Locating and categorizing causes of discomfort during transport of patients to medical facilities
Authorized Users Only
2021
Authors
Peulić, AleksandarPeulić, Miodrag
Jovanović, Željko
Joković, Miloš
Stojković, Sanja
Vagić, Nemanja
Article (Published version)
Metadata
Show full item recordAbstract
This article presents geographic information system usage in transportation management for comfort calculations, analysing vehicle vibration data measured during patient transportation. The main goal of this article is to develop a methodology for automatic discomfort cause recognition (DCR) that may be tested under real life conditions. We analysed differences between uncomfortable locations detected by passengers during patient transportation (according to their subjective opinions) and uncomfortable locations detected by the measurement system. The measuring system is based on the three-axis accelerometer which is used to determine road comfort values for specific locations gathered by a GPS module. The results obtained were compared with data collected by passengers. During driving, when they experienced discomfort, passengers marked locations in near real time using the GIS. The data thus obtained were analysed with the data obtained by DCR. For the first time, the application of ...GIS provides analytical tools to create spatial data and define spatial data relations that determine comfort. Testing under real conditions, involving three separate cases, shows a high degree of correlation between the results. The proposed system allows dynamic comfort threshold criteria management and provides a visual representation of summarized tabular data.
Source:
Transactions in GIS, 2021, 25, 6, 2963-2981Publisher:
- John Wiley & Sons, Ltd
Funding / projects:
- Development problems and trends of geospatial systems of Republic of Serbia (RS-MESTD-Basic Research (BR or ON)-176017)
- Development programs of villages’ revitalization in Serbia (RS-MESTD-Basic Research (BR or ON)-176008)
- Ministry of Science, Technological Development and Innovation of the Republic of Serbia, institutional funding - 200132 (University of Kragujevac, Technical Faculty, Čačak) (RS-MESTD-inst-2020-200132)
DOI: 10.1111/tgis.12797
ISSN: 1361-1682
WoS: 000706437400001
Scopus: 2-s2.0-85116927512
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Institution/Community
Geografski fakultetTY - JOUR AU - Peulić, Aleksandar AU - Peulić, Miodrag AU - Jovanović, Željko AU - Joković, Miloš AU - Stojković, Sanja AU - Vagić, Nemanja PY - 2021 UR - http://gery.gef.bg.ac.rs/handle/123456789/1221 AB - This article presents geographic information system usage in transportation management for comfort calculations, analysing vehicle vibration data measured during patient transportation. The main goal of this article is to develop a methodology for automatic discomfort cause recognition (DCR) that may be tested under real life conditions. We analysed differences between uncomfortable locations detected by passengers during patient transportation (according to their subjective opinions) and uncomfortable locations detected by the measurement system. The measuring system is based on the three-axis accelerometer which is used to determine road comfort values for specific locations gathered by a GPS module. The results obtained were compared with data collected by passengers. During driving, when they experienced discomfort, passengers marked locations in near real time using the GIS. The data thus obtained were analysed with the data obtained by DCR. For the first time, the application of GIS provides analytical tools to create spatial data and define spatial data relations that determine comfort. Testing under real conditions, involving three separate cases, shows a high degree of correlation between the results. The proposed system allows dynamic comfort threshold criteria management and provides a visual representation of summarized tabular data. PB - John Wiley & Sons, Ltd T2 - Transactions in GIS T1 - Locating and categorizing causes of discomfort during transport of patients to medical facilities VL - 25 IS - 6 SP - 2963 EP - 2981 DO - 10.1111/tgis.12797 ER -
@article{ author = "Peulić, Aleksandar and Peulić, Miodrag and Jovanović, Željko and Joković, Miloš and Stojković, Sanja and Vagić, Nemanja", year = "2021", abstract = "This article presents geographic information system usage in transportation management for comfort calculations, analysing vehicle vibration data measured during patient transportation. The main goal of this article is to develop a methodology for automatic discomfort cause recognition (DCR) that may be tested under real life conditions. We analysed differences between uncomfortable locations detected by passengers during patient transportation (according to their subjective opinions) and uncomfortable locations detected by the measurement system. The measuring system is based on the three-axis accelerometer which is used to determine road comfort values for specific locations gathered by a GPS module. The results obtained were compared with data collected by passengers. During driving, when they experienced discomfort, passengers marked locations in near real time using the GIS. The data thus obtained were analysed with the data obtained by DCR. For the first time, the application of GIS provides analytical tools to create spatial data and define spatial data relations that determine comfort. Testing under real conditions, involving three separate cases, shows a high degree of correlation between the results. The proposed system allows dynamic comfort threshold criteria management and provides a visual representation of summarized tabular data.", publisher = "John Wiley & Sons, Ltd", journal = "Transactions in GIS", title = "Locating and categorizing causes of discomfort during transport of patients to medical facilities", volume = "25", number = "6", pages = "2963-2981", doi = "10.1111/tgis.12797" }
Peulić, A., Peulić, M., Jovanović, Ž., Joković, M., Stojković, S.,& Vagić, N.. (2021). Locating and categorizing causes of discomfort during transport of patients to medical facilities. in Transactions in GIS John Wiley & Sons, Ltd., 25(6), 2963-2981. https://doi.org/10.1111/tgis.12797
Peulić A, Peulić M, Jovanović Ž, Joković M, Stojković S, Vagić N. Locating and categorizing causes of discomfort during transport of patients to medical facilities. in Transactions in GIS. 2021;25(6):2963-2981. doi:10.1111/tgis.12797 .
Peulić, Aleksandar, Peulić, Miodrag, Jovanović, Željko, Joković, Miloš, Stojković, Sanja, Vagić, Nemanja, "Locating and categorizing causes of discomfort during transport of patients to medical facilities" in Transactions in GIS, 25, no. 6 (2021):2963-2981, https://doi.org/10.1111/tgis.12797 . .