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 Gokalp Ataman
dc.contributor.author Serhat Akay
dc.contributor.author Turhan Sofuoglu
dc.contributor.author Zeynep Sofuoglu
dc.contributor.author Ataman, Mustafa Gokalp
dc.contributor.author Sariyer, Gorkem
dc.contributor.author Sofuoglu, Turhan
dc.contributor.author Akay, Serhat
dc.contributor.author Sofuoglu, Zeynep
dc.date.accessioned 2025-10-06T16:22:49Z
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. Copyright (C) 2016 The Emergency Medicine Association of Turkey. Production and hosting by Elsevier B.V. on behalf of the Owner. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
dc.identifier.doi 10.1016/j.tjem.2016.12.002
dc.identifier.issn 2452-2473
dc.identifier.scopus 2-s2.0-85009240286
dc.identifier.uri http://dx.doi.org/10.1016/j.tjem.2016.12.002
dc.identifier.uri https://gcris.yasar.edu.tr/handle/123456789/7556
dc.identifier.uri https://doi.org/10.1016/j.tjem.2016.12.002
dc.language.iso English
dc.publisher ELSEVIER
dc.relation.ispartof Turkish Journal of Emergency Medicine
dc.rights info:eu-repo/semantics/openAccess
dc.source TURKISH JOURNAL OF EMERGENCY MEDICINE
dc.subject Ambulance, Call location, Call period, Demand, EMS
dc.subject Call Location
dc.subject EMS
dc.subject Ambulance
dc.subject Demand
dc.subject Call Period
dc.title An analysis of Emergency Medical Services demand: Time of day- day of the week- and location in the city
dc.type Article
dspace.entity.type Publication
gdc.author.id Ataman, Mustafa Gökalp/0000-0003-4468-0020
gdc.author.id sariyer, görkem/0000-0002-8290-2248
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gdc.author.scopusid 25931486700
gdc.author.scopusid 26657716000
gdc.author.scopusid 57189867008
gdc.author.wosid Akay, Serhat/W-2265-2017
gdc.author.wosid Ataman, Mustafa Gökalp/O-4644-2017
gdc.author.wosid Sofuoglu, Zeynep/OUH-5886-2025
gdc.author.wosid sariyer, görkem/AAA-1524-2019
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gdc.description.department
gdc.description.departmenttemp [Sariyer, Gorkem] Yasar Univ, Dept Business Adm, Izmir, Turkey; [Ataman, Mustafa Gokalp] Cigli Reg Training & Res Hosp, Dept Emergency Med, Izmir, Turkey; [Akay, Serhat] Bozyaka Training & Res Hosp, Dept Emergency Med, Izmir, Turkey; [Sofuoglu, Turhan] Tepecik Training & Res Hosp, Dept Emergency Med, Izmir, Turkey; [Sofuoglu, Zeynep] Emergency Ambulance Phys Assoc, Training & Projects, Izmir, Turkey
gdc.description.endpage 47
gdc.description.issue 2
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
gdc.description.startpage 42
gdc.description.volume 17
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