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The Spatial Pattern and Influencing Factors of Urban Knowledge-Intensive Business Services: A Case Study of Wuhan Metropolitan Area, China

Author

Listed:
  • Zilu Ma

    (School of Architecture & Urban Planning, Chongqing Jiaotong University, Chongqing 400074, China
    School of Architecture & Urban Planning, Huazhong University of Science and Technology, Wuhan 430074, China)

  • Yaping Huang

    (School of Architecture & Urban Planning, Huazhong University of Science and Technology, Wuhan 430074, China
    Hubei Engineering and Technology Research Center of Urbanization, Wuhan 430074, China)

Abstract

Knowledge-intensive business services (KIBSs) are key links in leading the sustainable development of cities. Studying the spatial pattern and influencing factors of urban KIBSs can help improve the utilization of KIBS resources. Taking the Wuhan metropolitan area as a case study, based on data from industrial and commercial registration enterprises, this study uses the multi-ring buffer zone analysis and kernel density estimation method to analyze the spatial pattern of KIBS, and uses a negative binomial regression model to detect the influencing factors of the spatial pattern of KIBS. The results show that: (1) KIBSs are mainly distributed in the inner suburbs, presenting a multi-center spatial pattern, exhibiting the law of agglomeration along entrepreneurial streets, headquarter bases, science and technology parks, university clusters, business centers, and industrial bases. Obvious differences exist in the spatial patterns of KIBS sub-sectors. (2) Land price, traffic conditions, office space, commercial environment, technology factors, industry diversity, incubation environment, investment environment, manufacturing foundation, agglomeration factors, and policy factors are the main factors affecting the spatial patterns of KIBSs. There are differences in the impact of influencing factors on KIBS sub-sectors. The results can provide a decision-making basis for the rational layout and planning of urban KIBSs in the post-industrial era.

Suggested Citation

  • Zilu Ma & Yaping Huang, 2024. "The Spatial Pattern and Influencing Factors of Urban Knowledge-Intensive Business Services: A Case Study of Wuhan Metropolitan Area, China," Sustainability, MDPI, vol. 16(3), pages 1-16, January.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:3:p:1110-:d:1328123
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    References listed on IDEAS

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    Cited by:

    1. Yong Jae Shin, 2025. "KIBS Driving Sustainable Economic Growth: A Comparative Analysis of South Korea and the United States (2010–2020)," Sustainability, MDPI, vol. 17(7), pages 1-28, March.
    2. Mauricio Gasparote & Luan Marca & Augusto Mussi Alvim, 2026. "The Potential of Science and Technology Parks on Generating High-Complexity Jobs in the State of Rio Grande do Sul—Brazil," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 17(2), pages 4088-4119, April.

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