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Designing a Crowd-Based Relocation System—The Case of Car-Sharing

Author

Listed:
  • Alfred Benedikt Brendel

    (Chair of Information Systems, esp. Intelligent Systems and Services, Technische Universität Dresden, 01069 Dresden, Germany)

  • Sascha Lichtenberg

    (Chair of Information Systems, esp. Intelligent Systems and Services, Technische Universität Dresden, 01069 Dresden, Germany)

  • Stefan Morana

    (Chair of Digital Transformation and Information Systems, Saarland University, 66123 Saarbrücken, Germany)

  • Christoph Prinz

    (Chair of Information Management, Georg-August-University Göttingen, 37073 Göttingen, Germany)

  • Boris M. Hillmann

    (Your Car GmbH, 37073 Göttingen, Germany)

Abstract

Car-sharing services promise environmentally sustainable and cost-efficient alternatives to private car ownership, contributing to more environmentally sustainable mobility. However, the challenge of balancing vehicle supply and demand needs to be addressed for further improvement of the service. Currently, employees must relocate vehicles from low-demand to high-demand areas, which generates extra personnel costs, driven kilometers, and emissions. This study takes a Design Science Research (DSR) approach to develop a new way of balancing the supply and demand of vehicles in car-sharing, namely crowd-based relocation. We base our approach on crowdsourcing, a concept by which customers are requested to perform vehicle relocations. This paper reports on our comprehensive DSR project on designing and instantiating a crowd-based relocation information system (CRIS). We assessed the resulting artifact in a car-sharing simulation and conducted a real-world car-sharing service system field test. The evaluation reveals that CRIS has the potential for improving vehicle availability, increasing environmental sustainability, and reducing operational costs. Further, the prescriptive knowledge derived in our DSR project can be used as a starting point to improve individual parts of the CRIS and to extend its application beyond car-sharing into other sharing services, such as power bank- or e-scooter-sharing.

Suggested Citation

  • Alfred Benedikt Brendel & Sascha Lichtenberg & Stefan Morana & Christoph Prinz & Boris M. Hillmann, 2022. "Designing a Crowd-Based Relocation System—The Case of Car-Sharing," Sustainability, MDPI, vol. 14(12), pages 1-28, June.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:12:p:7090-:d:835068
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    References listed on IDEAS

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    1. Young, Mischa & Farber, Steven, 2019. "The who, why, and when of Uber and other ride-hailing trips: An examination of a large sample household travel survey," Transportation Research Part A: Policy and Practice, Elsevier, vol. 119(C), pages 383-392.
    2. Björn Hildebrandt & Andre Hanelt & Sebastian Firk, 2018. "Sharing Yet Caring," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 60(3), pages 227-241, June.
    3. Nourinejad, Mehdi & Zhu, Sirui & Bahrami, Sina & Roorda, Matthew J., 2015. "Vehicle relocation and staff rebalancing in one-way carsharing systems," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 81(C), pages 98-113.
    4. Xiaojian Hu & Nuo Chen & Nan Wu & Bicheng Yin, 2021. "The Potential Impacts of Electric Vehicles on Urban Air Quality in Shanghai City," Sustainability, MDPI, vol. 13(2), pages 1-12, January.
    5. Shaheen, Susan PhD & Cohen, Adam, 2020. "Innovative Mobility: Carsharing Outlook Carsharing Market Overview, Analysis, And Trends," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt9jh432pm, Institute of Transportation Studies, UC Berkeley.
    6. Young, Mischa & Farber, Steven, 2019. "The Who, Why, and When of Uber and other Ride-hailing Trips: An Examination of a Large Sample Household Travel Survey," OSF Preprints x7ryj, Center for Open Science.
    7. Katarzyna Turoń & Andrzej Kubik & Feng Chen & Hualan Wang & Bogusław Łazarz, 2020. "A Holistic Approach to Electric Shared Mobility Systems Development—Modelling and Optimization Aspects," Energies, MDPI, vol. 13(21), pages 1-19, November.
    8. Huang, Kai & An, Kun & Rich, Jeppe & Ma, Wanjing, 2020. "Vehicle relocation in one-way station-based electric carsharing systems: A comparative study of operator-based and user-based methods," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    9. Zhifu Mi & D’Maris Coffman, 2019. "The sharing economy promotes sustainable societies," Nature Communications, Nature, vol. 10(1), pages 1-3, December.
    10. JinHyo Joseph Yun & Xiaofei Zhao & Jinxi Wu & John C. Yi & KyungBae Park & WooYoung Jung, 2020. "Business Model, Open Innovation, and Sustainability in Car Sharing Industry—Comparing Three Economies," Sustainability, MDPI, vol. 12(5), pages 1-27, March.
    11. Shaheen, Susan PhD & Cohen, Adam, 2020. "Innovative Mobility: Carsharing Outlook; Carsharing Market Overview, Analysis, and Trends," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt61q03282, Institute of Transportation Studies, UC Berkeley.
    12. Katarzyna Turoń & Andrzej Kubik & Feng Chen, 2019. "Operational Aspects of Electric Vehicles from Car-Sharing Systems," Energies, MDPI, vol. 12(24), pages 1-18, December.
    13. Rahul Nair & Elise Miller-Hooks, 2011. "Fleet Management for Vehicle Sharing Operations," Transportation Science, INFORMS, vol. 45(4), pages 524-540, November.
    14. Matthew Clark & Kate Gifford & Jillian Anable & Scott Le Vine, 2015. "Business-to-business carsharing: evidence from Britain of factors associated with employer-based carsharing membership and its impacts," Transportation, Springer, vol. 42(3), pages 471-495, May.
    15. Scott Le Vine & John Polak, 2015. "Introduction to special issue: new directions in shared-mobility research," Transportation, Springer, vol. 42(3), pages 407-411, May.
    16. Prpić, John & Shukla, Prashant P. & Kietzmann, Jan H. & McCarthy, Ian P., 2015. "How to work a crowd: Developing crowd capital through crowdsourcing," Business Horizons, Elsevier, vol. 58(1), pages 77-85.
    17. Wagner, Sebastian & Brandt, Tobias & Neumann, Dirk, 2016. "In free float: Developing Business Analytics support for carsharing providers," Omega, Elsevier, vol. 59(PA), pages 4-14.
    18. Boyacı, Burak & Zografos, Konstantinos G. & Geroliminis, Nikolas, 2017. "An integrated optimization-simulation framework for vehicle and personnel relocations of electric carsharing systems with reservations," Transportation Research Part B: Methodological, Elsevier, vol. 95(C), pages 214-237.
    19. Illgen, Stefan & Höck, Michael, 2019. "Literature review of the vehicle relocation problem in one-way car sharing networks," Transportation Research Part B: Methodological, Elsevier, vol. 120(C), pages 193-204.
    20. Martin, Elliot & Shaheen, Susan, 2011. "The Impact of Carsharing on Household Vehicle Ownership," University of California Transportation Center, Working Papers qt7w58646d, University of California Transportation Center.
    21. Tim Straub & Henner Gimpel & Florian Teschner & Christof Weinhardt, 2015. "How (not) to Incent Crowd Workers," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 57(3), pages 167-179, June.
    22. Yanhong Yin & Han Wang & Jimin Xiong & Yufeng Zhu & Zhanfeng Tang, 2021. "Estimation of optimum supply of shared cars based on personal travel behaviors in condition of minimum energy consumption," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(9), pages 13324-13339, September.
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