IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v11y2019i19p5399-d272043.html

Sports Industry Agglomeration and Green Economic Growth—Empirical Research Based on Panel Data of 30 Provinces and Cities in China

Author

Listed:
  • Jinfu Xu

    (Department of Public Sports, Fujian Jiangxia University, Fuzhou 350108, China)

  • Ruoyu Yang

    (College of Management and Economics, Tianjin University, Tianjin 300072, China)

Abstract

Based on the panel data of 30 provinces and cities in China from 2008 to 2017, this paper empirically analyzes the current situation of the development of China’s sports industry and the impact of the concentration of sports industry on green economic growth by using the exploratory spatial data analysis method (ESDA), static panel model and dynamic panel model. The empirical results show that the sports industry in the southeast coastal provinces of China has a good foundation for concentration. The sports industry concentration in the provinces along the Yangtze River Economic Belt is in the stage of rapid development. The development of sports industry concentration has obvious positive spatial aggregation characteristics, and the spatial spillover effect is obvious; The concentration of sports industry has a significant influence on green economic growth, which expresses the “inverted U-type” relationship. There are significant differences in influence between regions, which show the greatest influence in the middle, followed by the east and the smallest in the west.

Suggested Citation

  • Jinfu Xu & Ruoyu Yang, 2019. "Sports Industry Agglomeration and Green Economic Growth—Empirical Research Based on Panel Data of 30 Provinces and Cities in China," Sustainability, MDPI, vol. 11(19), pages 1-20, September.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:19:p:5399-:d:272043
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/11/19/5399/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/11/19/5399/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Paul Krugman & Anthony J. Venables, 1995. "Globalization and the Inequality of Nations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 857-880.
    2. Martin, Philippe & Ottaviano, Gianmarco I P, 2001. "Growth and Agglomeration," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 42(4), pages 947-968, November.
    3. Ellison, Glenn & Glaeser, Edward L, 1997. "Geographic Concentration in U.S. Manufacturing Industries: A Dartboard Approach," Journal of Political Economy, University of Chicago Press, vol. 105(5), pages 889-927, October.
    4. Taskin, Fatma & Zaim, Osman, 2001. "The role of international trade on environmental efficiency: a DEA approach," Economic Modelling, Elsevier, vol. 18(1), pages 1-17, January.
    5. repec:fth:iniesr:430 is not listed on IDEAS
    6. Zeng, Dao-Zhi & Zhao, Laixun, 2009. "Pollution havens and industrial agglomeration," Journal of Environmental Economics and Management, Elsevier, vol. 58(2), pages 141-153, September.
    7. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    8. Ruoyu Yang & Weidong Chen, 2019. "Spatial Correlation, Influencing Factors and Environmental Supervision on Mechanism Construction of Atmospheric Pollution: An Empirical Study on SO 2 Emissions in China," Sustainability, MDPI, vol. 11(6), pages 1-13, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yuanyuan Hao & Mengyuan Kong, 2022. "Economic effect of the golf simulation industry in Korea: an analysis based on the SVAR model," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 9(1), pages 1-11, December.
    2. Zhenjie Guo & Norita. E. Manly, 2024. "RETRACTED ARTICLE: Unlocking the Economic Potential of Sports Lottery in China: A Knowledge-Based Economy Perspective Enhanced by Artificial Intelligence," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 12919-12945, September.
    3. Yang Ding & Gang Chen, 2022. "How Do Innovation-Driven Policies Help Sports Firms Sustain Growth? The Mediating Role of R&D Investment," Sustainability, MDPI, vol. 14(23), pages 1-21, November.
    4. Ying Song & Lu Yang & Stavros Sindakis & Sakshi Aggarwal & Charles Chen, 2023. "Analyzing the Role of High-Tech Industrial Agglomeration in Green Transformation and Upgrading of Manufacturing Industry: the Case of China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 3847-3877, December.
    5. ChenChen Wu, 2025. "The Impact of Sports Industry Output on Economic Growth: Evidence from China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(2), pages 8420-8440, June.
    6. Shaoxiong Yang & Jinfu Xu & Ruoyu Yang, 2020. "Research on Coordination and Driving Factors of Sports Industry and Regional Sustainable Development—Empirical Research Based on Panel Data of Provinces and Cities in Eastern China," Sustainability, MDPI, vol. 12(3), pages 1-21, January.
    7. Zhihao Zhai & Manyu Du & Hengran Meng, 2024. "The sports industry and its effect on the quality of life and regional development," Social Science Quarterly, Southwestern Social Science Association, vol. 105(3), pages 744-759, May.
    8. Hongmei Chen & Songlin Cai, 2023. "Research on Evaluation and Influencing Factors of Regional Digital Innovation Ecosystem Resilience—Empirical Research Based on Panel Data of 30 Provinces and Cities in China," Sustainability, MDPI, vol. 15(13), pages 1-20, July.
    9. Lin Zhuo & Xiangfeng Guan & Songzhong Ye, 2020. "Quantitative Evaluation and Prediction Analysis of the Healthy and Sustainable Development of China’s Sports Industry," Sustainability, MDPI, vol. 12(6), pages 1-16, March.

    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. Yanxin Hu & Xiang Li, 2026. "The effects of industrial agglomeration on ecological efficiency in China: evidence from manufacturing industry panel data," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 28(4), pages 10185-10218, April.
    2. Helena Marques, 2008. "Trade And Factor Flows In A Diverse Eu: What Lessons For The Eastern Enlargement(S)?," Journal of Economic Surveys, Wiley Blackwell, vol. 22(2), pages 364-408, April.
    3. Bagoulla, Corinne & Péridy, Nicolas, 2011. "Market access and the other determinants of North–South manufacturing location choice: An application to the Euro-Mediterranean area," Economic Systems, Elsevier, vol. 35(4), pages 537-561.
    4. Fabio Cerina & Francesco Pigliaru, 2007. "Agglomeration and Growth in the NEG: A Critical Assessment," Chapters, in: Bernard Fingleton (ed.), New Directions in Economic Geography, chapter 5, Edward Elgar Publishing.
    5. Éléonore Boiscuvier, 2001. "Innovation, intégration et développement régional," L'Actualité Economique, Société Canadienne de Science Economique, vol. 77(2), pages 255-280.
    6. Steven Klepper, 2010. "The Origin and Growth of Industry Clusters: The Making of Silicon Valley and Detroit," NBER Chapters, in: Cities and Entrepreneurship, National Bureau of Economic Research, Inc.
    7. Nicole Litzel & Joachim Möller, 2011. "Industrial Clusters and Economic Integration: Theoretic Concepts and an Application to the European Metropolitan Region Nuremberg," Chapters, in: Miroslav N. Jovanović (ed.), International Handbook on the Economics of Integration, Volume II, chapter 12, Edward Elgar Publishing.
    8. Valentina Lapo, 2010. "Spatial concentration of production and investor expectations: the analysis of branch attraction of investments into regions," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 18(2), pages 3-19.
    9. Simonetta Longhi & Peter Nijkamp & Iulia Traistaru, 2003. "Determinants of Manufacturing Location in EU Accession Countries," ERSA conference papers ersa03p310, European Regional Science Association.
    10. Qin, Quande & Yu, Ying & Liu, Yuan & Zhou, Jianqing & Chen, Xiude, 2023. "Industrial agglomeration and energy efficiency: A new perspective from market integration," Energy Policy, Elsevier, vol. 183(C).
    11. Gianmarco Ottaviano, 2003. "Regional Policy in the Global Economy: Insights from New Economic Geography," Regional Studies, Taylor & Francis Journals, vol. 37(6-7), pages 665-673.
    12. BARRIOS, Salvador & BERTINELLI, Luisito & STROBL, Eric, 2002. "Coagglomeration and growth," LIDAM Discussion Papers CORE 2002053, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    13. Hiroki KONDO, 2025. "Intergenerational Decision on Education and Migration within a Family in a Spatial Agglomeration Model," Discussion papers 25120, Research Institute of Economy, Trade and Industry (RIETI).
    14. Kristian Behrens & W. Mark Brown & Théophile Bougna, 2018. "The World Is Not Yet Flat: Transport Costs Matter!," The Review of Economics and Statistics, MIT Press, vol. 100(4), pages 712-724, October.
    15. Lapo Valentina, 2003. "Spatial distribution of investment in Russia: the effect of agglomeration," EERC Working Paper Series 01-087e, EERC Research Network, Russia and CIS.
    16. Xu, Cheng-Gang & Guo, Di & Jiang, Kun & Yang, Xiyi, 2017. "Clustering, Growth, and Inequality in China," CEPR Discussion Papers 12543, Centre for Economic Policy Research.
    17. Stephen J. Redding, 2013. "Economic Geography: A Review of the Theoretical and Empirical Literature," Palgrave Macmillan Books, in: Daniel Bernhofen & Rod Falvey & David Greenaway & Udo Kreickemeier (ed.), Palgrave Handbook of International Trade, chapter 16, pages 497-531, Palgrave Macmillan.
    18. Klein, Alexander, 2023. "From the Manufacturing Belt to the Rust Belt. Spatial Inequalities in the United States: An Interdisciplinary Literature Review," CAGE Online Working Paper Series 657, Competitive Advantage in the Global Economy (CAGE).
    19. Maria Florencia Granato, 2011. "REGIONAL NEW ECONOMIC GEOGRAPHY (refereed paper)," ERSA conference papers ersa10p747, European Regional Science Association.
    20. Thomas Gries & Tobias Heinrich, 2004. "Regional Growth and Development without Scale Effects – a Simple Model of Endogenous Formation of Regions," DEGIT Conference Papers c009_022, DEGIT, Dynamics, Economic Growth, and International Trade.

    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:jsusta:v:11:y:2019:i:19:p:5399-:d:272043. 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.