Skip to main content

Effect of Environmental Regulation on High-quality Economic Development in China—An Empirical Analysis Based on Dynamic Spatial Durbin Model

Abstract

In 2017, the 19th National Congress of the Communist Party of China put forward the concept of high-quality economic development, indicating that the Chinese economy has shifted from rapid growth to high-quality development. High-quality economic development is the growth mode of an innovation-driven economy, an innovative, high-efficiency, energy-saving, environmentally friendly, and high-value-added growth mode. Environmental regulation is an important means to solve economic development and environmental pollution and plays an important role in high-quality economic development. In order to explore the impact of China’s environmental regulations on the high-quality economic development, this paper based on the panel data of 30 provinces (cities) in China from 2004 to 2015 uses the dynamic spatial Dubin model (DSDM) to analyze the direct and indirect effects of China’s environmental regulations on high-quality economic development and regional heterogeneity. It also incorporates R&D (Research and Development) investment, government investment in environmental governance, and fiscal decentralization into the model and analyzes the direct and indirect effects of the above three factors in the process of environmental regulation affecting high-quality economic development. We found that China’s high-quality economic development is spatially related between different provinces. And environmental regulations have obvious direct and indirect effects in the impact of high-quality economic development in the central and eastern regions, and this effect phenomenon is not significant in the western region. R&D investment, environmental protection investment, and fiscal decentralization have different adjustment effects on environmental regulation and high-quality economic development, and the same kind of adjustment variable also shows obvious heterogeneity among different regions. Finally, we put forward relevant policy recommendations based on the conclusions, with a view to improving China’s high-quality economic development.

This is a preview of subscription content, access via your institution.

Data availability

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

Notes

  1. Article 41 of the Environmental Protection Law stipulates, “The pollution prevention and control facilities in construction projects shall be designed, built and commissioned along with the principal part of the project at the same time. The pollution prevention and control facilities shall meet the requirements specified in the approved documents regarding the environmental impact assignment and shall not be dismantled or left idle without authorization.”

References

  • Anselin L. Spatial econometrics: methods and models[M]. Springer Netherlands, 1988.

  • Badinger H, Egger P. GM Estimation of higher order spatial autoregressive processes in panel data error component models. CESifo Working Paper Series, 2008(5).

  • Barbera AJ, McConnell VD (1990) The impact of environmental regulations on industry productivity: direct and indirect effects. J Environ Econ Manag 18(1):50–65

    Article  Google Scholar 

  • Cai X, Zhu B, Zhang H, Li L, Xie M (2020) Can direct environmental regulation promote green technology innovation in heavily polluting industries? Evidence from Chinese listed companies. Sci Total Environ 746:140810

    CAS  Article  Google Scholar 

  • Cao Y, Liu J, Yu Y, Wei G (2020) Impact of environmental regulation on green growth in China's manufacturing industry–based on the Malmquist-Luenberger index and the system GMM model. Environ Sci Pollut Res 27(33):41928–41945

    CAS  Article  Google Scholar 

  • Cole MA, Elliott RJR (2003) Determining the trade–environment composition effect: the role of capital, labor and environmental regulations. J Environ Econ Manag 46(3):363–383

    Article  Google Scholar 

  • Dean JM, Lovely ME, Wang H (2009) Are foreign investors attracted to weak environmental regulations? Evaluating the evidence from China. J Dev Econ 90(1):1–13

    Article  Google Scholar 

  • Du W, Wang F, Li M (2020) Effects of environmental regulation on capacity utilization: Evidence from energy enterprises in China. Ecol Indic 113:106217

    Article  Google Scholar 

  • Elhorst JP (2012) Dynamic spatial panels: models, methods, and inferences. J Geogr Syst 14(1):5–28

    Article  Google Scholar 

  • Elhorst JP (2014) Spatial econometrics: from cross-sectional data to spatial panels[M]// Spatial econometrics. From cross-sectional data to spatial panels. Physica-Verlag HD

  • Faere R, Grosskopf S, Junior CAP (2007) Environmental production functions and environmental directional distance functions. Energy 32(7):1055–1066

    Article  Google Scholar 

  • Fang J, Gao C, Lai M (2020) Environmental regulation and firm innovation: evidence from national specially monitored firms program in China. J Clean Prod 271:122599

    Article  Google Scholar 

  • Gray W B, Shadbegian R J. Pollution abatement costs, regulation, and plant-level productivity. Social Science Electronic Publishing, 1994.

  • Gray WB, Shadbegian RJ (2003) Plant vintage, technology, and environmental regulation. J Environ Econ Manag 46(3):384–402

    Article  Google Scholar 

  • Hong M, Drakeford B, Zhang K (2020) The impact of mandatory CSR disclosure on green innovation: evidence from China. Green Finance 2(3):302–322

    Article  Google Scholar 

  • Hu W, Wang D (2020) How does environmental regulation influence China’s carbon productivity? An empirical analysis based on the spatial spillover effect. J Clean Prod 257:120484

    Article  Google Scholar 

  • Huang L, Lei Z (2021) How environmental regulation affect corporate green investment: evidence from China. J Clean Prod 279:123560

    Article  Google Scholar 

  • Jorgenson DW, Wilcoxen PJ (1990) Environmental regulation and US economic growth. RAND J Econ 21:314–340

    Article  Google Scholar 

  • LeSage JP (2008) An introduction to spatial econometrics. Rev Econ Ind 123:19–44

    Google Scholar 

  • LeSage JP (2014) What regional scientists need to know about spatial econometrics. Rev Reg Stud 44(1):13–32

    Google Scholar 

  • Li H, Li B (2019) The threshold effect of environmental regulation on the green transition of the industrial economy in China. Econ Res-Ekonomska Istraživanja 32(1):3134–3149

    Article  Google Scholar 

  • Li T, Li Y, An D, Han Y, Xu S, Lu Z, Crittenden J (2019) Mining of the association rules between industrialization level and air quality to inform high-quality development in China. J Environ Manag 246:564–574

    CAS  Article  Google Scholar 

  • Liu J, Zhao M (2020) Does Environmental regulation promote green technology innovation in Chinese manufacturing? Open Access Library J 7(7):1–16

    Google Scholar 

  • Liu J, Zhao M, Wang Y (2020) Impacts of government subsidies and environmental regulations on green process innovation: a nonlinear approach. Technol Soc 63:101417

    Article  Google Scholar 

  • Martínez-Zarzoso I, Vidovic M, Voicu AM (2017) Are the Central East European countries pollution havens? J Environ Dev 26(1):25–50

    Article  Google Scholar 

  • Ouyang X, Li Q, Du K (2020) How does environmental regulation promote technological innovations in the industrial sector? Evidence from Chinese provincial panel data. Energy Policy 139:111310

    Article  Google Scholar 

  • Peng X (2020) Strategic interaction of environmental regulation and green productivity growth in China: green innovation or pollution refuge? Sci Total Environ 139200

  • Porter ME, Van der Linde C (1995) Toward a new conception of the environment-competitiveness relationship. J Econ Perspect 9(4):97–118

    Article  Google Scholar 

  • Ren BP (2018) Theoretical interpretation and practical orientation of China’s economy from high speed growth to high quality development in new era. Acad Mon 50(03):66–74+86 (In China CSSCI)

    Google Scholar 

  • Song M, Du J, Tan KH (2018) Impact of fiscal decentralization on green total factor productivity. Int J Prod Econ 205:359–367

    Article  Google Scholar 

  • Song Y, Yang T, Li Z et al (2020) Research on the direct and indirect effects of environmental regulation on environmental pollution: empirical evidence from 253 prefecture-level cities in China. J Clean Prod 122425

  • Tian XL, Guo QG, Han C, Ahmad N (2016) Different extent of environmental information disclosure across Chinese cities: contributing factors and correlation with local pollution. Glob Environ Chang 39:244–257

    Article  Google Scholar 

  • Tisdell CA (2019) Renewable energy use and the renewable energy sector's development: public finance, environmental externalities and sustainability. Green Finance 1(2):156–173

    Article  Google Scholar 

  • Wang Y, Sun X, Guo X (2019) Environmental regulation and green productivity growth: Empirical evidence on the porter hypothesis from OECD industrial sectors. Energy Policy 132:611–619

    Article  Google Scholar 

  • Wei S J, Smarzynska B. Corruption and the composition of foreign direct investment: firm-level evidence[M]. The World Bank, 1999.

  • Wu H, Xu L, Ren S, Hao Y, Yan G (2020) How do energy consumption and environmental regulation affect carbon emissions in China? New evidence from a dynamic threshold panel model. Res Policy 67:101678

    Article  Google Scholar 

  • Xue B, Mitchell B, Geng Y, Ren W, Müller K, Ma ZP, de Oliveira JA, Fujita T, Tobias M (2014) A review on China’s pollutant emissions reduction assessment. Ecol Indic 38:272–278

    CAS  Article  Google Scholar 

  • Yasmeen H, Tan Q, Zameer H, Tan J, Nawaz K (2020) Manuscript title: exploring the impact of technological innovation, environmental regulations and urbanization on ecological efficiency of China in the context of COP21. J Environ Manag 274:111210

    Article  Google Scholar 

  • Yin K, Wang R, An Q, Liang J (2014) Using eco-efficiency as an indicator for sustainable urban development: a case study of Chinese provincial capital cities. Ecol Indic 36:665–671

    Article  Google Scholar 

  • Zhang Y, Song Y (2021) Environmental regulations, energy and environment efficiency of China’s metal industries: a provincial panel data analysis. J Clean Prod 280:124437

    Article  Google Scholar 

  • Zhang J, Kang L, Li H, Ballesteros-Pérez P, Zuo J (2020) The impact of environmental regulations on urban Green innovation efficiency: the case of Xi'an. Sustain Cities Soc 57:102123

    Article  Google Scholar 

  • Zhao M, Liu F, Sun W, Tao X (2020) The relationship between environmental regulation and green total factor productivity in China: an empirical study based on the panel data of 177 cities. Int J Environ Res Public Health 17(15):5287

    Article  Google Scholar 

  • Zheng S, Kahn ME, Sun W, Luo D (2014) Incentives for China's urban mayors to mitigate pollution externalities: the role of the central government and public environmentalism. Reg Sci Urban Econ 47:61–71

    Article  Google Scholar 

Download references

Author information

Affiliations

Authors

Contributions

Lulu Zhao constructed an environmental regulation indicator used in the manuscript; Gege Wang processed the financial data involved in the manuscript; Pan An sorted out some literatures and translated the articles into English; Yun Liu and Meng Liu analyzed and explained the empirical results and made relevant suggestions together, and they are the major contributors in writing the manuscript. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Meng Liu.

Ethics declarations

Ethics approval and consent to participate

Not applicable.

Consent for publication

Not applicable.

Competing interests

The authors declare no competing interests.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Responsible Editor: Eyup Dogan

Appendix 1: Robustness tests

Appendix 1: Robustness tests

Table 6 The impacts of environmental regulation and R&D investment on high-quality economic development
Table 7 The impacts of environmental regulation and protection investment on high-quality economic development
Table 8 The impacts of environmental regulation and fiscal decentralization on high-quality economic development

Rights and permissions

Reprints and Permissions

About this article

Verify currency and authenticity via CrossMark

Cite this article

Liu, Y., Liu, M., Wang, G. et al. Effect of Environmental Regulation on High-quality Economic Development in China—An Empirical Analysis Based on Dynamic Spatial Durbin Model. Environ Sci Pollut Res 28, 54661–54678 (2021). https://doi.org/10.1007/s11356-021-13780-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-021-13780-2

Keywords

  • Environmental regulation
  • High-quality economic development
  • Dynamic spatial Durbin model