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

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. MAT...

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Detalles Bibliográficos
Autores principales: Sariyer, Gorkem, Ataman, Mustafa Gokalp, Akay, Serhat, Sofuoglu, Turhan, Sofuoglu, Zeynep
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5459522/
https://www.ncbi.nlm.nih.gov/pubmed/28616614
http://dx.doi.org/10.1016/j.tjem.2016.12.002
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author Sariyer, Gorkem
Ataman, Mustafa Gokalp
Akay, Serhat
Sofuoglu, Turhan
Sofuoglu, Zeynep
author_facet Sariyer, Gorkem
Ataman, Mustafa Gokalp
Akay, Serhat
Sofuoglu, Turhan
Sofuoglu, Zeynep
author_sort Sariyer, Gorkem
collection PubMed
description 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.
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spelling pubmed-54595222017-06-14 An analysis of Emergency Medical Services demand: Time of day, day of the week, and location in the city Sariyer, Gorkem Ataman, Mustafa Gokalp Akay, Serhat Sofuoglu, Turhan Sofuoglu, Zeynep Turk J Emerg Med Original Article 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. Elsevier 2016-12-27 /pmc/articles/PMC5459522/ /pubmed/28616614 http://dx.doi.org/10.1016/j.tjem.2016.12.002 Text en Copyright © 2016 The Emergency Medicine Association of Turkey. Production and hosting by Elsevier B.V. on behalf of the Owner. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Original Article
Sariyer, Gorkem
Ataman, Mustafa Gokalp
Akay, Serhat
Sofuoglu, Turhan
Sofuoglu, Zeynep
An analysis of Emergency Medical Services demand: Time of day, day of the week, and location in the city
title An analysis of Emergency Medical Services demand: Time of day, day of the week, and location in the city
title_full An analysis of Emergency Medical Services demand: Time of day, day of the week, and location in the city
title_fullStr An analysis of Emergency Medical Services demand: Time of day, day of the week, and location in the city
title_full_unstemmed An analysis of Emergency Medical Services demand: Time of day, day of the week, and location in the city
title_short An analysis of Emergency Medical Services demand: Time of day, day of the week, and location in the city
title_sort analysis of emergency medical services demand: time of day, day of the week, and location in the city
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5459522/
https://www.ncbi.nlm.nih.gov/pubmed/28616614
http://dx.doi.org/10.1016/j.tjem.2016.12.002
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