IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v11y2018i1p127-d193481.html
   My bibliography  Save this article

Experimental Study on Shared Bike Use Behavior under Bounded Rational Theory and Credit Supervision Mechanism

Author

Listed:
  • Yao Yao

    (School of Economics and Management, Beijing Jiao Tong University, Haidian District, Beijing 100044, China)

  • Linwei Liu

    (School of Traffic and Transportation, Beijing Jiao Tong University, Haidian District, Beijing 100044, China)

  • Zibin Guo

    (School of Economics and Management, Beijing Jiao Tong University, Haidian District, Beijing 100044, China)

  • Ziheng Liu

    (School of Economics and Management, Beijing Jiao Tong University, Haidian District, Beijing 100044, China)

  • Huiyu Zhou

    (School of Economics and Management, Beijing Jiao Tong University, Haidian District, Beijing 100044, China)

Abstract

As a new travel model, the bike-sharing system (BSS) solves the ‘last kilometer’ problem and has developed rapidly for its convenience. However, many accompanying problems have emerged. In China, parking violation problems—such as severe traffic congestion—are caused by dock-less shared bikes. Furthermore, a large number of shared bikes have to be scrapped early for vandalism. As a special form of public good, bike-sharing also faces the dilemma of negative externalities. Seeking a solution, Mobike has conducted a credit supervision mechanism, which transfers the users’ different behavior to credits for user behavior regulation, but with unsatisfactory results. The goal of the paper is to test the validity of credit supervision mechanism from user’s perspective to regulate the abuse of sharing bike by simulating the use scenario of BSS in real life in a lab experiment based on induced value theory. The behavioral and pre- and post-experiment survey data were thoroughly analyzed. The results show that, within a negative context, the credit supervision system has a more significant effect on inducing proper user behavior, which improves after adding a real-time feedback mechanism. Finally, we provide effective suggestions to policy makers and shared bike companies for inducing positive user behavior.

Suggested Citation

  • Yao Yao & Linwei Liu & Zibin Guo & Ziheng Liu & Huiyu Zhou, 2018. "Experimental Study on Shared Bike Use Behavior under Bounded Rational Theory and Credit Supervision Mechanism," Sustainability, MDPI, vol. 11(1), pages 1-23, December.
  • Handle: RePEc:gam:jsusta:v:11:y:2018:i:1:p:127-:d:193481
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/11/1/127/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/11/1/127/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Faghih-Imani, Ahmadreza & Hampshire, Robert & Marla, Lavanya & Eluru, Naveen, 2017. "An empirical analysis of bike sharing usage and rebalancing: Evidence from Barcelona and Seville," Transportation Research Part A: Policy and Practice, Elsevier, vol. 97(C), pages 177-191.
    2. Sutton, Anna & Allinson, Chris & Williams, Helen, 2013. "Personality type and work-related outcomes: An exploratory application of the Enneagram model," European Management Journal, Elsevier, vol. 31(3), pages 234-249.
    3. Hamilton, Timothy L. & Wichman, Casey J., 2018. "Bicycle infrastructure and traffic congestion: Evidence from DC's Capital Bikeshare," Journal of Environmental Economics and Management, Elsevier, vol. 87(C), pages 72-93.
    4. Tørnblad, Silje H. & Kallbekken, Steffen & Korneliussen, Kristine & Mideksa, Torben K., 2014. "Using mobility management to reduce private car use: Results from a natural field experiment in Norway," Transport Policy, Elsevier, vol. 32(C), pages 9-15.
    5. Jing Lan & Yuge Ma & Dajian Zhu & Diana Mangalagiu & Thomas F. Thornton, 2017. "Enabling Value Co-Creation in the Sharing Economy: The Case of Mobike," Sustainability, MDPI, vol. 9(9), pages 1-20, August.
    6. Cherry, Christopher & Cervero, Robert, 2007. "Use characteristics and mode choice behavior of electric bike users in China," Transport Policy, Elsevier, vol. 14(3), pages 247-257, May.
    7. Jia Shu & Mabel C. Chou & Qizhang Liu & Chung-Piaw Teo & I-Lin Wang, 2013. "Models for Effective Deployment and Redistribution of Bicycles Within Public Bicycle-Sharing Systems," Operations Research, INFORMS, vol. 61(6), pages 1346-1359, December.
    8. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    9. Yanyong Guo & Jibiao Zhou & Yao Wu & Zhibin Li, 2017. "Identifying the factors affecting bike-sharing usage and degree of satisfaction in Ningbo, China," PLOS ONE, Public Library of Science, vol. 12(9), pages 1-19, September.
    10. Wang, Mingshu & Zhou, Xiaolu, 2017. "Bike-sharing systems and congestion: Evidence from US cities," Journal of Transport Geography, Elsevier, vol. 65(C), pages 147-154.
    11. Foster, Gigi, 2006. "It's not your peers, and it's not your friends: Some progress toward understanding the educational peer effect mechanism," Journal of Public Economics, Elsevier, vol. 90(8-9), pages 1455-1475, September.
    12. Binmore, Ken, 1999. "Why Experiment in Economics?," Economic Journal, Royal Economic Society, vol. 109(453), pages 16-24, February.
    13. Hensher, David A., 2010. "Hypothetical bias, choice experiments and willingness to pay," Transportation Research Part B: Methodological, Elsevier, vol. 44(6), pages 735-752, July.
    14. Smith, Vernon L, 1982. "Microeconomic Systems as an Experimental Science," American Economic Review, American Economic Association, vol. 72(5), pages 923-955, December.
    15. Hiroshi Ohta & Jacques-François Thisse (ed.), 1993. "Does Economic Space Matter?," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-349-22906-2.
    16. Hiroshi Ohta, 1993. "Tragedy of the Commoners in Economic Space as a Public Good," Palgrave Macmillan Books, in: Hiroshi Ohta & Jacques-François Thisse (ed.), Does Economic Space Matter?, chapter 5, pages 95-110, Palgrave Macmillan.
    17. Sargent, Thomas J., 1993. "Bounded Rationality in Macroeconomics: The Arne Ryde Memorial Lectures," OUP Catalogue, Oxford University Press, number 9780198288695.
    18. Alvarez-Valdes, Ramon & Belenguer, Jose M. & Benavent, Enrique & Bermudez, Jose D. & Muñoz, Facundo & Vercher, Enriqueta & Verdejo, Francisco, 2016. "Optimizing the level of service quality of a bike-sharing system," Omega, Elsevier, vol. 62(C), pages 163-175.
    19. Advait Sarkar & Neal Lathia & Cecilia Mascolo, 2015. "Comparing cities’ cycling patterns using online shared bicycle maps," Transportation, Springer, vol. 42(4), pages 541-559, July.
    20. Geoffrey Rose, 2012. "E-bikes and urban transportation: emerging issues and unresolved questions," Transportation, Springer, vol. 39(1), pages 81-96, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xiao-Ling Jin & Zhongyun Zhou & Yiwei Tian, 2022. "A Configurational Analysis of the Causes of Consumer Indirect Misbehaviors in Access-Based Consumption," Journal of Business Ethics, Springer, vol. 175(1), pages 135-166, January.
    2. Jialing Zhao & Hongwei Wang & Yuxin Huang & Yuan Meng, 2020. "Does Massive Placement of Bicycles Win the Market for the Bicycle-Sharing Company in China?," Sustainability, MDPI, vol. 12(13), pages 1-14, June.
    3. Wang Zhanyou & Han Dongmei & Zhao Yaopei, 2020. "How to improve users’ intentions to continued usage of shared bicycles: A mixed method approach," PLOS ONE, Public Library of Science, vol. 15(2), pages 1-16, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mix, Richard & Hurtubia, Ricardo & Raveau, Sebastián, 2022. "Optimal location of bike-sharing stations: A built environment and accessibility approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 160(C), pages 126-142.
    2. Tomasz Bieliński & Łukasz Dopierała & Maciej Tarkowski & Agnieszka Ważna, 2020. "Lessons from Implementing a Metropolitan Electric Bike Sharing System," Energies, MDPI, vol. 13(23), pages 1-21, November.
    3. Pessali, Huascar & Berger, Bruno, 2010. "A teoria da perspectiva e as mudanças de preferência no mainstream: um prospecto lakatoseano [Prospect theory and preference change in the mainstream of economics: a Lakatosian prospect]," MPRA Paper 26104, University Library of Munich, Germany.
    4. Li, Aoyong & Zhao, Pengxiang & Huang, Yizhe & Gao, Kun & Axhausen, Kay W., 2020. "An empirical analysis of dockless bike-sharing utilization and its explanatory factors: Case study from Shanghai, China," Journal of Transport Geography, Elsevier, vol. 88(C).
    5. Gu, Wei & Yu, Xiaoru & Zhang, Shichen & Yan, Xiangbin & Wang, Chen, 2023. "To outsource or not: Bike-share rebalancing strategies under the service quality deviation of a third party," European Journal of Operational Research, Elsevier, vol. 310(2), pages 847-859.
    6. Ugo N. Castañon & Paulo J. G. Ribeiro, 2021. "Bikeability and Emerging Phenomena in Cycling: Exploratory Analysis and Review," Sustainability, MDPI, vol. 13(4), pages 1-21, February.
    7. Fiore, Annamaria, 2009. "Experimental Economics: Some Methodological Notes," MPRA Paper 12498, University Library of Munich, Germany.
    8. Rodrigo Mora & Pablo Moran, 2020. "Public Bike Sharing Programs Under the Prism of Urban Planning Officials: The Case of Santiago de Chile," Sustainability, MDPI, vol. 12(14), pages 1-20, July.
    9. Xie, Xiao-Feng & Wang, Zunjing Jenipher, 2018. "Examining travel patterns and characteristics in a bikesharing network and implications for data-driven decision supports: Case study in the Washington DC area," Journal of Transport Geography, Elsevier, vol. 71(C), pages 84-102.
    10. Peter P. Wakker & Daniëlle R. M. Timmermans & Irma Machielse, 2007. "The Effects of Statistical Information on Risk and Ambiguity Attitudes, and on Rational Insurance Decisions," Management Science, INFORMS, vol. 53(11), pages 1770-1784, November.
    11. Yuanyuan Zhang & Yuming Zhang, 2018. "Associations between Public Transit Usage and Bikesharing Behaviors in The United States," Sustainability, MDPI, vol. 10(6), pages 1-20, June.
    12. Ziwen Ling & Christopher R. Cherry & John H. MacArthur & Jonathan X. Weinert, 2017. "Differences of Cycling Experiences and Perceptions between E-Bike and Bicycle Users in the United States," Sustainability, MDPI, vol. 9(9), pages 1-18, September.
    13. Alexander L. Brown & Zhikang Eric Chua & Colin F. Camerer, 2009. "Learning and Visceral Temptation in Dynamic Saving Experiments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 197-231.
    14. Schilirò, Daniele & Graziano, Mario, 2011. "Scelte e razionalità nei modelli economici: un'analisi multidisciplinare [Choices and rationality in economic models: a multidisciplinary analysis]," MPRA Paper 31910, University Library of Munich, Germany.
    15. James C. Cox & Vjollca Sadiraj, 2018. "Incentives," Experimental Economics Center Working Paper Series 2018-01, Experimental Economics Center, Andrew Young School of Policy Studies, Georgia State University.
    16. Richard T. Carson & Miko_aj Czajkowski, 2014. "The discrete choice experiment approach to environmental contingent valuation," Chapters, in: Stephane Hess & Andrew Daly (ed.), Handbook of Choice Modelling, chapter 9, pages 202-235, Edward Elgar Publishing.
    17. Hyungkyoo Kim, 2020. "Seasonal Impacts of Particulate Matter Levels on Bike Sharing in Seoul, South Korea," IJERPH, MDPI, vol. 17(11), pages 1-17, June.
    18. Thomas, Alainna, 2016. "A More Sustainable Minivan? An Exploratory Study of Electric Bicycle Use by San Francisco Bay Area Families," Institute of Transportation Studies, Working Paper Series qt6g79m3xx, Institute of Transportation Studies, UC Davis.
    19. Morten Søberg, 2002. "The Duhem-Quine thesis and experimental economics. A reinterpretation," Discussion Papers 329, Statistics Norway, Research Department.
    20. Zhou, Xiaolu & Wang, Mingshu & Li, Dongying, 2019. "Bike-sharing or taxi? Modeling the choices of travel mode in Chicago using machine learning," Journal of Transport Geography, Elsevier, vol. 79(C), pages 1-1.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:11:y:2018:i:1:p:127-:d:193481. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.