Related Experiment Video
Updated: Aug 8, 2026

Optimized Management of Endovascular Treatment for Acute Ischemic Stroke
Published on: January 18, 2018
A Spatial Variation Analysis of In-Hospital Stroke Mortality Based on Integrated Pre-Hospital and Hospital Data in
Eisa Nazar1,2, Habibollah Esmaily3, Razieh Yousefi4,5
1Psychiatry and Behavioral Sciences Research Center, Addiction Institute, Mazandaran University of Medical Sciences, Mazandaran, Iran.
Spatial variations in stroke mortality exist in Mashhad. Older age, reduced emergency medical services (EMS) access, and evening shifts increased in-hospital stroke mortality, particularly in urban centers.
Area of Science:
- Neurology
- Public Health
- Spatial Epidemiology
Background:
- Significant spatial variations persist in emergency medical services (EMS) transport delays, stroke incidence, and outcomes despite advances in stroke care.
- Investigating geographical variations in in-hospital stroke mortality and associated factors is crucial.
Purpose of the Study:
- To investigate geographical variations in in-hospital stroke mortality in Mashhad.
- To identify factors associated with in-hospital stroke mortality.
Main Methods:
- Historical cohort study of suspected stroke cases transferred by EMS to Ghaem Hospital from March 2018 to March 2019.
- Integration of pre-hospital emergency data with patient medical records using emergency mission IDs.
- Bayesian approach for estimating model parameters.
Main Results:
- Out of 301 stroke patients, 61 (20.3%) experienced in-hospital mortality.
- Age, EMS access rate, arrival time (evening vs. day shift), and sequelae significantly associated with in-hospital stroke mortality (P<0.05).
- In-hospital stroke mortality was higher in central urban areas compared to suburban areas.
Conclusions:
- Marked regional variations in in-hospital stroke mortality were observed in Mashhad.
- Age directly correlated with in-hospital stroke mortality.
- Improving hypertension control, preventing sequelae, enhancing EMS access, and optimizing shift schedules can improve stroke mortality prognosis.
More Related Videos
12:19An In Vivo Assessment of Blood-Brain Barrier Disruption in a Rat Model of Ischemic Stroke
Published on: March 11, 2018
05:41Left Anterior Descending Coronary Artery Ligation for Ischemia-Reperfusion Research: Model Improvement via Technical Modifications and Quality Control
Published on: December 16, 2022
Related Concept Videos
Statistical Methods for Analyzing Epidemiological Data
Comparing the Survival Analysis of Two or More Groups