IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i13p5339-d1420567.html
   My bibliography  Save this article

Research on the Spatial-Temporal Evolution and Driving Mechanism of Coupling Coordination among Digital-Tourism-Environment in the Yellow River Basin

Author

Listed:
  • Hang Song

    (School of Economics and Management, Northwest University, Xi’an 710127, China)

  • Xincheng Zhang

    (School of Culture Tourism and Journalism Arts, Shanxi University of Finance and Economics, Taiyuan 031302, China)

  • Xinyang Wu

    (School of Culture Tourism and Journalism Arts, Shanxi University of Finance and Economics, Taiyuan 031302, China)

Abstract

The digital economy, the tourism industry, and ecological protection are closely related, which holds paramount significance for regional sustainable development. Based on panel data from 2011 to 2021 in the Yellow River Basin, the study scrutinizes the spatial and temporal variances and driving factors of the three-system coupling coordination degree. The results indicate that: (1) The development level of the three systems is significantly different. The coupling coordination degree shifts from imminent imbalance to marginal coordination, but there is a noticeable expansion in spatial disparities. (2) The coupling coordination degree of non-resource cities significantly surpasses that of resource cities, and regenerative cities outperform growing, mature, and declining cities. The overall pattern of the provincial capital cities “center-periphery”, decreased the coordination characteristics. The spatial correlation of coupling coordination degree presents two aggregation patterns of “high-high” and “low-low”, and the overall correlation gradually weakens. (3) The driving factors reveal that the economic driving force is the largest, followed by the internal driving force, and the government regulatory force and scientific and technological driving force are relatively weak. Consequently, this paper proposes to strengthen the integration and penetration function of the digital economy and have it play the linkage role between regions. This lays down a solid foundation for crafting scientifically informed policies aimed at achieving regional sustainable development.

Suggested Citation

  • Hang Song & Xincheng Zhang & Xinyang Wu, 2024. "Research on the Spatial-Temporal Evolution and Driving Mechanism of Coupling Coordination among Digital-Tourism-Environment in the Yellow River Basin," Sustainability, MDPI, vol. 16(13), pages 1-25, June.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:13:p:5339-:d:1420567
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/13/5339/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/16/13/5339/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Daxin Dong & Xiaowei Xu & Yat Fung Wong, 2019. "Estimating the Impact of Air Pollution on Inbound Tourism in China: An Analysis Based on Regression Discontinuity Design," Sustainability, MDPI, vol. 11(6), pages 1-18, March.
    2. Zhongwu Zhang & Jian Gong & Huiqiang Ma & Jinyuan Zhang, 2023. "The Spatial and Temporal Evolution and Influencing Factors of the Coupling and Coordinated Development of Basic Public Services, Urbanization, and Tourism in China," Sustainability, MDPI, vol. 15(15), pages 1-19, July.
    3. Natalia Porto & Matías Ciaschi, 2021. "Reformulating the tourism-extended environmental Kuznets curve: A quantile regression analysis under environmental legal conditions," Tourism Economics, , vol. 27(5), pages 991-1014, August.
    4. Zhe Zhang & Jianxiong Qin & Li Luo & Yaxin Feng, 2022. "Research on the Evaluation of Coordinated Development of Tourism–Economy–Ecological Environment along the Silk Road Economic Belt," Sustainability, MDPI, vol. 14(21), pages 1-26, October.
    5. Tonino Pencarelli, 2020. "The digital revolution in the travel and tourism industry," Information Technology & Tourism, Springer, vol. 22(3), pages 455-476, September.
    Full references (including those not matched with items on IDEAS)

    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. Hou, Mengyang & Cui, Xuehua & Chu, Liqi & Wang, He & Xi, Zenglei & Deng, Yuanjie, 2024. "Nonlinear effects of environmental regulation on PM2.5 and CO2 in China: Evidence from a quantile-on-quantile approach," Energy, Elsevier, vol. 292(C).
    2. Suharyono Suharyono & Kumba Digdowiseiso, 2021. "The Effects of Environmental Quality on Indonesia s Inbound Tourism," International Journal of Energy Economics and Policy, Econjournals, vol. 11(1), pages 9-14.
    3. Aleksandra Łapko & Aleksander Panasiuk & Roma Strulak-Wójcikiewicz & Marek Landowski, 2020. "The State of Air Pollution as a Factor Determining the Assessment of a City’s Tourist Attractiveness—Based on the Opinions of Polish Respondents," Sustainability, MDPI, vol. 12(4), pages 1-21, February.
    4. IokTeng Esther Kou, 2023. "“Technology Advances and Innovation in Wine Tourism: New Managerial Approaches and Cases”," Information Technology & Tourism, Springer, vol. 25(3), pages 477-479, September.
    5. Yu, Xiaohong & Xu, Haiyan & Lou, Wengao & Xu, Xun & Shi, Victor, 2023. "Examining energy eco-efficiency in China's logistics industry," International Journal of Production Economics, Elsevier, vol. 258(C).
    6. Rocío González-Sánchez & Sara Alonso-Muñoz & María-Sonia Medina-Salgado & María Torrejón-Ramos, 2023. "Driving circular tourism pathways in the post-pandemic period: a research roadmap," Service Business, Springer;Pan-Pacific Business Association, vol. 17(3), pages 633-668, September.
    7. Beata Bieszk-Stolorz & Krzysztof Dmytrów, 2021. "Impact of Changes to Procedures on the Evaluation of the Effectiveness of Forms of Professional Activation in Poland," Economies, MDPI, vol. 9(2), pages 1-18, June.
    8. Ernesto D. R. Santibanez Gonzalez & Vinay Kandpal & Marcio Machado & Mauro Luiz Martens & Sushobhan Majumdar, 2023. "A Bibliometric Analysis of Circular Economies through Sustainable Smart Cities," Sustainability, MDPI, vol. 15(22), pages 1-22, November.
    9. Luojia Wang & Kerui Du & Bin Fang & Rob Law, 2023. "Escape from air pollution: How does air quality in the place of residence shape tourism consumption?," Tourism Economics, , vol. 29(4), pages 1074-1099, June.
    10. Difan Liu & Yuejian Wang & Lei Wang & Liping Xu & Huanhuan Chen & Yuxiang Ma, 2023. "Analysis of Spatiotemporal Changes in the Gravitational Structure of Urban Agglomerations in Northern and Southern Xinjiang Based on a Gravitational Model," Land, MDPI, vol. 13(1), pages 1-20, December.
    11. Mohammed Abdo Albaom & Fatimah Sidi & Marzanah A. Jabar & Rusli Abdullah & Iskandar Ishak & Nur Anita Yunikawati & Magistyo Purboyo Priambodo & Mohammed Saleh Nusari & Dhakir Abbas Ali, 2022. "The Moderating Role of Personal Innovativeness in Tourists’ Intention to Use Web 3.0 Based on Updated Information Systems Success Model," Sustainability, MDPI, vol. 14(21), pages 1-35, October.
    12. Youssef El Archi & Brahim Benbba & Kai Zhu & Zineb El Andaloussi & László Pataki & Lóránt Dénes Dávid, 2023. "Mapping the Nexus between Sustainability and Digitalization in Tourist Destinations: A Bibliometric Analysis," Sustainability, MDPI, vol. 15(12), pages 1-16, June.
    13. Ge Gao & Xiuting Li & Xiaoting Liu & Jichang Dong, 2021. "Does Air Pollution Impact Fiscal Sustainability? Evidence from Chinese Cities," Energies, MDPI, vol. 14(21), pages 1-16, November.
    14. Salvatore Monaco & Giovanna Sacchi, 2023. "Travelling the Metaverse: Potential Benefits and Main Challenges for Tourism Sectors and Research Applications," Sustainability, MDPI, vol. 15(4), pages 1-10, February.
    15. Yingtong Chen & Fei Wu & Dayong Zhang & Qiang Ji, 2024. "Tourism in pandemic: the role of digital travel vouchers in China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
    16. Beata Bieszk-Stolorz, 2022. "Impact of Subsidy Programmes on the Development of the Number and Output of RES Micro-Installations in Poland," Energies, MDPI, vol. 15(24), pages 1-14, December.
    17. Mustafa Yeniasır & Burak Gökbulut, 2022. "Effectiveness of Usage of Digital Heritage in the Sustainability of Cultural Tourism on Islands: The Case of Northern Cyprus," Sustainability, MDPI, vol. 14(6), pages 1-20, March.
    18. Ralf Buckley & Mary-Ann Cooper, 2021. "Assortative Matching of Tourists and Destinations: Agents or Algorithms?," Sustainability, MDPI, vol. 13(4), pages 1-10, February.
    19. Daxin Dong & Xiaowei Xu & Hong Yu & Yanfang Zhao, 2019. "The Impact of Air Pollution on Domestic Tourism in China: A Spatial Econometric Analysis," Sustainability, MDPI, vol. 11(15), pages 1-16, August.
    20. Prateek Kalia & Dušan Mladenović & à ngel Acevedo-Duque, 2022. "Decoding the Trends and the Emerging Research Directions of Digital Tourism in the Last Three Decades: A Bibliometric Analysis," SAGE Open, , vol. 12(4), pages 21582440221, October.

    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:jsusta:v:16:y:2024:i:13:p:5339-:d:1420567. 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.