IDEAS home Printed from https://ideas.repec.org/a/eee/transb/v114y2018icp99-130.html
   My bibliography  Save this article

Effects of train speed on airline demand and price: Theory and empirical evidence from a natural experiment

Author

Listed:
  • Wang, Kun
  • Xia, Wenyi
  • Zhang, Anming
  • Zhang, Qiong

Abstract

This study investigates, both theoretically and empirically, the effects of high-speed rail (HSR) speed on airline traffic and price, taking into account the degree of substitutability between the two services. Our model incorporates two countervailing effects of HSR speed, namely the “travel time” effect and the “safety” effect: while increasing HSR speed reduces HSR travel time, it may bring about a safety concern especially in emerging HSR markets such as China. Our theoretical analysis suggests that HSR speed impact on airline traffic and price depends on the relative dominance of the travel-time and safety effects, and air-HSR substitutability may reinforce the HSR speed effect. Furthermore, HSR speed has a larger impact on airline traffic than on airline price. Our empirical results from a rare natural experiment of HSR speed reduction in China show that HSR speed reduction raises both airline traffic and price, suggesting the dominance of travel-time effect. More importantly, consistent with the theoretical prediction, the HSR speed effect is empirically stronger on short-haul routes where the airline and HSR services are more substitutable.

Suggested Citation

  • Wang, Kun & Xia, Wenyi & Zhang, Anming & Zhang, Qiong, 2018. "Effects of train speed on airline demand and price: Theory and empirical evidence from a natural experiment," Transportation Research Part B: Methodological, Elsevier, vol. 114(C), pages 99-130.
  • Handle: RePEc:eee:transb:v:114:y:2018:i:c:p:99-130
    DOI: 10.1016/j.trb.2018.05.017
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0191261518300687
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.trb.2018.05.017?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. Wan, Yulai & Ha, Hun-Koo & Yoshida, Yuichiro & Zhang, Anming, 2016. "Airlines’ reaction to high-speed rail entries: Empirical study of the Northeast Asian market," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 532-557.
    2. Brander, James A. & Zhang, Anming, 1993. "Dynamic oligopoly behaviour in the airline industry," International Journal of Industrial Organization, Elsevier, vol. 11(3), pages 407-435, September.
    3. Dos Santos Ferreira, Rodolphe & Thisse, Jacques-Francois, 1996. "Horizontal and vertical differentiation: The Launhardt model," International Journal of Industrial Organization, Elsevier, vol. 14(4), pages 485-506, June.
    4. 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.
    5. Brueckner, Jan K. & Proost, Stef, 2010. "Carve-outs under airline antitrust immunity," International Journal of Industrial Organization, Elsevier, vol. 28(6), pages 657-668, November.
    6. 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.
    7. Yang, Hangjun & Zhang, Anming, 2012. "Effects of high-speed rail and air transport competition on prices, profits and welfare," Transportation Research Part B: Methodological, Elsevier, vol. 46(10), pages 1322-1333.
    8. Wang, Kun & Zhang, Anming & Zhang, Yahua, 2018. "Key determinants of airline pricing and air travel demand in China and India: Policy, ownership, and LCC competition," Transport Policy, Elsevier, vol. 63(C), pages 80-89.
    9. Chou, Jui-Sheng & Kim, Changwan & Kuo, Yao-Chen & Ou, Nai-Chi, 2011. "Deploying effective service strategy in the operations stage of high-speed rail," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(4), pages 507-519, July.
    10. Céline Bonnet & Pierre Dubois, 2010. "Inference on vertical contracts between manufacturers and retailers allowing for nonlinear pricing and resale price maintenance," RAND Journal of Economics, RAND Corporation, vol. 41(1), pages 139-164, March.
    11. Yeun-Touh Li & Jan-Dirk Schmöcker, 2017. "Adaptation patterns to high speed rail usage in Taiwan and China," Transportation, Springer, vol. 44(4), pages 807-830, July.
    12. 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.
    13. 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.
    14. Bilotkach, Volodymyr & Gorodnichenko, Yuriy & Talavera, Oleksandr, 2012. "Sensitivity of prices to demand shocks: A natural experiment in the San Francisco Bay Area," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(7), pages 1137-1151.
    15. Zhang, Anming & Zhang, Yimin, 2006. "Rivalry between strategic alliances," International Journal of Industrial Organization, Elsevier, vol. 24(2), pages 287-301, March.
    16. 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.
    17. Ashenfelter, Orley & Card, David, 1985. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 648-660, November.
    18. Xiaowen Fu & Mark Lijesen & Tae H. Oum, 2006. "An Analysis of Airport Pricing and Regulation in the Presence of Competition Between Full Service Airlines and Low Cost Carriers," Journal of Transport Economics and Policy, University of Bath, vol. 40(3), pages 425-447, September.
    19. Mar González-Savignat, 2004. "Competition in Air Transport," Journal of Transport Economics and Policy, University of Bath, vol. 38(1), pages 77-107, January.
    20. Ricardo Flores-Fillol & Rafael Moner-Colonques, 2007. "Strategic Formation of Airline Alliances," Journal of Transport Economics and Policy, University of Bath, vol. 41(3), pages 427-449, September.
    21. Fu, Xiaowen & Lei, Zheng & Wang, Kun & Yan, Jia, 2015. "Low cost carrier competition and route entry in an emerging but regulated aviation market – The case of China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 79(C), pages 3-16.
    22. Zhang, Anming & Zhang, Yimin, 2010. "Airport capacity and congestion pricing with both aeronautical and commercial operations," Transportation Research Part B: Methodological, Elsevier, vol. 44(3), pages 404-413, March.
    23. Park, Jong-Hun, 1997. "The effects of airline alliances on markets and economic welfare," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 33(3), pages 181-195, September.
    24. James A. Brander & Anming Zhang, 1990. "Market Conduct in the Airline Industry: An Empirical Investigation," RAND Journal of Economics, The RAND Corporation, vol. 21(4), pages 567-583, Winter.
    25. Dobruszkes, Frédéric, 2011. "High-speed rail and air transport competition in Western Europe: A supply-oriented perspective," Transport Policy, Elsevier, vol. 18(6), pages 870-879, November.
    26. Xia, Wenyi & Zhang, Anming, 2016. "High-speed rail and air transport competition and cooperation: A vertical differentiation approach," Transportation Research Part B: Methodological, Elsevier, vol. 94(C), pages 456-481.
    27. 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.
    28. Xia, Wenyi & Zhang, Anming, 2017. "Air and high-speed rail transport integration on profits and welfare: Effects of air-rail connecting time," Journal of Air Transport Management, Elsevier, vol. 65(C), pages 181-190.
    29. Adler, Nicole & Pels, Eric & Nash, Chris, 2010. "High-speed rail and air transport competition: Game engineering as tool for cost-benefit analysis," Transportation Research Part B: Methodological, Elsevier, vol. 44(7), pages 812-833, August.
    30. 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.
    31. Clark, Derek J. & Jørgensen, Finn & Mathisen, Terje Andreas, 2011. "Relationships between fares, trip length and market competition," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(7), pages 611-624, August.
    32. Youdi Schipper & Piet Rietveld & Peter Nijkamp, 2002. "European Airline Reform: An Empirical Welfare Analysis," Journal of Transport Economics and Policy, University of Bath, vol. 36(2), pages 189-209, May.
    33. Bulow, Jeremy I & Geanakoplos, John D & Klemperer, Paul D, 1985. "Multimarket Oligopoly: Strategic Substitutes and Complements," Journal of Political Economy, University of Chicago Press, vol. 93(3), pages 488-511, June.
    34. Basso, Leonardo J. & Zhang, Anming, 2007. "Congestible facility rivalry in vertical structures," Journal of Urban Economics, Elsevier, vol. 61(2), pages 218-237, March.
    35. Jiang, Changmin & Zhang, Anming, 2016. "Airline network choice and market coverage under high-speed rail competition," Transportation Research Part A: Policy and Practice, Elsevier, vol. 92(C), pages 248-260.
    36. Milan Janic, 2003. "Multicriteria Evaluation of High-speed Rail, Transrapid Maglev and Air Passenger Transport in Europe," Transportation Planning and Technology, Taylor & Francis Journals, vol. 26(6), pages 491-512, December.
    37. Chen, Zhenhua, 2017. "Impacts of high-speed rail on domestic air transportation in China," Journal of Transport Geography, Elsevier, vol. 62(C), pages 184-196.
    38. Zhang, Anming & Zhang, Yimin, 2006. "Airport capacity and congestion when carriers have market power," Journal of Urban Economics, Elsevier, vol. 60(2), pages 229-247, September.
    39. Zhang, Qiong & Yang, Hangjun & Wang, Qiang, 2017. "Impact of high-speed rail on China’s Big Three airlines," Transportation Research Part A: Policy and Practice, Elsevier, vol. 98(C), pages 77-85.
    40. Ito, Harumi & Lee, Darin, 2005. "Assessing the impact of the September 11 terrorist attacks on U.S. airline demand," Journal of Economics and Business, Elsevier, vol. 57(1), pages 75-95.
    41. Oum, Tae Hoon & Fu, Xiaowen, 2007. "Air transport security user charge pricing: An investigation of flat per-passenger charge vs. Ad Valorem user charge schemes," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(3), pages 283-293, May.
    42. Nirvikar Singh & Xavier Vives, 1984. "Price and Quantity Competition in a Differentiated Duopoly," RAND Journal of Economics, The RAND Corporation, vol. 15(4), pages 546-554, Winter.
    43. Lin, Ming Hsin & Zhang, Yimin, 2017. "Hub-airport congestion pricing and capacity investment," Transportation Research Part B: Methodological, Elsevier, vol. 101(C), pages 89-106.
    44. Socorro, M. Pilar & Viecens, M. Fernanda, 2013. "The effects of airline and high speed train integration," Transportation Research Part A: Policy and Practice, Elsevier, vol. 49(C), pages 160-177.
    45. Yun Wang & Xuedong Yan & Yu Zhou & Qingwan Xue, 2017. "Influencing Mechanism of Potential Factors on Passengers’ Long-Distance Travel Mode Choices Based on Structural Equation Modeling," Sustainability, MDPI, vol. 9(11), pages 1-22, October.
    46. Frédéric Dobruszkes, 2011. "High-speed rail and air transport competition in Western Europe: A supply-oriented perspective," ULB Institutional Repository 2013/96164, ULB -- Universite Libre de Bruxelles.
    47. Dixit, Avinash K, 1986. "Comparative Statics for Oligopoly," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 27(1), pages 107-122, February.
    48. Lijesen, Mark & Behrens, Christiaan, 2017. "The spatial scope of airline competition," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 99(C), pages 1-13.
    49. Derek J. Clark & Finn Jørgensen & Pål A. Pedersen, 2009. "Strategic Interactions between Transport Operators with Several Goals," Journal of Transport Economics and Policy, University of Bath, vol. 43(3), pages 385-403, September.
    50. Neven, D. & Thisse, J-F., 1989. "On Quality And Variety Competition," LIDAM Discussion Papers CORE 1989020, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    51. Basso, Leonardo J., 2008. "Airport deregulation: Effects on pricing and capacity," International Journal of Industrial Organization, Elsevier, vol. 26(4), pages 1015-1031, July.
    52. Socorro, M. Pilar & Betancor, Ofelia, 2010. "The welfare effects of the allocation of airlines to different terminals," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(2), pages 236-248, March.
    53. D’Alfonso, Tiziana & Jiang, Changmin & Bracaglia, Valentina, 2015. "Would competition between air transport and high-speed rail benefit environment and social welfare?," Transportation Research Part B: Methodological, Elsevier, vol. 74(C), pages 118-137.
    54. Banister, David, 2011. "The trilogy of distance, speed and time," Journal of Transport Geography, Elsevier, vol. 19(4), pages 950-959.
    55. Behrens, Christiaan & Pels, Eric, 2012. "Intermodal competition in the London–Paris passenger market: High-Speed Rail and air transport," Journal of Urban Economics, Elsevier, vol. 71(3), pages 278-288.
    56. Givoni, Moshe & Banister, David, 2012. "Speed: the less important element of the High-Speed Train," Journal of Transport Geography, Elsevier, vol. 22(C), pages 306-307.
    57. Capozza, Claudia, 2016. "The effect of rail travel time on airline fares: First evidence from the Italian passenger market," Economics of Transportation, Elsevier, vol. 6(C), pages 18-24.
    58. Douglas Rivers & Quang Vuong, 2002. "Model selection tests for nonlinear dynamic models," Econometrics Journal, Royal Economic Society, vol. 5(1), pages 1-39, June.
    59. Bilotkach, Volodymyr, 2007. "Complementary versus semi-complementary airline partnerships," Transportation Research Part B: Methodological, Elsevier, vol. 41(4), pages 381-393, May.
    Full references (including those not matched with items on IDEAS)

    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. Jiang, Changmin & D'Alfonso, Tiziana & Wan, Yulai, 2017. "Air-rail cooperation: Partnership level, market structure and welfare implications," Transportation Research Part B: Methodological, Elsevier, vol. 104(C), pages 461-482.
    2. Zhang, Anming & Wan, Yulai & Yang, Hangjun, 2019. "Impacts of high-speed rail on airlines, airports and regional economies: A survey of recent research," Transport Policy, Elsevier, vol. 81(C), pages 1-19.
    3. Xia, Wenyi & Zhang, Anming, 2016. "High-speed rail and air transport competition and cooperation: A vertical differentiation approach," Transportation Research Part B: Methodological, Elsevier, vol. 94(C), pages 456-481.
    4. Wang, Wei & Sun, Huijun & Wu, Jianjun, 2020. "How does the decision of high-speed rail operator affect social welfare? Considering competition between high-speed rail and air transport," Transport Policy, Elsevier, vol. 88(C), pages 1-15.
    5. D’Alfonso, Tiziana & Jiang, Changmin & Bracaglia, Valentina, 2015. "Would competition between air transport and high-speed rail benefit environment and social welfare?," Transportation Research Part B: Methodological, Elsevier, vol. 74(C), pages 118-137.
    6. 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.
    7. Su, Min & Luan, Weixin & Fu, Xiaowen & Yang, Zaili & Zhang, Rui, 2020. "The competition effects of low-cost carriers and high-speed rail on the Chinese aviation market," Transport Policy, Elsevier, vol. 95(C), pages 37-46.
    8. Li, Zhi-Chun & Tu, Ningwen & Fu, Xiaowen & Sheng, Dian, 2022. "Modeling the effects of airline and high-speed rail cooperation on multi-airport systems: The implications on congestion, competition and social welfare," Transportation Research Part B: Methodological, Elsevier, vol. 155(C), pages 448-478.
    9. Jiang, Mei & Jiang, Changmin & Xiao, Yi-bin & Wang, Chunan, 2021. "Air-HSR cooperation: Impacts on service frequency and environment," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 150(C).
    10. 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".
    11. Álvarez-SanJaime, Óscar & Cantos-Sanchez, Pedro & Moner-Colonques, Rafael & Sempere-Monerris, Jose J., 2020. "Pricing and infrastructure fees in shaping cooperation in a model of high-speed rail and airline competition," Transportation Research Part B: Methodological, Elsevier, vol. 140(C), pages 22-41.
    12. Xia, Wenyi & Jiang, Changmin & Wang, Kun & Zhang, Anming, 2019. "Air-rail revenue sharing in a multi-airport system: Effects on traffic and social welfare," Transportation Research Part B: Methodological, Elsevier, vol. 121(C), pages 304-319.
    13. Zhu, Feng & Wu, Xu & Cao, Chengxuan, 2021. "High-speed rail and air transport competition under high flight delay conditions in China: A case study of the Beijing-Shanghai corridor," Utilities Policy, Elsevier, vol. 71(C).
    14. 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.
    15. Avenali, Alessandro & Bracaglia, Valentina & D'Alfonso, Tiziana & Reverberi, Pierfrancesco, 2018. "Strategic formation and welfare effects of airline-high speed rail agreements," Transportation Research Part B: Methodological, Elsevier, vol. 117(PA), pages 393-411.
    16. Asep Yayat Nurhidayat & Hera Widyastuti & Sutikno & Dwi Phalita Upahita, 2023. "Research on Passengers’ Preferences and Impact of High-Speed Rail on Air Transport Demand," Sustainability, MDPI, vol. 15(4), pages 1-26, February.
    17. Yang, Hangjun & Ma, Wenliang & Wang, Qiang & Wang, Kun & Zhang, Yahua, 2020. "Welfare implications for air passengers in China in the era of high-speed rail," Transport Policy, Elsevier, vol. 95(C), pages 1-13.
    18. Su, Min & Luan, Weixin & Sun, Tianyao, 2019. "Effect of high-speed rail competition on airlines’ intertemporal price strategies," Journal of Air Transport Management, Elsevier, vol. 80(C), pages 1-1.
    19. Jiang, Changmin & Wang, Chunan, 2021. "High-speed rail pricing: Implications for social welfare," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 155(C).
    20. Wang, Yixiao & Sun, Luoyi & Teunter, Ruud H. & Wu, Jianhong & Hua, Guowei, 2020. "Effects of introducing low-cost high-speed rail on air-rail competition: Modelling and numerical analysis for Paris-Marseille," Transport Policy, Elsevier, vol. 99(C), pages 145-162.

    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:transb:v:114:y:2018:i:c:p:99-130. 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/548/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.