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Spatial Distribution Pattern of the Headquarters of Listed Firms in China

Author

Listed:
  • Ling Zhang

    (School of Economics, Peking University, 5 Summer Palace Road, Haidian District, Beijing 100871, China)

  • Hui Zhang

    (School of Economics, Peking University, 5 Summer Palace Road, Haidian District, Beijing 100871, China)

  • Hao Yang

    (Beijing Academy of Social Sciences, 33 North Fourth Ring Road, Chaoyang District, Beijing 100101, China)

Abstract

This study chose 4667 listed firms with headquarters in China as the research objects. The spatial aggregations of headquarters in sub-periods and subsectors were investigated based on prefecture-level cities using Global Moran’s I statistic, the Getis-Ord Gi* statistic, and kernel density estimation. The spatial association and frequent patterns of headquarters belonging to different sectors were analyzed using the Apriori algorithm. The results showed the following: (1) Most headquarters of listed firms agglomerate around megacities and concentrate in the coastal regions. (2) Many prefer that headquarters be located in an area within a 5 km radius, forming the pivotal local industry cluster. (3) Industrial, information technology, and consumer discretionary firms show a higher degree of agglomeration than materials and health care firms. Materials and consumer discretionary industries have a stronger spillover effect on surrounding cities compared to industrial, information technology, and health care firms. (4) Service industries show a strong spatial association with other sectors at all distance thresholds and frequent items. These results can provide a reference for future considerations of headquarters locations, industrial development, and the reshaping of urban networks.

Suggested Citation

  • Ling Zhang & Hui Zhang & Hao Yang, 2018. "Spatial Distribution Pattern of the Headquarters of Listed Firms in China," Sustainability, MDPI, vol. 10(7), pages 1-20, July.
    • Handle: RePEc:gam:jsusta:v:10:y:2018:i:7:p:2564-:d:159306
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    References listed on IDEAS

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    1. Julian di Giovanni & Andrei A. Levchenko & Isabelle Mejean, 2014. "Firms, Destinations, and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 82(4), pages 1303-1340, July.
    2. Davis, James C. & Henderson, J. Vernon, 2008. "The agglomeration of headquarters," Regional Science and Urban Economics, Elsevier, vol. 38(5), pages 445-460, September.
    3. Alex Bryson & John Forth & Minghai Zhou, 2014. "Same or Different? The CEO Labour Market in China's Public Listed Companies," Economic Journal, Royal Economic Society, vol. 124(574), pages 90-108, February.
    4. Daron Acemoglu & Vasco M. Carvalho & Asuman Ozdaglar & Alireza Tahbaz‐Salehi, 2012. "The Network Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 80(5), pages 1977-2016, September.
    5. Gao, Baojun & Chan, Wai Kin (Victor) & Li, Hongyi, 2015. "On the increasing inequality in size distribution of China's listed companies," China Economic Review, Elsevier, vol. 36(C), pages 25-41.
    6. Germà Bel & Xavier Fageda, 2008. "Getting there fast: globalization, intercontinental flights and location of headquarters," Journal of Economic Geography, Oxford University Press, vol. 8(4), pages 471-495, July.
    7. Chen, Gongmeng & Firth, Michael & Xu, Liping, 2009. "Does the type of ownership control matter? Evidence from China's listed companies," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 171-181, January.
    8. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    9. Birkinshaw, Julian & Braunerhjelm, Pontus & Holm, Ulf & Terjesen, Siri, 2006. "Why Do Some Multinational Corporations Relocate Their Headquarters Overseas?," Working Paper Series in Economics and Institutions of Innovation 54, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    10. Xiping Wang & Lei Du, 2017. "Carbon Emission Performance of China's Power Industry: Regional Disparity and Spatial Analysis," Journal of Industrial Ecology, Yale University, vol. 21(5), pages 1323-1332, October.
    11. Li, Jizhong & Jiang, Fuming & Shen, Jie, 2016. "Institutional distance and the quality of the headquarters–subsidiary relationship: The moderating role of the institutionalization of headquarters’ practices in subsidiaries," International Business Review, Elsevier, vol. 25(2), pages 589-603.
    12. Cho, Yoonyoung & Honorati, Maddalena, 2014. "Entrepreneurship programs in developing countries: A meta regression analysis," Labour Economics, Elsevier, vol. 28(C), pages 110-130.
    13. Huang, Qiong & Chand, Satish, 2015. "Spatial spillovers of regional wages: Evidence from Chinese provinces," China Economic Review, Elsevier, vol. 32(C), pages 97-109.
    14. Xufei Ma & Andrew Delios & Chung-Ming Lau, 2013. "Beijing or Shanghai? The strategic location choice of large MNEs’ host-country headquarters in China," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 44(9), pages 953-961, December.
    15. Card, David & Hallock, Kevin F. & Moretti, Enrico, 2010. "The geography of giving: The effect of corporate headquarters on local charities," Journal of Public Economics, Elsevier, vol. 94(3-4), pages 222-234, April.
    16. Mai, Yong & Meng, Lei & Ye, Zhiqiang, 2017. "Regional variation in the capital structure adjustment speed of listed firms: Evidence from China," Economic Modelling, Elsevier, vol. 64(C), pages 288-294.
    17. Bas Karreman & Bert van der Knaap, 2012. "The geography of equity listing and financial centre competition in mainland China and Hong Kong," Journal of Economic Geography, Oxford University Press, vol. 12(4), pages 899-922, July.
    18. Atikaimu Wubuli & Feng Xue & Daobin Jiang & Xuemei Yao & Halmurat Upur & Qimanguli Wushouer, 2015. "Socio-Demographic Predictors and Distribution of Pulmonary Tuberculosis (TB) in Xinjiang, China: A Spatial Analysis," PLOS ONE, Public Library of Science, vol. 10(12), pages 1-22, December.
    19. Cong Wang & Jakob B. Madsen & Bodo Steiner, 2017. "Industry diversity, competition and firm relatedness: the impact on employment before and after the 2008 global financial crisis," Regional Studies, Taylor & Francis Journals, vol. 51(12), pages 1801-1814, December.
    20. Matthew Tonts & Michael Taylor, 2010. "Corporate Location, Concentration and Performance: Large Company Headquarters in the Australian Urban System," Urban Studies, Urban Studies Journal Limited, vol. 47(12), pages 2641-2664, November.
    21. Julian Birkinshaw & Tina C. Ambos & Cyril Bouquet, 2017. "Boundary Spanning Activities of Corporate HQ Executives Insights from a Longitudinal Study," Journal of Management Studies, Wiley Blackwell, vol. 54(4), pages 422-454, June.
    22. Matthew Tonts & Michael Taylor, 2013. "The Shifting Geography of Corporate Headquarters in Australia: A Longitudinal Analysis," Regional Studies, Taylor & Francis Journals, vol. 47(9), pages 1507-1522, October.
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    3. Huasheng Zhu & Ruobin Liu & Bo Chen, 2023. "The Rise of Specialized and Innovative Little Giant Enterprises under China’s ‘Dual Circulation’ Development Pattern: An Analysis of Spatial Patterns and Determinants," Land, MDPI, vol. 12(1), pages 1-26, January.
    4. Ling Zhang, 2024. "Spatial agglomeration of information services industry and its evolution: Evidence from the Pearl River Delta, China," Growth and Change, Wiley Blackwell, vol. 55(1), March.

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