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How does high-speed rail affect tourism development? The case of the Sichuan-Chongqing Economic Circle

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  • Ren, Xiaohang
  • Zeng, Gudian
  • Dong, Kangyin
  • Wang, Kun

Abstract

Using a panel data set of 36 cities in the Sichuan-Chongqing Economic Circle in China from 2011 to 2019, this study adopts a spatial difference-in-differences (SDID) model to analyze the effect of high-speed rail (HSR) on urban tourism development. The results show that HSR operation can significantly promote the development of urban tourism. The spatial autoregressive parameter is 0.3, indicating a positive spatial spillover effect on tourism flows. Our conclusion still holds after a series of robustness tests, including using the PSM-SDID model and placebo test. Second, we find that the impact of HSR on tourism increases by year, peaking in the third year. Third, HSR has a greater impact on cities with less developed road transport and immature tertiary industries. Finally, we confirm the substitution effect between HSR and air transport.

Suggested Citation

  • Ren, Xiaohang & Zeng, Gudian & Dong, Kangyin & Wang, Kun, 2023. "How does high-speed rail affect tourism development? The case of the Sichuan-Chongqing Economic Circle," Transportation Research Part A: Policy and Practice, Elsevier, vol. 169(C).
  • Handle: RePEc:eee:transa:v:169:y:2023:i:c:s0965856423000083
    DOI: 10.1016/j.tra.2023.103588
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    as
    1. Albalate, Daniel & Bel, Germà, 2010. "Tourism and urban public transport: Holding demand pressure under supply constraints," Tourism Management, Elsevier, vol. 31(3), pages 425-433.
    2. Dong, Xiaofang & Zheng, Siqi & Kahn, Matthew E., 2020. "The role of transportation speed in facilitating high skilled teamwork across cities," Journal of Urban Economics, Elsevier, vol. 115(C).
    3. Dobruszkes, Frédéric & Dehon, Catherine & Givoni, Moshe, 2014. "Does European high-speed rail affect the current level of air services? An EU-wide analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 69(C), pages 461-475.
    4. 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.
    5. 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.
    6. Zhang, Ning & Ren, Ran & Zhang, Qiong & Zhang, Tao, 2020. "Air pollution and tourism development: An interplay," Annals of Tourism Research, Elsevier, vol. 85(C).
    7. Li, Jinying & Li, Sisi, 2020. "Energy investment, economic growth and carbon emissions in China—Empirical analysis based on spatial Durbin model," Energy Policy, Elsevier, vol. 140(C).
    8. Zhang, Fangni & Yang, Zhiwei & Jiao, Jingjuan & Liu, Wei & Wu, Wenjie, 2020. "The effects of high-speed rail development on regional equity in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 141(C), pages 180-202.
    9. Wang, Kun & Xia, Wenyi & Zhang, Anming, 2017. "Should China further expand its high-speed rail network? Consider the low-cost carrier factor," Transportation Research Part A: Policy and Practice, Elsevier, vol. 100(C), pages 105-120.
    10. Juan Luis Campa & Francesca Pagliara & María Eugenia López-Lambas & Rosa Arce & Begoña Guirao, 2019. "Impact of High-Speed Rail on Cultural Tourism Development: The Experience of the Spanish Museums and Monuments," Sustainability, MDPI, vol. 11(20), pages 1-22, October.
    11. Chagas, André L.S. & Azzoni, Carlos R. & Almeida, Alexandre N., 2016. "A spatial difference-in-differences analysis of the impact of sugarcane production on respiratory diseases," Regional Science and Urban Economics, Elsevier, vol. 59(C), pages 24-36.
    12. 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.
    13. Yu, Nannan & de Jong, Martin & Storm, Servaas & Mi, Jianing, 2013. "Spatial spillover effects of transport infrastructure: evidence from Chinese regions," Journal of Transport Geography, Elsevier, vol. 28(C), pages 56-66.
    14. Elburz, Zeynep & Nijkamp, Peter & Pels, Eric, 2017. "Public infrastructure and regional growth: Lessons from meta-analysis," Journal of Transport Geography, Elsevier, vol. 58(C), pages 1-8.
    15. Albalate, Daniel & Fageda, Xavier, 2016. "High speed rail and tourism: Empirical evidence from Spain," Transportation Research Part A: Policy and Practice, Elsevier, vol. 85(C), pages 174-185.
    16. Davide Cantoni & Yuyu Chen & David Y. Yang & Noam Yuchtman & Y. Jane Zhang, 2017. "Curriculum and Ideology," Journal of Political Economy, University of Chicago Press, vol. 125(2), pages 338-392.
    17. Cheng, Yung-Hsiang, 2010. "High-speed rail in Taiwan: New experience and issues for future development," Transport Policy, Elsevier, vol. 17(2), pages 51-63, March.
    18. Wang, De-gen & Niu, Yu & Qian, Jia, 2018. "Evolution and optimization of China's urban tourism spatial structure: A high speed rail perspective," Tourism Management, Elsevier, vol. 64(C), pages 218-232.
    19. Nathaniel Baum-Snow & Loren Brandt & J. Vernon Henderson & Matthew A. Turner & Qinghua Zhang, 2017. "Roads, Railroads, and Decentralization of Chinese Cities," The Review of Economics and Statistics, MIT Press, vol. 99(3), pages 435-448, July.
    20. 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.
    21. York Qi Yan & Hanqin Qiu Zhang & Ben Haobin Ye, 2014. "Assessing the Impacts of the High-Speed Train on Tourism Demand in China," Tourism Economics, , vol. 20(1), pages 157-169, February.
    22. Jia, Ruining & Shao, Shuai & Yang, Lili, 2021. "High-speed rail and CO2 emissions in urban China: A spatial difference-in-differences approach," Energy Economics, Elsevier, vol. 99(C).
    23. Joseph Berechman & Dilruba Ozmen & Kaan Ozbay, 2006. "Empirical analysis of transportation investment and economic development at state, county and municipality levels," Transportation, Springer, vol. 33(6), pages 537-551, November.
    24. 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.
    25. Zhang, Anming & Fu, Xiaowen & Yang, Hangjun (Gavin), 2010. "Revenue sharing with multiple airlines and airports," Transportation Research Part B: Methodological, Elsevier, vol. 44(8-9), pages 944-959, September.
    26. Sophie Masson & Romain Petiot, 2009. "Can the High Speed Rail reinforce tourism attractiveness? The case of the High Speed Railway section between Perpignan (France) and Barcelona (Spain)," Post-Print hal-02422659, HAL.
    27. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    28. Zhang, Anming & Hui, Yer Van & Leung, Lawrence, 2004. "Air cargo alliances and competition in passenger markets," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 40(2), pages 83-100, March.
    29. Liu, Shuli & Wan, Yulai & Zhang, Anming, 2020. "Does China’s high-speed rail development lead to regional disparities? A network perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 138(C), pages 299-321.
    30. 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.
    31. Zhang, Anming & Zhang, Yimin, 2002. "A model of air cargo liberalization: passenger vs. all-cargo carriers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 38(3-4), pages 175-191, May.
    32. Yin, Ping & Lin, Zhibin & Prideaux, Bruce, 2019. "The impact of high-speed railway on tourism spatial structures between two adjoining metropolitan cities in China: Beijing and Tianjin," Journal of Transport Geography, Elsevier, vol. 80(C).
    33. Vicente Inglada & GinÊs de Rus, 1997. "Cost-benefit analysis of the high-speed train in Spain," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 31(2), pages 175-188.
    34. Zhang, Anming & Lang, Chunmei & Hui, Y.V. & Leung, Lawrence, 2007. "Intermodal alliance and rivalry of transport chains: The air cargo market," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(3), pages 234-246, May.
    35. Bracaglia, Valentina & D'Alfonso, Tiziana & Nastasi, Alberto & Sheng, Dian & Wan, Yulai & Zhang, Anming, 2020. "High-speed rail networks, capacity investments and social welfare," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 308-323.
    36. Juan Martín & Gustavo Nombela, 2007. "Microeconomic impacts of investments in high speed trains in Spain," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 41(3), pages 715-733, September.
    37. Pablo Altaba & Juan A. García-Esparza, 2021. "A Practical Vision of Heritage Tourism in Low-Population-Density Areas. The Spanish Mediterranean as a Case Study," Sustainability, MDPI, vol. 13(9), pages 1-15, May.
    38. Wang, Chunan & Jiang, Changmin & Zhang, Anming, 2021. "Effects of Airline Entry on High-Speed Rail," Transportation Research Part B: Methodological, Elsevier, vol. 154(C), pages 242-265.
    39. 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.
    40. Inmaculada C. Álvarez-Ayuso & Maria Jesus Delgado-Rodriguez, 2012. "High-capacity Road Networks and Spatial Spillovers in Spanish Regions," Journal of Transport Economics and Policy, University of Bath, vol. 46(2), pages 281-292, May.
    41. Yu, Miao & Fan, Wei, 2018. "Accessibility impact of future high speed rail corridor on the piedmont Atlantic megaregion," Journal of Transport Geography, Elsevier, vol. 73(C), pages 1-12.
    42. Li, Ke & Yuan, Weihong & Li, Jianglong & Ai, Hongshan, 2021. "Effects of time-dependent environmental regulations on air pollution: Evidence from the Changsha-Zhuzhou-Xiangtan region, China," World Development, Elsevier, vol. 138(C).
    43. 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.
    44. Sophie Masson & Romain Petiot, 2009. "Can the high speed rail reinforce tourism attractiveness ? The case of the hagh speed rail between Perpignan (france) and Barcelona (Spain)," Post-Print hal-03062650, HAL.
    45. Li, Pei & Lu, Yi & Wang, Jin, 2016. "Does flattening government improve economic performance? Evidence from China," Journal of Development Economics, Elsevier, vol. 123(C), pages 18-37.
    46. 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.
    47. Zhou, Zhengyi & Zhang, Anming, 2021. "High-speed rail and industrial developments: Evidence from house prices and city-level GDP in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 149(C), pages 98-113.
    48. Davide Cantoni & Yuyu Chen & David Y. Yang & Noam Yuchtman & Y. Jane Zhang, 2017. "Curriculum and Ideology," Journal of Political Economy, University of Chicago Press, vol. 125(2), pages 338-392.
    49. Zhang, Anming & Zhang, Yimin, 2001. "Airport charges, economic growth, and cost recovery," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 37(1), pages 25-33, March.
    50. Lin, Yatang, 2017. "Travel costs and urban specialization patterns: Evidence from China’s high speed railway system," Journal of Urban Economics, Elsevier, vol. 98(C), pages 98-123.
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