Potential risk and its influencing factors for separated bicycle paths

被引:34
|
作者
Xu, Cheng [1 ,2 ]
Yang, Ying [3 ]
Jin, Sheng [4 ]
Qu, Zhaowei [2 ]
Hou, Lei [5 ]
机构
[1] Zhejiang Police Coll, Dept Traff Management Engn, Hangzhou 310053, Zhejiang, Peoples R China
[2] Jilin Univ, Coll Transportat, Changchun 130022, Peoples R China
[3] Australian Catholic Univ, Sch Psychol, Sydney, NSW 2135, Australia
[4] Zhejiang Univ, Coll Civil Engn & Architecture, Hangzhou 310058, Zhejiang, Peoples R China
[5] Griffith Univ, Griffith Sch Engn, Gold Coast 4222, Australia
来源
基金
中国国家自然科学基金;
关键词
Electric bicycle; Potential risk; Speed dispersion; Generalized linear model; Stepwise regression; LIGHT RUNNING BEHAVIOR; GAUSSIAN MIXTURE MODEL; ELECTRIC BIKE RIDERS; SAFETY; CYCLISTS; SPEED; CRASHES; ACCIDENTS; VEHICLES;
D O I
10.1016/j.aap.2015.11.014
中图分类号
TB18 [人体工程学];
学科分类号
1201 ;
摘要
In this paper, we propose two potential risk indicators to define and evaluate the safety of bicycle path at the microscopic level. Field bicycle data were collected from three survey sites under different traffic conditions. These two risk indicators based on speed dispersion were proposed and calculated during each 5-mM interval. The risk influences of various widths of bicycle path and traffic conditions were analyzed by using one-way ANOVA. We further proposed a generalized linear model (GLM) for modeling and analyzing the relationships between bicycle risks and v/c ratio and percentages of electric bicycles, male cyclists, young cyclists, and loaded cyclists. The stepwise regression models were applied for determination of coefficients. The results show that the influences of gender and age of cyclists on potential risks are not significant. The risks increase with the width of bicycle path and percentage of electric bicycles, while only for wider bicycle path (4-lane case in this study), the risks are associated with whether or not cyclists are loaded. The findings could contribute for analysis and evaluation of the safety for bicycle path. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:59 / 67
页数:9
相关论文
共 50 条
  • [21] Influencing factors and realization paths for smart community construction in China
    Li, Wenjing
    Zhang, Lijian
    PLOS ONE, 2024, 19 (05):
  • [22] Spatial distribution of the trends in potential evapotranspiration and its influencing climatic factors in Iraq
    Al-Hasani, Alaa Adel Jasim
    Shahid, Shamsuddin
    THEORETICAL AND APPLIED CLIMATOLOGY, 2022, 150 (1-2) : 677 - 696
  • [23] Factors Influencing the Career Paths of Public Library Directors in Korea
    Noh, Younghee
    Moran, Barbara B.
    LIBRI-INTERNATIONAL JOURNAL OF LIBRARIES AND INFORMATION STUDIES, 2011, 61 (04): : 309 - 327
  • [24] Spatial distribution of the trends in potential evapotranspiration and its influencing climatic factors in Iraq
    Alaa Adel Jasim Al-Hasani
    Shamsuddin Shahid
    Theoretical and Applied Climatology, 2022, 150 : 677 - 696
  • [25] Factors and paths influencing students' low-carbon behavior
    Xiang, Chenyu
    Liu, Ning
    CARBON MANAGEMENT, 2024, 15 (01)
  • [26] Ergonomic risk factors in bicycle repairing units at Jabalpur
    Mukhopadhyay, Prabir
    Jhodkar, Durwesh
    Kumar, Prabhat
    WORK-A JOURNAL OF PREVENTION ASSESSMENT & REHABILITATION, 2015, 51 (02): : 245 - 254
  • [27] Epidemiology of bicycle injuries and risk factors for serious injury
    Rivara, Frederick P.
    Thompson, Diane C.
    Thompson, Robert S.
    INJURY PREVENTION, 2015, 21 (01) : 47 - 51
  • [28] Factors influencing single-bicycle crashes at skewed railroad grade crossings
    Ling, Ziwen
    Cherry, Christopher R.
    Dhakal, Nirbesh
    JOURNAL OF TRANSPORT & HEALTH, 2017, 7 : 54 - 63
  • [29] Understanding the influencing factors of bicycle-sharing demand based on residents' trips
    Hu, Beibei
    Zhong, Zhenfang
    Zhang, Yanli
    Sun, Yue
    Jiang, Li
    Dong, Xianlei
    Sun, Huijun
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2022, 586
  • [30] Bicycle ownership and utilization in Tamale Metropolis; influencing factors and impacts to sustainable transport
    Timpabi, Akua Pokuaa
    Osei, Kwame Kwakwa
    Adams, Charles Anum
    HELIYON, 2021, 7 (06)