IDEAS home Printed from https://ideas.repec.org/a/kap/transp/v51y2024i2d10.1007_s11116-022-10335-3.html
   My bibliography  Save this article

Identifying key elements for user satisfaction of bike-sharing systems: a combination of direct and indirect evaluations

Author

Listed:
  • Raky Julio

    (Universidad Politécnica de Madrid)

  • Andres Monzon

    (Universidad Politécnica de Madrid)

  • Yusak O. Susilo

    (University of Natural Resources and Life Sciences)

Abstract

Bike-sharing systems (BSS) are gaining popularity in cities worldwide, as a part of a generalized strategy to mitigate the problems derived from motorized transportation (congestion, pollution, noise, etc.). These systems have proved to have positive effects on cities, moreover, many of them have reached a performance peak and require improvements to attract/retain users and compete against emerging soft mobility alternatives. Whilst there are broad studies evaluating BSS demand and design, less attention has been paid to user satisfaction and the complexities underlying the relationships between the system attributes importance. This study proposes a novel combination of two methodologies for satisfaction assessment that allows decision-makers to identify the most influential system attributes on user satisfaction. The combined methods are the direct, explicit, Importance Performance Analysis (IPA), and the nonlinear, implicit Three-Factor Theory (3FT), which combined generate a three-dimensional scheme that facilitates the comprehension of the results. The combination was applied to a dataset of Madrid´s BSS to identify the attributes that perform poorly, and then assess their implicit influence on satisfaction to establish improvement priorities. The results suggest that station occupancy and bicycle availability and totem functioning are key service attributes to enhance satisfaction. Also, the combination of the two methodologies makes it possible to differentiate that maintenance is a priority for subscribers and network extension for occasional users. The pedelec system is a key attribute that might help overcome Madrid´s unfavorable cycling environment. This user-centric evaluation is a valuable tool that guides precise measure implementation, service operation, future design, and planning oriented to increase ridership.

Suggested Citation

  • Raky Julio & Andres Monzon & Yusak O. Susilo, 2024. "Identifying key elements for user satisfaction of bike-sharing systems: a combination of direct and indirect evaluations," Transportation, Springer, vol. 51(2), pages 407-438, April.
  • Handle: RePEc:kap:transp:v:51:y:2024:i:2:d:10.1007_s11116-022-10335-3
    DOI: 10.1007/s11116-022-10335-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11116-022-10335-3
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11116-022-10335-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Pakdil, Fatma & Aydın, Özlem, 2007. "Expectations and perceptions in airline services: An analysis using weighted SERVQUAL scores," Journal of Air Transport Management, Elsevier, vol. 13(4), pages 229-237.
    2. Wu, Xinyi & Cao, Jason & Huting, Joel, 2018. "Using three-factor theory to identify improvement priorities for express and local bus services: An application of regression with dummy variables in the Twin Cities," Transportation Research Part A: Policy and Practice, Elsevier, vol. 113(C), pages 184-196.
    3. Nathanail, Eftihia, 2008. "Measuring the quality of service for passengers on the hellenic railways," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(1), pages 48-66, January.
    4. dell'Olio, Luigi & Ibeas, Angel & Cecín, Patricia, 2010. "Modelling user perception of bus transit quality," Transport Policy, Elsevier, vol. 17(6), pages 388-397, November.
    5. Kurt Matzler & Elmar Sauerwein & Kenneth Heischmidt, 2003. "Importance-performance analysis revisited: the role of the factor structure of customer satisfaction," The Service Industries Journal, Taylor & Francis Journals, vol. 23(2), pages 112-129, March.
    6. Shaheen, Susan & Guzman, Stacey & Zhang, Hua, 2010. "Bikesharing in Europe, the Americas, and Asia: Past, Present, and Future," Institute of Transportation Studies, Working Paper Series qt79v822k5, Institute of Transportation Studies, UC Davis.
    7. Hensher, David A & Daniels, Rhonda, 1995. "Productivity measurement in the urban bus sector," Transport Policy, Elsevier, vol. 2(3), pages 179-194, July.
    8. Elliot Fishman, 2016. "Bikeshare: A Review of Recent Literature," Transport Reviews, Taylor & Francis Journals, vol. 36(1), pages 92-113, January.
    9. Eugene W. Anderson & Mary W. Sullivan, 1993. "The Antecedents and Consequences of Customer Satisfaction for Firms," Marketing Science, INFORMS, vol. 12(2), pages 125-143.
    10. Chou, Jui-Sheng & Kim, Changwan & Kuo, Yao-Chen & Ou, Nai-Chi, 2011. "Deploying effective service strategy in the operations stage of high-speed rail," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(4), pages 507-519, July.
    11. Abenoza, Roberto F. & Cats, Oded & Susilo, Yusak O., 2017. "Travel satisfaction with public transport: Determinants, user classes, regional disparities and their evolution," Transportation Research Part A: Policy and Practice, Elsevier, vol. 95(C), pages 64-84.
    12. Eboli, Laura & Forciniti, Carmen & Mazzulla, Gabriella, 2018. "Spatial variation of the perceived transit service quality at rail stations," Transportation Research Part A: Policy and Practice, Elsevier, vol. 114(PA), pages 67-83.
    13. Echaniz, Eneko & Ho, Chinh Q. & Rodriguez, Andres & dell'Olio, Luigi, 2019. "Comparing best-worst and ordered logit approaches for user satisfaction in transit services," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 752-769.
    14. Goldman, Todd & Gorham, Roger, 2006. "Sustainable urban transport: Four innovative directions," Technology in Society, Elsevier, vol. 28(1), pages 261-273.
    15. Ruth N. Bolton, 1998. "A Dynamic Model of the Duration of the Customer's Relationship with a Continuous Service Provider: The Role of Satisfaction," Marketing Science, INFORMS, vol. 17(1), pages 45-65.
    16. Abenoza, Roberto F. & Ettema, Dick F. & Susilo, Yusak O., 2018. "Do accessibility, vulnerability, opportunity, and travel characteristics have uniform impacts on the traveler’s experience?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 114(PA), pages 38-51.
    17. Hernandez, Sara & Monzon, Andres & de Oña, Rocío, 2016. "Urban transport interchanges: A methodology for evaluating perceived quality," Transportation Research Part A: Policy and Practice, Elsevier, vol. 84(C), pages 31-43.
    18. Dea van Lierop & Madhav G. Badami & Ahmed M. El-Geneidy, 2018. "What influences satisfaction and loyalty in public transport? A review of the literature," Transport Reviews, Taylor & Francis Journals, vol. 38(1), pages 52-72, January.
    19. Shaheen, Susan A & Guzman, Stacey & Zhang, Hua, 2010. "Bikesharing in Europe, the Americas, and Asia: Past, Present and Future," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt6qg8q6ft, Institute of Transportation Studies, UC Berkeley.
    20. Pucher, John & Buehler, Ralph & Seinen, Mark, 2011. "Bicycling renaissance in North America? An update and re-appraisal of cycling trends and policies," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(6), pages 451-475, July.
    21. Susilo, Yusak O. & Cats, Oded, 2014. "Exploring key determinants of travel satisfaction for multi-modal trips by different traveler groups," Transportation Research Part A: Policy and Practice, Elsevier, vol. 67(C), pages 366-380.
    22. 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.
    23. Machado-León, José Luis & de Oña, Rocío & Baouni, Tahar & de Oña, Juan, 2017. "Railway transit services in Algiers: priority improvement actions based on users perceptions," Transport Policy, Elsevier, vol. 53(C), pages 175-185.
    24. Elliot Fishman & Simon Washington & Narelle Haworth, 2013. "Bike Share: A Synthesis of the Literature," Transport Reviews, Taylor & Francis Journals, vol. 33(2), pages 148-165, March.
    Full references (including those not matched with items on IDEAS)

    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. Luo, Shuli & He, Sylvia Y. & Grant-Muller, Susan & Song, Linqi, 2023. "Influential factors in customer satisfaction of transit services: Using crowdsourced data to capture the heterogeneity across individuals, space and time," Transport Policy, Elsevier, vol. 131(C), pages 173-183.
    2. Shuli Luo & Sylvia Y He, 2021. "Using data mining to explore the spatial and temporal dynamics of perceptions of metro services in China: The case of Shenzhen," Environment and Planning B, , vol. 48(3), pages 449-466, March.
    3. Ma, Xinwei & Ji, Yanjie & Yuan, Yufei & Van Oort, Niels & Jin, Yuchuan & Hoogendoorn, Serge, 2020. "A comparison in travel patterns and determinants of user demand between docked and dockless bike-sharing systems using multi-sourced data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 139(C), pages 148-173.
    4. Ma, Xinwei & Zhang, Shuai & Wu, Tao & Yang, Yizhe & Yu, Jiajie, 2023. "Can dockless and docked bike-sharing substitute each other? Evidence from Nanjing, China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 188(C).
    5. Todd, James & O'Brien, Oliver & Cheshire, James, 2021. "A global comparison of bicycle sharing systems," Journal of Transport Geography, Elsevier, vol. 94(C).
    6. Ahmad Nazrul Hakimi Ibrahim & Muhamad Nazri Borhan & Mohd Haniff Osman & Faridah Hanim Khairuddin & Nur Mustakiza Zakaria, 2022. "An Empirical Study of Passengers’ Perceived Satisfaction with Monorail Service Quality: Case of Kuala Lumpur, Malaysia," Sustainability, MDPI, vol. 14(11), pages 1-17, May.
    7. Büchel, Beda & Marra, Alessio Daniele & Corman, Francesco, 2022. "COVID-19 as a window of opportunity for cycling: Evidence from the first wave," Transport Policy, Elsevier, vol. 116(C), pages 144-156.
    8. 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.
    9. Eboli, Laura & Forciniti, Carmen & Mazzulla, Gabriella, 2018. "Spatial variation of the perceived transit service quality at rail stations," Transportation Research Part A: Policy and Practice, Elsevier, vol. 114(PA), pages 67-83.
    10. Iván Manuel Mendoza-Arango & Eneko Echaniz & Luigi dell’Olio & Eduardo Gutiérrez-González, 2020. "Weighted Variables Using Best-Worst Scaling in Ordered Logit Models for Public Transit Satisfaction," Sustainability, MDPI, vol. 12(13), pages 1-20, July.
    11. Wang, Xudong & Cheng, Zhanhong & Trépanier, Martin & Sun, Lijun, 2021. "Modeling bike-sharing demand using a regression model with spatially varying coefficients," Journal of Transport Geography, Elsevier, vol. 93(C).
    12. Jara-Díaz, Sergio & Latournerie, André & Tirachini, Alejandro & Quitral, Félix, 2022. "Optimal pricing and design of station-based bike-sharing systems: A microeconomic model," Economics of Transportation, Elsevier, vol. 31(C).
    13. Yuning Wang & Zhe Zhang & Mengyuan Zhu & Hexian Wang, 2020. "The Impact of Service Quality and Customer Satisfaction on Reuse Intention in Urban Rail Transit in Tianjin, China," SAGE Open, , vol. 10(1), pages 21582440198, January.
    14. Li-Ting Chen & Ya-Wen Hsu, 2020. "Socio-Ecological Predictors of Frequent Bike Share Trips: Do Purposes Matter?," IJERPH, MDPI, vol. 17(20), pages 1-16, October.
    15. Ahmad Nazrul Hakimi Ibrahim & Muhamad Nazri Borhan & Mohd Haniff Osman & Muhamad Razuhanafi Mat Yazid & Munzilah Md. Rohani, 2022. "The Influence of Service Quality on User’s Perceived Satisfaction with Light Rail Transit Service in Klang Valley, Malaysia," Mathematics, MDPI, vol. 10(13), pages 1-21, June.
    16. Juan de Oña & Rocio de Oña, 2015. "Quality of Service in Public Transport Based on Customer Satisfaction Surveys: A Review and Assessment of Methodological Approaches," Transportation Science, INFORMS, vol. 49(3), pages 605-622, August.
    17. Elżbieta Macioszek & Paulina Świerk & Agata Kurek, 2020. "The Bike-Sharing System as an Element of Enhancing Sustainable Mobility—A Case Study based on a City in Poland," Sustainability, MDPI, vol. 12(8), pages 1-29, April.
    18. 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.
    19. Tamás Mátrai & János Tóth, 2020. "Cluster Analysis of Public Bike Sharing Systems for Categorization," Sustainability, MDPI, vol. 12(14), pages 1-15, July.
    20. Tiznado-Aitken, Ignacio & Fuenzalida-Izquierdo, Jorge & Sagaris, Lake & Mora, Rodrigo, 2021. "Using the five Ws to explore bikeshare equity in Santiago, Chile," Journal of Transport Geography, Elsevier, vol. 97(C).

    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:kap:transp:v:51:y:2024:i:2:d:10.1007_s11116-022-10335-3. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.