WFRF:(Steins Krisjanis)
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- Steins, Krisjanis,1971-Linköpings universitet,Kommunikations- och transportsystem,Tekniska fakulteten (author)
Forecasting the Demand for Emergency Medical Services
- Article/chapterEnglish2019
Publisher, publication year, extent ...
- University of Hawai'i at Manoa,2019
- printrdacarrier
Numbers
- LIBRIS-ID:oai:DiVA.org:liu-157097
- https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-157097URI
- https://doi.org/10.24251/HICSS.2019.225DOI
Supplementary language notes
- Language:English
- Summary in:English
Part of subdatabase
- SwePubSwePub
Classification
Notes
- Accurate forecast of the demand for emergency medical services (EMS) can help in providing quick and efficient medical treatment and transportation of out-of-hospital patients. The aim of this research was to develop a forecasting model and investigate which factors are relevant to include in such model. The primary data used in this study was information about ambulance calls in three Swedish counties during the years 2013 and 2014. This information was processed, assigned to spatial grid zones and complemented with population and zone characteristics. A Zero-Inflated Poisson (ZIP) regression approach was then used to select significant factors and develop the forecasting model. The model was compared to the forecasting model that is currently incorporated in the EMS information system used by the ambulance dispatchers. The results show that the proposed model performs better than the existing one.
Subject headings and genre
- TEKNIK OCH TEKNOLOGIER Samhällsbyggnadsteknik Transportteknik och logistik hsv//swe
- ENGINEERING AND TECHNOLOGY Civil Engineering Transport Systems and Logistics hsv//eng
- NATURVETENSKAP Matematik Sannolikhetsteori och statistik hsv//swe
- NATURAL SCIENCES Mathematics Probability Theory and Statistics hsv//eng
- TEKNIK OCH TEKNOLOGIER Elektroteknik och elektronik Kommunikationssystem hsv//swe
- ENGINEERING AND TECHNOLOGY Electrical Engineering, Electronic Engineering, Information Engineering Communication Systems hsv//eng
Added entries (persons, corporate bodies, meetings, titles ...)
- Matinrad, Niki,1986-Linköpings universitet,Kommunikations- och transportsystem,Tekniska fakulteten(Swepub:liu)nikma03 (author)
- Andersson Granberg, Tobias,1973-Linköpings universitet,Kommunikations- och transportsystem,Tekniska fakulteten(Swepub:liu)toban17 (author)
- Linköpings universitetKommunikations- och transportsystem (creator_code:org_t)
Related titles
- In:Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019: University of Hawai'i at Manoa, s. 1855-18649780998133126
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