IDEAS home Printed from https://ideas.repec.org/a/eee/jaitra/v99y2022ics0969699721001411.html
   My bibliography  Save this article

An integrated connection planning and passenger allocation model for low-cost carriers

Author

Listed:
  • Birolini, Sebastian
  • Besana, Emanuele
  • Cattaneo, Mattia
  • Redondi, Renato
  • Sallan, Jose Maria

Abstract

The aviation industry has recently experienced a fast move toward the hybridization of airline business models. This has remarkably affected airline network structures, moving from a neat contraposition between hub-and-spoke networks (typical of full-service carriers) and point-to-point networks (typical of low-cost carriers) to more hybrid architectures. While literature has widely documented the ongoing restructuring of airline networks, the development of decision support systems in this respect has been rather scant. In this paper, we develop an optimization-based approach—referred to Integrated Connection Planning and Passenger Allocation Model (ICPPAM)—to support low-cost airlines in the early stage of connection planning, encompassing the definition of the most promising transfer airports and the set of optimal connecting itineraries to be rolled out over an existing network of flights. The ICPPAM solves the passenger mix problem on every flight segment, leveraging endogenous demand estimates based on an empirical discrete choice model. We demonstrate the applicability of the proposed approach to the large-scale network of Ryanair in 2019. Results highlight that the proposed approach can significantly aid airlines’ decision-making, leading to significant revenue improvements (up to 4.4%) and shedding insights into network development alternatives.

Suggested Citation

  • Birolini, Sebastian & Besana, Emanuele & Cattaneo, Mattia & Redondi, Renato & Sallan, Jose Maria, 2022. "An integrated connection planning and passenger allocation model for low-cost carriers," Journal of Air Transport Management, Elsevier, vol. 99(C).
  • Handle: RePEc:eee:jaitra:v:99:y:2022:i:c:s0969699721001411
    DOI: 10.1016/j.jairtraman.2021.102160
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0969699721001411
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jairtraman.2021.102160?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. Klophaus, Richard & Merkert, Rico & Lordan, Oriol, 2021. "Mesh network as a competitive advantage for European LCCs: An alternative topology to hub-and-spoke for selling online connections," Transport Policy, Elsevier, vol. 106(C), pages 196-204.
    2. Marianov, Vladimir & Serra, Daniel & ReVelle, Charles, 1999. "Location of hubs in a competitive environment," European Journal of Operational Research, Elsevier, vol. 114(2), pages 363-371, April.
    3. Peter P. Belobaba, 1987. "Survey Paper---Airline Yield Management An Overview of Seat Inventory Control," Transportation Science, INFORMS, vol. 21(2), pages 63-73, May.
    4. Corbo, Leonardo, 2017. "In search of business model configurations that work: Lessons from the hybridization of Air Berlin and JetBlue," Journal of Air Transport Management, Elsevier, vol. 64(PB), pages 139-150.
    5. Lurkin, Virginie & Garrow, Laurie A. & Higgins, Matthew J. & Newman, Jeffrey P. & Schyns, Michael, 2017. "Accounting for price endogeneity in airline itinerary choice models: An application to Continental U.S. markets," Transportation Research Part A: Policy and Practice, Elsevier, vol. 100(C), pages 228-246.
    6. Tiwari, Richa & Jayaswal, Sachin & Sinha, Ankur, 2021. "Competitive hub location problem: Model and solution approaches," Transportation Research Part B: Methodological, Elsevier, vol. 146(C), pages 237-261.
    7. Adler, Nicole, 2001. "Competition in a deregulated air transportation market," European Journal of Operational Research, Elsevier, vol. 129(2), pages 337-345, March.
    8. Frédéric Dobruszkes, 2013. "The geography of European low-cost airline networks: A contemporary analysis," ULB Institutional Repository 2013/135954, ULB -- Universite Libre de Bruxelles.
    9. Lohmann, Gui & Koo, Tay T.R., 2013. "The airline business model spectrum," Journal of Air Transport Management, Elsevier, vol. 31(C), pages 7-9.
    10. Kalyan Talluri & Garrett van Ryzin, 1998. "An Analysis of Bid-Price Controls for Network Revenue Management," Management Science, INFORMS, vol. 44(11-Part-1), pages 1577-1593, November.
    11. Cynthia Barnhart & Amy Cohn, 2004. "Airline Schedule Planning: Accomplishments and Opportunities," Manufacturing & Service Operations Management, INFORMS, vol. 6(1), pages 3-22, November.
    12. Adler, Nicole & Njoya, Eric Tchouamou & Volta, Nicola, 2018. "The multi-airline p-hub median problem applied to the African aviation market," Transportation Research Part A: Policy and Practice, Elsevier, vol. 107(C), pages 187-202.
    13. Morandi, Valentina & Malighetti, Paolo & Paleari, Stefano & Redondi, Renato, 2015. "Codesharing agreements by low-cost carriers: An explorative analysis," Journal of Air Transport Management, Elsevier, vol. 42(C), pages 184-191.
    14. Hsu, Chaug-Ing & Wen, Yuh-Horng, 2003. "Determining flight frequencies on an airline network with demand-supply interactions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 39(6), pages 417-441, November.
    15. Oliver Faust & Jochen Gönsch & Robert Klein, 2017. "Demand-Oriented Integrated Scheduling for Point-to-Point Airlines," Transportation Science, INFORMS, vol. 51(1), pages 196-213, February.
    16. Klophaus, Richard & Conrady, Roland & Fichert, Frank, 2012. "Low cost carriers going hybrid: Evidence from Europe," Journal of Air Transport Management, Elsevier, vol. 23(C), pages 54-58.
    17. Cheung, Tommy K.Y. & Wong, Collin W.H. & Zhang, Anming, 2020. "The evolution of aviation network: Global airport connectivity index 2006–2016," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 133(C).
    18. Birolini, Sebastian & Antunes, António Pais & Cattaneo, Mattia & Malighetti, Paolo & Paleari, Stefano, 2021. "Integrated flight scheduling and fleet assignment with improved supply-demand interactions," Transportation Research Part B: Methodological, Elsevier, vol. 149(C), pages 162-180.
    19. Luis Cadarso & Vikrant Vaze & Cynthia Barnhart & Ángel Marín, 2017. "Integrated Airline Scheduling: Considering Competition Effects and the Entry of the High Speed Rail," Transportation Science, INFORMS, vol. 51(1), pages 132-154, February.
    20. Jimenez, Edgar & Suau-Sanchez, Pere, 2020. "Reinterpreting the role of primary and secondary airports in low-cost carrier expansion in Europe," Journal of Transport Geography, Elsevier, vol. 88(C).
    21. Keji Wei & Vikrant Vaze, 2020. "Airline Timetable Development and Fleet Assignment Incorporating Passenger Choice," Transportation Science, INFORMS, vol. 54(1), pages 139-163, January.
    22. João P. Pita & Cynthia Barnhart & António P. Antunes, 2013. "Integrated Flight Scheduling and Fleet Assignment Under Airport Congestion," Transportation Science, INFORMS, vol. 47(4), pages 477-492, November.
    23. Cynthia Barnhart & Timothy S. Kniker & Manoj Lohatepanont, 2002. "Itinerary-Based Airline Fleet Assignment," Transportation Science, INFORMS, vol. 36(2), pages 199-217, May.
    24. Fageda, Xavier & Suau-Sanchez, Pere & Mason, Keith J., 2015. "The evolving low-cost business model: Network implications of fare bundling and connecting flights in Europe," Journal of Air Transport Management, Elsevier, vol. 42(C), pages 289-296.
    25. Dobruszkes, Frédéric, 2013. "The geography of European low-cost airline networks: a contemporary analysis," Journal of Transport Geography, Elsevier, vol. 28(C), pages 75-88.
    26. Wei, Wenbin & Hansen, Mark, 2006. "An aggregate demand model for air passenger traffic in the hub-and-spoke network," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(10), pages 841-851, December.
    27. Hsiao, Chieh-Yu & Hansen, Mark, 2011. "A passenger demand model for air transportation in a hub-and-spoke network," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(6), pages 1112-1125.
    28. Contreras, Ivan & Cordeau, Jean-François & Laporte, Gilbert, 2011. "Stochastic uncapacitated hub location," European Journal of Operational Research, Elsevier, vol. 212(3), pages 518-528, August.
    29. Soylu, Banu & Katip, Hatice, 2019. "A multiobjective hub-airport location problem for an airline network design," European Journal of Operational Research, Elsevier, vol. 277(2), pages 412-425.
    30. Gregory Dobson & Phillip J. Lederer, 1993. "Airline Scheduling and Routing in a Hub-and-Spoke System," Transportation Science, INFORMS, vol. 27(3), pages 281-297, August.
    31. Malighetti, Paolo & Paleari, Stefano & Redondi, Renato, 2008. "Connectivity of the European airport network: “Self-help hubbing†and business implications," Journal of Air Transport Management, Elsevier, vol. 14(2), pages 53-65.
    32. Tiwari, Richa & Jayaswal, Sachin & Sinha, Ankur, 2021. "Alternate solution approaches for competitive hub location problems," European Journal of Operational Research, Elsevier, vol. 290(1), pages 68-80.
    33. Birolini, Sebastian & Cattaneo, Mattia & Malighetti, Paolo & Morlotti, Chiara, 2020. "Integrated origin-based demand modeling for air transportation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    34. Franke, Markus & John, Florian, 2011. "What comes next after recession? – Airline industry scenarios and potential end games," Journal of Air Transport Management, Elsevier, vol. 17(1), pages 19-26.
    35. Cynthia Barnhart & Peter Belobaba & Amedeo R. Odoni, 2003. "Applications of Operations Research in the Air Transport Industry," Transportation Science, INFORMS, vol. 37(4), pages 368-391, November.
    36. Cattaneo, Mattia & Malighetti, Paolo & Paleari, Stefano & Redondi, Renato, 2017. "Evolution of the European network and implications for self-connection," Journal of Air Transport Management, Elsevier, vol. 65(C), pages 18-28.
    37. Wang, Chunan & Wang, Xiaoyu, 2019. "Why do airlines prefer multi-hub networks?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 124(C), pages 56-74.
    38. Wardman, Mark & Chintakayala, V. Phani K. & de Jong, Gerard, 2016. "Values of travel time in Europe: Review and meta-analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 93-111.
    39. Marti­n, Juan Carlos & Román, Concepción, 2003. "Hub location in the South-Atlantic airline market: A spatial competition game," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(10), pages 865-888, December.
    40. Manoj Lohatepanont & Cynthia Barnhart, 2004. "Airline Schedule Planning: Integrated Models and Algorithms for Schedule Design and Fleet Assignment," Transportation Science, INFORMS, vol. 38(1), pages 19-32, February.
    41. Richard Klophaus & Frank Fichert, 2019. "From Low-cost Carriers to Network Carriers without Legacy? Evolving Airline Business Models in Europe," Advances in Airline Economics, in: Airline Economics in Europe, volume 8, pages 57-75, Emerald Group Publishing Limited.
    42. Peter P. Belobaba, 1989. "OR Practice—Application of a Probabilistic Decision Model to Airline Seat Inventory Control," Operations Research, INFORMS, vol. 37(2), pages 183-197, April.
    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. Xiaowei Tang & Siyu Ren & Xinyao Ma & Kurt Fuellhart, 2022. "Borrowing Power from Potential Entrants and High-Speed Rail: Entry Pattern of China’s Low-Cost Carrier," Sustainability, MDPI, vol. 14(10), pages 1-16, May.
    2. Morlotti, Chiara & Birolini, Sebastian & Malighetti, Paolo & Redondi, Renato, 2023. "A latent class approach to estimate air travelers’ propensity toward connecting itineraries," Research in Transportation Economics, Elsevier, vol. 99(C).
    3. Nokhaiz Tariq Khan & Javed Aslam & Ateeq Abdul Rauf & Yun Bae Kim, 2022. "The Case of South Korean Airlines-Within-Airlines Model: Helping Full-Service Carriers Challenge Low-Cost Carriers," Sustainability, MDPI, vol. 14(6), pages 1-19, March.
    4. Zou, Li & Reynolds-Feighan, Aisling & Yu, Chunyan, 2022. "Airline seasonality: An explorative analysis of major low-cost carriers in Europe and the United States," Journal of Air Transport Management, Elsevier, vol. 105(C).

    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. Birolini, Sebastian & Jacquillat, Alexandre & Cattaneo, Mattia & Antunes, António Pais, 2021. "Airline Network Planning: Mixed-integer non-convex optimization with demand–supply interactions," Transportation Research Part B: Methodological, Elsevier, vol. 154(C), pages 100-124.
    2. Birolini, Sebastian & Antunes, António Pais & Cattaneo, Mattia & Malighetti, Paolo & Paleari, Stefano, 2021. "Integrated flight scheduling and fleet assignment with improved supply-demand interactions," Transportation Research Part B: Methodological, Elsevier, vol. 149(C), pages 162-180.
    3. Suau-Sanchez, Pere & Voltes-Dorta, Augusto & Rodríguez-Déniz, Héctor, 2016. "Measuring the potential for self-connectivity in global air transport markets: Implications for airports and airlines," Journal of Transport Geography, Elsevier, vol. 57(C), pages 70-82.
    4. Suau-Sanchez, Pere & Voltes-Dorta, Augusto & Rodríguez-Déniz, Héctor, 2017. "An assessment of the potential for self-connectivity at European airports in holiday markets," Tourism Management, Elsevier, vol. 62(C), pages 54-64.
    5. Morlotti, Chiara & Birolini, Sebastian & Malighetti, Paolo & Redondi, Renato, 2023. "A latent class approach to estimate air travelers’ propensity toward connecting itineraries," Research in Transportation Economics, Elsevier, vol. 99(C).
    6. Chiambaretto, Paul & Combe, Emmanuel, 2023. "Business model hybridization but heterogeneous economic performance: Insights from low-cost and legacy carriers in Europe," Transport Policy, Elsevier, vol. 136(C), pages 83-97.
    7. Klophaus, Richard & Yu, Chunyan, 2023. "Short-haul airline services in Europe and North America - A cross-business model and cross-continental analysis," Journal of Air Transport Management, Elsevier, vol. 109(C).
    8. Abdelghany, Ahmed & Abdelghany, Khaled & Azadian, Farshid, 2023. "The airline seat capacity allocation problem: An expected marginal profit approach," Journal of Air Transport Management, Elsevier, vol. 112(C).
    9. Joshan, Saeid & Maertens, Sven, 2020. "Low cost carriers in the Middle East and North Africa (MENA) region: Emergence and barriers to development," Journal of Transport Geography, Elsevier, vol. 87(C).
    10. Kinene, Alan & Granberg, Tobias Andersson & Birolini, Sebastian & Adler, Nicole & Polishchuk, Valentin & Skoglund, Jean-Marie, 2022. "An auction framework for assessing the tendering of subsidised routes in air transportation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 159(C), pages 320-337.
    11. Morlotti, Chiara & Birolini, Sebastian & Cattaneo, Mattia & Redondi, Renato, 2020. "Introducing connecting flights in LCCs' business model: Ryanair's network strategy," Journal of Air Transport Management, Elsevier, vol. 87(C).
    12. Ferrer-Rosell, Berta & Coenders, GermÃ, 2017. "Airline type and tourist expenditure: Are full service and low cost carriers converging or diverging?," Journal of Air Transport Management, Elsevier, vol. 63(C), pages 119-125.
    13. John Francis O’Connell & David Connolly, 2017. "The strategic evolution of Aer Lingus from a full-service airline to a low-cost carrier and finally positioning itself into a value hybrid airline," Tourism Economics, , vol. 23(6), pages 1296-1320, September.
    14. Fageda, Xavier & Suau-Sanchez, Pere & Mason, Keith J., 2015. "The evolving low-cost business model: Network implications of fare bundling and connecting flights in Europe," Journal of Air Transport Management, Elsevier, vol. 42(C), pages 289-296.
    15. Keji Wei & Vikrant Vaze, 2020. "Airline Timetable Development and Fleet Assignment Incorporating Passenger Choice," Transportation Science, INFORMS, vol. 54(1), pages 139-163, January.
    16. Jimenez, Edgar & Suau-Sanchez, Pere, 2020. "Reinterpreting the role of primary and secondary airports in low-cost carrier expansion in Europe," Journal of Transport Geography, Elsevier, vol. 88(C).
    17. Birolini, Sebastian & Cattaneo, Mattia & Malighetti, Paolo & Morlotti, Chiara, 2020. "Integrated origin-based demand modeling for air transportation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    18. Wong, Wai-Hung & Zhang, Anming & Cheung, Tommy King-Yin & Chu, Jeremy, 2019. "Examination of low-cost carriers' development at secondary airports using a comprehensive world airport classification," Journal of Air Transport Management, Elsevier, vol. 78(C), pages 96-105.
    19. Stefano Coniglio & Mathias Sirvent & Martin Weibelzahl, 2021. "Airport capacity extension, fleet investment, and optimal aircraft scheduling in a multilevel market model: quantifying the costs of imperfect markets," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 43(2), pages 367-408, June.
    20. Klophaus, Richard & Merkert, Rico & Lordan, Oriol, 2021. "Mesh network as a competitive advantage for European LCCs: An alternative topology to hub-and-spoke for selling online connections," Transport Policy, Elsevier, vol. 106(C), pages 196-204.

    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:eee:jaitra:v:99:y:2022:i:c:s0969699721001411. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/journal-of-air-transport-management/ .

    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.