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
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
  • [41] Factors Influencing Attenuating Skill Decay in High-Risk Industries: A Scoping Review
    Klostermann, Marina
    Conein, Stephanie
    Felkl, Thomas
    Kluge, Annette
    SAFETY, 2022, 8 (02)
  • [42] Spatial network structure of transportation carbon emission efficiency in China and its influencing factors
    Shao, Haiqin
    Wang, Zhaofeng
    CHINESE JOURNAL OF POPULATION RESOURCES AND ENVIRONMENT, 2021, 19 (04) : 295 - 303
  • [43] Quantifying the heterogeneity impact of risk factors on regional bicycle crash frequency: A hybrid approach of clustering and random parameter model
    Ding, Hongliang
    Wang, Ruiqi
    Li, Tao
    Zhou, Mo
    Sze, N. N.
    Dong, Ni
    ACCIDENT ANALYSIS AND PREVENTION, 2024, 207
  • [44] Potential of Cooperative Intelligent Transport System Services to Mitigate Risk Factors Associated With Emergency Vehicle Accidents
    Weibull, Kajsa
    Lidestam, Bjorn
    Prytz, Erik
    TRANSPORTATION RESEARCH RECORD, 2023, 2677 (03) : 999 - 1015
  • [45] Human factors influencing the ship operator's perceived risk in the last moment of collision encounter
    Kim, Do-Hoon
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2020, 203
  • [46] Algorithm for community security risk assessment and influencing factors analysis by back propagation neural network
    Zhou, Shuang
    Du, Meiling
    Liu, Xiaoyu
    Shen, Hongyan
    HELIYON, 2024, 10 (09)
  • [47] Reclamation Status Quo of China and its Potential Risk Analysis
    Yue, Qi
    Zhao, Meng
    Liu, Shufen
    Xu, Wei
    INFORMATION TECHNOLOGY FOR RISK ANALYSIS AND CRISIS RESPONSE, 2014, 102 : 888 - 893
  • [48] Situative and product-specific factors influencing consumers' risk perception of household cleaning products
    Bearth, Angela
    Siegrist, Michael
    SAFETY SCIENCE, 2019, 113 : 126 - 133
  • [49] Risk factors influencing the prescription of tiotropium Respimat formulation: a population-based cohort study
    Trotta, Francesco
    Da Cas, Roberto
    Rajevic, Maja
    Rossi, Mariangela
    Traversa, Giuseppe
    BMJ OPEN, 2015, 5 (05):
  • [50] A modified social force model for pedestrian-bicycle mixed flows and its application on evaluating the conflict risk in shared roads
    Wang, Weili
    Zhou, Hui
    Lo, Jacqueline T. Y.
    Lo, S. M.
    Wang, Yiwen
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2024, 643