IDEAS home Printed from https://ideas.repec.org/a/eee/retrec/v90y2021ics0739885921000160.html
   My bibliography  Save this article

Multilayer networks and route entry into the airline industry: Evidence from the U.S. domestic market

Author

Listed:
  • Gaggero, Alberto A.
  • Piazza, Giovanni

Abstract

In this paper we apply elements of multilayer network theory to the airline industry and study route entry into the U.S. domestic market. We find that airlines tend to follow the market leader and enter a route already served by the incumbent. Moreover, using multilayer network variables, our analysis confirms that entry is more likely when the airline operates other routes at the two endpoints of the target route. On the managerial side, our results may help each airline to foresee and therefore anticipate the competitors' entry move. On the policy side, our approach, based on multilayer network theory, may be adopted by competition authorities to detect possible firm's practices that can result from airlines' network, and, more generally, by national public authorities to understand the centrality of each airline's network in each country.

Suggested Citation

  • Gaggero, Alberto A. & Piazza, Giovanni, 2021. "Multilayer networks and route entry into the airline industry: Evidence from the U.S. domestic market," Research in Transportation Economics, Elsevier, vol. 90(C).
  • Handle: RePEc:eee:retrec:v:90:y:2021:i:c:s0739885921000160
    DOI: 10.1016/j.retrec.2021.101044
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0739885921000160
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.retrec.2021.101044?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. Homsombat, Winai & Lei, Zheng & Fu, Xiaowen, 2014. "Competitive effects of the airlines-within-airlines strategy – Pricing and route entry patterns," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 63(C), pages 1-16.
    2. Detzen, Dominic & Jain, Pankaj K. & Likitapiwat, Tanakorn & Rubin, Rose M., 2012. "The impact of low cost airline entry on competition, network expansion, and stock valuations," Journal of Air Transport Management, Elsevier, vol. 18(1), pages 59-63.
    3. Lordan, Oriol & Sallan, Jose M. & Simo, Pep, 2014. "Study of the topology and robustness of airline route networks from the complex network approach: a survey and research agenda," Journal of Transport Geography, Elsevier, vol. 37(C), pages 112-120.
    4. Martin Dresner & Robert Windle & Yuliang Yao, 2002. "Airport Barriers to Entry in the US," Journal of Transport Economics and Policy, University of Bath, vol. 36(3), pages 389-405, September.
    5. Alberto A. Gaggero & David Bartolini, 2012. "The Determinants of Airline Alliances," Journal of Transport Economics and Policy, University of Bath, vol. 46(3), pages 399-414, September.
    6. Gaggero, Alberto A. & Ogrzewalla, Lukas & Bubalo, Branko, 2019. "Pricing of the long-distance bus service in Europe: The case of Flixbus," Economics of Transportation, Elsevier, vol. 19(C), pages 1-1.
    7. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    8. Roucolle, Chantal & Seregina, Tatiana & Urdanoz, Miguel, 2020. "Measuring the development of airline networks: Comprehensive indicators," Transportation Research Part A: Policy and Practice, Elsevier, vol. 133(C), pages 303-324.
    9. Kim, E Han & Singal, Vijay, 1993. "Mergers and Market Power: Evidence from the Airline Industry," American Economic Review, American Economic Association, vol. 83(3), pages 549-569, June.
    10. Severin Borenstein, 1992. "The Evolution of U.S. Airline Competition," Journal of Economic Perspectives, American Economic Association, vol. 6(2), pages 45-73, Spring.
    11. Brueckner, Jan K. & Czerny, Achim I. & Gaggero, Alberto A., 2021. "Airline mitigation of propagated delays via schedule buffers: Theory and empirics," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 150(C).
    12. Jan K. Brueckner & Nichola J. Dyer & Pablo T. Spiller, 1992. "Fare Determination in Airline Hub-and-Spoke Networks," RAND Journal of Economics, The RAND Corporation, vol. 23(3), pages 309-333, Autumn.
    13. Burghouwt, Guillaume & de Wit, Jaap, 2005. "Temporal configurations of European airline networks," Journal of Air Transport Management, Elsevier, vol. 11(3), pages 185-198.
    14. Bo E. Honoré & Elie Tamer, 2006. "Bounds on Parameters in Panel Dynamic Discrete Choice Models," Econometrica, Econometric Society, vol. 74(3), pages 611-629, May.
    15. Takebayashi, Mikio & Kanafani, Adib, 2005. "Network Competition in Air Transportation Markets: Bi-Level Approach," Research in Transportation Economics, Elsevier, vol. 13(1), pages 101-119, January.
    16. Charles Boguslaski & Harumi Ito & Darin Lee, 2004. "Entry Patterns in the Southwest Airlines Route System," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 25(3), pages 317-350, August.
    17. Gremm, Cornelia, 2018. "The effect of intermodal competition on the pricing behaviour of a railway company: Evidence from the German case," Research in Transportation Economics, Elsevier, vol. 72(C), pages 49-64.
    18. 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.
    19. Chia-Mei Liu, 2009. "Entry Behaviour and Financial Distress: An Empirical Analysis of the US Domestic Airline Industry," Journal of Transport Economics and Policy, University of Bath, vol. 43(2), pages 237-256, May.
    20. Brueckner, Jan K. & Lee, Darin & Singer, Ethan S., 2013. "Airline competition and domestic US airfares: A comprehensivereappraisal," Economics of Transportation, Elsevier, vol. 2(1), pages 1-17.
    21. Berry, Steven T, 1992. "Estimation of a Model of Entry in the Airline Industry," Econometrica, Econometric Society, vol. 60(4), pages 889-917, July.
    22. Brueckner, Jan K. & Spiller, Pablo T., 1991. "Competition and mergers in airline networks," International Journal of Industrial Organization, Elsevier, vol. 9(3), pages 323-342, September.
    23. Alderighi, Marco & Gaggero, Alberto A., 2019. "Flight availability and international tourism flows," Annals of Tourism Research, Elsevier, vol. 79(C).
    24. Alderighi, Marco & Gaggero, Alberto A., 2017. "Fly and trade: Evidence from the Italian manufacturing industry," Economics of Transportation, Elsevier, vol. 9(C), pages 51-60.
    25. Jan K. Brueckner, 2004. "Network Structure and Airline Scheduling," Journal of Industrial Economics, Wiley Blackwell, vol. 52(2), pages 291-312, June.
    26. Pels, Eric, 2008. "Airline network competition: Full-service airlines, low-cost airlines and long-haul markets," Research in Transportation Economics, Elsevier, vol. 24(1), pages 68-74.
    27. Douglas W. Caves & Laurits R. Christensen & Michael W. Tretheway, 1984. "Economies of Density versus Economies of Scale: Why Trunk and Local Service Airline Costs Differ," RAND Journal of Economics, The RAND Corporation, vol. 15(4), pages 471-489, Winter.
    28. Brueckner, Jan K & Spiller, Pablo T, 1994. "Economies of Traffic Density in the Deregulated Airline Industry," Journal of Law and Economics, University of Chicago Press, vol. 37(2), pages 379-415, October.
    29. Tae Hoon Oum & Anming Zhang & Yimin Zhang, 1995. "Airline Network Rivalry," Canadian Journal of Economics, Canadian Economics Association, vol. 28(4a), pages 836-857, November.
    30. Gillen, David, 2005. "The Evolution of Networks with Changes in Industry Structure and Strategy: Connectivity, Hub-and-Spoke and Alliances," Research in Transportation Economics, Elsevier, vol. 13(1), pages 49-73, 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. Oliveira, Bruno F. & Oliveira, Alessandro V.M., 2022. "An empirical analysis of the determinants of network construction for Azul Airlines," Journal of Air Transport Management, Elsevier, vol. 101(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. Anming Zhang & Yimin Zhang & Joseph A. Clougherty, 2011. "Competition and Regulation in Air Transport," Chapters, in: André de Palma & Robin Lindsey & Emile Quinet & Roger Vickerman (ed.), A Handbook of Transport Economics, chapter 35, Edward Elgar Publishing.
    2. Fu, Xiaowen & Jin, Huan & Liu, Shaoxuan & Oum, Tae H. & Yan, Jia, 2019. "Exploring network effects of point-to-point networks: An investigation of the spatial patterns of Southwest Airlines’ network," Transport Policy, Elsevier, vol. 76(C), pages 36-45.
    3. Yetiskul, Emine & Matsushima, Kakuya & Kobayashi, Kiyoshi, 2005. "Airline Network Structure with Thick Market Externality," Research in Transportation Economics, Elsevier, vol. 13(1), pages 143-163, January.
    4. Jia Yan & Xiaowen Fu & Tae Oum, 2008. "Exploring Network Effects of Point-to-Point Networks: An Investigation of the Spatial Entry Patterns of Southwest Airlines," Working Papers 2008-21, School of Economic Sciences, Washington State University.
    5. Clougherty, Joseph A., 2004. "Integrating Industrial Organization and International Business to Explain the Cross-National Domestic Airline Merger Phenomenon," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 19, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
    6. Wang, Xiyan(Jamie), 2016. "1-Hub, 2-hub or fully connected network? A theoretical analysis of the optimality of airline network structure," Economics of Transportation, Elsevier, vol. 5(C), pages 12-23.
    7. Zhang, Anming & Czerny, Achim I., 2012. "Airports and airlines economics and policy: An interpretive review of recent research," Economics of Transportation, Elsevier, vol. 1(1), pages 15-34.
    8. , 2023. "Price Competition and Endogenous Product Choice in Networks: Evidence from the US airline Industry," Working Papers 950, Queen Mary University of London, School of Economics and Finance.
    9. Lin, Ming Hsin & Zhang, Anming, 2016. "Hub congestion pricing: Discriminatory passenger charges," Economics of Transportation, Elsevier, vol. 5(C), pages 37-48.
    10. Gayle, Philip G. & Wu, Chi-Yin, 2013. "A re-examination of incumbents’ response to the threat of entry: Evidence from the airline industry," Economics of Transportation, Elsevier, vol. 2(4), pages 119-130.
    11. Gaggero, Alberto A. & Luttmann, Alexander, 2023. "The determinants of hidden-city ticketing: Competition, hub-and-spoke networks, and advance-purchase requirements," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 173(C).
    12. Rafael Moner Colonques & Ricardo Flores Fillol, 2006. "Strategic Effects Of Airline Alliances," Working Papers. Serie AD 2006-06, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    13. Jiang, Changmin & Zhang, Anming, 2014. "Effects of high-speed rail and airline cooperation under hub airport capacity constraint," Transportation Research Part B: Methodological, Elsevier, vol. 60(C), pages 33-49.
    14. Joseph A. Clougherty & Anming Zhang, 2009. "Domestic rivalry and export performance: theory and evidence from international airline markets," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 42(2), pages 440-468, May.
    15. Jan K. Brueckner, 2004. "Network Structure and Airline Scheduling," Journal of Industrial Economics, Wiley Blackwell, vol. 52(2), pages 291-312, June.
    16. Li, Zhi-Chun & Lam, William H.K. & Wong, S.C. & Fu, Xiaowen, 2010. "Optimal route allocation in a liberalizing airline market," Transportation Research Part B: Methodological, Elsevier, vol. 44(7), pages 886-902, August.
    17. Gil, Ricard & Kim, Myongjin, 2021. "Does competition increase quality? Evidence from the US airline industry," International Journal of Industrial Organization, Elsevier, vol. 77(C).
    18. Kai Hüschelrath & Kathrin Müller, 2014. "Airline Networks, Mergers, and Consumer Welfare," Journal of Transport Economics and Policy, University of Bath, vol. 48(3), pages 385-407, September.
    19. Oliveira, Marcus V.R. & Oliveira, Alessandro V.M., 2018. "What drives effective competition in the airline industry? An empirical model of city-pair market concentration," Transport Policy, Elsevier, vol. 63(C), pages 165-175.
    20. Barla, P., 1999. "Demand Uncertainty and Airline Network Morphology with Strategic Interactions," Papers 99-06, Laval - Recherche en Energie.

    More about this item

    Keywords

    Airline; Entry; Multilayer network theory; Route map; U.S. domestic airline market;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C45 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Neural Networks and Related Topics
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
    • L93 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Air Transportation

    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:eee:retrec:v:90:y:2021:i:c:s0739885921000160. 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.elsevier.com/wps/find/journaldescription.cws_home/620614/description#description .

    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.