ArticleResuscitation plus2024
Access to automated external defibrillators and first responders: Associations with socioeconomic factors and income inequality at small spatial scales.
Article in Resuscitation plus, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
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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
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Who cites it
8 citing papers in PubMed.
- [Measures to improve bystander resuscitation : Kids Save Lives and public-access defibrillation].Medizinische Klinik, Intensivmedizin und Notfallmedizin · 2026Review
- Optimizing automated external defibrillator incremental deployment to improve out-of-hospital cardiac arrest coverage: a spatial optimization study.Resuscitation plus · 2026Article
- Drone-delivered automated external defibrillators in prehospital emergency care: implementation evidence, bottlenecks, and conceptual integration with artificial intelligence and next-generation communications.Frontiers in public health · 2026Article
- Cardiac arrest in children: emerging trends in resuscitation and outcomes in low-resource pediatric emergency departments.International journal of emergency medicine · 2025Review
- Observational
- Deprivation and adverse outcomes from cardiac arrest.Resuscitation plus · 2025Article
- Social determinants of health and their associations with outcomes in pediatric out-of-hospital cardiac arrest: A national study of the NEMSIS database.Resuscitation plus · 2024Article
- [Focus emergency medicine 2023/2024-Summary of selected studies in emergency medicine].Die Anaesthesiologie · 2024Review
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Aim: The 2021 European Resuscitation Council (ERC) guidelines recommend two automated external defibrillators (AEDs)/km Method: We considered data on 776 AEDs in February 2022 and 1,173 out-of-hospital cardiac arrests (OHCAs) including 713 OHCA with app-alerted volunteer first responders from February to September 2022 in Berlin. We fit multilevel models to analyse AED area coverage and Poisson models to examine first responder availability across 12 districts and 536 neighbourhoods. Results: Median AED area coverage according to the 2021 ERC guidelines was 43.1% (interquartile range (IQR) 2.3-87.2) at the neighbourhood level and median number of available first responders per OHCA case was one (IQR 0.0-1.0). AED area coverage showed a positive association with average income tax per capita, with better coverage in the highest compared to the lowest quartile neighbourhoods (coefficient: 0.13, 95% confidence interval (CI): 0.01-0.25). First responder availability was not associated with income tax. AED area coverage and first responder availability were positively associated with income inequality, with better coverage (coefficient: 0.13, 95% CI: 0.04-0.23) and availability (rate ratio: 1.31, 95% CI: 1.03-1.67) in quartiles of highest as compared to lowest inequality. Conclusion: Access to resuscitation resources is neither equitable nor in accordance with the 2021 ERC guidelines. Ensuring better access necessitates understanding of socioeconomic factors and income inequality at small spatial scales.
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Registered trials
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