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The role of network topology in competition and ticket pricing in air transportation: Evidence from Brazil

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  • Silva, Thiago Christiano
  • Dias, Felipe A.M.
  • dos Reis, Vinicius E.
  • Tabak, Benjamin M.

Abstract

This paper investigates how the structure of the air transportation network affects air ticket prices in Brazil. Airlines serve specific airports in the vast Brazilian territory and, consequently, have unique air transportation network structures. Using more than 40 million airline-specific commercial flights, we extract topological patterns from these networks using complex network measurements. We then propose an economic meaning for these measures in the context of air transportation. Using microeconometric panel-data estimation, we find that the airports’ degree of substitutability (clustering coefficient) and peripheral location (authority score) are associated with lower average airfare prices. In contrast, the convenience of transportation (degree), measured by the number of different cities that an airport serves, and centrality (closeness) are attributes that raise the average price. Air convenience pricing is more pronounced at airports located inland than at capitals. We also look at how the airline-specific network structure affects the well-documented positive relationship between market power and air ticket prices. The relationship between local market power and the ticket price is stronger at airports located in inland municipalities. Our results suggest that public policies encouraging competition at inland airports are crucial for maintaining prices at adequate levels.

Suggested Citation

  • Silva, Thiago Christiano & Dias, Felipe A.M. & dos Reis, Vinicius E. & Tabak, Benjamin M., 2022. "The role of network topology in competition and ticket pricing in air transportation: Evidence from Brazil," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 601(C).
  • Handle: RePEc:eee:phsmap:v:601:y:2022:i:c:s0378437122004125
    DOI: 10.1016/j.physa.2022.127602
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    References listed on IDEAS

    as
    1. Jia, Tao & Qin, Kun & Shan, Jie, 2014. "An exploratory analysis on the evolution of the US airport network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 413(C), pages 266-279.
    2. Chen, Ruowei & Lei, Zheng, 2017. "Airport dominance and airline pricing power: An investigation of hub premiums in the Chinese domestic market," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 509-524.
    3. Tabak, Benjamin M. & Takami, Marcelo & Rocha, Jadson M.C. & Cajueiro, Daniel O. & Souza, Sergio R.S., 2014. "Directed clustering coefficient as a measure of systemic risk in complex banking networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 394(C), pages 211-216.
    4. Kuzubaş, Tolga Umut & Ömercikoğlu, Inci & Saltoğlu, Burak, 2014. "Network centrality measures and systemic risk: An application to the Turkish financial crisis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 405(C), pages 203-215.
    5. Guerra, Solange Maria & Silva, Thiago Christiano & Tabak, Benjamin Miranda & de Souza Penaloza, Rodrigo Andrés & de Castro Miranda, Rodrigo César, 2016. "Systemic risk measures," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 442(C), pages 329-342.
    6. Zhang, Qiong & Yang, Hangjun & Wang, Qiang & Zhang, Anming, 2014. "Market power and its determinants in the Chinese airline industry," Transportation Research Part A: Policy and Practice, Elsevier, vol. 64(C), pages 1-13.
    7. 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).
    8. Ambarish Chandra & Mara Lederman, 2018. "Revisiting the Relationship between Competition and Price Discrimination," American Economic Journal: Microeconomics, American Economic Association, vol. 10(2), pages 190-224, May.
    9. Chung, Hye Min & Kwon, Oh Kyoung & Han, Ok Soon & Kim, Hwa-Joong, 2020. "Evolving network characteristics of the asian international aviation market: A weighted network approach," Transport Policy, Elsevier, vol. 99(C), pages 299-313.
    10. Enrico Bachis & Claudio A. Piga, 2006. "Hub Premium, Airport Dominance and Market Power in the European Airline Industry," Rivista di Politica Economica, SIPI Spa, vol. 96(5), pages 11-54, September.
    11. Silva, Thiago Christiano & Guerra, Solange Maria & Tabak, Benjamin Miranda, 2020. "Fiscal risk and financial fragility," Emerging Markets Review, Elsevier, vol. 45(C).
    12. Morrison, William G., 2004. "Dimensions of predatory pricing in air travel markets," Journal of Air Transport Management, Elsevier, vol. 10(1), pages 87-95.
    13. Malighetti, Paolo & Martini, Gianmaria & Redondi, Renato & Scotti, Davide, 2019. "Air transport networks of global integrators in the more liberalized Asian air cargo industry," Transport Policy, Elsevier, vol. 80(C), pages 12-23.
    14. Huber, Hans, 2009. "Spatial structure and network behaviour of strategic airline groups: A comparison between Europe and the United States," Transport Policy, Elsevier, vol. 16(4), pages 151-162, August.
    15. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    16. 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.
    17. Valido, Jorge & Pilar Socorro, M. & Hernández, Aday & Betancor, Ofelia, 2014. "Air transport subsidies for resident passengers when carriers have market power," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 70(C), pages 388-399.
    18. Ma, Wenliang & Wang, Qiang & Yang, Hangjun & Zhang, Yahua, 2020. "Evaluating the price effects of two airline mergers in China," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 141(C).
    19. Severin Borenstein, 1989. "Hubs and High Fares: Dominance and Market Power in the U.S. Airline Industry," RAND Journal of Economics, The RAND Corporation, vol. 20(3), pages 344-365, Autumn.
    20. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    21. Bombelli, Alessandro & Santos, Bruno F. & Tavasszy, Lóránt, 2020. "Analysis of the air cargo transport network using a complex network theory perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 138(C).
    22. Bagler, Ganesh, 2008. "Analysis of the airport network of India as a complex weighted network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(12), pages 2972-2980.
    23. Tsuyoshi Deguchi & Katsuhide Takahashi & Hideki Takayasu & Misako Takayasu, 2014. "Hubs and Authorities in the World Trade Network Using a Weighted HITS Algorithm," PLOS ONE, Public Library of Science, vol. 9(7), pages 1-16, July.
    24. Lai, Yujie & Hu, Yibo, 2021. "A study of systemic risk of global stock markets under COVID-19 based on complex financial networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 566(C).
    25. Guida, Michele & Maria, Funaro, 2007. "Topology of the Italian airport network: A scale-free small-world network with a fractal structure?," Chaos, Solitons & Fractals, Elsevier, vol. 31(3), pages 527-536.
    26. Thiago Christiano Silva & Iftekhar Hasan & Benjamin Miranda Tabak, 2021. "Financing choice and local economic growth: evidence from Brazil," Journal of Economic Growth, Springer, vol. 26(3), pages 329-357, September.
    27. Evans, William N & Kessides, Ioannis N, 1993. "Localized Market Power in the U.S. Airline Industry," The Review of Economics and Statistics, MIT Press, vol. 75(1), pages 66-75, February.
    28. Thelle, Martin H. & Sonne, Mie la Cour, 2018. "Airport competition in Europe," Journal of Air Transport Management, Elsevier, vol. 67(C), pages 232-240.
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