An analysis of Emergency Medical Services demand: Time of day day of the week and location in the city

dc.contributor.author Gorkem Sariyer
dc.contributor.author Mustafa Gökalp Ataman
dc.contributor.author Serhat Akay
dc.contributor.author Turhan Sofuoǧlu
dc.contributor.author Zeynep Baskaya Sofuoǧlu
dc.date.accessioned 2025-10-06T17:51:58Z
dc.date.issued 2017
dc.description.abstract Objective Effective planning of Emergency Medical Services (EMS) which is highly dependent on the analysis of past data trends is important in reducing response time. Thus we aimed to analyze demand for these services based on time and location trends to inform planning for an effective EMS. Materials and methods Data for this retrospective study were obtained from the Izmir EMS 112 system. All calls reaching these services during first six months of 2013 were descriptively analyzed based on time and location trends as a heat-map form. Results The analyses showed that demand for EMS varied within different time periods of day and according to day of the week. For the night period demand was higher at the weekend compared to weekdays whereas for daytime hours demand was higher during the week. For weekdays a statistically significant relation was observed between the call distribution of morning and evening periods. It was also observed that the percentage of demand changed according to location. Among 30 locations the five most frequent destinations for ambulances which are also correlated with high population densities accounted for 55.66% of the total. Conclusion The results of this study shed valuable light on the areas of call center planning and optimal ambulance locations of Izmir which can also be served as an archetype for other cities. © 2017 Elsevier B.V. All rights reserved.
dc.identifier.doi 10.1016/j.tjem.2016.12.002
dc.identifier.issn 24522473
dc.identifier.issn 2452-2473
dc.identifier.uri https://www.scopus.com/inward/record.uri?eid=2-s2.0-85009240286&doi=10.1016%2Fj.tjem.2016.12.002&partnerID=40&md5=2ed1cc070366634fda1d9420b7065218
dc.identifier.uri https://gcris.yasar.edu.tr/handle/123456789/9681
dc.language.iso English
dc.publisher Emergency Medicine Association of Turkey ersin.aksay@gmail.com
dc.relation.ispartof Turkish Journal of Emergency Medicine
dc.source Turkish Journal of Emergency Medicine
dc.subject Ambulance, Call Location, Call Period, Demand, Ems, Ambulance, Call Center, City, Emergency Health Service, Heat, Human, Night, Population Density, Retrospective Study
dc.subject ambulance, call center, city, emergency health service, heat, human, night, population density, retrospective study
dc.title An analysis of Emergency Medical Services demand: Time of day day of the week and location in the city
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gdc.description.endpage 47
gdc.description.startpage 42
gdc.description.volume 17
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gdc.identifier.pmid 28616614
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gdc.oaire.sciencefields 03 medical and health sciences
gdc.oaire.sciencefields 0302 clinical medicine
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person.identifier.scopus-author-id Sariyer- Gorkem (57189867008), Ataman- Mustafa Gökalp (57192943136), Akay- Serhat (25931486700), Sofuoǧlu- Turhan (26657716000), Sofuoǧlu- Zeynep Baskaya (55921854000)
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publicationvolume.volumeNumber 17
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