Chapter
Nov 30, 2023

Research on the Influence Factors of Road Traffic Accidents in Wuhan Based on Social Network Analysis

ABSTRACT

As the scale of cities expands, traffic safety has become a common problem in cities around the world. It is significant to deeply analyze the causes and mechanisms of road traffic accidents for the sustainable development of cities. This study firstly collects the data of road traffic accident in Wuhan City from 2018 to 2022. Through analyzing the characteristics and causes of road traffic accidents in Wuhan City, the influencing factors of road traffic accidents are identified from the aspects of road conditions, traffic facilities, and personnel behavior. Secondly, social network analysis method (SNA) is adopted to construct the network correlation structure between various factors and assess their effect. Finally, based on the identified key influencing factors, this study conducts an in-depth analysis of the road traffic safety situation in Wuhan City, and provides recommendations for the government of Wuhan City to improve the safety of road traffic. The results of this study can assist the government in formulating more effective policies for traffic safety management and facilitate the sustainable development of urban construction.

Get full access to this article

View all available purchase options and get full access to this chapter.

REFERENCES

Ahmad, N., Ahmed, A., Wali, B., and Saeed, T.U. (2022). “Exploring factors associated with crash severity on motorways in Pakistan.” Proceedings of the Institution of Civil Engineers-Transport, 175(4), 189-198.
Bai, C.Q., Zhou, L., Xia, M.L., and Feng, C. (2020). “Analysis of the spatial association network structure of China’s transportation carbon emissions and its driving factors.” Journal of Environmental Management, 253,109765.
Cai, Q.R. (2020). “Cause analysis of traffic accidents on urban roads based on an improved association rule mining algorithm.” IEEE Access, 8, 75607-75615.
Chu, E., and Sun, H. (2021). Traffic safety risk assessment of smart city based on Bayesian network.” Economic Computation and Economic Cybernetics Studies and Research, 55(4), 295-309.
Feng, Z.X., Ji, N.Y., Luo, Y., Sze, N.N., Tian, J.F., and Zhao, C. (2021). “Exploring the influencing factors of public traffic safety awareness in China.” Cognition Technology & Work, 23(4), 731-742.
Grigonis, V., Staneviciute, I., and Dumbliauskas, V. (2020). “Traffic reorganisation in large roundabouts of Vilnius and its influence on traffic safety.” The Baltic Journal of Road and Bridge Engineering, 15(3), 47-59.
Huang, M., Wang, Z., and Chen, T. (2019). “Analysis on the theory and practice of industrial symbiosis based on bibliometrics and social network analysis.” Journal of Cleaner Production, 213, 956-967.
Leonaviciene, T., Pukalskas, S., Pumputis, V., Kulesiene, E., and Zuraulis, V. (2020). “Investigation of factors that have affected the outcomes of road traffic accidents on Lithuanian roads.” The Baltic Journal of Road and Bridge Engineering, 15(5), 1-20.
Malin, F., Norros, I., and Innamaa, S. (2019). “Accident risk of road and weather conditions on different road types.” Accident Analysis and Prevention, 122, 181-188.
Moslem, S., Gul, M., Farooq, D., Celik, E., Ghorbanzadeh, O., and Blaschke, T. (2020). “An integrated approach of best-worst method (BWM) and triangular fuzzy sets for evaluating driver behavior factors related to road safety.” Mathematics, 8(3), 414.
Oskarbski, J., Kaminski, T., Kyamakya, K., Chedjou, J.C., Zarski, K., and Pedzierska, M. (2020). “Assessment of the speed management impact on road traffic safety on the sections of motorways and expressways using simulation methods.” Sensors, 20(18), 5057.
Song, J., Feng, Q., Wang, X., Fu, H., Jiang, W., and Chen, B. (2019). “Spatial association and effect evaluation of CO2 emission in the Chengdu-Chongqing urban agglomeration: Quantitative evidence from social network analysis.” Sustainability, 11(1), 1.
Xiong, Z., Zhuang, Y., Hu, Y., Wang, S. (2021). “Research on risk assessment index system of expressway.” IOP Conference Series: Earth and Environmental Science, 632(2), 022056
Zhang, W.H., Xu, H.G., Wu, B., Li, S.Q., and Soc, I.C. (2008). “Safety management of traffic accident scene based on system dynamics.” 2008 International Conference on Intelligent Computation Technology and Automation, Changsha, China, 482-485.

Information & Authors

Information

Published In

Go to ICCREM 2023
ICCREM 2023
Pages: 117 - 125

History

Published online: Nov 30, 2023

Permissions

Request permissions for this article.

ASCE Technical Topics:

Authors

Affiliations

Zhijiang Lui [email protected]
Dept. of Civil Engineering and Architecture, Wuhan Univ. of Technology, Wuhan, China. Email: [email protected]
Lecturer, Dept. of Civil Engineering and Architecture, Wuhan Univ. of Technology, Wuhan, China (corresponding author). Email: [email protected]
Senior Engineer, China Seventh Bureau International Engineering Construction Co., Ltd., Guangzhou, China. Email: [email protected]
Senior Engineer, China Seventh Bureau International Engineering Construction Co., Ltd., Guangzhou, China. Email: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Paper
$35.00
Add to cart
Buy E-book
$242.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Paper
$35.00
Add to cart
Buy E-book
$242.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share