IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0298410.html
   My bibliography  Save this article

Evolution characteristics and influencing factors of information network in Guangdong-Hong Kong-Macao Greater Bay Area

Author

Listed:
  • Zhichen Yang
  • Yuxi Wu
  • Zilong Ma
  • Fangfang Wang
  • Rongjian Chen
  • Yixuan Wang
  • Zaoli Tian
  • Jiali Kuang
  • Yisen Chen
  • Aichun Chen

Abstract

In the context of the digital information era, the impact of "The Internet Plus," "Big Data," and other technologies on urban social development has been far beyond any preceding era, under the influence of information technology, urban agglomeration space exhibits a new layout. Based on the search engine data of eleven cities in the Guangdong-Hong Kong-Macao Greater Bay Area from 2012 to 2021, this research constructs the inter-city information network strength linkage matrix to examine the evolution characteristics of city network structure and its driving causes. The results reveal that (1) the overall information linkage strength exhibits a pattern of steadily growing the radiating effect from the leading cities of Guangdong, Shenzhen, and Hong Kong to the surrounding cities, and a closer and more balanced information linkage network is gradually built. (2) Guangzhou-Shenzhen-Hong Kong-Guangdong-Hong Kong-Macao Greater Bay Area information linkage absolute control advantage, four cities Foshan, Dongguan, Zhuhai, Macao regional hub position steadily highlighted. The entire information connection network of the urban agglomerations tends to be flat and polycentric at the same time. (3) The regional core-edge hierarchy is well established, with the four cities of Guangzhou, Dongguan, Shenzhen, and Hong Kong creating a northwest-southeast orientation. The core metropolis regions of Guangdong, Hong Kong, and Macao in the Greater Bay Area increasingly exert a radiation spreading effect to the northeast and southwest. (4) The urban economy, transportation distance, and information infrastructure have substantial effects on the information connection intensity network of urban clusters.

Suggested Citation

  • Zhichen Yang & Yuxi Wu & Zilong Ma & Fangfang Wang & Rongjian Chen & Yixuan Wang & Zaoli Tian & Jiali Kuang & Yisen Chen & Aichun Chen, 2024. "Evolution characteristics and influencing factors of information network in Guangdong-Hong Kong-Macao Greater Bay Area," PLOS ONE, Public Library of Science, vol. 19(5), pages 1-21, May.
  • Handle: RePEc:plo:pone00:0298410
    DOI: 10.1371/journal.pone.0298410
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0298410
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0298410&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0298410?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Yu, Deshui & Huang, Difang, 2023. "Cross-sectional uncertainty and expected stock returns," Journal of Empirical Finance, Elsevier, vol. 72(C), pages 321-340.
    2. Mansfield, Edward D. & Pevehouse, Jon C., 2000. "Trade Blocs, Trade Flows, and International Conflict," International Organization, Cambridge University Press, vol. 54(4), pages 775-808, October.
    3. Qiaowen Lin & Mengyu Xiang & Lu Zhang & Jinjiang Yao & Chao Wei & Sheng Ye & Hongmei Shao, 2021. "Research on Urban Spatial Connection and Network Structure of Urban Agglomeration in Yangtze River Delta—Based on the Perspective of Information Flow," IJERPH, MDPI, vol. 18(19), pages 1-20, September.
    4. Fei Ma & Yujie Zhu & Kum Fai Yuen & Qipeng Sun & Haonan He & Xiaobo Xu & Zhen Shang & Yan Xu, 2022. "Exploring the Spatiotemporal Evolution and Sustainable Driving Factors of Information Flow Network: A Public Search Attention Perspective," IJERPH, MDPI, vol. 19(1), pages 1-25, January.
    5. Chun Li & Xingwu Duan, 2020. "Exploration of Urban Interaction Features Based on the Cyber Information Flow of Migrant Concern: A Case Study of China’s Main Urban Agglomerations," IJERPH, MDPI, vol. 17(12), pages 1-20, June.
    6. Boyao Wu & Difang Huang & Muzi Chen, 2023. "Estimating contagion mechanism in global equity market with time‐zone effect," Financial Management, Financial Management Association International, vol. 52(3), pages 543-572, September.
    7. Davis, Morris A. & Fisher, Jonas D.M. & Veracierto, Marcelo, 2021. "Migration and urban economic dynamics," Journal of Economic Dynamics and Control, Elsevier, vol. 133(C).
    8. Yu, Deshui & Huang, Difang & Chen, Li & Li, Luyang, 2023. "Forecasting dividend growth: The role of adjusted earnings yield," Economic Modelling, Elsevier, vol. 120(C).
    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. Xing Zhao & Xiangqian Li & Changman Ren, 2023. "Can digital transformation reduce corporate stock price crashes?," PLOS ONE, Public Library of Science, vol. 18(12), pages 1-22, December.
    2. Linshan Liu & Amir Rafique & Naseem Abbas & Muhammad Umer Quddoos & Muhammad Munir Ahmad & Arslan Ahmad Siddiqi, 2024. "Systemic risk spillover between the stock market and banking deposits: Evidence from a sustainability perspective in the South Asian countries," PLOS ONE, Public Library of Science, vol. 19(7), pages 1-20, July.
    3. Qin Pan & Kai Huang, 2023. "How to measure earnings surprises: Based on revised market reaction," PLOS ONE, Public Library of Science, vol. 18(12), pages 1-24, December.
    4. repec:spo:wpmain:info:hdl:2441/c8dmi8nm4pdjkuc9g8m2hh491 is not listed on IDEAS
    5. Emilie M. Hafner-Burton & Alexander H. Montgomery, 2006. "Power Positions," Journal of Conflict Resolution, Peace Science Society (International), vol. 50(1), pages 3-27, February.
    6. Reuven Glick & Alan M. Taylor, 2010. "Collateral Damage: Trade Disruption and the Economic Impact of War," The Review of Economics and Statistics, MIT Press, vol. 92(1), pages 102-127, February.
    7. Anderton Charles H. & Anderton Roxane A., 2021. "The Trade Disruption Hypothesis Fails for State-Sponsored Genocides and Mass Atrocities: Why It Matters," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 27(2), pages 143-168, May.
    8. Francesco Amodio & Leonardo Baccini & Michele Di Maio, 2021. "Security, Trade, and Political Violence," Journal of the European Economic Association, European Economic Association, vol. 19(1), pages 1-37.
    9. Jingyi Tian & Jun Nagayasu, 2023. "Financial Systemic Risk behind Artificial Intelligence:Evidence from China," TUPD Discussion Papers 44, Graduate School of Economics and Management, Tohoku University.
    10. Difang Huang & Ying Liang & Boyao Wu & Yanyi Ye, 2025. "Estimating the impact of social distance policy in mitigating COVID-19 spread with factor-based imputation approach," Empirical Economics, Springer, vol. 68(2), pages 585-601, February.
    11. Yue Lu & Wei Gu & Ka Zeng, 2021. "Does the Belt and Road Initiative Promote Bilateral Political Relations?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 29(5), pages 57-83, September.
    12. Yuleng Zeng, 2024. "Microchips and sneakers: Bilateral trade, shifting power, and interstate conflict," Journal of Peace Research, Peace Research Institute Oslo, vol. 61(4), pages 659-672, July.
    13. Yu, Deshui & Huang, Difang & Chen, Li, 2023. "Stock return predictability and cyclical movements in valuation ratios," Journal of Empirical Finance, Elsevier, vol. 72(C), pages 36-53.
    14. Philippe Martin & Thierry Mayer & Mathias Thoenig, 2012. "The Geography of Conflicts and Regional Trade Agreements," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(4), pages 1-35, October.
    15. Emilie M. Hafner-Burton & Alexander H. Montgomery, 2012. "War, Trade, and Distrust: Why Trade Agreements Don’t Always Keep the Peace," Conflict Management and Peace Science, Peace Science Society (International), vol. 29(3), pages 257-278, July.
    16. Aboagye, Ernest & Ko, Stanley Iat-Meng & Lo, Chia Chun & Hsiao, Cody Yu-Ling & Peng, Liang, 2024. "A contagion test with unspecified heteroscedastic errors," Journal of Economic Dynamics and Control, Elsevier, vol. 159(C).
    17. Megan Shannon, 2009. "Preventing War and Providing the Peace?," Conflict Management and Peace Science, Peace Science Society (International), vol. 26(2), pages 144-163, April.
    18. Ma, Wen & Fang, Zhuoqiong & Zhang, Xiangfeng, 2023. "Comparative analysis of structural characteristics of China's 18 typical urban agglomerations based on flows of various elements," Ecological Modelling, Elsevier, vol. 479(C).
    19. Fei Ma & Yujie Zhu & Kum Fai Yuen & Qipeng Sun & Haonan He & Xiaobo Xu & Zhen Shang & Yan Xu, 2022. "Exploring the Spatiotemporal Evolution and Sustainable Driving Factors of Information Flow Network: A Public Search Attention Perspective," IJERPH, MDPI, vol. 19(1), pages 1-25, January.
    20. Brian Efird & Gaspare M. Genna, 2002. "Structural Conditions and the Propensity for Regional Integration," European Union Politics, , vol. 3(3), pages 267-295, September.
    21. Vicard, Vincent, 2012. "Trade, conflict, and political integration: Explaining the heterogeneity of regional trade agreements," European Economic Review, Elsevier, vol. 56(1), pages 54-71.

    More about this item

    Statistics

    Access and download statistics

    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:plo:pone00:0298410. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.