IDEAS home Printed from https://ideas.repec.org/a/gam/jecomi/v13y2025i6p167-d1675694.html

Integrating Higher Education Strategies into Urban Cluster Development: Spatial Agglomeration Analysis of China’s Key Regions

Author

Listed:
  • Yangguang Hu

    (School of Economics and Statistics, Guangzhou University, Guangzhou 510006, China)

  • Chuang Yang

    (School of Education, Guangzhou University, Guangzhou 510006, China)

  • Junfeng Ma

    (School of Teacher Education, Fujian Normal University, Fuzhou 350117, China)

Abstract

As urbanization accelerates globally, higher education agglomeration (HEA) emerges as a critical mechanism for integrating regional economic theories with practical strategies, driving innovation and sustainable development. This paper examines how HEA promotes innovation, human capital accumulation, industrial restructuring, and equitable income distribution across 193 cities in the “Two Transverse and Three Lengthways” urban clusters from 2006 to 2020. Using dynamic panel regression and spatial econometric models, the results show that HEA yields significant local and spatial spillover benefits, particularly in core cities that facilitate knowledge diffusion and resource sharing. Heterogeneity analysis reveals that these positive spillovers are strongest in first-tier, highly developed clusters and third-tier, early-stage clusters but weaker or even negative in second-tier, rapidly expanding regions. These spatial effects grow over time, reflecting the evolving patterns of regional integration. Theoretically, the paper advances the understanding of spatial synergy and spillover mechanisms in HEA in urban clusters. Practically, the findings highlight the need to tailor higher education strategies to the developmental stage of each urban cluster to optimize resource allocation and foster inclusive growth. This paper provides policy insights for using HEA as a catalyst for coordinated urban development.

Suggested Citation

  • Yangguang Hu & Chuang Yang & Junfeng Ma, 2025. "Integrating Higher Education Strategies into Urban Cluster Development: Spatial Agglomeration Analysis of China’s Key Regions," Economies, MDPI, vol. 13(6), pages 1-24, June.
  • Handle: RePEc:gam:jecomi:v:13:y:2025:i:6:p:167-:d:1675694
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7099/13/6/167/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-7099/13/6/167/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Masahisa Fujita & Paul Krugman, 2004. "The new economic geography: Past, present and the future," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 4, pages 177-206.
    2. Congying Ma & Hongchao Wu & Xiuhong Li, 2023. "Spatial spillover of local general higher education expenditures on sustainable regional economic growth: A spatial econometric analysis," PLOS ONE, Public Library of Science, vol. 18(11), pages 1-18, November.
    3. Maria Adamakou & Dimitris Kallioras & George Petrakos, 2021. "Detecting Convergence Trends among EU Universities," Economies, MDPI, vol. 9(2), pages 1-8, March.
    4. Mohammed N. Abu Alfoul & Ayman Hassan Bazhair & Ibrahim N. Khatatbeh & Adam G. Arian & Mahmoud N. Abu Al-Foul, 2024. "The Effect of Education on Economic Growth in Sub-Saharan African Countries: Do Institutions Matter?," Economies, MDPI, vol. 12(11), pages 1-18, November.
    5. Peter Gordon & Karima Kourtit, 2020. "Agglomeration and clusters near and far for regional development: A critical assessment," Regional Science Policy & Practice, Wiley Blackwell, vol. 12(3), pages 387-396, June.
    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. Evgeny G. Animitsa & Natalya V. Novikova & Konstantin V. Chernyshev, 2024. "Guiding a Russian region’s development under the moral paradigm: A case of the Republic of Crimea," Upravlenets, Ural State University of Economics, vol. 15(1), pages 35-54, March.
    2. Ho Yeon KIM & Petra de Jong & Jan Rouwendal & Aleid Brouwer, 2012. "Shrinking population and the urban hierarchy [Housing preferences and attribute importance among Dutch older adults: a conjoint choice experiment]," ERSA conference papers ersa12p350, European Regional Science Association.
    3. Piotr Nowaczyk, 2018. "The Concept Of Development Of West Pomerania'S Coastal Areas Based On The Polarizaton-Diffusion Model," Business Logistics in Modern Management, Josip Juraj Strossmayer University of Osijek, Faculty of Economics, Croatia, vol. 18, pages 419-435.
    4. Christ, Julian P., 2010. "Geographic concentration and spatial inequality: Two decades of EPO patenting at the level of European micro regions," Violette Reihe: Schriftenreihe des Promotionsschwerpunkts "Globalisierung und Beschäftigung" 32/2010, University of Hohenheim, Carl von Ossietzky University Oldenburg, Evangelisches Studienwerk.
    5. Shanming Jia & Chenglin Qin & Xinyue Ye, 2018. "The evolution of regional multi-pole growth," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 61(1), pages 189-207, July.
    6. Kurt A. Hafner, 2013. "Agglomeration economies and clustering -- evidence from German and European firms," Applied Economics, Taylor & Francis Journals, vol. 45(20), pages 2938-2953, July.
    7. Hans-Friedrich Eckey & Matthias Türck, 2007. "Convergence of EU-Regions. A Literature Report," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 10, pages 5-32.
    8. Ángel Miramontes Carballada & Rubén C. Lois-González, 2021. "Liberalization and Governance in the Geographical Distribution of Pharmacies in Spain," IJERPH, MDPI, vol. 19(1), pages 1-14, December.
    9. Eduardo Amaral Haddad & Michael L. Lahr & Dina N. Elshahawany & Moisés Vassallo, 2016. "Regional analysis of domestic integration in Egypt: an interregional CGE approach," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 5(1), pages 1-33, December.
    10. Natalya Rybnikova & Boris Portnov, 2015. "Using light-at-night (LAN) satellite data for identifying clusters of economic activities in Europe," Letters in Spatial and Resource Sciences, Springer, vol. 8(3), pages 307-334, November.
    11. Frank van den Heuvel & Karel van Donselaar & Peter de Langen & Jan Fransoo, 2016. "Co-Location Synergies: Specialised Versus Diverse Logistics Concentration Areas," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 107(3), pages 331-346, July.
    12. Eduardo Haddad & Michael Lahr & Dina Elshahawany & Moises Vassallo, 2014. "Regional Analysis of Domestic Integration in Egypt," TD NEREUS 1-2015, Núcleo de Economia Regional e Urbana da Universidade de São Paulo (NEREUS).
    13. Stefan Buehler & Christian Kaiser & Franz Jaeger, 2012. "The geographic determinants of bankruptcy: evidence from Switzerland," Small Business Economics, Springer, vol. 39(1), pages 231-251, July.
    14. Baycan, Tüzin & Sahin, Mediha & Nijkamp, Peter, 2012. "The urban growth potential of second-generation migrant entrepreneurs: A sectoral study on Amsterdam," International Business Review, Elsevier, vol. 21(6), pages 971-986.
    15. Edward J. Malecki, 2010. "Everywhere? The Geography Of Knowledge," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 493-513, February.
    16. Lepp l , Samuli, 2015. "Innovation, R&D spillovers, and the variety and concentration of the local production structure," Cardiff Economics Working Papers E2015/3, Cardiff University, Cardiff Business School, Economics Section.
    17. Jaya Prakash Pradhan & Mohammad Zohair, 2015. "Subnational Export Performance and Determinants," Review of Market Integration, India Development Foundation, vol. 7(2), pages 133-174, August.
    18. Qingbin Liu & Basirat Olaide Raimi & Abdulrahman Alomair, 2026. "Schooling for Sustainability: Disaggregating the Effects of Primary, Secondary, and Tertiary Education on Sustainable Development in the Global South," Sustainable Development, John Wiley & Sons, Ltd., vol. 34(2), pages 1914-1935, April.
    19. Marc Badia-Miró, 2015. "The evolution of the location of economic activity in Chile in the long run: a paradox of extreme concentration in absence of agglomeration economies," Estudios de Economia, University of Chile, Department of Economics, vol. 42(2 Year 20), pages 143-167, December.
    20. Ferdi Kesikoğlu & Ali İhsan Balcı & Ersin Eraslan, 2025. "Determination of the Convergence of Turkey and European Union Countries in Terms of Youth Labor Indicators by Cluster Analysis," Sustainability, MDPI, vol. 17(16), pages 1-25, August.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    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:gam:jecomi:v:13:y:2025:i:6:p:167-:d:1675694. 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 The email address of this maintainer does not seem to be valid anymore. Please ask MDPI Indexing Manager to update the entry or send us the correct address (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.