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A Framework for Spatiotemporal Analysis of Regional Economic Agglomeration Patterns

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  • Rui Jin

    (Department of Surveying and Geo-Informatics, Central South University, Changsha 410084, China)

  • Jianya Gong

    (School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China)

  • Min Deng

    (Department of Surveying and Geo-Informatics, Central South University, Changsha 410084, China)

  • Yiliang Wan

    (College of Resources and Environment Sciences, Hunan Normal University, Changsha 410081, China
    Key Laboratory of Geospatial Big Data Mining and Application, Hunan Province, Changsha 410081, China)

  • Xuexi Yang

    (Department of Surveying and Geo-Informatics, Central South University, Changsha 410084, China)

Abstract

Understanding regional economic agglomeration patterns is critical for sustainable economic development, urban planning and proper utilization of regional resources. Taking Guangdong Province of China as the study area, this paper introduces a comprehensive research framework for analyzing regional economic agglomeration patterns and understanding their spatiotemporal characteristics. First, convergence and autocorrelation methods are applied to understand the economic spatial patterns. Then, the intercity spatial interaction model (ISIM) is proposed to measure the strength of interplay among cities, and social network analysis (SNA) based on the ISIM is utilized, which is designed to reveal the network characteristics of economic agglomerations. Finally, we perform a spatial panel data analysis to comprehensively interpret the influences of regional economic agglomerations. The results indicate that from 2001 to 2016, the economy in Guangdong showed a double-core/peripheral pattern of convergence, with strengthened intercity interactions. The strength and external spillover effects of Guangzhou and Shenzhen enhanced, while Foshan and Dongguan had relatively strong absorptive abilities. Moreover, expanding regional communication and cooperation is key to enhancing vigorous economic agglomerations and regional network ties in Guangdong by spatial panel data analysis. Our results show that this is a suitable method of reflecting regional economic agglomeration process and its spatiotemporal pattern.

Suggested Citation

  • Rui Jin & Jianya Gong & Min Deng & Yiliang Wan & Xuexi Yang, 2018. "A Framework for Spatiotemporal Analysis of Regional Economic Agglomeration Patterns," Sustainability, MDPI, vol. 10(8), pages 1-22, August.
    • Handle: RePEc:gam:jsusta:v:10:y:2018:i:8:p:2800-:d:162439
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    as
    1. Daniel Ştefan Armeanu & Georgeta Vintilă & Ştefan Cristian Gherghina, 2017. "Empirical Study towards the Drivers of Sustainable Economic Growth in EU-28 Countries," Sustainability, MDPI, vol. 10(1), pages 1-22, December.
    2. Sala-i-Martin, Xavier X, 1996. "The Classical Approach to Convergence Analysis," Economic Journal, Royal Economic Society, vol. 106(437), pages 1019-1036, July.
    3. César Ducruet & Laurent Beauguitte, 2014. "Network science and spatial science : Review and outcomes of a complex relationship," Post-Print hal-03246947, HAL.
    4. Lessmann, Christian, 2014. "Spatial inequality and development — Is there an inverted-U relationship?," Journal of Development Economics, Elsevier, vol. 106(C), pages 35-51.
    5. Baldwin, Richard E. & Martin, Philippe, 2004. "Agglomeration and regional growth," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 60, pages 2671-2711, Elsevier.
    6. Fujita, Masahisa & Thisse, Jacques-François, 2009. "New Economic Geography: An appraisal on the occasion of Paul Krugman's 2008 Nobel Prize in Economic Sciences," Regional Science and Urban Economics, Elsevier, vol. 39(2), pages 109-119, March.
    7. John M. Quigley, 2008. "Urbanization, Agglomeration, and Economic Development," World Bank Publications - Books, The World Bank Group, number 28042.
    8. 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.
    9. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    10. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    11. Fan, Shenggen & Zhang, Xiaobo, 2004. "Infrastructure and regional economic development in rural China," China Economic Review, Elsevier, vol. 15(2), pages 203-214.
    12. Fujita,Masahisa & Thisse,Jacques-François, 2013. "Economics of Agglomeration," Cambridge Books, Cambridge University Press, number 9781107001411, September.
    13. Xu Zhang, 2014. "The Impact of Industrial Agglomeration on Firm Employment and Productivity in Guangdong Province, China," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 4(10), pages 1389-1408, October.
    14. Thisse, Jacques-François & Fujita, Masahisa, 2008. "New Economic Geography: an appraisal on the occasion of Paul Krugman's 2008 Nobel Prize in Economics," CEPR Discussion Papers 7063, C.E.P.R. Discussion Papers.
    15. Peter Egger & Michael Pfaffermayr, 2003. "The proper panel econometric specification of the gravity equation: A three-way model with bilateral interaction effects," Empirical Economics, Springer, vol. 28(3), pages 571-580, July.
    16. James E. Anderson, 2011. "The Gravity Model," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 133-160, September.
    17. J. Paul Elhorst, 2003. "Specification and Estimation of Spatial Panel Data Models," International Regional Science Review, , vol. 26(3), pages 244-268, July.
    18. César Ducruet & Laurent Beauguitte, 2014. "Spatial Science and Network Science: Review and Outcomes of a Complex Relationship," Networks and Spatial Economics, Springer, vol. 14(3), pages 297-316, December.
    19. T. W. Swan, 1956. "ECONOMIC GROWTH and CAPITAL ACCUMULATION," The Economic Record, The Economic Society of Australia, vol. 32(2), pages 334-361, November.
    20. Jiang, Xiushan & He, Xiang & Zhang, Lei & Qin, Huanhuan & Shao, Fengru, 2017. "Multimodal transportation infrastructure investment and regional economic development: A structural equation modeling empirical analysis in China from 1986 to 2011," Transport Policy, Elsevier, vol. 54(C), pages 43-52.
    21. Xu Zhang, 2014. "The Impact of Industrial Agglomeration on Firm Employment and Productivity in Guangdong Province, China," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 4(10), pages 1389-1408.
    22. Albert N. Link & John T. Scott, 2013. "Introduction," Science, Technology, and Innovation Policy, in: Bending the Arc of Innovation: Public Support of R&D in Small, Entrepreneurial Firms, chapter 1, pages 1-5, Palgrave Macmillan.
    23. Xiangwei Sun & Fei Chen & Geoffrey J. D. Hewings, 2017. "Spatial Perspective on Regional Growth in China: Evidence from an Extended Neoclassic Growth Model," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(9), pages 2063-2081, September.
    24. Baltagi, Badi H., 2015. "The Oxford Handbook of Panel Data," OUP Catalogue, Oxford University Press, number 9780199940042.
    25. Guanghua Wan & Peter J. Morgan & Robert J. Barro, 2016. "Economic Growth and Convergence, Applied to China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 24(5), pages 5-19, September.
    26. Robert J. Barro, 2016. "Economic Growth and Convergence, Applied Especially to China," NBER Working Papers 21872, National Bureau of Economic Research, Inc.
    27. Joanna Borowczyk, 2018. "Sustainable Urban Development: Spatial Analyses as Novel Tools for Planning a Universally Designed City," Sustainability, MDPI, vol. 10(5), pages 1-16, May.
    28. Antonio Ricci, Luca, 1999. "Economic geography and comparative advantage:: Agglomeration versus specialization," European Economic Review, Elsevier, vol. 43(2), pages 357-377, February.
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    Cited by:

    1. Lu Yang & Dan Wu & Shuhui Cao & Weinan Zhang & Zebin Zheng & Li Liu, 2022. "Transportation Interrelation Embedded in Regional Development: The Characteristics and Drivers of Road Transportation Interrelation in Guangdong Province, China," Sustainability, MDPI, vol. 14(10), pages 1-18, May.
    2. Chengfu Wang & Lijun Song & Haoqi Lu & Shuxin Zheng & Chengfeng Huang, 2022. "Assessing the Economic Energy Level of the Chengdu–Chongqing Economic Circle: An Integrative Perspective of “Field Source” and “Field”," Sustainability, MDPI, vol. 14(16), pages 1-22, August.
    3. Hongyan Shen & Fei Teng & Jinping Song, 2018. "Evaluation of Spatial Balance of China’s Regional Development," Sustainability, MDPI, vol. 10(9), pages 1-16, September.

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