Skip to main content
Log in

The impact of heterogeneous environmental regulations on regional spatial differences in net carbon emissions

  • Research Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

Effected by spatial difference and types of environmental regulation, enhanced environmental regulation does not necessarily lead to reduce net carbon emissions (NCE). Based on panel data of 30 province-level administrative regions in China from 2003 to 2018, this paper analyzed the impact of heterogeneous environmental regulations on NCE using geographically weighted regression (GWR). The results showed that (1) the total NCE of each province in China presented an increasing trend followed by fluctuation, with obvious spatial aggregation characteristics. (2) The intensity of four environmental regulations, command-and-control (CAC), market-incentive (MI), public-participation (PP), and voluntary environmental program of firm (VEPF) tended to increase slightly over the study period with decreasing spatial heterogeneity. (3) CAC environmental regulations had a “green paradox” effect on NCE, meaning an improving CAC environmental regulation would surprisingly increase its negative effects and contribute to NCE growth. The effect of MI environmental regulation on NCE shifted from overall promotion to partly promotion and even suppression. PP and VEPF environmental regulation would reduce NCE. The suppressive effect of PP environmental regulation grew over time, while VEPF did not. Finally, based on the research conclusion, some policy suggestion are proposed for differentiated management, diverse system of governance, and collaborative governance.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

References

  • Berman E, Bui L (2001) Environmental regulation and productivity: evidence from oil refineries. Rev Econ Stat 83(3):498–510

    Article  Google Scholar 

  • Blackman A, Lahiri B, Pizer W, Rivera Planter M, Muñoz Piña C (2010) Voluntary environmental regulation in developing countries: Mexico’s Clean Industry Program. J Environ Econ Manag 60(3):182–192

    Article  Google Scholar 

  • Boyd GA, Tolley G, Pang J (2002) Plant level productivity, efficiency, and environmental performance of the container glass industry. Environ Resour Econ 23(1):29–43

    Article  Google Scholar 

  • Bu M, Qiao Z, Liu B (2019) Voluntary environmental regulation and firm innovation in China. Econ Model 13(1):89

    Google Scholar 

  • Calel R, Dechezlepretre A (2016) Environmental policy and directed technological change: evidence from the European Carbon Market. Rev Econ Stat 98(1):173–191

    Article  Google Scholar 

  • CEADS (2017) China Emission Accounts and Datasets. http://www.ceads.net/

  • Chen H, Hao Y, Li J, Song X (2018) The impact of environmental regulation, shadow economy, and corruption on environmental quality: theory and empirical evidence from China. J Clean Prod 195(200-214):10

    Google Scholar 

  • Dong M, Li C (2020) Net carbon emission reduction effect of the pilot policies in low-carbon provinces. China Population Re-sour Environ 30(11):63–74

    Google Scholar 

  • Fang J, Yu G, Liu L, Hu S, Chapin FS (2018) Climate change, human impacts, and carbon sequestration in China. Proc Natl Acad Sci 115(16):4015–4020

    Article  CAS  Google Scholar 

  • Feng T, Du H, Lin Z, Zuo J (2020) Spatial spillover effects of environmental regulations on air pollution: evidence from urban agglomerations in China. J Environ Manag 272:110998

    Article  CAS  Google Scholar 

  • Fotheringham AS, Charlton M, Brunsdon C (1996) The geography of parameter space: an investigation of spatial non-stationarity. Int J Geogr Inf Syst 10(5):605–627 22

    Article  Google Scholar 

  • Fotheringham AS, Brunsdon C, Charlton M (2003) Geographically weighted regression: the analysis of spatially varying relationships. John Wiley & Sons

    Google Scholar 

  • Gao DY, Chen X (2010) A demonstrational analysis of the different influence of FDI on the adjustment of regional industrial structure in China. Soft Science 09:62–66

    Google Scholar 

  • Guo WB, Yan C (2018) Assessing the efficiency of China’s environmental regulation on carbon emissions based on Tapio decoupling models and GMM models. Energy Rep (4):713–723

    Google Scholar 

  • Hao Y, Deng Y, Lu Z, Chen H (2018) Is environmental regulation effective in China? Evidence from city-level panel data. J Clean Prod 188:966–976

    Article  Google Scholar 

  • Hoffmann R, Lee CG, Ramasamy B, Yeung M (2005) FDI and pollution: a Granger causality test using panel data. J Int Dev 17(3):311–317

    Article  Google Scholar 

  • Kong DS, Zhang H (2015) Economic value of wetland ecosystem services in the Heihe National Nature Reserve of Zhangye. Acta Ecol Sin 35(4):972–983

    Google Scholar 

  • Li ZH (2015) Threshold effects of foreign direct investment on China’s carbon emissions [J]. Resources Science 37(01):163–174

    Google Scholar 

  • Lin B, Li X (2011) The effect of carbon tax on per capita CO2 emissions. Energy Policy 39(9):5137–5146

    Article  Google Scholar 

  • Liu Z, Guan DB, Wei W (2018) Carbon emission accounting in China (in Chinese). Sci Sin Terrae 48:878–887

    Google Scholar 

  • Liu H, Ma L, Xu L (2021) Estimating spatiotemporal dynamics of county-level fossil fuel consumption based on integrated nighttime light data. J Clean Prod 278:123427

    Article  Google Scholar 

  • Ma X, Wang C, Dong B, Gu G, Chen R, Li Y, Zou H, Zhang W, Li Q (2019) Carbon emissions from energy consumption in China: its measurement and driving factors. Sci Total Environ 648:1411–1420

    Article  CAS  Google Scholar 

  • Maiti SK, Chowdhury A (2013) Effects of anthropogenic pollution on mangrove biodiversity: a review. J Environ Prot 04(12):1428–1434

    Article  Google Scholar 

  • Muhammad S, Samia N, Talat A (2011) Environmental consequences of economic growth and foreign direct investment: evidence from panel data analysis. Mpra Paper 16(7):A584

    Google Scholar 

  • Ouyang X, Fang X, Cao Y et al (2020) Factors behind CO2 emission reduction in Chinese heavy industries: do environmental regulations matter?[J]. Energy Policy 145:111765

  • Piao S, Fang J, Ciais P, Peylin P, Huang Y, Sitch S, Wang T (2009) The carbon balance of terrestrial ecosystems in China. Nature 458(7241):1009–1013

    Article  CAS  Google Scholar 

  • Shen J, Yang Z, Lu SS (2018) Spatial distribution and its effect mechanism of environmental labeling enterprises in China. Geography and Geo-inform Sci 34(03):95–102

    CAS  Google Scholar 

  • Sheng J, Han X, Zhou H (2017) Spatially varying patterns of afforestation/reforestation and socio-economic factors in China: a geographically weighted regression approach. J Clean Prod 153:362–371

    Article  Google Scholar 

  • Sinn H (2008) Public policies against global warming: a supply side approach. Int Tax Public Financ 15(4):360–394

    Article  Google Scholar 

  • Smulders S, Tsur Y, Zemel A (2012) Announcing climate policy: can a green paradox arise without scarcity? J Environ Econ Manag 64(3):364–376

    Article  Google Scholar 

  • Tasyurek M, Celik M (2020) RNN-GWR: A geographically weighted regression approach for frequently updated data. Neurocomputing 399:258–270

    Article  Google Scholar 

  • Tobler WR (1970) A computer movie simulating urban growth in the Detroit Region. Econ Geogr 46(sup1):234–240

    Article  Google Scholar 

  • Udara Willhelm Abeydeera LH, Wadu Mesthrige J, Samarasinghalage TI (2019) Global research on carbon emissions: a scientometric review. Sustainability-Basel 11(14):3972

    Article  Google Scholar 

  • Van der Ploeg F, Withagen C (2012) Is there really a green paradox? J Environ Econ Manag 64(3):342–363

    Article  Google Scholar 

  • Wang Y, Zuo Y, Li W, Kang Y, Chen W, Zhao M, Chen H (2019) Does environmental regulation affect CO2 emissions? Analysis based on threshold effect model. Clean Technol Envir 21(3):565–577

    Article  CAS  Google Scholar 

  • Wang W, Wang D, Lu N (2020) Research on the impact mechanism of carbon emissions trading on low-carbon innovation in China. China Population Resour Environ 30(02):41–48

    Google Scholar 

  • Yuan YJ, Xie RH (2016) Environmental regulation and the ‘green’ productivity growth of China’s industry. China Soft Science 07:144–154

    Google Scholar 

  • Zhang H (2020) Can low-carbon city construction reduce carbon emissions? Evidence from a quasi-natural experiment. Econ Manag J 42(06):25–41

    Google Scholar 

  • Zhang W, Li G, Uddin MK, Guo S (2020a) Environmental regulation, foreign investment behavior, and carbon emissions for 30 provinces in China. J Clean Prod 248:119208

    Article  Google Scholar 

  • Zhang H, Peng QR, Wang R (2020b) Spatiotemporal patterns and factors influencing county carbon sinks in China. Acta Ecol Sin 40:8988–8998

    Google Scholar 

  • Zhang C, Li Z, Zhou Y (2021) Can carbon emissions trading pilot policy promote regional emissions reductions? Soft Science 2021:1–12

    Google Scholar 

  • Zhou D, Luo DQ (2021) Green taxation, industrial structure transformation and carbon emissions reduction. Resour Sci 43(04):693–709

    Google Scholar 

Download references

Contribution

P.X. Conceptualization, Methodology, Software, Validation,Formal analysis, Investigation, Data curation, Writing - original draft, Writing - review & editing.

Availability of data and materials

All data included in this study are available upon request by contact with the corresponding author.

Funding

Shanghai Social Science Planning (2021XSL024).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Peng Xu.

Ethics declarations

Ethics approval

Not applicable.

Consent to participate

Not applicable.

Consent for publication

Not applicable.

Competing interests

The authors declare no competing interests.

Additional information

Responsible Editor: Baojing Gu

Publisher’s note

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

Rights and permissions

Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Xu, P. The impact of heterogeneous environmental regulations on regional spatial differences in net carbon emissions. Environ Sci Pollut Res 30, 1413–1427 (2023). https://doi.org/10.1007/s11356-022-22282-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-022-22282-8

Keywords

Navigation