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Profitability change in the global airline industry

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  • Scotti, Davide
  • Volta, Nicola

Abstract

This paper studies airline profitability change computed through a Bayesian estimation of a cost function. The stochastic frontier is applied to a dataset including the largest worldwide airlines in the period 1983–2010. We show that productivity change is mainly driven by technical change becoming continuously positive from early 1990s. Furthermore, in the last decade profitability change is mainly driven by input price change which exhibits a similar pattern to output price change. In presence of productivity growth, the output price increase is lower than the input price increase suggesting that part of productivity gains are transferred from airlines to consumers.

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  • Scotti, Davide & Volta, Nicola, 2017. "Profitability change in the global airline industry," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 102(C), pages 1-12.
    • Handle: RePEc:eee:transe:v:102:y:2017:i:c:p:1-12
    DOI: 10.1016/j.tre.2017.03.009
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    1. Windle, Robert J. & Dresner, Martin E., 1992. "Partial productivity measures and total factor productivity in the air transport industry: Limitations and uses," Transportation Research Part A: Policy and Practice, Elsevier, vol. 26(6), pages 435-445, November.
    2. Almas Heshmati & Jungsuk Kim, 2016. "Efficiency and Competitiveness of International Airlines," Springer Books, Springer, number 978-981-10-1017-0, June.
    3. Terrell, Dek, 1996. "Incorporating Monotonicity and Concavity Conditions in Flexible Functional Forms," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(2), pages 179-194, March-Apr.
    4. Severin Borenstein, 2011. "Why Can't US Airlines Make Money?," American Economic Review, American Economic Association, vol. 101(3), pages 233-237, May.
    5. Rafael Cuesta, 2000. "A Production Model With Firm-Specific Temporal Variation in Technical Inefficiency: With Application to Spanish Dairy Farms," Journal of Productivity Analysis, Springer, vol. 13(2), pages 139-158, March.
    6. Oum, Tae Hoon & Yu, Chunyan, 1998. "Cost competitiveness of major airlines: an international comparison," Transportation Research Part A: Policy and Practice, Elsevier, vol. 32(6), pages 407-422, August.
    7. Zou, Bo & Hansen, Mark, 2012. "Impact of operational performance on air carrier cost structure: Evidence from US airlines," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(5), pages 1032-1048.
    8. Jim Griffin & Mark Steel, 2007. "Bayesian stochastic frontier analysis using WinBUGS," Journal of Productivity Analysis, Springer, vol. 27(3), pages 163-176, June.
    9. van den Broeck, Julien & Koop, Gary & Osiewalski, Jacek & Steel, Mark F. J., 1994. "Stochastic frontier models : A Bayesian perspective," Journal of Econometrics, Elsevier, vol. 61(2), pages 273-303, April.
    10. Brueckner, Jan K., 2001. "The economics of international codesharing: an analysis of airline alliances," International Journal of Industrial Organization, Elsevier, vol. 19(10), pages 1475-1498, December.
    11. Dennis, Nigel, 2007. "End of the free lunch? The responses of traditional European airlines to the low-cost carrier threat," Journal of Air Transport Management, Elsevier, vol. 13(5), pages 311-321.
    12. Good, David H. & Roller, Lars-Hendrik & Sickles, Robin C., 1995. "Airline efficiency differences between Europe and the US: Implications for the pace of EC integration and domestic regulation," European Journal of Operational Research, Elsevier, vol. 80(3), pages 508-518, February.
    13. Button, Kenneth, 2005. "How Stable are Scheduled Air Transport Markets," Research in Transportation Economics, Elsevier, vol. 13(1), pages 27-48, January.
    14. Chunyan Yu, 2016. "Airline Productivity and Efficiency: Concept, Measurement, and Applications," Advances in Airline Economics, in: Airline Efficiency, volume 5, pages 11-53, Emerald Group Publishing Limited.
    15. Kumbhakar,Subal C. & Wang,Hung-Jen & Horncastle,Alan P., 2015. "A Practitioner's Guide to Stochastic Frontier Analysis Using Stata," Cambridge Books, Cambridge University Press, number 9781107609464, January.
    16. Ryan, David L. & Wales, Terence J., 2000. "Imposing local concavity in the translog and generalized Leontief cost functions," Economics Letters, Elsevier, vol. 67(3), pages 253-260, June.
    17. Oum, Tae Hoon & Yu, Chunyan, 1995. "A productivity comparison of the world's major airlines," Journal of Air Transport Management, Elsevier, vol. 2(3), pages 181-195.
    18. Cynthia Barnhart & Amr Farahat & Manoj Lohatepanont, 2009. "Airline Fleet Assignment with Enhanced Revenue Modeling," Operations Research, INFORMS, vol. 57(1), pages 231-244, February.
    19. Bitzan, John & Peoples, James, 2014. "U.S. air carriers and work-rule constraints – Do airlines employ an allocatively efficient mix of inputs?," Research in Transportation Economics, Elsevier, vol. 45(C), pages 9-17.
    20. Button, Kenneth & McDougall, Glen, 2006. "Institutional and structure changes in air navigation service-providing organizations," Journal of Air Transport Management, Elsevier, vol. 12(5), pages 236-252.
    21. Franke, Markus, 2004. "Competition between network carriers and low-cost carriers—retreat battle or breakthrough to a new level of efficiency?," Journal of Air Transport Management, Elsevier, vol. 10(1), pages 15-21.
    22. Kumbhakar, Subal C., 1990. "Production frontiers, panel data, and time-varying technical inefficiency," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 201-211.
    23. Lim, Siew Hoon & Hong, Yongtao, 2014. "Fuel hedging and airline operating costs," Journal of Air Transport Management, Elsevier, vol. 36(C), pages 33-40.
    24. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "Multilateral Comparisons of Output, Input, and Productivity Using Superlative Index Numbers," Economic Journal, Royal Economic Society, vol. 92(365), pages 73-86, March.
    25. Kumbhakar, Subal C, 1992. "Allocative Distortions, Technical Progress, and Input Demand in U.S. Airlines: 1970-1984," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 33(3), pages 723-737, August.
    26. Chew Chua & Hsein Kew & Jongsay Yong, 2005. "Airline Code-share Alliances and Costs: Imposing Concavity on Translog Cost Function Estimation," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 26(4), pages 461-487, June.
    27. 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.
    28. Peter Morrell & William Swan, 2006. "Airline Jet Fuel Hedging: Theory and Practice," Transport Reviews, Taylor & Francis Journals, vol. 26(6), pages 713-730, March.
    29. 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.
    30. Koopmans, Carl & Lieshout, Rogier, 2016. "Airline cost changes: To what extent are they passed through to the passenger?," Journal of Air Transport Management, Elsevier, vol. 53(C), pages 1-11.
    31. 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.
    32. Jara-Díaz, Sergio R. & Cortés, Cristián E. & Morales, Gabriela A., 2013. "Explaining changes and trends in the airline industry: Economies of density, multiproduct scale, and spatial scope," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 60(C), pages 13-26.
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