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The Spatiotemporal Distribution Characteristics and Influencing Factors of Unicorn Companies and Gazelle Companies in Jiangsu Province

Author

Listed:
  • Xueyu Li

    (School of Geographic Science, Nantong University, Nantong 226007, China)

  • Lei Ye

    (School of Geographic Science, Nantong University, Nantong 226007, China
    Yangtze River Economic Zone Research Institution of Jiangsu, Nantong 226007, China)

  • Huangwei Chen

    (School of Geographic Science, Nantong University, Nantong 226007, China)

Abstract

In recent years, Jiangsu Province has increasingly prioritized the coordinated regional development of innovation. Unicorn and gazelle companies, characterized by technological or business model innovation, serve as significant indicators of regional innovation capacity. Therefore, this study uses unicorn and gazelle companies recognized between 2020 and 2022 in Jiangsu Province as samples, employing ArcGIS and geographical detectors to investigate the spatial distribution characteristics and influencing factors of these companies, and to propose optimization strategies, with the aim of assessing the innovation landscape of Jiangsu Province. The key findings and conclusions are as follows: (1) over the past three years, the average nearest-neighbor distance decreased from 10.491 km to 1.706 km, indicating a significant spatial agglomeration; the peak core density of business clusters increased substantially, reflecting the growth in the number of companies as clustering deepened. (2) Unicorns and gazelles exhibit clear clustering characteristics. The standard deviation ellipse of unicorns is centered around Suzhou, while gazelles display a continuous distribution pattern in Southern and Central Jiangsu. (3) Geographical detector analysis reveals that the level of urban technological innovation is the most influential factor, with key determinants of distribution including total retail sales and patent grants. (4) To foster the development of unicorn and gazelle companies in Jiangsu, the government should focus on enhancing regional innovation capacity, ensuring the sustainable nurturing of innovative firms, and promoting the catalytic development of surrounding areas through core cities.

Suggested Citation

  • Xueyu Li & Lei Ye & Huangwei Chen, 2024. "The Spatiotemporal Distribution Characteristics and Influencing Factors of Unicorn Companies and Gazelle Companies in Jiangsu Province," Sustainability, MDPI, vol. 16(24), pages 1-28, December.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:24:p:11281-:d:1550556
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    References listed on IDEAS

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    1. Martin Kenney & John Zysman, 2019. "Unicorns, Cheshire cats, and the new dilemmas of entrepreneurial finance," Venture Capital, Taylor & Francis Journals, vol. 21(1), pages 35-50, January.
    2. Zoltán J. Ács & Pamela Mueller, 2015. "Employment effects of business dynamics: Mice, Gazelles and Elephants," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 16, pages 304-319, Edward Elgar Publishing.
    3. Renata Korsakienė & Svajonė Bekešienė & Šárka Hošková-Mayerová, 2019. "The effects of entrepreneurs’ characteristics on internationalisation of gazelle firms: a case of Lithuania," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 32(1), pages 2864-2881, January.
    4. Kuckertz, Andreas & Scheu, Maximilian & Davidsson, Per, 2023. "Chasing mythical creatures – A (not-so-sympathetic) critique of entrepreneurship's obsession with unicorn startups," Journal of Business Venturing Insights, Elsevier, vol. 19(C).
    5. Han Huang & Yang Zhou & Mingjie Qian & Zhaoqi Zeng, 2021. "Land Use Transition and Driving Forces in Chinese Loess Plateau: A Case Study from Pu County, Shanxi Province," Land, MDPI, vol. 10(1), pages 1-15, January.
    6. Pengwen Gao & Alimujiang Kasimu & Yongyu Zhao & Bing Lin & Jinpeng Chai & Tuersunayi Ruzi & Hemiao Zhao, 2020. "Evaluation of the Temporal and Spatial Changes of Ecological Quality in the Hami Oasis Based on RSEI," Sustainability, MDPI, vol. 12(18), pages 1-22, September.
    7. Du, Xiaosen & Zhou, Jing & Xiao, Chengyou, 2024. "Spatial effects and influencing factors of urban sustainable development: An analysis of urban agglomerations in China," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 556-575.
    8. Inessa Laur & Ingrid Mignon, 2021. "Match or mismatch between gazelle companies’ challenges and the support provided by intermediary actors – an empirical example of the construction industry," European Planning Studies, Taylor & Francis Journals, vol. 29(10), pages 1845-1869, October.
    9. Jaap W. B. Bos & Erik Stam, 2014. "Gazelles and industry growth: a study of young high-growth firms in The Netherlands," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(1), pages 145-169, February.
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