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Spatial spillover of transport improvement on tourism growth

Author

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  • Fengjun Tian

    (12460Jiangxi University of Finance and Economics, China)

  • Yang Yang

    (250673Temple University, USA)

  • Lan Jiang

    (3391Florida Gulf Coast University, USA)

Abstract

Transport infrastructure plays an important role in moving tourists to and between destinations. In this study, we investigate the spatial spillover effects of transport improvements on regional tourism growth. Using panel data from 337 Chinese prefecture-level regions from 2007 to 2016, we estimate a spatial Durbin model to understand whether enhancements in road, air, railway, and high-speed rail transport stimulated tourism growth in nearby regions. Our empirical models confirm transport spillover. High-speed rail services generated spillover to nearby regions’ domestic and inbound tourism growth. For domestic tourism, road transport and air transport yielded significant spillover, while only air transport generated significant spillover in tourism revenue from inbound tourism. Findings also highlight the limited geographic scope of high-speed rail spillover and the broader scope of air transport spillover. Lastly, relevant implications are discussed.

Suggested Citation

  • Fengjun Tian & Yang Yang & Lan Jiang, 2022. "Spatial spillover of transport improvement on tourism growth," Tourism Economics, , vol. 28(5), pages 1416-1432, August.
    • Handle: RePEc:sae:toueco:v:28:y:2022:i:5:p:1416-1432
    DOI: 10.1177/1354816620982787
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    as
    1. Lee, Lung-fei & Yu, Jihai, 2010. "Estimation of spatial autoregressive panel data models with fixed effects," Journal of Econometrics, Elsevier, vol. 154(2), pages 165-185, February.
    2. Melo, Patricia C. & Graham, Daniel J. & Brage-Ardao, Ruben, 2013. "The productivity of transport infrastructure investment: A meta-analysis of empirical evidence," Regional Science and Urban Economics, Elsevier, vol. 43(5), pages 695-706.
    3. Laird, James J. & Venables, Anthony J., 2017. "Transport investment and economic performance: A framework for project appraisal," Transport Policy, Elsevier, vol. 56(C), pages 1-11.
    4. James Lesage & Manfred Fischer, 2008. "Spatial Growth Regressions: Model Specification, Estimation and Interpretation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 3(3), pages 275-304.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Banister, David & Thurstain-Goodwin, Mark, 2011. "Quantification of the non-transport benefits resulting from rail investment," Journal of Transport Geography, Elsevier, vol. 19(2), pages 212-223.
    11. 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.
    12. 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.
    13. Zhenhua Chen & Kingsley E. Haynes, 2015. "Impact of high-speed rail on international tourism demand in China," Applied Economics Letters, Taylor & Francis Journals, vol. 22(1), pages 57-60, January.
    14. Konstantinos Drakos & Ali M. Kutan, 2003. "Regional Effects of Terrorism on Tourism in Three Mediterranean Countries," Journal of Conflict Resolution, Peace Science Society (International), vol. 47(5), pages 621-641, October.
    15. 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).
    16. Chung, Jin Young & Whang, Taehee, 2011. "The impact of low cost carriers on Korean Island tourism," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1335-1340.
    17. Sigbjorn Tveteras & Kristin H. Roll, 2014. "Non-Stop Flights and Tourist Arrivals," Tourism Economics, , vol. 20(1), pages 5-20, February.
    18. Bojana Spasojevic & Gui Lohmann & Noel Scott, 2018. "Air transport and tourism – a systematic literature review (2000–2014)," Current Issues in Tourism, Taylor & Francis Journals, vol. 21(9), pages 975-997, June.
    19. Kirsi Mukkala & Hannu Tervo, 2013. "Air Transportation and Regional Growth: Which Way Does the Causality Run?," Environment and Planning A, , vol. 45(6), pages 1508-1520, June.
    20. 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.
    21. 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.
    22. Rokicki, Bartlomiej & Stępniak, Marcin, 2018. "Major transport infrastructure investment and regional economic development – An accessibility-based approach," Journal of Transport Geography, Elsevier, vol. 72(C), pages 36-49.
    23. Zahra Dehghan Shabani & Sima Safaie, 2018. "Do transport infrastructure spillovers matter for economic growth? Evidence on road and railway transport infrastructure in Iranian provinces," Regional Science Policy & Practice, Wiley Blackwell, vol. 10(1), pages 49-63, March.
    24. 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.
    25. Duval, David Timothy & Schiff, Aaron, 2011. "Effect of air services availability on international visitors to New Zealand," Journal of Air Transport Management, Elsevier, vol. 17(3), pages 175-180.
    26. Bieger, Thomas & Wittmer, Andreas, 2006. "Air transport and tourism—Perspectives and challenges for destinations, airlines and governments," Journal of Air Transport Management, Elsevier, vol. 12(1), pages 40-46.
    27. Alfredo Pereira & Jorge Andraz, 2004. "Public highway spending and state spillovers in the USA," Applied Economics Letters, Taylor & Francis Journals, vol. 11(12), pages 785-788.
    28. Shepherd Nyaruwata & Douglas Runyowa, 2017. "Transport Choices and Tourism Destination Competitiveness: The Case of Zimbabwe," Business and Economic Research, Macrothink Institute, vol. 7(2), pages 332-341, December.
    29. Nishaal Gooroochurn & Aoife Hanley, 2005. "Spillover effects in long-haul visitors between two regions," Regional Studies, Taylor & Francis Journals, vol. 39(6), pages 727-738.
    30. Pagliara, Francesca & La Pietra, Andrea & Gomez, Juan & Manuel Vassallo, José, 2015. "High Speed Rail and the tourism market: Evidence from the Madrid case study," Transport Policy, Elsevier, vol. 37(C), pages 187-194.
    31. Mark J. Garmaise & Gabriel Natividad, 2016. "Spillovers in Local Banking Markets," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 5(2), pages 139-165.
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    2. Thao Nguyen-Da & Yi-Min Li & Chi-Lu Peng & Ming-Yuan Cho & Phuong Nguyen-Thanh, 2023. "Tourism Demand Prediction after COVID-19 with Deep Learning Hybrid CNN–LSTM—Case Study of Vietnam and Provinces," Sustainability, MDPI, vol. 15(9), pages 1-22, April.
    3. Huixin Gong & Yaomin Zheng & Jinlian Shi & Jiaxin Wang & Huize Yang & Sinead Praise A. Sibalo & Amani Mwamlima & Jingyu Li & Shuting Xu & Dandan Xu & Xiankai Huang, 2023. "An Examination of the Spatial Spillover Effects of Tourism Transportation on Sustainable Development from a Multiple-Indicator Cross-Perspective," Sustainability, MDPI, vol. 15(5), pages 1-20, March.
    4. Pengxia Shen & Ping Yin & Bingjie Niu, 2023. "Assessing the Combined Effects of Transportation Infrastructure on Regional Tourism Development in China Using a Spatial Econometric Model (GWPR)," Land, MDPI, vol. 12(1), pages 1-18, January.
    5. Boto-García, David & Pérez, Levi, 2023. "The effect of high-speed rail connectivity and accessibility on tourism seasonality," Journal of Transport Geography, Elsevier, vol. 107(C).
    6. Rui Zhang & Yuqin Sun & Jiecao Jiang, 2023. "Factors Influencing the Spatial Spillovers of the Interprovincial Tourism Economy Based on Three-dimensional Distance: Evidence From China," SAGE Open, , vol. 13(3), pages 21582440231, August.

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