The Preferences of Shared Micro-Mobility Users in Urban Areas

被引:11
|
作者
Jaber, Ahmed [1 ]
Hamadneh, Jamil [2 ]
Csonka, Balint [1 ]
机构
[1] Budapest Univ Technol & Econ, Fac Transportat Engn & Vehicle Engn, Dept Transport Technol & Econ, H-1111 Budapest, Hungary
[2] Palestine Tech Univ Kadoorie, Fac Engn & Technol, Dept Bldg Rd & Space Engn, Tulkarm, Palestine
关键词
Discrete choice modeling; micro-mobility; transport mode choice; travel behavior; VOT; TRAVEL-TIME SAVINGS; DISCRETE-CHOICE EXPERIMENTS; HEALTH-CARE; MODELS;
D O I
10.1109/ACCESS.2023.3297083
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This research focuses on the preferences of micro-mobility users in urban areas, specifically shared electric bikes (e-bikes), shared conventional bikes (bike), and shared electric scooters (e-scooters). It is found that previous scholars study traveler preferences of traditional transport modes while limited attention has been given to preferences of travelers toward micro-mobility considering electric scooters and bikes over conventional bikes. In order to address this gap, a discrete choice modeling approach is used to study the preferences of people through developing a transport choice model. A discrete choice experiment (DCE) is designed where choice sets that combine the shared micro transport modes where three associated attributes and four levels are included in the DCE for each alternative. A stated preference (SP) survey is designed and distributed in Budapest, Hungary. This research focuses on urban areas where travel time is relatively short. Multinomial Logit (MNL) model is applied where a transport choice model is developed. The effect of several factors on the preferences of people toward the three micro transport modes are evaluated. The developed transport choice model includes trip time, trip cost, walking distance, parking characteristics, and socio-demographic factors. The results indicate that travelers prefer using bikes more than e-bikes and e-scooters. Furthermore, it is found that e-scooter is the least favored by travelers. It is noteworthy that car drivers, individuals with access to or frequent usage of micro-mobility, graduate students, full-time workers, males, and young people are more willing to use shared electric micro-mobility services. The probability of choosing a transport mode based on the changes on parking type attribute is estimated in this research. The results show that travelers prefer free floating parking when they use shared electric micro-mobility services. This research underscores the significance of parking type (docks or dockless) and socio-demographic variables when it comes to micro-mobility modes in urban areas. It is evident that shared electric micro-mobility options require more effort and policy support to be effectively implemented, as shared conventional bikes appear more appealing to users. Overall, these findings contribute to the understanding of micro-mobility preferences and highlight areas for further exploration and potential policy interventions.
引用
收藏
页码:74458 / 74472
页数:15
相关论文
共 50 条
  • [41] Support micro-mobility with multi protocol handoff mechanism
    Liang, Y
    Jost, AG
    Zincir-Heywood, AN
    CCECE 2003: CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1-3, PROCEEDINGS: TOWARD A CARING AND HUMANE TECHNOLOGY, 2003, : 1621 - 1624
  • [42] A network architecture for MPLS-based micro-mobility
    Chiussi, FA
    Khotimsky, DA
    Krishnan, S
    WCNC 2002: IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE RECORD, VOLS 1 & 2, 2002, : 549 - 555
  • [43] Shared Micro-mobility Market Disturbances: the Polish Bike Sharing Market in Light of Z-score Analysis
    Tomasz Bieliński
    Agnieszka B. Ważna
    Paweł Antonowicz
    Schmalenbach Journal of Business Research, 2024, 76 (3): : 463 - 481
  • [44] Identifying Vehicle Preferences and System Requirements of Potential Users of Shared Mobility Systems (SMS)
    Pobudzei, Maryna
    Wegner, Katharina
    Hoffmann, Silja
    VEHITS: PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON VEHICLE TECHNOLOGY AND INTELLIGENT TRANSPORT SYSTEMS, 2022, : 226 - 238
  • [45] Seamless QoS provisioned micro-mobility management scheme
    Ahmad, SZ
    Ashraf, M
    INMIC 2004: 8th International Multitopic Conference, Proceedings, 2004, : 480 - 485
  • [46] A Route Optimization scheme for the eTIMIP micro-mobility protocol
    Estrela, Pedro Vale
    Vazao, Teresa Maria
    Nunes, Mario Serafim
    2007 IEEE 18TH INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS, VOLS 1-9, 2007, : 2075 - 2079
  • [47] A hierarchical micro-mobility management model with QoS capability
    Li, J
    Sampalli, S
    2004 INTERNATIONAL CONFERENCE ON PARALLEL PROCESSING WORKSHOPS, PROCEEDINGS, 2004, : 38 - 45
  • [48] Enhancement to Seamless Vertical Handover in a Micro-mobility Domain
    Magagula, Linoh A.
    Dlamini, Sabelo V.
    2013 21ST INTERNATIONAL CONFERENCE ON SOFTWARE, TELECOMMUNICATIONS AND COMPUTER NETWORKS (SOFTCOM 2013), 2013, : 230 - 234
  • [49] A MPLS framework for macro- and micro-mobility management
    Xie, KD
    Leung, VCM
    PROCEEDINGS OF THE IASTED INTERNATIONAL CONFERENCE ON WIRELESS AND OPTICAL COMMUNICATIONS, 2002, : 374 - 379
  • [50] Social enterprise as catalyst of transformation in the micro-mobility sector
    Sunio, Varsolo
    Laperal, Miguel
    Mateo-Babiano, Iderlina
    TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2020, 138 (145-157) : 145 - 157