IDEAS home Printed from https://ideas.repec.org/a/eee/jaitra/v55y2016icp41-51.html
   My bibliography  Save this article

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

Author

Listed:
  • 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.

Suggested Citation

  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0969699716300205
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jairtraman.2016.04.004?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. 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. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. Richard S.J. Tol, 2006. "The Impact of a Carbon Tax on International Tourism," Papers WP177, Economic and Social Research Institute (ESRI).
    14. Federico Ciliberto & Elie Tamer, 2009. "Market Structure and Multiple Equilibria in Airline Markets," Econometrica, Econometric Society, vol. 77(6), pages 1791-1828, November.
    15. 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.
    16. Peeters, Paul & Dubois, Ghislain, 2010. "Tourism travel under climate change mitigation constraints," Journal of Transport Geography, Elsevier, vol. 18(3), pages 447-457.
    17. 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.
    18. 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.
    19. Windmeijer, Frank, 1995. "A Note on R2 in the Instrumental Variables Model," MPRA Paper 102511, University Library of Munich, Germany.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. Kopsch, Fredrik, 2012. "A demand model for domestic air travel in Sweden," Journal of Air Transport Management, Elsevier, vol. 20(C), pages 46-48.
    31. 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.
    32. 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).
    33. 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.
    34. 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.
    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. Li, Yongling & Wang, Jiaoe & Huang, Jie & Chen, Zhuo, 2022. "Impact of COVID-19 on domestic air transportation in China," Transport Policy, Elsevier, vol. 122(C), pages 95-103.
    2. Yue, Xuanyu & Byrne, Julie, 2024. "Identifying the determinants of carbon emissions of individual airlines around the world," Journal of Air Transport Management, Elsevier, vol. 115(C).
    3. Yu Wang & Kaibo Yuan & Mengyuan Zhu & Shuijin Li, 2023. "A Time-and-Space-Network-Based Green Fleet Planning Model and Its Application for a Hub-and-Spoke Network," Sustainability, MDPI, vol. 15(7), pages 1-26, March.
    4. Isabelle Laplace & Chantal Roucolle & Aliya Ussinova, 2017. "An analysis of the impact of larger aircraft (A-380) on flight frequency," Post-Print hal-02009250, HAL.
    5. Aliya Ussinova & Isabelle Laplace & Chantal Latgé-Roucolle, 2017. "An Analysis of the Impact of Larger Aircraft (A-380) on Flight Frequency," Post-Print hal-01599423, HAL.
    6. Aghaie, Sina & Javadinia, Amir & Mirahmad, Hooman & Janani, Saeed, 2022. "How incumbents’ response strategy impacts rivals’ market exit timing?," Journal of Business Research, Elsevier, vol. 146(C), pages 251-263.
    7. Cherie Lu, 2017. "Is There a Limit to Growth? Comparing the Environmental Cost of an Airport’s Operations with Its Economic Benefit," Economies, MDPI, vol. 5(4), pages 1-13, November.
    8. Alona Pukhova & Ana Tsui Moreno & Carlos Llorca & Wei-Chieh Huang & Rolf Moeckel, 2021. "Agent-Based Simulation of Long-Distance Travel: Strategies to Reduce CO2 Emissions from Passenger Aviation," Urban Planning, Cogitatio Press, vol. 6(2), pages 271-284.
    9. Oesingmann, Katrin, 2022. "The effect of the European Emissions Trading System (EU ETS) on aviation demand: An empirical comparison with the impact of ticket taxes," Energy Policy, Elsevier, vol. 160(C).
    10. Peng Du & Lei Xu & Rou Luo & Mingzhu Hou, 2024. "Competing with Low Cost Carrier in a Sustainable Environment: Airline Ticket Pricing, Carbon Trading, and Market Power Structure," Sustainability, MDPI, vol. 16(2), pages 1-17, January.
    11. Isabelle Laplace & Chantal Roucolle & Aliya Ussinova, 2016. "The Analysis of Impact of Larger Aircraft A-380 on Frequency of Flights," Post-Print hal-01424922, HAL.
    12. Lyu, Chen & Liu, Xiaoman & Wang, Zhen & Yang, Lu & Liu, Hao & Yang, Nan & Xu, Shaodong & Cao, Libin & Zhang, Zhe & Pang, Lingyun & Zhang, Li & Cai, Bofeng, 2023. "An emissions inventory using flight information reveals the long-term changes of aviation CO2 emissions in China," Energy, Elsevier, vol. 262(PB).

    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. Kang, Yicheng & Liao, Sha & Jiang, Changmin & D’Alfonso, Tiziana, 2022. "Synthetic control methods for policy analysis: Evaluating the effect of the European Emission Trading System on aviation supply," Transportation Research Part A: Policy and Practice, Elsevier, vol. 162(C), pages 236-252.
    2. Kaukin, Andrey (Каукин, Андрей), 2018. "Diagnosis of the Growth Model of the Russian Air Transportation Market: Bottlenecks and Directions of Development [Диагностика Модели Роста Российского Рынка Авиаперевозок: Узкие Места И Направлени," Working Papers 061830, Russian Presidential Academy of National Economy and Public Administration.
    3. 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.
    4. Cui, Qiang & Li, Ye, 2017. "Airline efficiency measures under CNG2020 strategy: An application of a Dynamic By-production model," Transportation Research Part A: Policy and Practice, Elsevier, vol. 106(C), pages 130-143.
    5. Cui, Qiang & Wei, Yi-Ming & Li, Ye, 2016. "Exploring the impacts of the EU ETS emission limits on airline performance via the Dynamic Environmental DEA approach," Applied Energy, Elsevier, vol. 183(C), pages 984-994.
    6. Philip G. Gayle & Ying Lin, 2021. "Cost Pass‐Through In Commercial Aviation: Theory And Evidence," Economic Inquiry, Western Economic Association International, vol. 59(2), pages 803-828, April.
    7. Cui, Qiang & Li, Ye & Wei, Yi-Ming, 2017. "Exploring the impacts of EU ETS on the pollution abatement costs of European airlines: An application of Network Environmental Production Function," Transport Policy, Elsevier, vol. 60(C), pages 131-142.
    8. Li, Ye & Wang, Yan-zhang & Cui, Qiang, 2016. "Has airline efficiency affected by the inclusion of aviation into European Union Emission Trading Scheme? Evidences from 22 airlines during 2008–2012," Energy, Elsevier, vol. 96(C), pages 8-22.
    9. D’Alfonso, Tiziana & Jiang, Changmin & Bracaglia, Valentina, 2016. "Air transport and high-speed rail competition: Environmental implications and mitigation strategies," Transportation Research Part A: Policy and Practice, Elsevier, vol. 92(C), pages 261-276.
    10. Sheu, Jiuh-Biing, 2014. "Airline ambidextrous competition under an emissions trading scheme – A reference-dependent behavioral perspective," Transportation Research Part B: Methodological, Elsevier, vol. 60(C), pages 115-145.
    11. Hansen, Mark & Liu, Yi, 2015. "Airline competition and market frequency: A comparison of the s-curve and schedule delay models," Transportation Research Part B: Methodological, Elsevier, vol. 78(C), pages 301-317.
    12. Le Huubinh B. & Yimga Jules, 2019. "Market Power and Marginal Cost Effects in Competing Markets: Evidence from Airline Mergers," Review of Network Economics, De Gruyter, vol. 18(2), pages 63-108, June.
    13. Zakharenko, Roman & Luttmann, Alexander, 2023. "Downsizing the jet: A forecast of economic effects of increased automation in aviation," Transportation Research Part B: Methodological, Elsevier, vol. 170(C), pages 25-47.
    14. Philip G. Gayle & Xin Xie, 2018. "Entry Deterrence And Strategic Alliances," Economic Inquiry, Western Economic Association International, vol. 56(3), pages 1898-1924, July.
    15. Estelle Malavolti & Marion Podesta, 2011. "Inclusion of the aviation sector into the emission trading scheme : an economic analysis," Post-Print hal-01022239, HAL.
    16. Tiziana D'Alfonso & Changmin Jiang & Valentina Bracaglia, 2015. "Air transport and high-speed rail competition: environmental implications and mitigation strategies," DIAG Technical Reports 2015-15, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza".
    17. Jiali Zheng & Han Qiao & Shouyang Wang, 2017. "The Effect of Carbon Tax in Aviation Industry on the Multilateral Simulation Game," Sustainability, MDPI, vol. 9(7), pages 1-24, July.
    18. Scheelhaase, Janina D., 2019. "How to regulate aviation's full climate impact as intended by the EU council from 2020 onwards," Journal of Air Transport Management, Elsevier, vol. 75(C), pages 68-74.
    19. 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.
    20. Oesingmann, Katrin, 2022. "The effect of the European Emissions Trading System (EU ETS) on aviation demand: An empirical comparison with the impact of ticket taxes," Energy Policy, Elsevier, vol. 160(C).

    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:55:y:2016:i:c:p:41-51. 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.