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Environmental Regulation, Environmental Knowledge Spillover, and Regional Economic Growth in China: An Empirical Test Based on the Spatial Durbin Model

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  • Xiaoli Shi

    (Research Center for Local Fiscal Performance, Jimei University, Xiamen 361021, China
    Department of Economics, College of Finance and Economics, Jimei University, Xiamen 361021, China)

  • Ying Chen

    (Department of Economics, College of Finance and Economics, Jimei University, Xiamen 361021, China)

  • Qianju Cheng

    (Department of Economics, College of Finance and Economics, Jimei University, Xiamen 361021, China)

Abstract

Considering the evolution of the spatial pattern of regional economic growth in China, this paper analyzes whether environmental regulation (ER) and environmental knowledge spillover (EKS) contribute to regional economic growth using panel data and the spatial Durbin model of China’s 31 provinces and cities from 2005 to 2020. The findings indicate that (1) there are significant characteristics of economic agglomeration in the spatial distribution of economic growth in China’s different provinces and cities according to the Moran’s index; (2) the environmental regulation has a nonlinear “U”-shaped effect on the regional economic growth, which is first suppressed and then promoted, and the spatial effect presents the same “U” shape as that of the local effect; (3) the environmental knowledge spillover, as measured by the number of green patents, shows a positive contribution on the economic growth and is significantly active in terms of both the local spillover and inter-regional spillover; (4) Eastern China enjoys a larger ER dividend than the central and western regions, and EKS shows a significant positive contribution to economic growth in the eastern, central, and western regions; (5) other factors also influence the regional economic growth besides the core explanatory variables, including the research and development expenditure (RD), human capital (Edu), urbanization level (Urb), government intervention (Gov), and opening-up level (Open), all of which show a positive effect on the economic growth, whereas the science and technology expenditure (Ti) has not played a positive role in promoting economic growth.

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  • Xiaoli Shi & Ying Chen & Qianju Cheng, 2022. "Environmental Regulation, Environmental Knowledge Spillover, and Regional Economic Growth in China: An Empirical Test Based on the Spatial Durbin Model," Sustainability, MDPI, vol. 14(21), pages 1-23, November.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:21:p:14260-:d:960018
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    1. Luigi Aldieri & Maxim Kotsemir & Concetto Paolo Vinci, 2020. "The role of environmental innovation through the technological proximity in the implementation of the sustainable development," Business Strategy and the Environment, Wiley Blackwell, vol. 29(2), pages 493-502, February.
    2. Arif Eser Guzel & Unal Arslan & Ali Acaravci, 2021. "The impact of economic, social, and political globalization and democracy on life expectancy in low-income countries: are sustainable development goals contradictory?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(9), pages 13508-13525, September.
    3. Davide Antonioli & Simone Borghesi & Massimiliano Mazzanti, 2016. "Are regional systems greening the economy? Local spillovers, green innovations and firms’ economic performances," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(7), pages 692-713, October.
    4. Gonçalves, Eduardo & Gonçalves Taveira, Juliana & Labrador, Adalberto & Pio, João Gabriel, 2021. "Is trade openness a carrier of knowledge spillovers for developed and developing countries?," Structural Change and Economic Dynamics, Elsevier, vol. 58(C), pages 66-75.
    5. Liu, Jingjing & Zhao, Min & Wang, Yanbo, 2020. "Impacts of government subsidies and environmental regulations on green process innovation: A nonlinear approach," Technology in Society, Elsevier, vol. 63(C).
    6. Paul Almeida & Bruce Kogut, 1999. "Localization of Knowledge and the Mobility of Engineers in Regional Networks," Management Science, INFORMS, vol. 45(7), pages 905-917, July.
    7. Lanjouw, Jean Olson & Mody, Ashoka, 1996. "Innovation and the international diffusion of environmentally responsive technology," Research Policy, Elsevier, vol. 25(4), pages 549-571, June.
    8. Jiang, Qichuan & Ma, Xuejiao, 2021. "Spillovers of environmental regulation on carbon emissions network," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    9. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    10. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    11. Ming Yi & Yiqian Wang & Modan Yan & Lina Fu & Yao Zhang, 2020. "Government R&D Subsidies, Environmental Regulations, and Their Effect on Green Innovation Efficiency of Manufacturing Industry: Evidence from the Yangtze River Economic Belt of China," IJERPH, MDPI, vol. 17(4), pages 1-17, February.
    12. Aldieri, Luigi & Makkonen, Teemu & Paolo Vinci, Concetto, 2020. "Environmental knowledge spillovers and productivity: A patent analysis for large international firms in the energy, water and land resources fields," Resources Policy, Elsevier, vol. 69(C).
    13. Luigi Aldieri & Concetto Paolo Vinci, 2018. "An assessment of energy production efficiency activity: a spatial analysis," Letters in Spatial and Resource Sciences, Springer, vol. 11(3), pages 233-243, October.
    14. Telle, Kjetil & Larsson, Jan, 2007. "Do environmental regulations hamper productivity growth? How accounting for improvements of plants' environmental performance can change the conclusion," Ecological Economics, Elsevier, vol. 61(2-3), pages 438-445, March.
    15. Virginia D. McConnell & Robert M. Schwab, 1990. "The Impact of Environmental Regulation on Industry Location Decisions: The Motor Vehicle Industry," Land Economics, University of Wisconsin Press, vol. 66(1), pages 67-81.
    16. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    17. Zixin Dou & Yanming Sun & Tao Wang & Huiyin Wan & Shiqi Fan, 2021. "Exploring Regional Advanced Manufacturing and Its Driving Factors: A Case Study of the Guangdong–Hong Kong–Macao Greater Bay Area," IJERPH, MDPI, vol. 18(11), pages 1-14, May.
    18. Ferjani, Ali, 2011. "Environmental Regulation and Productivity: A Data Envelopment Analysis for Swiss Dairy Farms," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 12(1).
    19. Yangang Feng & Jiaxin Shen & Xiaomei Li, 2020. "Pricing and Carbon Emission Reduction Decisions in a Supply Chain with a Risk-Averse Retailer under Carbon Tax Regulation," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-9, January.
    20. Adam B. Jaffe & Karen Palmer, 1997. "Environmental Regulation And Innovation: A Panel Data Study," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 610-619, November.
    21. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    22. 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.
    23. Pei Wang & Cong Dong & Nan Chen & Ming Qi & Shucheng Yang & Amuji Bridget Nnenna & Wenxin Li, 2021. "Environmental Regulation, Government Subsidies, and Green Technology Innovation—A Provincial Panel Data Analysis from China," IJERPH, MDPI, vol. 18(22), pages 1-19, November.
    24. Jun Bai & Shixiang Li & Nan Wang & Jianru Shi & Xianmin Li, 2020. "Spatial Spillover Effect of New Energy Development on Economic Growth in Developing Areas of China—An Empirical Test Based on the Spatial Dubin Model," Sustainability, MDPI, vol. 12(8), pages 1-17, April.
    25. Luc Anselin & Attila Varga & Zoltan Acs, 2008. "Local Geographic Spillovers Between University Research and High Technology Innovations," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 9, pages 95-121, Edward Elgar Publishing.
    26. Aldieri, Luigi & Makkonen, Teemu & Vinci, Concetto Paolo, 2022. "Do research and development and environmental knowledge spillovers facilitate meeting sustainable development goals for resource efficiency?," Resources Policy, Elsevier, vol. 76(C).
    27. Eckhardt Bode, 2004. "The spatial pattern of localized R&D spillovers: an empirical investigation for Germany," Journal of Economic Geography, Oxford University Press, vol. 4(1), pages 43-64, January.
    28. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    29. James P. LeSage & R. Kelley Pace, 2008. "Spatial Econometric Modeling Of Origin‐Destination Flows," Journal of Regional Science, Wiley Blackwell, vol. 48(5), pages 941-967, December.
    30. Chintrakarn, Pandej, 2008. "Environmental regulation and U.S. states' technical inefficiency," Economics Letters, Elsevier, vol. 100(3), pages 363-365, September.
    31. Filippo Marchesani & Francesca Masciarelli, 2021. "Crowdfunding as Entrepreneurial Investment: The Role of Local Knowledge Spillover," Lecture Notes in Information Systems and Organization, in: Federica Ceci & Andrea Prencipe & Paolo Spagnoletti (ed.), Exploring Innovation in a Digital World, pages 92-108, Springer.
    32. Yuncai Liu & Nengsheng Luo & Shusheng Wu, 2019. "Nonlinear Effects of Environmental Regulation on Environmental Pollution," Discrete Dynamics in Nature and Society, Hindawi, vol. 2019, pages 1-10, March.
    33. Barbera, Anthony J. & McConnell, Virginia D., 1990. "The impact of environmental regulations on industry productivity: Direct and indirect effects," Journal of Environmental Economics and Management, Elsevier, vol. 18(1), pages 50-65, January.
    34. Klára Katona, 2018. "Impact of Knowledge Capital on the Production of Hungarian Firms," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 24(2), pages 135-146, May.
    35. Bulat Mukhamediyev & Lazat Spankulova & Azamat Kerimbayev, 2019. "Diffusion of Innovation, Knowledge Spillover and Economic Growth in the Regions of Kazakhstan," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 25(4), pages 487-488, November.
    36. Hao Liu & Lin Ma, 2020. "Spatial Pattern and Effects of Urban Coordinated Development in China’s Urbanization," Sustainability, MDPI, vol. 12(6), pages 1-16, March.
    37. Bwalya, Samuel Mulenga, 2006. "Foreign direct investment and technology spillovers: Evidence from panel data analysis of manufacturing firms in Zambia," Journal of Development Economics, Elsevier, vol. 81(2), pages 514-526, December.
    38. Bart Verspagen & Marjolein C.J. Cani, ls, 2001. "Barriers to knowledge spillovers and regional convergence in an evolutionary model," Journal of Evolutionary Economics, Springer, vol. 11(3), pages 307-329.
    39. Fritsch, Michael & Franke, Grit, 2004. "Innovation, regional knowledge spillovers and R&D cooperation," Research Policy, Elsevier, vol. 33(2), pages 245-255, March.
    40. Shuai Shao & Zhigao Hu & Jianhua Cao & Lili Yang & Dabo Guan, 2020. "Environmental Regulation and Enterprise Innovation: A Review," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1465-1478, March.
    41. Teemu Makkonen & Sari Repka, 2016. "The innovation inducement impact of environmental regulations on maritime transport: a literature review," International Journal of Innovation and Sustainable Development, Inderscience Enterprises Ltd, vol. 10(1), pages 69-86.
    42. Gu, Guangtong & Zheng, Haorong & Tong, Lingyun & Dai, Yaxian, 2022. "Does carbon financial market as an environmental regulation policy tool promote regional energy conservation and emission reduction? Empirical evidence from China," Energy Policy, Elsevier, vol. 163(C).
    43. Audretsch, David B. & Belitski, Maksim, 2020. "The role of R&D and knowledge spillovers in innovation and productivity," European Economic Review, Elsevier, vol. 123(C).
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