Background: Rurality has been shown to have a strong effect on survival from out-of-hospital cardiac arrest (OHCA), with survival in rural areas approximately half that of metropolitan areas. Western Australia provides a unique landscape to understand the impact of rurality, with 2.6 million people spread across 2.5 million km. We conducted a scale geospatial analysis with respect to population density and proximity to services, to understand the impact of rurality on bystander interventions, prehospital management and survival of OHCA patients.
Methods: We conducted a retrospective cohort study with a geospatial analysis of ambulance-attended, medical OHCA cases from 2015 to 2022. We compared bystander interventions, distances to services, population density and survival outcomes, stratified by a four-scale regional (broad scale) categorisation of rurality, and proximity to town scale.
Results: There were a total of 6,763 cases within the study cohort (Major Cities- 5,186, Inner Regional- 605, Outer Regional-599 and Remote- 373). The majority of OHCAs occurred within towns, and within close proximity to people and health services. Bystander interventions were higher for more remote cases. Increased distance from town was associated with a 5 % decrease per kilometre in the odds of Return of Spontaneous Circulation (ROSC) on arrival at hospital (OR = 0.95 [95 % Confidence Interval 0.92-0.98]). Despite close proximity to ambulance services, ambulance response times were more prolonged with increasing remoteness.
Conclusions: OHCA cases within regions classified as Regional and Remote typically occurred within towns, and in close proximity to emergency services. However, ambulance response times within rural and remote towns were long relative to their proximity to ambulance stations. These findings provide a new perspective on the issue of remoteness for OHCA cases.
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http://dx.doi.org/10.1016/j.resplu.2024.100805 | DOI Listing |
Am J Public Health
February 2025
Emily M. Godfrey and Anna E. Fiastro are with the School of Medicine, Department of Family Medicine, University of Washington, Seattle. Erin K. Thayer is with the Department of Family Medicine, Keck School of Medicine of the University of Southern California, Los Angeles. Rebecca Gomperts is with Aid Access, Amsterdam, the Netherlands. Sophia M. Orlando is a student at the University of Washington School of Medicine. Caitlin K. Myers is with Middlebury College, Middlebury, VT.
To evaluate the association between distance from closest abortion facility and number of fulfilled requests through no-test telehealth medication abortion (NTMA) asynchronous service. Using deidentified 2020-2022 electronic medical record data from Aid Access users in US states where NTMA is prescribed by US-based clinicians, we describe individual user demographics and their resident county characteristics. We conducted a county-level geospatial analysis of distance to abortion facility (Myers Abortion Facility Database) on fulfilled requests using Poisson regression.
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January 2025
Centre for Water and Geospatial Studies, Tamil Nadu Agricultural University, Coimbatore, Tamil Nadu, India.
Soil degradation due to industrialization is a growing global concern, emphasizing the importance of evaluating soil quality near industrial zones to ensure food security, environmental sustainability, and public health. This study compares soil quality across five industrial sites, including foundries, electroplating, paper mills, textile mills, and quarries and cement industries, in the Coimbatore district. Soil samples were collected via a purposive sampling approach from nearby agricultural fields via a 500 m grid.
View Article and Find Full Text PDFEnviron Monit Assess
January 2025
Department of Fisheries Resource Management, Faculty of Fisheries Science, Kerala University of Fisheries and Ocean Studies, Kochi, Kerala, 682506, India.
Wetlands are dynamic ecosystems vital for sustaining ecological health and development at regional and global scales. Geospatial tools have emerged as essential for managing wetland ecosystems. This study assessed the spatiotemporal dynamics of water spread in the Point Calimere Wetland, a coastal Ramsar site located along the Bay of Bengal, India, from 1984 to 2023.
View Article and Find Full Text PDFSci Rep
January 2025
Department of Materials Science, Case Western Reserve University, Cleveland, 44106, USA.
Understanding subsurface temperature variations is crucial for assessing material degradation in underground structures. This study maps subsurface temperatures across the contiguous United States for depths from 50 to 3500 m, comparing linear interpolation, gradient boosting (LightGBM), neural networks, and a novel hybrid approach combining linear interpolation with LightGBM. Results reveal heterogeneous temperature patterns both horizontally and vertically.
View Article and Find Full Text PDFCancer Discov
January 2025
Duke NUS Graduate Medical School, Singapore, Singapore.
Gastric cancer (GC) is a major cause of global cancer mortality with high levels of heterogeneity. To explore geospatial interactions in tumor ecosystems, we integrated 2,138 spatial transcriptomic regions-of-interest (ROIs) with 152,423 single-cell expression profiles across 226 GC samples from 121 patients. We observed pervasive expression-based intratumor heterogeneity, recapitulating tumor progression through spatially localized and functionally ordered subgroups associated with specific immune microenvironments, checkpoint profiles, and genetic drivers such as SOX9.
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