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An Examination of the Spatial Spillover Effects of Tourism Transportation on Sustainable Development from a Multiple-Indicator Cross-Perspective

Author

Listed:
  • Huixin Gong

    (School of International Economics and Management, Beijing Technology and Business University, Beijing 100048, China)

  • Yaomin Zheng

    (School of International Economics and Management, Beijing Technology and Business University, Beijing 100048, China
    Institute for Culture and Tourism Development, Beijing Technology and Business, Beijing 100048, China
    World Heritage and Tourism Monitoring Centre, Beijing Technology and Business University, Beijing 100048, China)

  • Jinlian Shi

    (School of International Economics and Management, Beijing Technology and Business University, Beijing 100048, China
    Institute for Culture and Tourism Development, Beijing Technology and Business, Beijing 100048, China)

  • Jiaxin Wang

    (Institute for Culture and Tourism Development, Beijing Technology and Business, Beijing 100048, China)

  • Huize Yang

    (School of International Economics and Management, Beijing Technology and Business University, Beijing 100048, China)

  • Sinead Praise A. Sibalo

    (School of International Economics and Management, Beijing Technology and Business University, Beijing 100048, China)

  • Amani Mwamlima

    (School of International Economics and Management, Beijing Technology and Business University, Beijing 100048, China)

  • Jingyu Li

    (School of International Economics and Management, Beijing Technology and Business University, Beijing 100048, China)

  • Shuting Xu

    (School of International Economics and Management, Beijing Technology and Business University, Beijing 100048, China)

  • Dandan Xu

    (School of International Economics and Management, Beijing Technology and Business University, Beijing 100048, China)

  • Xiankai Huang

    (School of International Economics and Management, Beijing Technology and Business University, Beijing 100048, China)

Abstract

Tourism is linked to multiple dimensions, such as the economy, society, and environment, and the relationships among its influencing factors are complex, diverse, and overlapping. This study constructed an evaluation index system to measure the degree of coordinated development of tourism, transportation, and the regional economy, then built a tourism-transportation-based Spatial Durbin Model (SDM) regarding the process of the coordinated development of tourism in the Beijing-Tianjin-Hebei region (BTHR) from 2010 to 2020. This paper explains the current status of sustainable tourism development in the BTHR and the impact and spillover effects of transportation on tourism development. The results show that the normalized tourism coordinated development index (NTCDI) of the BTHR increased from 13.61 in 2010 to 18.75 in 2019, then decreased to 14.45 in 2020. The results of SDM show that different transportation modes have different spillover effects on tourism. Specifically, civil aviation transportation has a positive impact and significant spillover on a city’s tourism revenue (TR), while high-speed railway transportation has a negative spillover effect. The model results also show that the degree of openness of the city and city economic development level have significant positive effects and spillover effects on tourism development. Finally, the implications of related variables are discussed, and some suggestions are put forward on tourism development in the BTHR. However, there are some limitations in this study. In the future, international cooperation and data sharing will be strengthened, and multivariate methods such as social network analysis, artificial intelligence, and machine learning will be further integrated to achieve accurate simulation and prediction of the spatial spillover effects of tourism transportation.

Suggested Citation

  • 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.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:5:p:4522-:d:1086390
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    1. Dandan Xu & Xiangliang Li & Shuo Yan & Liying Cui & Xiaokun Liu & Yaomin Zheng, 2024. "A Quantitative Model to Measure the Level of Culture and Tourism Integration Based on a Spatial Perspective: A Case Study of Beijing from 2000 to 2022," Sustainability, MDPI, vol. 16(10), pages 1-21, May.
    2. Ren, Xiaohang & Xiao, Ya & Dong, Kangyin & Wang, Kun, 2025. "Adding fuel to the flames? Spatial convergence effects of railway development on global tourism industry," Transport Policy, Elsevier, vol. 162(C), pages 545-558.
    3. Xiaoyuan Zhang & Xiankai Huang & Jinlian Shi & Yaomin Zheng & Jiahong Wang, 2024. "Connections and Spatial Network Structure of the Tourism Economy in Beijing–Tianjin–Hebei: A Social Network Perspective," Land, MDPI, vol. 13(10), pages 1-20, October.

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