IDEAS home Printed from https://ideas.repec.org/a/wly/transj/v47y2008i1p17-29.html

Retaining Passenger Loyalty through Data Mining: A Case Study of Taiwanese Airlines

Author

Listed:
  • Jehn‐Yih Wong
  • Pi‐Heng Chung

Abstract

Passenger loads on Taiwanese domestic flights have rapidly declined following the launch of the Taiwan High Speed Rail in 2007. Retaining passenger loyalty is thus a crucial challenge facing Taiwan domestic airlines. This study develops a loyal passenger mining process that is used to assess passenger loyalty and extract their information by a data mining technique from a database. Analytical results demonstrate that loyal passengers had high satisfaction in terms of service preferences, including airport service, passenger cabin facilities, information provision and complaint resolution, and flights departing on schedule. Loyal passengers also emphasized luggage services and obtaining airline information without an agency. The suggestions of this study not only provide Taiwanese airlines with a valuable reference for planning database marketing and managing loyal passengers but also expand the applicability of management information systems (MIS) to airline industry research.

Suggested Citation

  • Jehn‐Yih Wong & Pi‐Heng Chung, 2008. "Retaining Passenger Loyalty through Data Mining: A Case Study of Taiwanese Airlines," Transportation Journal, John Wiley & Sons, vol. 47(1), pages 17-29, January.
  • Handle: RePEc:wly:transj:v:47:y:2008:i:1:p:17-29
    DOI: 10.2307/20713696
    as

    Download full text from publisher

    File URL: https://doi.org/10.2307/20713696
    Download Restriction: no

    File URL: https://libkey.io/10.2307/20713696?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
    ---><---

    References listed on IDEAS

    as
    1. Zhang, Yunlong & Xie, Yuanchang, 2005. "Small community airport choice behavior analysis: A case study of GTR," Journal of Air Transport Management, Elsevier, vol. 11(6), pages 442-447.
    2. Eric Pels & Peter Nijkamp & Piet Rietveld, 2001. "Airport and Airline Choice in a Multiple Airport Region: An Empirical Analysis for the San Francisco Bay Area," Regional Studies, Taylor & Francis Journals, vol. 35(1), pages 1-9.
    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. Isaac Levi Henderson & Kan Wai Hong Tsui & Thanh Ngo & Andrew Gilbey & Mark Avis, 2024. "The Nature of Airport Brand Associations," Tourism and Hospitality, MDPI, vol. 5(3), pages 1-33, July.
    2. Teixeira, Filipe Marques & Derudder, Ben, 2021. "Spatio-temporal dynamics in airport catchment areas: The case of the New York Multi Airport Region," Journal of Transport Geography, Elsevier, vol. 90(C).
    3. Lieshout, Rogier, 2012. "Measuring the size of an airport’s catchment area," Journal of Transport Geography, Elsevier, vol. 25(C), pages 27-34.
    4. Paliska, Dejan & Drobne, Samo & Borruso, Giuseppe & Gardina, Massimo & Fabjan, Daša, 2016. "Passengers' airport choice and airports' catchment area analysis in cross-border Upper Adriatic multi-airport region," Journal of Air Transport Management, Elsevier, vol. 57(C), pages 143-154.
    5. de Luca, Stefano, 2012. "Modelling airport choice behaviour for direct flights, connecting flights and different travel plans," Journal of Transport Geography, Elsevier, vol. 22(C), pages 148-163.
    6. Escobari, Diego, 2017. "Airport, airline and departure time choice and substitution patterns: An empirical analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 198-210.
    7. Bao, Danwen & Hua, Songyi & Gu, Jiayu, 2016. "Relevance of airport accessibility and airport competition," Journal of Air Transport Management, Elsevier, vol. 55(C), pages 52-60.
    8. Zeigler, Patrick & Pagliari, Romano & Suau-Sanchez, Pere & Malighetti, Paolo & Redondi, Renato, 2017. "Low-cost carrier entry at small European airports: Low-cost carrier effects on network connectivity and self-transfer potential," Journal of Transport Geography, Elsevier, vol. 60(C), pages 68-79.
    9. Kim, Amy M. & Ryerson, Megan S., 2018. "A long drive: Interregional airport passenger “leakage” in the U.S," Tourism Management, Elsevier, vol. 65(C), pages 237-244.
    10. Fu, Qian & Kim, Amy M., 2016. "Supply-and-demand models for exploring relationships between smaller airports and neighboring hub airports in the U.S," Journal of Air Transport Management, Elsevier, vol. 52(C), pages 67-79.
    11. Xia, Wenyi & Jiang, Changmin & Wang, Kun & Zhang, Anming, 2019. "Air-rail revenue sharing in a multi-airport system: Effects on traffic and social welfare," Transportation Research Part B: Methodological, Elsevier, vol. 121(C), pages 304-319.
    12. Basso, Leonardo J. & Zhang, Anming, 2007. "Congestible facility rivalry in vertical structures," Journal of Urban Economics, Elsevier, vol. 61(2), pages 218-237, March.
    13. Xiao, Fan & Dobruszkes, Frédéric & Mo, Huihui & Wang, Jiaoe, 2025. "Revisiting competition and complementarity in multiple airport systems: An analysis of air routes and flights," Transport Policy, Elsevier, vol. 166(C), pages 50-64.
    14. Xiao, Fan & Mo, Huihui & Wang, Jiaoe & Dobruszkes, Frédéric & Xiong, Meicheng, 2025. "Passenger winners and losers in the multi-airport system era: Evidence from Beijing tracking individual travel activities," Transportation Research Part A: Policy and Practice, Elsevier, vol. 199(C).
    15. Stephane Hess, 2005. "Analysing air-travel choice behaviour in the Greater London area," ERSA conference papers ersa05p736, European Regional Science Association.
    16. de Wit, Jaap G. & Zuidberg, Joost, 2016. "Route churn: an analysis of low-cost carrier route continuity in Europe," Journal of Transport Geography, Elsevier, vol. 50(C), pages 57-67.
    17. Doerr, Luisa & Dorn, Florian & Gaebler, Stefanie & Potrafke, Niklas, 2020. "How new airport infrastructure promotes tourism: evidence from a synthetic control approach in German regions," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 54(10), pages 1402-1412.
    18. Cho, Woohyun & Windle, Robert J. & Dresner, Martin E., 2015. "The impact of low-cost carriers on airport choice in the US: A case study of the Washington–Baltimore region," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 81(C), pages 141-157.
    19. Guido Perboli & Marco Ghirardi & Luca Gobbato & Francesca Perfetti, 2015. "Flights and Their Economic Impact on the Airport Catchment Area: An Application to the Italian Tourist Market," Journal of Optimization Theory and Applications, Springer, vol. 164(3), pages 1109-1133, March.
    20. Morton, Craig & Mattioli, Giulio, 2023. "Competition in Multi-Airport Regions: Measuring airport catchments through spatial interaction models," Journal of Air Transport Management, Elsevier, vol. 112(C).

    More about this item

    Statistics

    Access and download statistics

    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:wly:transj:v:47:y:2008:i:1:p:17-29. 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: Wiley Content Delivery (email available below). General contact details of provider: .

    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.