IDEAS home Printed from https://ideas.repec.org/a/gam/jecomi/v13y2025i6p167-d1675694.html
   My bibliography  Save this article

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. 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.
    3. 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.
    4. Maria Adamakou & Dimitris Kallioras & George Petrakos, 2021. "Detecting Convergence Trends among EU Universities," Economies, MDPI, vol. 9(2), pages 1-8, March.
    5. 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.
    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. Hans-Friedrich Eckey & Reinhold Kosfeld & Matthias Türck, 2007. "Regionale Entwicklung mit und ohne räumliche Spillover-Effekte," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 27(1), pages 23-42, February.
    2. Leonid A. Serkov & Mikhail B. Petrov & Konstantin B. Kozhov, 2022. "Ñluster-based econometric analysis to study the heterogeneity of Russian regions," Journal of New Economy, Ural State University of Economics, vol. 22(4), pages 78-96, January.
    3. Bernard Fingleton, 2005. "Towards applied geographical economics: modelling relative wage rates, incomes and prices for the regions of Great Britain," Applied Economics, Taylor & Francis Journals, vol. 37(21), pages 2417-2428.
    4. Emanuel Shachmurove & Yochanan Shachmurove, 2010. "Location, Location, Location: Entrepreneurial Finance Meets Economic Geography," PIER Working Paper Archive 10-030, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    5. Maparu, Tuhin Subhra & Mazumder, Tarak Nath, 2017. "Transport infrastructure, economic development and urbanization in India (1990–2011): Is there any causal relationship?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 100(C), pages 319-336.
    6. Xanthippe Adamoglou & Dimitris Kyrkilis, 2020. "MNEs Entry Strategies through a Distance Framework: A New Perspective," SPOUDAI Journal of Economics and Business, SPOUDAI Journal of Economics and Business, University of Piraeus, vol. 70(3-4), pages 83-105, July-Dece.
    7. Mokhele Masilonyane & Geyer Hermanus S., 2021. "A theoretical foundation for investigating the spatial economic attributes of airport-centric developments," Bulletin of Geography. Socio-economic Series, Sciendo, vol. 54(54), pages 21-31, December.
    8. Mark V. JANIKAS & Sergio J. REY, 2008. "On The Relationships Between Spatial Clustering, Inequality, And Economic Growth In The United States : 1969-2000," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 27, pages 13-34.
    9. Emerson Gomes Santos & Renato Garcia & Veneziano Araujo & Suelene Mascarini & Ariana Costa, 2021. "Spatial and non‐spatial proximity in university–industry collaboration: Mutual reinforcement and decreasing effects," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(4), pages 1249-1261, August.
    10. Kim, Ho Yeon, 2012. "Shrinking population and the urban hierarchy," IDE Discussion Papers 360, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    11. Pontus Braunerhjelm & Per Thulin, 2009. "Agglomeration, Relative Wage Costs and Foreign Direct Investment—Evidence from Swedish MNCs 1974–1998," Journal of Industry, Competition and Trade, Springer, vol. 9(3), pages 197-217, September.
    12. KEOGAN, Lucia & CALA, Carla Daniela & BELMARTINO, Andrea, 2020. "Perfiles Sectoriales De Especialización Productiva En Las Provincias Argentinas: Distribución Intersectorial Del Empleo Entre 1996 Y 2014," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 20(1), pages 59-76.
    13. Cezar TECLEAN & Gabriela DRĂGAN, 2020. "How to measure territorial accessibility. An accessibility evaluation model applied in the European Union space," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 11, pages 26-47, December.
    14. Meisel-Roca, Adolfo & Pérez-Valbuena, Gerson Javier, 2008. "Geografía física y poblamiento en la costa Caribe colombiana," Chapters, in: Bonet-Morón, Jaime Alfredo (ed.), Geografía económica y análisis espacial en Colombia, chapter 2, pages 47-106, Banco de la Republica de Colombia.
    15. Eduardo Haddad, 2012. "Progress on the Development of an Interregional Computable General Equilibrium Model for Lebanon: The Input-Output System," TD NEREUS 1-2012, Núcleo de Economia Regional e Urbana da Universidade de São Paulo (NEREUS).
    16. Katarina Bacic & Ivana Rasic Bakaric & Suncana Slijepcevic, 2017. "Sources of productivity differentials in manufacturing in post-transition urban South-East Europe," Working Papers 1706, The Institute of Economics, Zagreb.
    17. Pradhan, Jaya Prakash & Zohair, Mohammad, 2014. "Subnational Export Performance and Determinants: Evidence from Two Indian States," MPRA Paper 60029, University Library of Munich, Germany.
    18. Sabyasachi Tripathi, 2013. "Do Large Agglomerations Lead To Economic Growth? Evidence From Urban India," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 25(3), pages 176-200, November.
    19. Yishao Shi & Qianqian Yang & Liangliang Zhou & Shouzheng Shi, 2022. "Can Moderate Agricultural Scale Operations Be Developed against the Background of Plot Fragmentation and Land Dispersion? Evidence from the Suburbs of Shanghai," Sustainability, MDPI, vol. 14(14), pages 1-22, July.
    20. Guillermo Alexander Arévalo-Luna & Guillermo Alejandro Ar�valo Lizarazo, 2019. "Las zonas francas en Colombia: desarrollo empresarial y regional 2009 - 2016," Apuntes del Cenes, Universidad Pedagógica y Tecnológica de Colombia, vol. 38(68), pages 151-190.

    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 (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.