IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v11y2019i6p1783-d216847.html
   My bibliography  Save this article

Spatial Analysis of Big Data Industrial Agglomeration and Development in China

Author

Listed:
  • Yanru Lu

    (Department of Geography, National University of Singapore, Singapore 117570, Singapore)

  • Kai Cao

    (Department of Geography, National University of Singapore, Singapore 117570, Singapore)

Abstract

Nowadays, our daily life constantly creates and needs to utilize tremendous amounts of datasets. Fortunately, the technologies of the internet, both in software and hardware, have the capability to transmit, store, and operate big data. With China being the most populous country in the world, developing the big data industry is, therefore, seen as an urgent task. As generating industrial agglomeration is important for forming a mature industry, this study aims to characterize the phenomenon of big data industrial agglomeration in China, and to identify the factors for developing the big data industry using spatial analysis approaches and GIS technology from a geographer’s perspective. The problems and strengths of these representative cities are discussed, from which the solutions and the possible directions for the future are also provided. The findings argued that China is still at the primary stage of the development in the big data industry. Only several cities had the presence of a strong agglomeration, but the intercity space spillover was weak. However, comparing the changes in industry distribution, the trend of agglomeration have appeared, and the benefits of industrial agglomeration have also worked. The principal factors of the big data industry and its agglomeration include the support of government and the outstanding higher education agglomeration. In addition, it was also noted that each city has its own characteristics and potentials to attract more big data enterprises, talent, and investment.

Suggested Citation

  • Yanru Lu & Kai Cao, 2019. "Spatial Analysis of Big Data Industrial Agglomeration and Development in China," Sustainability, MDPI, vol. 11(6), pages 1-22, March.
  • Handle: RePEc:gam:jsusta:v:11:y:2019:i:6:p:1783-:d:216847
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/11/6/1783/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/11/6/1783/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. C. Cindy Fan & Allen J. Scott, 2003. "Industrial Agglomeration and Development: A Survey of Spatial Economic Issues in East Asia and a Statistical Analysis of Chinese Regions," Economic Geography, Taylor & Francis Journals, vol. 79(3), pages 295-319, July.
    2. Fabienne Boudier‐Bensebaa, 2005. "Agglomeration economies and location choice: Foreign direct investment in Hungary," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 13(4), pages 605-628, October.
    3. Guimaraes, Paulo & Figueiredo, Octavio & Woodward, Douglas, 2000. "Agglomeration and the Location of Foreign Direct Investment in Portugal," Journal of Urban Economics, Elsevier, vol. 47(1), pages 115-135, January.
    4. Attila Varga & Dimitrios Pontikakis & George Chorafakis, 2014. "Metropolitan Edison and cosmopolitan Pasteur? Agglomeration and interregional research network effects on European R&D productivity," Journal of Economic Geography, Oxford University Press, vol. 14(2), pages 229-263.
    5. Audretsch, David B, 1998. "Agglomeration and the Location of Innovative Activity," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 14(2), pages 18-29, Summer.
    6. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    7. Du, Julan & Lu, Yi & Tao, Zhigang, 2008. "Economic institutions and FDI location choice: Evidence from US multinationals in China," Journal of Comparative Economics, Elsevier, vol. 36(3), pages 412-429, September.
    8. Dan O'Donoghue & Bill Gleave, 2004. "A Note on Methods for Measuring Industrial Agglomeration," Regional Studies, Taylor & Francis Journals, vol. 38(4), pages 419-427.
    9. Miltiadis D. Lytras & Vijay Raghavan & Ernesto Damiani, 2017. "Big Data and Data Analytics Research: From Metaphors to Value Space for Collective Wisdom in Human Decision Making and Smart Machines," International Journal on Semantic Web and Information Systems (IJSWIS), IGI Global, vol. 13(1), pages 1-10, January.
    10. Michael Porter, 1994. "The Role of Location in Competition," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 1(1), pages 35-40.
    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. Suhua Zhang & Yasmin Bani & Aslam Izah Selamat & Judhiana Abdul Ghani, 2022. "Impact of Industrial Agglomeration on China’s Residents’ Consumption," Sustainability, MDPI, vol. 14(7), pages 1-18, April.
    2. Yihan Chi & Yongheng Fang & Jiamin Liu, 2022. "Spatial–Temporal Evolution Characteristics and Economic Effects of China’s Cultural and Tourism Industries’ Collaborative Agglomeration," Sustainability, MDPI, vol. 14(22), pages 1-23, November.
    3. Marcel Dama dié, 2020. "Cultural Action and Regional Economic Development: An Audit in the Cameroonian Context," Economics Bulletin, AccessEcon, vol. 40(1), pages 516-533.
    4. Zhang, Lin & He, Xiaoxia & Jia, Zhenli, 2023. "Industrial agglomeration, public services and city size: Evidence from 286 cities in China," Land Use Policy, Elsevier, vol. 131(C).
    5. Devesh Singh, 2022. "Cluster Space Among Labor Productivity, Urbanization, and Agglomeration of Industries in Hungary," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(2), pages 1008-1027, June.
    6. Dai Debao & Ma Yinxia & Zhao Min, 2021. "Analysis of big data job requirements based on K-means text clustering in China," PLOS ONE, Public Library of Science, vol. 16(8), pages 1-14, August.

    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. Shima’a Hanafy, 2014. "Determinants of FDI Location in Egypt: Empirical Analysis Using Governorate Panel Data," Working Papers 875, Economic Research Forum, revised Nov 2014.
    2. Chih-Hai Yang & Chung-Yueh Chiu & Meng-Wen Tsou, 2017. "Location Choice of Multinational and Local Firms in Vietnam: Birds of a Feather Flock Together?," The Japanese Economic Review, Japanese Economic Association, vol. 68(1), pages 95-114, March.
    3. Enrique Claver-Cortés & Bartolomé Marco-Lajara & Pedro Seva-Larrosa & Lorena Ruiz-Fernández & Eduardo Sánchez-García, 2020. "Explanatory Factors of Entrepreneurship in Food and Beverage Clusters in Spain," Sustainability, MDPI, vol. 12(14), pages 1-22, July.
    4. Nielsen, Bo Bernhard & Asmussen, Christian Geisler & Weatherall, Cecilie Dohlmann, 2017. "The location choice of foreign direct investments: Empirical evidence and methodological challenges," Journal of World Business, Elsevier, vol. 52(1), pages 62-82.
    5. Shima'a Hanafy, 2015. "Determinants of FDI Location in Egypt—Empirical Analysis Using Governorate Panel Data," MAGKS Papers on Economics 201513, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    6. Blanc-Brude, Frédéric & Cookson, Graham & Piesse, Jenifer & Strange, Roger, 2014. "The FDI location decision: Distance and the effects of spatial dependence," International Business Review, Elsevier, vol. 23(4), pages 797-810.
    7. Elina De Simone & Marcella D’Uva, 2017. "Social Support, Industrial Parks and FDI Location Choice Across Hungarian Counties," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 133(3), pages 1031-1045, September.
    8. Angels Pelegrín Solé, 2004. "Regional distribution of foreign manufacturing investment in Spain. Do agglomeration economies matter?," ERSA conference papers ersa04p682, European Regional Science Association.
    9. Andrzej CieŚlik, 2013. "Determinants of the Location of Foreign Firms in P olish Regions: Does Firm Size Matter?," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 104(2), pages 175-193, April.
    10. Andrea Gauselmann & Philipp Marek, 2012. "Regional determinants of MNE’s location choice in post-transition economies," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 39(4), pages 487-511, November.
    11. Kevin P. Heanue, 2008. "Measuring Industrial Agglomeration in a Rural Industry: The Case of Irish Furniture Manufacturing," Working Papers 0830, Rural Economy and Development Programme,Teagasc.
    12. Ilona Elzbieta Serwicka & Jonathan Jones & Colin Wren, 2014. "The Motives for the FDI Location Choice in the `Old' and `New' Europe," ERSA conference papers ersa14p255, European Regional Science Association.
    13. Benner, Maximilian, 2009. "What do we know about clusters? In search of effective cluster policies," MPRA Paper 43848, University Library of Munich, Germany, revised 2009.
    14. Chidlow, Agnieszka & Holmström-Lind, Christine & Holm, Ulf & Tallman, Steve, 2015. "Do I stay or do I go? Sub-national drivers for post-entry subsidiary development," International Business Review, Elsevier, vol. 24(2), pages 266-275.
    15. Fiona Kun Yao & Luqun Xie & Jiatao Li & Mingrui Xu, 2023. "Subnational-level government influence and FDI location choices: The moderating roles of resource dependence relations," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 54(6), pages 1027-1054, August.
    16. Giorgia Giovannetti & Gianluca Santoni & Giulio Vannelli, 2023. "Securing Foreign Markets: Exports, Relational Specificity and New Investment Locations," Working Papers 2023-03, CEPII research center.
    17. repec:asg:wpaper:1025 is not listed on IDEAS
    18. Laura de Dominicis & Raymond J.G.M. Florax & Henri L.F. de Groot, 2013. "Regional clusters of innovative activity in Europe: are social capital and geographical proximity key determinants?," Applied Economics, Taylor & Francis Journals, vol. 45(17), pages 2325-2335, June.
    19. Simon X. B. Zhao & David W. H. Wong & David W. S. Wong & Y. P. Jiang, 2020. "Ever‐transient FDI and ever‐polarizing regional development: Revisiting conventional theories of regional development in the context of China, Southeast and South Asia," Growth and Change, Wiley Blackwell, vol. 51(1), pages 338-361, March.
    20. repec:rri:wpaper:200709 is not listed on IDEAS
    21. Sarker, Bibhuti & Serieux, John, 2023. "Multilevel determinants of FDI: A regional comparative analysis," Economic Systems, Elsevier, vol. 47(3).
    22. Kawai, Norifumi, 2006. "Spatial determinants of Japanese manufacturing firms in the Czech Republic," Working Papers on East Asian Studies 71/2006, University of Duisburg-Essen, Institute of East Asian Studies IN-EAST.

    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:6:p:1783-:d:216847. 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.