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Investigating the mechanisms among industrial agglomeration, environmental pollution and sustainable industrial efficiency: a case study in China

Author

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  • Yi Ren

    (Chongqing Technology and Business University)

  • Yuan Tian

    (Chongqing Technology and Business University)

  • Chengqiu Zhang

    (Chongqing Technology and Business University)

Abstract

Industrial agglomeration (IA) has greatly promoted the improvement of industrial efficiency (IE), but it has also brought serious environmental pollution (EP), which in turn affects sustainable industrial development. Therefore, this study built a theoretical derivation model including pollution output and used a vector error correction model (VECM) and three-stage simultaneous equations (3SLS) to explore the mechanisms among IA, EP and sustainable IE. The following conclusions were reached: (1) The relationship between IA and EP presents an inverted U-shape and is located on the left side of the inverted U-shape curve. IA has increased emissions of industrial sulphur dioxide, industrial soot and industrial wastewater pollutants, but is conducive to IE. Increased EP will inhibit both IA and the level of IE. (2) Both IA and low EP can enhance the level of sustainable IE. (3) IE plays a mitigating role in IA and EP; it will weaken the inhibitory effect of EP on IA and strengthen the impact of IA on EP. In the future, China should continue its industrialization process to promote the scale of IA and strictly control the discharge of industrial pollutants to reduce EP. Simultaneously, the government should encourage industrial enterprises to improve technological innovation to promote IE. IA, EP and IE form a virtuous circle that promotes the development of the industrial economy and optimizes the environment. This approach can also be applied to other regions to provide decision support for the sustainable development of industry.

Suggested Citation

  • Yi Ren & Yuan Tian & Chengqiu Zhang, 2022. "Investigating the mechanisms among industrial agglomeration, environmental pollution and sustainable industrial efficiency: a case study in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(11), pages 12467-12493, November.
    • Handle: RePEc:spr:endesu:v:24:y:2022:i:11:d:10.1007_s10668-021-01971-3
    DOI: 10.1007/s10668-021-01971-3
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    as
    1. Verhoef, Erik T. & Nijkamp, Peter, 2002. "Externalities in urban sustainability: Environmental versus localization-type agglomeration externalities in a general spatial equilibrium model of a single-sector monocentric industrial city," Ecological Economics, Elsevier, vol. 40(2), pages 157-179, February.
    2. Pradhan, Rudra P. & Arvin, Mak B. & Bahmani, Sahar, 2018. "Are innovation and financial development causative factors in economic growth? Evidence from a panel granger causality test," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 130-142.
    3. Shanzi Ke & Yufeng Yu, 2014. "The pathways from industrial agglomeration to TFP growth – the experience of Chinese cities for 2001–2010," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 19(2), pages 310-332, April.
    4. 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.
    5. 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.
    6. Cerina, Fabio & Mureddu, Francesco, 2014. "Is agglomeration really good for growth? Global efficiency, interregional equity and uneven growth," Journal of Urban Economics, Elsevier, vol. 84(C), pages 9-22.
    7. Aivazian, Varouj A, et al, 1987. "Economies of Scale versus Technological Change in the Natural Gas Transmission Industry," The Review of Economics and Statistics, MIT Press, vol. 69(3), pages 556-561, August.
    8. William Brock & M. Taylor, 2010. "The Green Solow model," Journal of Economic Growth, Springer, vol. 15(2), pages 127-153, June.
    9. Brülhart, Marius & Mathys, Nicole A., 2008. "Sectoral agglomeration economies in a panel of European regions," Regional Science and Urban Economics, Elsevier, vol. 38(4), pages 348-362, July.
    10. Bi, Gong-Bing & Song, Wen & Zhou, P. & Liang, Liang, 2014. "Does environmental regulation affect energy efficiency in China's thermal power generation? Empirical evidence from a slacks-based DEA model," Energy Policy, Elsevier, vol. 66(C), pages 537-546.
    11. Ciccone, Antonio & Hall, Robert E, 1996. "Productivity and the Density of Economic Activity," American Economic Review, American Economic Association, vol. 86(1), pages 54-70, March.
    12. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    13. Richard A. Ashley & Kwok Ping Tsang, 2014. "Credible Granger-Causality Inference with Modest Sample Lengths: A Cross-Sample Validation Approach," Econometrics, MDPI, vol. 2(1), pages 1-20, March.
    14. Aznar-Márquez, J. & Ruiz-Tamarit, J.R., 2016. "Environmental pollution, sustained growth, and sufficient conditions for sustainable development," Economic Modelling, Elsevier, vol. 54(C), pages 439-449.
    15. Martin Andersson & Hans Lööf, 2011. "Agglomeration and productivity: evidence from firm-level data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 46(3), pages 601-620, June.
    16. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    17. Li, Kunming & Fang, Liting & He, Lerong, 2019. "How population and energy price affect China's environmental pollution?," Energy Policy, Elsevier, vol. 129(C), pages 386-396.
    18. Tiziano Squartini & Giorgio Fagiolo & Diego Garlaschelli, 2011. "Rewiring World Trade. Part I: A Binary Network Analysis," LEM Papers Series 2011/08, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    19. Yang, Yuan & Cai, Wenjia & Wang, Can, 2014. "Industrial CO2 intensity, indigenous innovation and R&D spillovers in China’s provinces," Applied Energy, Elsevier, vol. 131(C), pages 117-127.
    20. van der Ploeg, Frederick & Withagen, Cees, 2012. "Is there really a green paradox?," Journal of Environmental Economics and Management, Elsevier, vol. 64(3), pages 342-363.
    21. Maddala, G S & Wu, Shaowen, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
    22. Cheng, Jinhua & Dai, Sheng & Ye, Xinyue, 2016. "Spatiotemporal heterogeneity of industrial pollution in China," China Economic Review, Elsevier, vol. 40(C), pages 179-191.
    23. Wagner, Alfred, 1891. "Marshall's Principles of Economics," History of Economic Thought Articles, McMaster University Archive for the History of Economic Thought, vol. 5, pages 319-338.
    24. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    25. Phoebus J. Dhrymes, 1973. "A Simple Proof of the Asymptotic Efficiency of 3SLS Relative to 2SLS Estimators," UCLA Economics Working Papers 034, UCLA Department of Economics.
    26. Imai, Kosuke & Kim, In Song, 2021. "On the Use of Two-Way Fixed Effects Regression Models for Causal Inference with Panel Data," Political Analysis, Cambridge University Press, vol. 29(3), pages 405-415, July.
    27. Paul Krugman, 1998. "Space: The Final Frontier," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 161-174, Spring.
    28. Geller, Howard & Harrington, Philip & Rosenfeld, Arthur H. & Tanishima, Satoshi & Unander, Fridtjof, 2006. "Polices for increasing energy efficiency: Thirty years of experience in OECD countries," Energy Policy, Elsevier, vol. 34(5), pages 556-573, March.
    29. Akihiro Otsuka & Mika Goto & Toshiyuki Sueyoshi, 2010. "Industrial agglomeration effects in Japan: Productive efficiency, market access, and public fiscal transfer," Papers in Regional Science, Wiley Blackwell, vol. 89(4), pages 819-840, November.
    30. Belloumi, Mounir, 2009. "Energy consumption and GDP in Tunisia: Cointegration and causality analysis," Energy Policy, Elsevier, vol. 37(7), pages 2745-2753, July.
    31. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    32. Lange Andreas & Quaas Martin F, 2007. "Economic Geography and the Effect of Environmental Pollution on Agglomeration," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(1), pages 1-33, October.
    33. Ouyang, Xiaoling & Chen, Jiaqi & Du, Kerui, 2021. "Energy efficiency performance of the industrial sector: From the perspective of technological gap in different regions in China," Energy, Elsevier, vol. 214(C).
    34. Temin, Peter, 1966. "Labor Scarcity and the Problem of American Industrial Efficiency in the 1850's," The Journal of Economic History, Cambridge University Press, vol. 26(3), pages 277-298, September.
    35. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    36. William R. Parke, 1979. "An Algorithm for FIML and 3SLS Estimation of Large Nonlinear Models," Cowles Foundation Discussion Papers 537, Cowles Foundation for Research in Economics, Yale University.
    37. Daisuke Ikazaki & Tohru Naito, 2009. "Optimal environmental and industrial policies and imperfect agglomeration effects," Regional Science Policy & Practice, Wiley Blackwell, vol. 1(2), pages 141-157, November.
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    2. Ran Feng & Xiaoe Qu, 2023. "Innovation-Driven Industrial Agglomeration Impact on Green Economic Growth in the Yellow River Basin: An Empirical Analysis," Sustainability, MDPI, vol. 15(17), pages 1-24, September.

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