause of bed closures. Although 48.3% (
Indexed as
Identifiers
What Socratic holds
Registered trials
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 Socratic graph.