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Spatio-Temporal Patterns and Configuration Pathways of Tourism Economic Resilience in Nine Provinces Along the Yellow River

Author

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  • Tianyi Li

    (School of Culture, Tourism, Journalism and Art, Shanxi University of Finance and Economics, Taiyuan 030006, China)

  • Qiaoyan Zhao

    (School of Culture, Tourism, Journalism and Art, Shanxi University of Finance and Economics, Taiyuan 030006, China)

Abstract

The resilience of the tourism economy plays a pivotal role in sustaining regional economic stability across the nine provinces along the Yellow River. This study examines the spatio-temporal evolution and configurational pathways of tourism economic resilience across the nine provinces along the Yellow River during 2012–2022 by applying the Standard Deviation Ellipse and Fuzzy Set Qualitative Comparative Analysis. The results showed that: (1) From 2012 to 2019, the tourism economic resilience exhibited a steady upward tendency overall, with a slight fluctuation in the short term in 2020. (2) High and relatively high-level regions experienced a belt-like high-value zone, eventually extending to Sichuan Province, Henan Province, and Shandong Province. (3) The standard deviation ellipse exhibited a distribution pattern along the northeast-southwest axis, with its center of gravity situated in the middle reaches of the Yellow River, having shifted a total of 146.81 km. (4) Four driving pathways were identified: resistance-dominated, recovery-dominated with restructuring synergy, renewal-driven, and multi-resilience synergy-driven. Three barriers also appeared: renewal-constrained, restructuring-lagged, and overall resilience-deficient.

Suggested Citation

  • Tianyi Li & Qiaoyan Zhao, 2025. "Spatio-Temporal Patterns and Configuration Pathways of Tourism Economic Resilience in Nine Provinces Along the Yellow River," Sustainability, MDPI, vol. 17(20), pages 1-20, October.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:20:p:9111-:d:1771228
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    References listed on IDEAS

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    1. Shuxiao Li & Zhanhong Cheng & Yun Tong & Biao He, 2022. "The Interaction Mechanism of Tourism Carbon Emission Efficiency and Tourism Economy High-Quality Development in the Yellow River Basin," Energies, MDPI, vol. 15(19), pages 1-23, September.
    2. Mohamed Khater & Mohamed Faik, 2025. "Tourism as a catalyst for resilience: Strategies for building sustainable and adaptive communities," Community Development, Taylor & Francis Journals, vol. 56(2), pages 175-191, March.
    3. Zhongjie Zhang & Yu Wu, 2025. "Spatiotemporal Evolution and Influencing Factors of Urban Ecological Resilience: Evidence from the Yellow River Basin, China," Sustainability, MDPI, vol. 17(15), pages 1-20, August.
    4. Ming Hao & Gang Li & Changyou Chen & Liutao Liang, 2022. "A Coupling Relationship between New-Type Urbanization and Tourism Resource Conversion Efficiency: A Case Study of the Yellow River Basin in China," Sustainability, MDPI, vol. 14(21), pages 1-24, October.
    5. José Luis Durán-Román & Julio Vena-Oya & Julia Margarita Núñez-Tabales & Francisco José Rey-Carmona, 2025. "How to achieve economic development through tourism? Different ways for different economies: A new approach through fuzzy set qualitative comparative analysis," Tourism Economics, , vol. 31(1), pages 104-123, February.
    6. Bianrong Chang & Xinjun Ding & Jianchao Xi & Ruiying Zhang & Xianhong Lv, 2023. "Spatial-Temporal Distribution Pattern and Tourism Utilization Potential of Intangible Cultural Heritage Resources in the Yellow River Basin," Sustainability, MDPI, vol. 15(3), pages 1-25, February.
    7. Bogdan SOFRONOV, 2018. "The Development Of The Travel And Tourism Industry In The World," Annals of Spiru Haret University, Economic Series, Universitatea Spiru Haret, vol. 18(4), pages 123-137.
    8. Liang Wang & Jingye Li & Ligang Lv, 2023. "Urban Resilience and Its Links to City Size: Evidence from the Yangtze River Economic Belt in China," Land, MDPI, vol. 12(12), pages 1-25, December.
    9. Xiao Lu & Yi Qu & Piling Sun & Wei Yu & Wenlong Peng, 2020. "Green Transition of Cultivated Land Use in the Yellow River Basin: A Perspective of Green Utilization Efficiency Evaluation," Land, MDPI, vol. 9(12), pages 1-22, November.
    10. Danni Lu & Xinhuan Zhang & Degang Yang & Shubao Zhang, 2025. "What Affects Agricultural Green Total Factor Productivity in China? A Configurational Perspective Based on Dynamic Fuzzy-Set Qualitative Comparative Analysis," Agriculture, MDPI, vol. 15(2), pages 1-25, January.
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