Traffic Crash Characteristics in Shenzhen, China from 2014 to 2016
Road traffic crashes cause fatalities and injuries of both drivers/passengers in vehicles and pedestrians outside, thus challenge public health especially in big cities in developing countries like China. Previous efforts mainly focus on a specific crash type or causation to examine the crash charac...
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doaj-dfada3b148f2402bb63a04e44d6c42a22021-01-29T00:08:11ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012021-01-01181176117610.3390/ijerph18031176Traffic Crash Characteristics in Shenzhen, China from 2014 to 2016Guofa Li0Yuan Liao1Qiangqiang Guo2Caixiong Shen3Weijian Lai4Institute of Human Factors and Ergonomics, College of Mechatronics and Control Engineering, Shenzhen University, Shenzhen 518060, ChinaDepartment of Space, Earth and Environment, Division of Physical Resource Theory, Chalmers University of Technology, 41296 Gothenburg, SwedenDepartment of Civil and Environmental Engineering, University of Washington, Seattle, WA 98195, USAInstitute of Human Factors and Ergonomics, College of Mechatronics and Control Engineering, Shenzhen University, Shenzhen 518060, ChinaInstitute of Human Factors and Ergonomics, College of Mechatronics and Control Engineering, Shenzhen University, Shenzhen 518060, ChinaRoad traffic crashes cause fatalities and injuries of both drivers/passengers in vehicles and pedestrians outside, thus challenge public health especially in big cities in developing countries like China. Previous efforts mainly focus on a specific crash type or causation to examine the crash characteristics in China while lacking the characteristics of various crash types, factors, and the interplay between them. This study investigated the crash characteristics in Shenzhen, one of the biggest four cities in China, based on the police-reported crashes from 2014 to 2016. The descriptive characteristics were reported in detail with respect to each of the crash attributes. Based on the recorded crash locations, the land-use pattern was obtained as one of the attributes for each crash. Then, the relationship between the attributes in motor-vehicle-involved crashes was examined using the Bayesian network analysis. We revealed the distinct crash characteristics observed between the examined levels of each attribute, as well the interplay between the attributes. This study provides an insight into the crash characteristics in Shenzhen, which would help understand the driving behavior of Chinese drivers, identify the traffic safety problems, guide the research focuses on advanced driver assistance systems (ADASs) and traffic management countermeasures in China.https://www.mdpi.com/1660-4601/18/3/1176police-reported crashestraffic safety in Chinamotor-vehiclehuman driver |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Guofa Li Yuan Liao Qiangqiang Guo Caixiong Shen Weijian Lai |
spellingShingle |
Guofa Li Yuan Liao Qiangqiang Guo Caixiong Shen Weijian Lai Traffic Crash Characteristics in Shenzhen, China from 2014 to 2016 International Journal of Environmental Research and Public Health police-reported crashes traffic safety in China motor-vehicle human driver |
author_facet |
Guofa Li Yuan Liao Qiangqiang Guo Caixiong Shen Weijian Lai |
author_sort |
Guofa Li |
title |
Traffic Crash Characteristics in Shenzhen, China from 2014 to 2016 |
title_short |
Traffic Crash Characteristics in Shenzhen, China from 2014 to 2016 |
title_full |
Traffic Crash Characteristics in Shenzhen, China from 2014 to 2016 |
title_fullStr |
Traffic Crash Characteristics in Shenzhen, China from 2014 to 2016 |
title_full_unstemmed |
Traffic Crash Characteristics in Shenzhen, China from 2014 to 2016 |
title_sort |
traffic crash characteristics in shenzhen, china from 2014 to 2016 |
publisher |
MDPI AG |
series |
International Journal of Environmental Research and Public Health |
issn |
1661-7827 1660-4601 |
publishDate |
2021-01-01 |
description |
Road traffic crashes cause fatalities and injuries of both drivers/passengers in vehicles and pedestrians outside, thus challenge public health especially in big cities in developing countries like China. Previous efforts mainly focus on a specific crash type or causation to examine the crash characteristics in China while lacking the characteristics of various crash types, factors, and the interplay between them. This study investigated the crash characteristics in Shenzhen, one of the biggest four cities in China, based on the police-reported crashes from 2014 to 2016. The descriptive characteristics were reported in detail with respect to each of the crash attributes. Based on the recorded crash locations, the land-use pattern was obtained as one of the attributes for each crash. Then, the relationship between the attributes in motor-vehicle-involved crashes was examined using the Bayesian network analysis. We revealed the distinct crash characteristics observed between the examined levels of each attribute, as well the interplay between the attributes. This study provides an insight into the crash characteristics in Shenzhen, which would help understand the driving behavior of Chinese drivers, identify the traffic safety problems, guide the research focuses on advanced driver assistance systems (ADASs) and traffic management countermeasures in China. |
topic |
police-reported crashes traffic safety in China motor-vehicle human driver |
url |
https://www.mdpi.com/1660-4601/18/3/1176 |
work_keys_str_mv |
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1724319107060334592 |