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The impact of carbon emission fees on passenger demand and air fares: A game theoretic approach

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  • Pagoni, Ioanna
  • Psaraki-Kalouptsidi, Voula

Abstract

The implementation of an environmental market-based measure on U.S. aviation industry is studied. Under this policy, each airline pays a carbon fee for the carbon dioxide emissions it generates. The impact on ticket prices and corresponding market shares is investigated via the joint estimation of an air travel demand model and an airlines' behavior model. In the demand model, aggregate air traffic data is used to determine the marginal effects of flight attributes that are specific to itinerary, airline and airport on market share. The airline's behavior model incorporates the carbon fee in the airline marginal cost. After the implementation of the carbon policy, the increased cost forces airlines to adjust ticket prices in order to maximize profits. The results obtained by the proposed model indicate a moderate price increase which strongly depends on the per tonne carbon price. Air travel demand falls from 2.4% to 21% depending on the carbon price level.

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  • Pagoni, Ioanna & Psaraki-Kalouptsidi, Voula, 2016. "The impact of carbon emission fees on passenger demand and air fares: A game theoretic approach," Journal of Air Transport Management, Elsevier, vol. 55(C), pages 41-51.
    • Handle: RePEc:eee:jaitra:v:55:y:2016:i:c:p:41-51
    DOI: 10.1016/j.jairtraman.2016.04.004
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    as
    1. Wenbin Wei & Mark Hansen, 2003. "Cost Economics of Aircraft Size," Journal of Transport Economics and Policy, University of Bath, vol. 37(2), pages 279-296, May.
    2. Severin Borenstein & Nancy L. Rose, 2007. "How Airline Markets Work...Or Do They? Regulatory Reform in the Airline Industry," NBER Working Papers 13452, National Bureau of Economic Research, Inc.
    3. Barbot, Cristina & Betancor, Ofelia & Socorro, M. Pilar & Viecens, M. Fernanda, 2014. "Trade-offs between environmental regulation and market competition: Airlines, emission trading systems and entry deterrence," Transport Policy, Elsevier, vol. 33(C), pages 65-72.
    4. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    5. Pesaran, M Hashem & Smith, Richard J, 1994. "A Generalized R[superscript]2 Criterion for Regression Models Estimated by the Instrumental Variables Method," Econometrica, Econometric Society, vol. 62(3), pages 705-710, May.
    6. Anger, Annela & Köhler, Jonathan, 2010. "Including aviation emissions in the EU ETS: Much ado about nothing? A review," Transport Policy, Elsevier, vol. 17(1), pages 38-46, January.
    7. Federico Ciliberto & Elie Tamer, 2009. "Market Structure and Multiple Equilibria in Airline Markets," Econometrica, Econometric Society, vol. 77(6), pages 1791-1828, November.
    8. Suzuki, Yoshinori, 2000. "The relationship between on-time performance and airline market share: a new approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 36(2), pages 139-154, June.
    9. 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.
    10. Albers, Sascha & Bühne, Jan-André & Peters, Heiko, 2009. "Will the EU-ETS instigate airline network reconfigurations?," Journal of Air Transport Management, Elsevier, vol. 15(1), pages 1-6.
    11. Gugler, Klaus & Yurtoglu, B. Burcin, 2004. "The effects of mergers on company employment in the USA and Europe," International Journal of Industrial Organization, Elsevier, vol. 22(4), pages 481-502, April.
    12. Kopsch, Fredrik, 2012. "A demand model for domestic air travel in Sweden," Journal of Air Transport Management, Elsevier, vol. 20(C), pages 46-48.
    13. Anger, Annela, 2010. "Including aviation in the European emissions trading scheme: Impacts on the industry, CO2 emissions and macroeconomic activity in the EU," Journal of Air Transport Management, Elsevier, vol. 16(2), pages 100-105.
    14. Brueckner, Jan K. & Zhang, Anming, 2010. "Airline emission charges: Effects on airfares, service quality, and aircraft design," Transportation Research Part B: Methodological, Elsevier, vol. 44(8-9), pages 960-971, September.
    15. Miyoshi, Chikage, 2014. "Assessing the equity impact of the European Union Emission Trading Scheme on an African airline," Transport Policy, Elsevier, vol. 33(C), pages 56-64.
    16. Koppelman, Frank S. & Coldren, Gregory M. & Parker, Roger A., 2008. "Schedule delay impacts on air-travel itinerary demand," Transportation Research Part B: Methodological, Elsevier, vol. 42(3), pages 263-273, March.
    17. Steven Berry & Panle Jia, 2010. "Tracing the Woes: An Empirical Analysis of the Airline Industry," American Economic Journal: Microeconomics, American Economic Association, vol. 2(3), pages 1-43, August.
    18. Lu, Cherie, 2009. "The implications of environmental costs on air passenger demand for different airline business models," Journal of Air Transport Management, Elsevier, vol. 15(4), pages 158-165.
    19. Richard S.J. Tol, 2006. "The Impact Of A Carbon Tax On International Tourism," Working Papers FNU-120, Research unit Sustainability and Global Change, Hamburg University, revised Nov 2006.
    20. Gayle Philip G. & Wu Chi-Yin, 2014. "On the Extent to which the Presence of Intermediate-stop(s) Air Travel Products Influences the Pricing of Nonstop Air Travel Products," Review of Network Economics, De Gruyter, vol. 13(3), pages 355-395, September.
    21. Bhadra, Dipasis & Kee, Jacqueline, 2008. "Structure and dynamics of the core US air travel markets: A basic empirical analysis of domestic passenger demand," Journal of Air Transport Management, Elsevier, vol. 14(1), pages 27-39.
    22. Steven T. Berry, 1994. "Estimating Discrete-Choice Models of Product Differentiation," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 242-262, Summer.
    23. Leon, Steve, 2011. "Airport Choice Modeling: Empirical Evidence from a Non‐Hub Airport," Journal of the Transportation Research Forum, Transportation Research Forum, vol. 50(2).
    24. Ioanna Pagoni & Voula Psaraki, 2014. "A tool for calculating aircraft emissions and its application to Greek airspace," Transportation Planning and Technology, Taylor & Francis Journals, vol. 37(2), pages 138-153, March.
    25. Peeters, Paul & Dubois, Ghislain, 2010. "Tourism travel under climate change mitigation constraints," Journal of Transport Geography, Elsevier, vol. 18(3), pages 447-457.
    26. Cynthia Barnhart & Douglas Fearing & Vikrant Vaze, 2014. "Modeling Passenger Travel and Delays in the National Air Transportation System," Operations Research, INFORMS, vol. 62(3), pages 580-601, June.
    27. Gayle, Philip G. & Brown, Dave, 2014. "Airline strategic alliances in overlapping markets: Should policymakers be concerned?," Economics of Transportation, Elsevier, vol. 3(4), pages 243-256.
    28. Malina, Robert & McConnachie, Dominic & Winchester, Niven & Wollersheim, Christoph & Paltsev, Sergey & Waitz, Ian A., 2012. "The impact of the European Union Emissions Trading Scheme on US aviation," Journal of Air Transport Management, Elsevier, vol. 19(C), pages 36-41.
    29. Windmeijer, Frank, 1995. "A Note on R2 in the Instrumental Variables Model," MPRA Paper 102511, University Library of Munich, Germany.
    30. Scheelhaase, Janina D. & Grimme, Wolfgang G., 2007. "Emissions trading for international aviation—an estimation of the economic impact on selected European airlines," Journal of Air Transport Management, Elsevier, vol. 13(5), pages 253-263.
    31. Chi, Junwook & Koo, Won W., 2009. "Carriers' pricing behaviors in the United States airline industry," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(5), pages 710-724, September.
    32. Pentelow, Laurel & Scott, Daniel J., 2011. "Aviation’s inclusion in international climate policy regimes: Implications for the Caribbean tourism industry," Journal of Air Transport Management, Elsevier, vol. 17(3), pages 199-205.
    33. 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.
    34. Derigs, Ulrich & Illing, Stefan, 2013. "Does EU ETS instigate Air Cargo network reconfiguration? A model-based analysis," European Journal of Operational Research, Elsevier, vol. 225(3), pages 518-527.
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