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Article Navigation >  Journal of Traffic and Transportation Engineering  > 2020  >  20(1): 181-191
LI Cong-ying, SHAO Zhuang-zhuang, FENG Shao-shuai, WANG Xiao-kun, JIA Jin-xiu, TAN Qian. Physiology, psychology and comprehensive loading perception models of cyclists[J]. Journal of Traffic and Transportation Engineering, 2020, 20(1): 181-191. doi: 10.19818/j.cnki.1671-1637.2020.01.015
Citation: LI Cong-ying, SHAO Zhuang-zhuang, FENG Shao-shuai, WANG Xiao-kun, JIA Jin-xiu, TAN Qian. Physiology, psychology and comprehensive loading perception models of cyclists[J]. Journal of Traffic and Transportation Engineering, 2020, 20(1): 181-191. doi: 10.19818/j.cnki.1671-1637.2020.01.015
shu

Physiology, psychology and comprehensive loading perception models of cyclists

doi: 10.19818/j.cnki.1671-1637.2020.01.015
  • 1.

    School of Civil Engineering, Xi'an University of Architecture and Technology, Xi'an 710055, Shaanxi, China

  • 2.

    MOE key Laboratory for Urban Transportation Complex Systems Theory and Technology, Beijing Jiaotong University, Beijing 100044, China

  • 3.

    Department of Civil and Environment Engineering, Rensselaer Polytechnic Institute, Albany 12180, New York State, USA

  • 4.

    Xi'an Municipal Engineering Design and Research Institute Co., Ltd.Xi'an 710068, Shaanxi, China

More Information
  • Author Bio:

    LI Cong-ying(1977-), female, associate professor, PhD, licongying@126.com

  • Corresponding author: JIA Jin-xiu(1977-), female, senior engineer, PhD, 313848588@qq.com
  • Received Date: 2019-07-21
  • Publish Date: 2020-02-25
    Abstract
  • In order to explore the influence mechanisms of cyclists' physiological and psychological states on the individual attributes, cycling intensity and environment during the cycling process, the cycling experiment was designed and implemented. The relative metabolism rate, mood state, self-induced fatigue and task load index were selected to analyze the features and mechanisms of the cyclists' physiological, psychological and comprehensive loading perception. Based on the cycling experiment data, the physiological, psychological and comprehensive loading perception models were established by partial least-squares regression method, and the forecasting abilities of the models were also tested. Analysis result shows that cyclists' individual attributes, cycling intensity and environment all have impacts on cyclists' loading perception. Body mass index and basal metabolic rate play significant roles in individual attribute factors of cyclists, the average influence factors in the loading perception model are 0.121 and 0.112, respectively. Cycling time has the largest influence on loading perception among the cycling intensity factors, with an average influence factor of 0.139. Among the cycling environmental factors, the number of intersections has the most significant influence on cycling loading perception, with an average influence factor of 0.137. Each variable has the same influence tendency on psychological load and comprehensive load perception, but has different influence tendency on physiological load and comprehensive load. Therefore, paying more attention to some factors and the psychological load of cyclists has certain effects on improving the service level of cycles, and the research results can be applied to improve the environment of cycling facilities.

     

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    • References(32)
  • [1]
    郭寒英. 基于出行者生理心理的城市客运交通出行行为研究[D]. 成都: 西南交通大学, 2007.

    GUO Han-ying. Study on travelers' behavior based on their physiology and psychology in urban passenger transportation[D]. Chengdu: Southwest Jiaotong University, 2007. (in Chinese).
    [2]
    白维雅, 陈义华, 钱倩. 基于出行者生理心理特性的轨道交通与道路公交换乘研究[J]. 城市轨道交通研究, 2012, 15(10): 82-85. doi: 10.3969/j.issn.1007-869X.2012.10.022

    BAI Wei-ya, CHEN Yi-hua, QIAN Qian. Transfer between rail and bus transit based on traveler's physiology and psychology[J]. Urban Mass Transit, 2012, 15(10): 82-85. (in Chinese). doi: 10.3969/j.issn.1007-869X.2012.10.022
    [3]
    景鹏, 隽志才, 查奇芬. 考虑心理潜变量的出行方式选择行为模型[J]. 中国公路学报, 2014, 27(11): 84-92, 108. doi: 10.3969/j.issn.1001-7372.2014.11.012

    JING Peng, JUAN Zhi-cai, ZHA Qi-fen. Incorporating psychological latent variables into travel mode choice model[J]. China Journal of Highway and Transport, 2014, 27(11): 84-92, 108. (in Chinese). doi: 10.3969/j.issn.1001-7372.2014.11.012
    [4]
    郑柯. 基于驾驶员心理生理反应的高速公路线形研究[D]. 北京: 北京工业大学, 2003.

    ZHENG Ke. Freeway alinement research based on driver's psychological and physiological reaction[D]. Beijing: Beijing University of Technology, 2003. (in Chinese).
    [5]
    金宝辉. 交通出行行为分析[D]. 成都: 西南交通大学, 2004.

    JIN Bao-hui. Travel behavior analysis[D]. Chengdu: Southwest Jiaotong University, 2004. (in Chinese).
    [6]
    安健, 孙明正, 郭继孚. 基于客观测度与主观估算的出行疲劳研究[J]. 城市交通, 2013, 11(2): 73-82. doi: 10.3969/j.issn.1672-5328.2013.02.018

    AN Jian, SUN Ming-zheng, GUO Ji-fu. Analysis of travel energy expenditure based on subjective perception and objective measurement[J]. Urban Transport of China, 2013, 11(2): 73-82. (in Chinese). doi: 10.3969/j.issn.1672-5328.2013.02.018
    [7]
    薛嘉良. 城市自行车交通出行者生理心理特性及环境质量感知机理研究[D]. 西安: 西安建筑科技大学, 2018.

    XUE Jia-liang. Study on physiological and psychological characteristics and environmental quality perception mechanism of urban bicycle traffic travelers[D]. Xi'an: Xi'an University of Architecture and Technology, 2018. (in Chinese).
    [8]
    李志斌, 王炜, 赵德, 等. 机非物理隔离道路上自行车超车事件模型[J]. 东南大学学报(自然科学版), 2012, 42(1): 156-161. https://www.cnki.com.cn/Article/CJFDTOTAL-DNDX201201030.htm

    LI Zhi-bin, WANG Wei, ZHAO De, et al. Modeling bicycle passing events on physically separated roadways[J]. Journal of Southeast University (Natural Science Edition), 2012, 42(1): 156-161. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-DNDX201201030.htm
    [9]
    JENSEN M. Passion and heart in transport—a sociological analysis on transport behavior[J]. Transport Policy, 1999, 6(1): 19-33. doi: 10.1016/S0967-070X(98)00029-8
    [10]
    MCLEOD D S. Multimodal arterial level of service[C]//TRB. 4th International Symposium on Highway Capacity. Washington DC: TRB, 2000: 221-233.
    [11]
    NOËL N, LECLERC C, LEE-GOSSELIN M. CRC index: compatibility of roads for cyclists in rural and urban fringe areas[C]//TRB. Proceedings of the 82nd Annual Meeting of the Transportation Research Board. Washington DC: TRB, 2003: 1-20.
    [12]
    MOUDON A V, LEE C, CHEADLE A D, et al. Cycling and the built environment, a US perspective[J]. Transportation Research Part D: Transport and Environment, 2005, 10(3): 245-261. doi: 10.1016/j.trd.2005.04.001
    [13]
    YAO Meng-jia, FU Qian, GAO Liu-yi, et al. Exploring influencing factors to the riding comfort of bicyclists on physically separated bicycle roadways in china using proportional odds model[C]//ASCE. 11th International Conference of Chinese Transportation Professionals: Towards Sustainable Transportation Systems, New York: ASCE, 2011: 718-727.
    [14]
    FAYAZI S A, WAN Nian-feng, LUCICH S, et al. Optimal pacing in a cycling time-trial considering cyclist's fatigue dynamics[C]//IEEE. 2013 American Control Conference. New York: IEEE, 2013: 6442-6447.
    [15]
    HAN H, MENG B, KIM W. Bike-traveling as a growing phenomenon: role of attributes, value, satisfaction, desire, and gender in developing loyalty[J]. Tourism Management, 2017, 59: 91-103. doi: 10.1016/j.tourman.2016.07.013
    [16]
    李聪颖, 周庆华, 吕麦霞, 等. 基于体能消耗的非机动交通可达性模型与应用[J]. 长安大学学报(自然科学版), 2014, 34(4): 142-146, 178. doi: 10.3969/j.issn.1671-8879.2014.04.022

    LI Cong-ying, ZHOU Qing-hua, LYU Mai-xia, et al. Non-motorized accessibility model and application based on energy expenditure[J]. Journal of Chang'an University (Natural Science Edition), 2014, 34(4): 142-146, 178. (in Chinese). doi: 10.3969/j.issn.1671-8879.2014.04.022
    [17]
    李聪颖, 杨云峰, 邵壮壮, 等. 城市自行车骑行者疲劳感知特性[J]. 中国公路报, 2018, 31(6): 291-298. https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGL201806017.htm

    LI Cong-ying, YANG Yun-feng, SHAO Zhuang-zhuang, et al. Characteristics of urban cyclist perception of fatigue[J]. China Journal of Highway and Transport, 2018, 31(6): 291-298. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGL201806017.htm
    [18]
    AULTMAN-HALL L, HALL F L, BAETZ BB. Analysis of bicycle commuter routes using geographic information systems: implications for bicycle planning[J]. Transportation Research Record, 1997(1578): 102-110.
    [19]
    HUNT J D, ABRAHAM J E. Influences on bicycle use[J]. Transportation, 2007, 34(4): 453-470. doi: 10.1007/s11116-006-9109-1
    [20]
    SENER I N, ELURU N, BHAT C R. An analysis of bicycle route choice preferences in Texas, US[J]. Transportation, 2009, 36(5): 511-539. doi: 10.1007/s11116-009-9201-4
    [21]
    STINSON M A, BHAT C R. Commuter bicyclist route choice: analysis using a stated preference survey[J]. Transportation Research Record, 2003(1828): 107-115.
    [22]
    STINSON M A, BHAT C R. A comparison of the route preferences of experienced and inexperienced bicycle commuters[C]//TRB. 84th Annual Meeting of the Transportation Research Board. Washington DC: TRB, 2005: 1-17.
    [23]
    BOTMA H. Method to determine level of service for bicycle paths and pedestrian-bicycle paths[J]. Transportation Research Record, 1995(1502): 38-44.
    [24]
    MENGHINI G, CARRASCO N, SCHÜSSLER N. Route choice of cyclists in Zurich[J]. Transportation Research Part A: Policy and Practice, 2010, 44(9): 754-765.
    [25]
    杨晨, 陆建, 王炜, 等. 基于个体出行方式选择的自行车交通影响因素研究[J]. 交通运输系统工程与信息, 2007, 7(4): 131-136. https://www.cnki.com.cn/Article/CJFDTOTAL-YSXT200704021.htm

    YANG Chen, LU Jian, WANG Wei, et al. A study on the influencing factors of bicycle transportation based on individual mode choice[J]. Journal of Transportation Systems Engineering and Information Technology, 2007, 7(4): 131-136. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-YSXT200704021.htm
    [26]
    HEINEN E, VAN WEE B, MAAT K. Commuting by bicycle: an overview of the literature[J]. Transport Reviews, 2010, 30(1): 59-96. (in Chinese) doi: 10.1080/01441640903187001
    [27]
    ARCIERO P J, GORAN M I, GARDNER A M, et al. A practical equation to predict resting metabolic rate in older females[J]. Journal of the American Geriatrics Society, 1993, 41(4): 389-395. doi: 10.1111/j.1532-5415.1993.tb06946.x
    [28]
    胡咏梅, 武晓洛, 胡志红, 等. 关于中国人体表面积公式的研究[J]. 生理学报, 1999, 51(1): 45-48. https://www.cnki.com.cn/Article/CJFDTOTAL-SLXU901.007.htm

    HU Yong-mei, WU Xiao-luo, HU Zhi-hong, et al. Study of formula for calculating body surface areas of the Chinese adults[J]. Acta Physiologica Sinica, 1999, 51(1): 45-48. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-SLXU901.007.htm
    [29]
    BALASUBRAMANIAN V, JAGANNATH M, ADALARASU K. Muscle fatigue based evaluation of bicycle design[J]. Applied Ergonomics, 2014, 45(2): 339-345.
    [30]
    SHACHAM S. A shortened version of the profile of mood states[J]. Journal of Personality Assessment, 1983, 47(3): 305-306.
    [31]
    IMPELLIZZERI F M, RAMPININI E, COUTTS A J. Use of RPE-based training load in soccer[J]. Medicine and Science in Sports and Exercise, 2004, 36(6): 1042-1047.
    [32]
    AHSBERG E. Dimensions of fatigue in different working populations[J]. Scandinavian Journal of Psychology, 2000, 41: 231-241.
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