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Environmental Regulation and Industrial Structure Change in China: Integrating Spatial and Social Network Analysis

Author

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  • Zhaohui Chong

    (School of Economics, Jinan University, Guangzhou 510632, China)

  • Chenglin Qin

    (School of Economics, Jinan University, Guangzhou 510632, China)

  • Xinyue Ye

    (Department of Geography and Computational Social Science Lab, Kent State University, Kent, OH 44240, USA)

Abstract

Social networking has become a crucial factor affecting regional economic activities. Employing the panel data of the Yangtze River Delta and the Pearl River Delta in China, we examine the influence of environmental regulation on industrial structure and the role that social networks play in the spillover effect. Using the social media data from the Weibo API and the geo-information of enterprises, we construct the Weibo network and the enterprise network, then we analyze the network structures by employing a social network analysis method. The empirical results find the evidence of the spillover effects of environmental regulation through the above two networks by using network linkages as weight matrices in spatial econometric regressions.

Suggested Citation

  • Zhaohui Chong & Chenglin Qin & Xinyue Ye, 2017. "Environmental Regulation and Industrial Structure Change in China: Integrating Spatial and Social Network Analysis," Sustainability, MDPI, vol. 9(8), pages 1-16, August.
    • Handle: RePEc:gam:jsusta:v:9:y:2017:i:8:p:1465-:d:108868
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    as
    1. Zhu, Junming & Ruth, Matthias, 2015. "Relocation or reallocation: Impacts of differentiated energy saving regulation on manufacturing industries in China," Ecological Economics, Elsevier, vol. 110(C), pages 119-133.
    2. Jan Fagerberg & Bart Verspagen & Marjolein Caniëls, 1997. "Technology, Growth and Unemployment across European Regions," Regional Studies, Taylor & Francis Journals, vol. 31(5), pages 457-466.
    3. Robert Huggins & Piers Thompson, 2014. "A Network-based view of regional growth," Journal of Economic Geography, Oxford University Press, vol. 14(3), pages 511-545.
    4. Ben Kheder, Sonia & Zugravu, Natalia, 2012. "Environmental regulation and French firms location abroad: An economic geography model in an international comparative study," Ecological Economics, Elsevier, vol. 77(C), pages 48-61.
    5. Bastiaan De Goei & Martijn Burger & Frank Van Oort & Michael Kitson, 2010. "Functional Polycentrism and Urban Network Development in the Greater South East, United Kingdom: Evidence from Commuting Patterns, 1981-2001," Regional Studies, Taylor & Francis Journals, vol. 44(9), pages 1149-1170.
    6. Zhanglan Wu & Jie Tang & Dong Wang, 2016. "Low Carbon Urban Transitioning in Shenzhen: A Multi-Level Environmental Governance Perspective," Sustainability, MDPI, vol. 8(8), pages 1-15, July.
    7. Rubashkina, Yana & Galeotti, Marzio & Verdolini, Elena, 2015. "Environmental regulation and competitiveness: Empirical evidence on the Porter Hypothesis from European manufacturing sectors," Energy Policy, Elsevier, vol. 83(C), pages 288-300.
    8. Cole, Matthew A. & Elliott, Robert J.R. & Shimamoto, Kenichi, 2005. "Why the grass is not always greener: the competing effects of environmental regulations and factor intensities on US specialization," Ecological Economics, Elsevier, vol. 54(1), pages 95-109, July.
    9. Diana M. Burton & Irma A. Gomez & H. Alan Love, 2011. "Environmental Regulation Cost and Industry Structure Changes," Land Economics, University of Wisconsin Press, vol. 87(3), pages 545-557.
    10. James B. Bushnell & Erin T. Mansur, 2011. "Vertical Targeting and Leakage in Carbon Policy," American Economic Review, American Economic Association, vol. 101(3), pages 263-267, May.
    11. David F. Batten, 1995. "Network Cities: Creative Urban Agglomerations for the 21st Century," Urban Studies, Urban Studies Journal Limited, vol. 32(2), pages 313-327, March.
    12. Zheye Wang & Xinyue Ye & Ming-Hsiang Tsou, 2016. "Spatial, temporal, and content analysis of Twitter for wildfire hazards," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 83(1), pages 523-540, August.
    13. Utterback, James M. & Suarez, Fernando F., 1993. "Innovation, competition, and industry structure," Research Policy, Elsevier, vol. 22(1), pages 1-21, February.
    14. Luisa Corrado & Bernard Fingleton, 2012. "Where Is The Economics In Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 210-239, May.
    15. Stephen P. Ryan, 2012. "The Costs of Environmental Regulation in a Concentrated Industry," Econometrica, Econometric Society, vol. 80(3), pages 1019-1061, May.
    16. Levinson, Arik, 1996. "Environmental regulations and manufacturers' location choices: Evidence from the Census of Manufactures," Journal of Public Economics, Elsevier, vol. 62(1-2), pages 5-29, October.
    17. Keyu Jin, 2012. "Industrial Structure and Capital Flows," American Economic Review, American Economic Association, vol. 102(5), pages 2111-2146, August.
    18. Michael Batty & James Cheshire, 2011. "Cities as Flows, Cities of Flows," Environment and Planning B, , vol. 38(2), pages 195-196, April.
    19. Yuandi Wang & Lutao Ning & Jian Li & Martha Prevezer, 2016. "Foreign Direct Investment Spillovers and the Geography of Innovation in Chinese Regions: The Role of Regional Industrial Specialization and Diversity," Regional Studies, Taylor & Francis Journals, vol. 50(5), pages 805-822, May.
    20. Ron S. Jarmin & Amy B. O'Hara, 2016. "Big Data And The Transformation Of Public Policy Analysis," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 35(3), pages 715-721, June.
    21. Peter J. Taylor, 2005. "Leading World Cities: Empirical Evaluations of Urban Nodes in Multiple Networks," Urban Studies, Urban Studies Journal Limited, vol. 42(9), pages 1593-1608, August.
    22. Yu Liu & Zhengwei Sui & Chaogui Kang & Yong Gao, 2014. "Uncovering Patterns of Inter-Urban Trip and Spatial Interaction from Social Media Check-In Data," PLOS ONE, Public Library of Science, vol. 9(1), pages 1-11, January.
    23. Quan Li & Wenbo Wei & Nian Xiong & Daici Feng & Xinyue Ye & Yongsheng Jiang, 2017. "Social Media Research, Human Behavior, and Sustainable Society," Sustainability, MDPI, vol. 9(3), pages 1-11, March.
    24. Gilles Duranton & J. V. Henderson & William C. Strange (ed.), 2015. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 5, number 5.
    25. Topa, Giorgio & Zenou, Yves, 2015. "Neighborhood and Network Effects," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 561-624, Elsevier.
    26. Cheng, Jinhua & Dai, Sheng & Ye, Xinyue, 2016. "Spatiotemporal heterogeneity of industrial pollution in China," China Economic Review, Elsevier, vol. 40(C), pages 179-191.
    27. Panzar, John C., 1989. "Technological determinants of firm and industry structure," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 1, chapter 1, pages 3-59, Elsevier.
    28. Zhaohui Chong & Chenglin Qin & Xinyue Ye, 2016. "Environmental Regulation, Economic Network and Sustainable Growth of Urban Agglomerations in China," Sustainability, MDPI, vol. 8(5), pages 1-21, May.
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