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Using synthetic control method to evaluate the effect of a competitor's entry into high-speed rail market

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  • Shtele, Evgeniia
  • Beria, Paolo

Abstract

On-track competition in railway markets has emerged relatively recently as a result of European liberalization. Early-adopter countries such as Austria, Czechia, Sweden, and Italy provide instructive cases for assessing the initial impacts, which include fare reductions, service enhancements and more frequent operations, often accompanied by surging demand.

Suggested Citation

  • Shtele, Evgeniia & Beria, Paolo, 2025. "Using synthetic control method to evaluate the effect of a competitor's entry into high-speed rail market," Research in Transportation Economics, Elsevier, vol. 112(C).
  • Handle: RePEc:eee:retrec:v:112:y:2025:i:c:s0739885925000435
    DOI: 10.1016/j.retrec.2025.101560
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    References listed on IDEAS

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    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. Nash, Chris & Smith, Andrew & Crozet, Yves & Link, Heike & Nilsson, Jan-Eric, 2019. "How to liberalise rail passenger services? Lessons from european experience," Transport Policy, Elsevier, vol. 79(C), pages 11-20.
    3. Grier, Kevin & Maynard, Norman, 2016. "The economic consequences of Hugo Chavez: A synthetic control analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 125(C), pages 1-21.
    4. Andreas Billmeier & Tommaso Nannicini, 2013. "Assessing Economic Liberalization Episodes: A Synthetic Control Approach," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 983-1001, July.
    5. Álvarez-SanJaime, Óscar & Cantos-Sanchez, Pedro & Moner-Colonques, Rafael & Sempere-Monerris, Jose J., 2016. "Rail access charges and internal competition in high speed trains," Transport Policy, Elsevier, vol. 49(C), pages 184-195.
    6. Jiafeng Chen, 2022. "Synthetic Control As Online Linear Regression," Papers 2202.08426, arXiv.org, revised Nov 2022.
    7. Chamon, Marcos & Garcia, Márcio & Souza, Laura, 2017. "FX interventions in Brazil: A synthetic control approach," Journal of International Economics, Elsevier, vol. 108(C), pages 157-168.
    8. Lalive, Rafael & Schmutzler, Armin, 2008. "Exploring the effects of competition for railway markets," International Journal of Industrial Organization, Elsevier, vol. 26(2), pages 443-458, March.
    9. Paolo Beria & Samuel Tolentino & Evgeniia Shtele & Vardhman Lunkar, 2022. "A Difference-In-Difference Approach to Estimate the Price Effect of Market Entry in High-Speed Rail," Competition and Regulation in Network Industries, , vol. 23(3), pages 183-213, September.
    10. Bruno Ferman & Cristine Pinto & Vitor Possebom, 2020. "Cherry Picking with Synthetic Controls," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(2), pages 510-532, March.
    11. Broman, Emanuel & Eliasson, Jonas, 2019. "Welfare effects of open access competition on railway markets," Transportation Research Part A: Policy and Practice, Elsevier, vol. 129(C), pages 72-91.
    12. Wheat, Phill & Smith, Andrew S.J. & Rasmussen, Torris, 2018. "Can competition for and in the market co-exist in terms of delivering cost efficient services? Evidence from open access train operators and their franchised counterparts in Britain," Transportation Research Part A: Policy and Practice, Elsevier, vol. 113(C), pages 114-124.
    13. Cherbonnier Frédéric & Ivaldi Marc & Muller-Vibes Catherine & Van Der Straeten Karine, 2017. "Competition For Versus In the Market of Long-Distance Passenger Rail Services," Review of Network Economics, De Gruyter, vol. 16(2), pages 203-238, June.
    14. Lorenzo Casullo, 2016. "The Efficiency Impact of Open Access Competition in Rail Markets: The Case of Domestic Passenger Services in Europe," International Transport Forum Discussion Papers 2016/07, OECD Publishing.
    15. Vigren, Andreas, 2017. "Competition in Swedish passenger railway: Entry in an open access market and its effect on prices," Economics of Transportation, Elsevier, vol. 11, pages 49-59.
    16. Fumitoshi Mizutani & Andrew Smith & Chris Nash & Shuji Uranishi, 2015. "Comparing the Costs of Vertical Separation, Integration, and Intermediate Organisational Structures in European and East Asian Railways," Journal of Transport Economics and Policy, University of Bath, vol. 49(3), pages 496-515, July.
    17. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2011. "Synth: An R Package for Synthetic Control Methods in Comparative Case Studies," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i13).
    18. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    19. Tomeš, Zdeněk & Jandová, Monika, 2018. "Open access passenger rail services in Central Europe," Research in Transportation Economics, Elsevier, vol. 72(C), pages 74-81.
    20. Firpo Sergio & Possebom Vitor, 2018. "Synthetic Control Method: Inference, Sensitivity Analysis and Confidence Sets," Journal of Causal Inference, De Gruyter, vol. 6(2), pages 1-26, September.
    21. Juan J. Montero & Rodolfo Ramos & Andrea Giuricin, 2016. "Open with Care: The Duopoly Model for the Transition to Competition in Long-Distance Passenger Railway Transportation," Competition and Regulation in Network Industries, , vol. 17(3-4), pages 241-259, December.
    22. Tomeš, Zdeněk & Kvizda, Martin & Nigrin, Tomáš & Seidenglanz, Daniel, 2014. "Competition in the railway passenger market in the Czech Republic," Research in Transportation Economics, Elsevier, vol. 48(C), pages 270-276.
    23. Fageda, Xavier & Sansano, Sergi, 2018. "Factors influencing prices and frequencies in the interurban bus market: Evidence from Europe," Transportation Research Part A: Policy and Practice, Elsevier, vol. 111(C), pages 266-276.
    24. Alberto Abadie & Alexis Diamond & Jens Hainmueller, 2015. "Comparative Politics and the Synthetic Control Method," American Journal of Political Science, John Wiley & Sons, vol. 59(2), pages 495-510, February.
    25. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    26. Bruno Ferman & Cristine Pinto, 2021. "Synthetic controls with imperfect pretreatment fit," Quantitative Economics, Econometric Society, vol. 12(4), pages 1197-1221, November.
    27. Daniel Albalate & Javier Campos & Juan Luis Jiménez, 2023. "Local tourism effects of HSR in small cities: three synthetic control case studies," Current Issues in Tourism, Taylor & Francis Journals, vol. 26(14), pages 2301-2316, July.
    28. Florent Laroche & Ayana Lamatkhanova, 2022. "Effects of open access competition on prices and frequencies on the interurban railway market: evidence from Europe," Post-Print halshs-02930864, HAL.
    29. Angela S. Bergantino & Claudia Capozza & Mauro Capurso, 2018. "Pricing strategies: who leads and who follows in the air and rail passenger markets in Italy," Applied Economics, Taylor & Francis Journals, vol. 50(46), pages 4937-4953, October.
    30. Beria, Paolo & Lunkar, Vardhman & Tolentino, Samuel & Pařil, Vilém & Kvasnička, Michal, 2023. "Long-distance rail in Europe: Comparing the forms of head-on competition across Europe," Research in Transportation Economics, Elsevier, vol. 102(C).
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    Keywords

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    JEL classification:

    • R48 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Government Pricing and Policy
    • L13 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Oligopoly and Other Imperfect Markets
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • L92 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Railroads and Other Surface Transportation

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