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Investigating the multiple mechanisms of tourism economy affecting sustainable urban development of Chinese cities: based on multi-source data

Author

Listed:
  • Yun Tong

    (Hainan University)

  • Rui Zhang

    (Hubei University)

Abstract

As an essential section of the modern economic system, the tourism industry plays a crucial role in achieving Sustainable Development Goals (SDGs). Using the panel data of 284 Chinese cities, this study empirically explores whether and how the tourism economy (TE) can promote sustainable urban development (SUD). We first chose eco-efficiency to evaluate the level of SUD, which was assessed based on multi-source data and the super-EBM model. Then, a structural equation model including multiple pathways was introduced to reveal the TE’s direct and indirect impact on SUD for the whole sample and sub-samples. Relevant policy recommendations were proposed based on spatial heterogeneity results. The main results are as follows: (1) The eco-efficiency shows a trend of improvement over the study period, and its spatial pattern has a strong path dependence. (2) The results of the whole sample indicate that the total effect of TE on SUD is significantly positive. (3) TE can affect SUD through multiple pathways. The single mediation pathways are TE → Economic Development (ED) → SUD, TE → Industrial Structure (IND) → SUD and TE → Environmental Regulation (ER) → SUD, and dual mediation pathways as TE → Opening-up (OPEN) → ED → SUD and TE → ER → IND → SUD. (4) The results of spatial heterogeneity show that TE can promote SUD directly but not indirectly in undeveloped regions, which is opposite in developed regions.

Suggested Citation

  • Yun Tong & Rui Zhang, 2024. "Investigating the multiple mechanisms of tourism economy affecting sustainable urban development of Chinese cities: based on multi-source data," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(1), pages 1781-1808, January.
  • Handle: RePEc:spr:endesu:v:26:y:2024:i:1:d:10.1007_s10668-022-02785-7
    DOI: 10.1007/s10668-022-02785-7
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    References listed on IDEAS

    as
    1. Chi‐Chur Chao & Bharat R. Hazari & Jean‐Pierre Laffargue & Pasquale M. Sgro & Eden S. H. Yu, 2006. "Tourism, Dutch Disease And Welfare In An Open Dynamic Economy," The Japanese Economic Review, Japanese Economic Association, vol. 57(4), pages 501-515, December.
    2. Zhao, Jincai & Ji, Guangxing & Yue, YanLin & Lai, Zhizhu & Chen, Yulong & Yang, Dongyang & Yang, Xu & Wang, Zheng, 2019. "Spatio-temporal dynamics of urban residential CO2 emissions and their driving forces in China using the integrated two nighttime light datasets," Applied Energy, Elsevier, vol. 235(C), pages 612-624.
    3. Qiao Chen & Yan Mao & Alastair M. Morrison, 2021. "Impacts of Environmental Regulations on Tourism Carbon Emissions," IJERPH, MDPI, vol. 18(23), pages 1-16, December.
    4. Eugenia Kalnay & Ming Cai, 2003. "Impact of urbanization and land-use change on climate," Nature, Nature, vol. 423(6939), pages 528-531, May.
    5. Lee, Jung Wan & Brahmasrene, Tantatape, 2013. "Investigating the influence of tourism on economic growth and carbon emissions: Evidence from panel analysis of the European Union," Tourism Management, Elsevier, vol. 38(C), pages 69-76.
    6. Monastyrenko, Evgenii, 2017. "Eco-efficiency outcomes of mergers and acquisitions in the European electricity industry," Energy Policy, Elsevier, vol. 107(C), pages 258-277.
    7. Tone, Kaoru & Tsutsui, Miki, 2010. "An epsilon-based measure of efficiency in DEA - A third pole of technical efficiency," European Journal of Operational Research, Elsevier, vol. 207(3), pages 1554-1563, December.
    8. Jiang, Yufan & Wang, Hongyan & Liu, Zuankuo, 2021. "The impact of the free trade zone on green total factor productivity ——evidence from the shanghai pilot free trade zone," Energy Policy, Elsevier, vol. 148(PB).
    9. Akisik, Orhan & Gal, Graham & Mangaliso, Mzamo P., 2020. "IFRS, FDI, economic growth and human development: The experience of Anglophone and Francophone African countries," Emerging Markets Review, Elsevier, vol. 45(C).
    10. Zhang Chenghu & Muhammad Arif & Khurram Shehzad & Mahmood Ahmad & Judit Oláh, 2021. "Modeling the Dynamic Linkage between Tourism Development, Technological Innovation, Urbanization and Environmental Quality: Provincial Data Analysis of China," IJERPH, MDPI, vol. 18(16), pages 1-21, August.
    11. Zhang, Kun & Zhang, Zong-Yong & Liang, Qiao-Mei, 2017. "An empirical analysis of the green paradox in China: From the perspective of fiscal decentralization," Energy Policy, Elsevier, vol. 103(C), pages 203-211.
    12. Wei-Ching Wang & Chung-Hsien Lin, 2021. "A Model for Sustainable Tourism Development of Hot Spring Destinations Following Poverty Alleviation: Understanding the Tourists’ Perspective," Sustainability, MDPI, vol. 13(17), pages 1-14, September.
    13. Fayyaz Ahmad & Muhammad Umar Draz & Lijuan Su & Ilhan Ozturk & Abdul Rauf, 2018. "Tourism and Environmental Pollution: Evidence from the One Belt One Road Provinces of Western China," Sustainability, MDPI, vol. 10(10), pages 1-22, September.
    14. Abdulaziz Aldegheishem, 2014. "Evaluating the Urban Sustainable Development on the Basis of AHP: A Case Study for Riyadh City," Journal of Sustainable Development, Canadian Center of Science and Education, vol. 7(2), pages 113-113, February.
    15. Bahram Zikirya & Jieyu Wang & Chunshan Zhou, 2021. "The Relationship between CO 2 Emissions, Air Pollution, and Tourism Flows in China: A Panel Data Analysis of Chinese Provinces," Sustainability, MDPI, vol. 13(20), pages 1-17, October.
    16. Hongwei Liu & Ronglu Yang & Zhixiang Zhou & Dacheng Huang, 2020. "Regional Green Eco-Efficiency in China: Considering Energy Saving, Pollution Treatment, and External Environmental Heterogeneity," Sustainability, MDPI, vol. 12(17), pages 1-19, August.
    17. Chi‐Chur Chao & Bharat R. Hazari & Jean‐Pierre Laffargue & Pasquale M. Sgro & Eden S. H. Yu, 2006. "Tourism, Dutch Disease And Welfare In An Open Dynamic Economy," The Japanese Economic Review, Japanese Economic Association, vol. 57(4), pages 501-515, December.
    18. Zhang, Ning & Ren, Ran & Zhang, Qiong & Zhang, Tao, 2020. "Air pollution and tourism development: An interplay," Annals of Tourism Research, Elsevier, vol. 85(C).
    19. Shan-Li Wang & Feng-Wen Chen & Bing Liao & Cuiju Zhang, 2020. "Foreign Trade, FDI and the Upgrading of Regional Industrial Structure in China: Based on Spatial Econometric Model," Sustainability, MDPI, vol. 12(3), pages 1-16, January.
    20. Gowa, Joanne & Mansfield, Edward D., 2004. "Alliances, Imperfect Markets, and Major-Power Trade," International Organization, Cambridge University Press, vol. 58(4), pages 775-805, October.
    21. Lin, Boqiang & Zhu, Junpeng, 2019. "Impact of energy saving and emission reduction policy on urban sustainable development: Empirical evidence from China," Applied Energy, Elsevier, vol. 239(C), pages 12-22.
    22. Rui Zhang & Yong Ma & Jie Ren, 2022. "Green Development Performance Evaluation Based on Dual Perspectives of Level and Efficiency: A Case Study of the Yangtze River Economic Belt, China," IJERPH, MDPI, vol. 19(15), pages 1-24, July.
    23. Yang Liu & Yanlin Yang & Huihui Li & Kaiyang Zhong, 2022. "Digital Economy Development, Industrial Structure Upgrading and Green Total Factor Productivity: Empirical Evidence from China’s Cities," IJERPH, MDPI, vol. 19(4), pages 1-23, February.
    24. Maurice J. G. Bun & Abderrahman El Makhloufi, 2007. "Dynamic Externalities, Local Industrial Structure and Economic Development: Panel Data Evidence for Morocco," Regional Studies, Taylor & Francis Journals, vol. 41(6), pages 823-837.
    25. Wang, Rong & Zhao, Xing & Zhang, Ling, 2022. "Research on the impact of green finance and abundance of natural resources on China's regional eco-efficiency," Resources Policy, Elsevier, vol. 76(C).
    26. Kaoru Tone & Miki Tsutsui, 2010. "An epsilon-based measure of efficiency in DEA revisited -A third pole of technical efficiency," GRIPS Discussion Papers 09-21, National Graduate Institute for Policy Studies.
    27. Vianna, Andre C. & Mollick, Andre V., 2021. "Threshold effects of terms of trade on Latin American growth," Economic Systems, Elsevier, vol. 45(4).
    28. Shuaiyu Yao & Mengmeng Chen & Dmitri Muravev & Wendi Ouyang, 2021. "Eco-Efficiency Analysis for the Russian Cities along the Northern Sea Route: A Data Envelopment Analysis Approach Using an Epsilon-Based Measure Model," IJERPH, MDPI, vol. 18(11), pages 1-16, June.
    29. Alam, Md. Samsul & Paramati, Sudharshan Reddy, 2017. "The dynamic role of tourism investment on tourism development and CO2 emissions," Annals of Tourism Research, Elsevier, vol. 66(C), pages 213-215.
    30. Xi Zhang & Jiayu Zheng & Ligang Wang, 2022. "Can the Relationship between Atmospheric Environmental Quality and Urban Industrial Structure Adjustment Achieve Green and Sustainable Development in China? A Case of Taiyuan City," Energies, MDPI, vol. 15(9), pages 1-17, May.
    31. Libiao Bai & Hailing Wang & Chunming Shi & Qiang Du & Yi Li, 2017. "Assessment of SIP Buildings for Sustainable Development in Rural China Using AHP-Grey Correlation Analysis," IJERPH, MDPI, vol. 14(11), pages 1-12, October.
    32. Taotao Deng & Mulan Ma & Jianhua Cao, 2014. "Tourism Resource Development and Long-Term Economic Growth: A Resource Curse Hypothesis Approach," Tourism Economics, , vol. 20(5), pages 923-938, October.
    33. Zhengju Jiang & Fuyou Guo & Liping Cai & Xiaoxiao Li, 2021. "Eco-Province Construction Performance and Its Influencing Factors of Shandong Province in China: From Regional Eco-Efficiency Perspective," Sustainability, MDPI, vol. 13(21), pages 1-17, November.
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