IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i20p13252-d942950.html
   My bibliography  Save this article

Spatio-Temporal Evolution Characteristics and Spatial Differences in Urban Tourism Network Attention in China: Based on the Baidu Index

Author

Listed:
  • Guanghai Zhang

    (College of Management, Ocean University of China, Qingdao 266100, China)

  • Hongying Yuan

    (College of Management, Ocean University of China, Qingdao 266100, China)

Abstract

There is a long-term equilibrium relationship between urban tourism network attention (UTNA) and the volume of tourism. Understanding the spatio-temporal patterns of UTNA before and after the COVID-19 pandemic has important implications for destination management. On the basis of the Baidu index, this study collected the tourism network attention of 337 prefecture-level cities in China from 2018 to 2021 through data mining and analyzed the spatio-temporal evolution characteristics and regional differences in UTNA in China by using the seasonal concentration index, the Zipf model and the Dagum Gini coefficient. The results show that, firstly, the UTNA decreased significantly during the study period, with significant seasonal variability and spatial unevenness; April, July, August and October comprise the high season, while January, February, November and December comprise the low season. Secondly, in terms of regional heterogeneity, the seasonal differences in UTNA are generally greater in the northeast regions than in the central, and western regions, and are the smallest in the eastern regions. Thirdly, the UTNA shows a strong rank-scale characteristic, indicating that Beijing, Chongqing, Shanghai, Guangzhou, Xi’an, and others that are rich in tourism resources are the main high-value cities, and “core-edge” characteristics gradually formed around these municipalities and capital cities. Lastly, of the four regions, the northeast regions had the largest intraregional and inter-regional differences. From the perspective of the contribution to regional difference sources G n b > G t > G w , inter-regional disparities are the main reasons for the overall differences. Accordingly, policy suggestions are proposed to further promote the sustainable development of tourism destinations.

Suggested Citation

  • Guanghai Zhang & Hongying Yuan, 2022. "Spatio-Temporal Evolution Characteristics and Spatial Differences in Urban Tourism Network Attention in China: Based on the Baidu Index," Sustainability, MDPI, vol. 14(20), pages 1-15, October.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:20:p:13252-:d:942950
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/20/13252/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/14/20/13252/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Dagum, Camilo, 1997. "A New Approach to the Decomposition of the Gini Income Inequality Ratio," Empirical Economics, Springer, vol. 22(4), pages 515-531.
    2. Uysal, Muzaffer & Sirgy, M. Joseph & Woo, Eunju & Kim, Hyelin (Lina), 2016. "Quality of life (QOL) and well-being research in tourism," Tourism Management, Elsevier, vol. 53(C), pages 244-261.
    3. Yi Lu, 2022. "The Measurement of High-Quality Development Level of Tourism: Based on the Perspective of Industrial Integration," Sustainability, MDPI, vol. 14(6), pages 1-18, March.
    4. Wannipa Koodsela & Huang Dong & Kassara Sukpatch, 2019. "A Holistic Conceptual Framework into Practice-Based on Urban Tourism Toward Sustainable Development in Thailand," Sustainability, MDPI, vol. 11(24), pages 1-28, December.
    5. Keqing Li & Wenxing Lu & Changyong Liang & Binyou Wang, 2019. "Intelligence in Tourism Management: A Hybrid FOA-BP Method on Daily Tourism Demand Forecasting with Web Search Data," Mathematics, MDPI, vol. 7(6), pages 1-14, June.
    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. Chen-Hao Xue & Yong-Ping Bai, 2023. "Spatiotemporal Characteristics and Factors Influencing Urban Tourism Market Network in Western China: Taking Chengdu as an Example," Sustainability, MDPI, vol. 15(10), pages 1-21, May.
    2. Yang Zhang & Xue Jin & Yuwei Wang & Rongtian Liu & Ying Jing, 2022. "Characterizing Spatial-Temporal Variation of Cultural Tourism Internet Attention in Western Triangle Economic Zone, China," Land, MDPI, vol. 11(12), pages 1-19, December.

    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. Ellis Scharfenaker, Markus P.A. Schneider, 2019. "Labor Market Segmentation and the Distribution of Income: New Evidence from Internal Census Bureau Data," Working Paper Series, Department of Economics, University of Utah 2019_08, University of Utah, Department of Economics.
    2. Bryan Cheng-Yu Hsu & Yu-Feng Wu & Hsin-Wei Chen & Man-Lai Cheung, 2020. "How Sport Tourism Event Image Fit Enhances Residents’ Perceptions of Place Image and Their Quality of Life," Sustainability, MDPI, vol. 12(19), pages 1-14, October.
    3. Stéphane Mussard & Kuan Xu, 2006. "Multidimensional Decomposition of the Sen Index: Some Further Thoughts," Cahiers de recherche 06-08, Departement d'économique de l'École de gestion à l'Université de Sherbrooke.
    4. Giovanni Perucca, 2019. "Residents’ Satisfaction with Cultural City Life: Evidence from EU Cities," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 14(2), pages 461-478, April.
    5. Li, Tingting Elle & Chan, Eric Tak Hin, 2017. "Diaspora tourism and well-being: A eudaimonic view," Annals of Tourism Research, Elsevier, vol. 63(C), pages 205-206.
    6. Charles Condevaux & Stéphane Mussard & Téa Ouraga & Guillaume Zambrano, 2020. "Generalized Gini linear and quadratic discriminant analyses," METRON, Springer;Sapienza Università di Roma, vol. 78(2), pages 219-236, August.
    7. Pilar Jiménez-Medina & Andrés Artal-Tur & Noelia Sánchez-Casado, 2021. "Tourism Business, Place Identity, Sustainable Development, and Urban Resilience: A Focus on the Sociocultural Dimension," International Regional Science Review, , vol. 44(1), pages 170-199, January.
    8. Luc Savard & Stéphane Mussard, 2005. "Micro-simulation and Multi-decomposition: A Case Study: Philippines," Cahiers de recherche 05-02, Departement d'économique de l'École de gestion à l'Université de Sherbrooke.
    9. Ruijing Zheng & Yu Cheng & Haimeng Liu & Wei Chen & Xiaodong Chen & Yaping Wang, 2022. "The Spatiotemporal Distribution and Drivers of Urban Carbon Emission Efficiency: The Role of Technological Innovation," IJERPH, MDPI, vol. 19(15), pages 1-22, July.
    10. Lee, Chien-Chiang & Qian, Anqi, 2024. "Regional differences, dynamic evolution, and obstacle factors of cultivated land ecological security in China," Socio-Economic Planning Sciences, Elsevier, vol. 94(C).
    11. Pan Wenjie & Mei Daniel Weiyue, 2022. "Comprehensive Evaluation of China's Green Urbanization Level--Measurement Based on Provincial Panel Data," International Business Research, Canadian Center of Science and Education, vol. 15(9), pages 1-16, September.
    12. Qiangyi Li & Jiexiao Ge & Mingyu Huang & Xiaoyu Wu & Houbao Fan, 2024. "Uncovering the Triple Synergy of New-Type Urbanization, Greening and Digitalization in China," Land, MDPI, vol. 13(7), pages 1-24, July.
    13. Câmara, Ester & Pocinho, Margarida & Jesus, Saúl Neves & Agapito, Dora, 2024. "Senior Tourists’ Well-being, Happiness, and Satisfaction with Life: A Systematic Literature Review," Journal of Tourism, Sustainability and Well-being, Cinturs - Research Centre for Tourism, Sustainability and Well-being, University of Algarve, vol. 12(2), pages 87-109.
    14. Ruiyi Zhao & Ling Li, 2024. "Does digitalization always benefit cultural, sports, and tourism enterprises quality? Unveiling the inverted U-shaped relationship from a resource and capability perspective," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-20, December.
    15. Long Qian & Yunjie Zhou & Ying Sun, 2023. "Regional Differences, Distribution Dynamics, and Convergence of the Green Total Factor Productivity of China’s Cities under the Dual Carbon Targets," Sustainability, MDPI, vol. 15(17), pages 1-26, August.
    16. Jelena DURKIN BADURINA & Daniela SOLDIC FRLETA & Larry DWYER, 2022. "Meet Sceptics, Neutrals And Believers: An Alternative Approach To Analysing Residents’ Attitudes Towards Tourism In Urban Destinations," Theoretical and Empirical Researches in Urban Management, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 17(1), pages 24-44, February.
    17. Allanson, Paul, 2017. "Monitoring income-related health differences between regions in Great Britain: A new measure for ordinal health data," Social Science & Medicine, Elsevier, vol. 175(C), pages 72-80.
    18. Nan Li & Beibei Shi & Rong Kang, 2023. "Analysis of the Coupling Effect and Space-Time Difference between China’s Digital Economy Development and Carbon Emissions Reduction," IJERPH, MDPI, vol. 20(1), pages 1-25, January.
    19. Yaoyao Wang & Yuanpei Kuang, 2023. "Evaluation, Regional Disparities and Driving Mechanisms of High-Quality Agricultural Development in China," Sustainability, MDPI, vol. 15(7), pages 1-20, April.
    20. Jinghua Han & Keji Huang & Shiwei Shen, 2022. "Are Tourism Practitioners Happy? The Role of Explanatory Style Played on Tourism Practitioners’ Psychological Well-Being," Sustainability, MDPI, vol. 14(9), pages 1-18, April.

    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:14:y:2022:i:20:p:13252-:d:942950. 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.