IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v12y2023i1p216-d1030210.html
   My bibliography  Save this article

Assessing the Combined Effects of Transportation Infrastructure on Regional Tourism Development in China Using a Spatial Econometric Model (GWPR)

Author

Listed:
  • Pengxia Shen

    (School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China)

  • Ping Yin

    (School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China)

  • Bingjie Niu

    (School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China)

Abstract

Transportation infrastructure plays an important role in tourism, and the spatial econometric model (GWPR) can offer quantitative support for regionalized development policies in transportation infrastructure. Panel data from 30 provinces were collected for a decade before the COVID-19 pandemic. We show that the GWPR model is a superior tool for assessing the combined impact of transportation infrastructure on tourism and its spatial heterogeneity. The effects of transportation infrastructure on tourism have historically been overwhelmingly positive, with the positive effect of high-speed rail expanding over the decade, while the positive effect of air travel contracted. The combined effects of transportation infrastructure vary across space and time. Additionally, the evolution of the effects exhibits spatial heterogeneity. The 30 provinces in this study are categorized into five types, and targeted implementation strategies for transportation infrastructure are formulated.

Suggested Citation

  • 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.
    • Handle: RePEc:gam:jlands:v:12:y:2023:i:1:p:216-:d:1030210
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/12/1/216/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2073-445X/12/1/216/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Dave Donaldson, 2018. "Railroads of the Raj: Estimating the Impact of Transportation Infrastructure," American Economic Review, American Economic Association, vol. 108(4-5), pages 899-934, April.
    2. Mizutani, Jun & Sakai, Hiroki, 2021. "Which is a stronger competitor, High Speed Rail, or Low Cost Carrier, to Full Service Carrier? – Effects of HSR network extension and LCC entry on FSC's airfare in Japan," Journal of Air Transport Management, Elsevier, vol. 90(C).
    3. Takebayashi, Mikio, 2021. "Workability of a multiple-gateway airport system with a high-speed rail network," Transport Policy, Elsevier, vol. 107(C), pages 61-71.
    4. 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.
    5. Chen, Zhenhua & Haynes, Kingsley E., 2015. "Impact of high speed rail on housing values: an observation from the Beijing–Shanghai line," Journal of Transport Geography, Elsevier, vol. 43(C), pages 91-100.
    6. Serena Volo, 2010. "Research Note: Seasonality in Sicilian Tourism Demand – An Exploratory Study," Tourism Economics, , vol. 16(4), pages 1073-1080, December.
    7. Zhenhua Chen, 2019. "Measuring the regional economic impacts of high-speed rail using a dynamic SCGE model: the case of China," European Planning Studies, Taylor & Francis Journals, vol. 27(3), pages 483-512, March.
    8. Huseyin Karamelikli & Ashfak Ahmad Khan & Mohammad Sharif Karimi, 2020. "Is terrorism a real threat to tourism development? Analysis of inbound and domestic tourist arrivals in Turkey," Current Issues in Tourism, Taylor & Francis Journals, vol. 23(17), pages 2165-2181, September.
    9. Fengjun Tian & Yang Yang & Lan Jiang, 2022. "Spatial spillover of transport improvement on tourism growth," Tourism Economics, , vol. 28(5), pages 1416-1432, August.
    10. Hughes, Ryan & MacKenzie, Don, 2016. "Transportation network company wait times in Greater Seattle, and relationship to socioeconomic indicators," Journal of Transport Geography, Elsevier, vol. 56(C), pages 36-44.
    11. Chih-Hao Wang & Na Chen, 2021. "A multi-objective optimization approach to balancing economic efficiency and equity in accessibility to multi-use paths," Transportation, Springer, vol. 48(4), pages 1967-1986, August.
    12. Pagliara, Francesca & Mauriello, Filomena, 2020. "Modelling the impact of High Speed Rail on tourists with Geographically Weighted Poisson Regression," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 780-790.
    13. Avogadro, Nicolò & Cattaneo, Mattia & Paleari, Stefano & Redondi, Renato, 2021. "Replacing short-medium haul intra-European flights with high-speed rail: Impact on CO2 emissions and regional accessibility," Transport Policy, Elsevier, vol. 114(C), pages 25-39.
    14. Manes, Eran & Tchetchik, Anat, 2018. "The role of electronic word of mouth in reducing information asymmetry: An empirical investigation of online hotel booking," Journal of Business Research, Elsevier, vol. 85(C), pages 185-196.
    15. Zhang, Fangni & Graham, Daniel J. & Wong, Mark Siu Chun, 2018. "Quantifying the substitutability and complementarity between high-speed rail and air transport," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 191-215.
    16. Albalate, Daniel & Bel, Germà & Fageda, Xavier, 2015. "Competition and cooperation between high-speed rail and air transportation services in Europe," Journal of Transport Geography, Elsevier, vol. 42(C), pages 166-174.
    17. Anyu Chen & Yueran Li & Kunhui Ye & Tianyi Nie & Rui Liu, 2021. "Does Transport Infrastructure Inequality Matter for Economic Growth? Evidence from China," Land, MDPI, vol. 10(8), pages 1-21, August.
    18. You He & Alex de Sherbinin & Guoqing Shi & Haibin Xia, 2022. "The Economic Spatial Structure Evolution of Urban Agglomeration under the Impact of High-Speed Rail Construction: Is There a Difference between Developed and Developing Regions?," Land, MDPI, vol. 11(9), pages 1-17, September.
    19. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    20. Tang, Xinyi & Wang, Dianhai & Sun, Yilin & Chen, Mengwei & Waygood, E. Owen D., 2020. "Choice behavior of tourism destination and travel mode: A case study of local residents in Hangzhou, China," Journal of Transport Geography, Elsevier, vol. 89(C).
    21. Chen, Zhe & Wang, Zhengli & Jiang, Hai, 2019. "Analyzing the heterogeneous impacts of high-speed rail entry on air travel in China: A hierarchical panel regression approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 127(C), pages 86-98.
    22. Fangqu Niu & Fang Wang, 2022. "Economic Spatial Structure in China: Evidence from Railway Transport Network," Land, MDPI, vol. 11(1), pages 1-17, January.
    23. 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.
    24. 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.
    25. Jan A. Wendt & Vasile Grama & Gabriela Ilieş & Andrey S. Mikhaylov & Sorin G. Borza & Grigore Vasile Herman & Agnieszka Bógdał-Brzezińska, 2021. "Transport Infrastructure and Political Factors as Determinants of Tourism Development in the Cross-Border Region of Bihor and Maramureş. A Comparative Analysis," Sustainability, MDPI, vol. 13(10), pages 1-26, May.
    26. Ling-en Wang & Bing Tian & Viachaslau Filimonau & Zhizhong Ning & Xuechun Yang, 2022. "The impact of the COVID-19 pandemic on revenues of visitor attractions: An exploratory and preliminary study in China," Tourism Economics, , vol. 28(1), pages 153-174, February.
    27. Yu, Danlin & Murakami, Daisuke & Zhang, Yaojun & Wu, Xiwei & Li, Ding & Wang, Xiaoxi & Li, Guangdong, 2020. "Investigating high-speed rail construction's support to county level regional development in China: An eigenvector based spatial filtering panel data analysis," Transportation Research Part B: Methodological, Elsevier, vol. 133(C), pages 21-37.
    28. Chai, Jian & Zhou, Youhong & Zhou, Xiaoyang & Wang, Shouyang & Zhang, Zhe George & Liu, Zenghui, 2018. "Analysis on shock effect of China’s high-speed railway on aviation transport," Transportation Research Part A: Policy and Practice, Elsevier, vol. 108(C), pages 35-44.
    29. Wang, Jiaoe & Huang, Jie & Jing, Yue, 2020. "Competition between high-speed trains and air travel in China: From a spatial to spatiotemporal perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 133(C), pages 62-78.
    30. Shao, Shuai & Tian, Zhihua & Yang, Lili, 2017. "High speed rail and urban service industry agglomeration: Evidence from China's Yangtze River Delta region," Journal of Transport Geography, Elsevier, vol. 64(C), pages 174-183.
    31. Walheer, Barnabé & Zhang, Linjia, 2018. "Profit Luenberger and Malmquist-Luenberger indexes for multi-activity decision making units: the case of the star-rated hotel industry in China," RIEI Working Papers 2018-06, Xi'an Jiaotong-Liverpool University, Research Institute for Economic Integration.
    32. Tang, Jinjun & Gao, Fan & Han, Chunyang & Cen, Xuekai & Li, Zhitao, 2021. "Uncovering the spatially heterogeneous effects of shared mobility on public transit and taxi," Journal of Transport Geography, Elsevier, vol. 95(C).
    33. 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.
    34. Chen, Zhenhua & Zhou, Yulong & Haynes, Kingsley E., 2021. "Change in land use structure in urban China: Does the development of high-speed rail make a difference," Land Use Policy, Elsevier, vol. 111(C).
    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. Elżbieta Szaruga & Elżbieta Załoga & Arkadiusz Drewnowski & Paulina Dąbrosz-Drewnowska, 2023. "Convergence of Energy Intensity of the Export of Goods by Rail Transport: Linkages with the Spatial Integration and Economic Condition of Countries," Energies, MDPI, vol. 16(9), pages 1-24, April.

    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. 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.
    2. 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).
    3. Mohsen Momenitabar & Raj Bridgelall & Zhila Dehdari Ebrahimi & Mohammad Arani, 2021. "Literature Review of Socioeconomic and Environmental Impacts of High-Speed Rail in the World," Sustainability, MDPI, vol. 13(21), pages 1-27, November.
    4. 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.
    5. Yanyan Gao & Yongqing Nan & Shunfeng Song, 2022. "High‐speed rail and city tourism: Evidence from Tencent migration big data on two Chinese golden weeks," Growth and Change, Wiley Blackwell, vol. 53(3), pages 1012-1036, September.
    6. Liu, Jingyang & Yang, Haoran, 2023. "Income allocation and distribution along with high-speed rail development in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 175(C).
    7. Xinshuo Hou, 2019. "High-Speed Railway and City Tourism in China: A Quasi-Experimental Study on HSR Operation," Sustainability, MDPI, vol. 11(6), pages 1-19, March.
    8. Liu, Shuli & Wan, Yulai & Ha, Hun-Koo & Yoshida, Yuichiro & Zhang, Anming, 2019. "Impact of high-speed rail network development on airport traffic and traffic distribution: Evidence from China and Japan," Transportation Research Part A: Policy and Practice, Elsevier, vol. 127(C), pages 115-135.
    9. Huang, Yan & Zong, Huiming, 2020. "The spatial distribution and determinants of China’s high-speed train services," Transportation Research Part A: Policy and Practice, Elsevier, vol. 142(C), pages 56-70.
    10. Avogadro, Nicolò & Cattaneo, Mattia & Paleari, Stefano & Redondi, Renato, 2021. "Replacing short-medium haul intra-European flights with high-speed rail: Impact on CO2 emissions and regional accessibility," Transport Policy, Elsevier, vol. 114(C), pages 25-39.
    11. Wang, Jiaoe & Huang, Jie & Jing, Yue, 2020. "Competition between high-speed trains and air travel in China: From a spatial to spatiotemporal perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 133(C), pages 62-78.
    12. Chen, Zhe & Wang, Zhengli & Jiang, Hai, 2019. "Analyzing the heterogeneous impacts of high-speed rail entry on air travel in China: A hierarchical panel regression approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 127(C), pages 86-98.
    13. Borsati, Mattia & Albalate, Daniel, 2020. "On the modal shift from motorway to high-speed rail: evidence from Italy," Transportation Research Part A: Policy and Practice, Elsevier, vol. 137(C), pages 145-164.
    14. Chen, Zhenhua, 2023. "Socioeconomic Impacts of high-speed rail: A bibliometric analysis," Socio-Economic Planning Sciences, Elsevier, vol. 85(C).
    15. Min Su & Weixin Luan & Zeyang Li & Shulin Wan & Zhenchao Zhang, 2019. "Evolution and Determinants of an Air Transport Network: A Case Study of the Chinese Main Air Transport Network," Sustainability, MDPI, vol. 11(14), pages 1-20, July.
    16. Liu, Liwen & Zhang, Ming, 2018. "High-speed rail impacts on travel times, accessibility, and economic productivity: A benchmarking analysis in city-cluster regions of China," Journal of Transport Geography, Elsevier, vol. 73(C), pages 25-40.
    17. Cascetta, Ennio & Cartenì, Armando & Henke, Ilaria & Pagliara, Francesca, 2020. "Economic growth, transport accessibility and regional equity impacts of high-speed railways in Italy: ten years ex post evaluation and future perspectives," Transportation Research Part A: Policy and Practice, Elsevier, vol. 139(C), pages 412-428.
    18. Mohsen Momenitabar & Zhila Dehdari Ebrahimi & Mohammad Arani, 2020. "A Systematic and Analytical Review of the Socioeconomic and Environmental Impact of the Deployed High-Speed Rail (HSR) Systems on the World," Papers 2003.04452, arXiv.org, revised Mar 2020.
    19. Cheng, Junmei & Chen, Zhenhua, 2021. "Impact of high-speed rail on the operational capacity of conventional rail in China," Transport Policy, Elsevier, vol. 110(C), pages 354-367.
    20. 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).

    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:gam:jlands:v:12:y:2023:i:1:p:216-:d:1030210. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.