Skip to main content

Advertisement

Log in

Unleashing the dynamic and nonlinear relationship among new-type urbanization, foreign direct investment, and inclusive green growth in China: an environmental sustainability perspective

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

Abstract

As an important way for China to integrate into the international circulation, foreign direct investment (FDI) can not only increase China’s capital accumulation but also directly affect inclusive green growth by promoting the diffusion and transfer of green technologies and activating the domestic market. Based on China’s provincial panel data from 2007 to 2019, this paper discusses the following issues: first, Global Malmquist-Luenberger (GML) productivity index is used to measure and analyze the current situation of inclusive green growth in 30 provinces of China; second, we set a fixed effect panel model to test the relationship between FDI and inclusive green growth in China. Third, based on PVAR (panel vector autoregressive) model, the dynamic impacts of FDI and new urbanization on inclusive green growth are tested. Finally, a regression model with the new urbanization level as the threshold variable is constructed to test the threshold effect of FDI on China’s green inclusive growth. Accordingly, each region needs to formulate FDI introduction policies according to the local new urbanization level, so as to give full play to the positive role of FDI in inclusive green growth.

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

Similar content being viewed by others

Data Availability

All data generated or analyzed during this study are included in this article.

References

  • Abbasi MA, Parveen S, Khan S, Kamal MA (2020) Urbanization and energy consumption effects on carbon dioxide emissions: evidence from Asian-8 countries using panel data analysis. Environ Sci Pollut Res 27(15):18029–18043

    CAS  Google Scholar 

  • Acquah AM, Ibrahim M (2020) Foreign direct investment, economic growth and financial sector development in Africa. J Sustain Financ Invest 10(4):315–334

    Google Scholar 

  • Ahmad M, Akhtar N, Jabeen G, Irfan M, Khalid Anser M, Wu H, Işık C (2021) Intention-based critical factors affecting willingness to adopt Novel Coronavirus prevention in Pakistan: implications for future pandemics. Int J Environ Res Public Health 18(11):6167

    CAS  Google Scholar 

  • Andlib Z, Khan A (2021) The role of information and communication technologies (ICT) in environmental quality: an empirical analysis for South Asian economies. Int J Econ Environ Geol 12(2):80–86

    Google Scholar 

  • Armeanu DS, Joldes CC, Gherghina SC, Andrei JV (2021) Understanding the multidimensional linkages among renewable energy, pollution, economic growth and urbanization in contemporary economies: quantitative assessments across different income countries’ groups. Renew Sustain Energy Rev 142:110818

    CAS  Google Scholar 

  • Azman-Saini WNW, Law SH (2010) FDI and economic growth: new evidence on the role of financial markets. Econ Lett 107(2):211–213

    Google Scholar 

  • Behera P and Sethi N (2022) Nexus between environment regulation, FDI, and green technology innovation in OECD countries. Environ Sci Pollut Res 1–14

  • Chai J, Hao Y, Wu H, Yang Y (2021) Do constraints created by economic growth targets benefit sustainable development? Evidence from China. Bus Strateg Environ 30(8):4188–4205

    Google Scholar 

  • Chien F, Ajaz T, Andlib Z, Chau KY, Ahmad P, Sharif A (2021) The role of technology innovation, renewable energy and globalization in reducing environmental degradation in Pakistan: a step towards sustainable environment. Renew Energy 177:308–317

    Google Scholar 

  • Chien F, Hsu CC, Andlib Z, Shah MI, Ajaz T, Genie MG (2022) The role of solar energy and eco-innovation in reducing environmental degradation in China: evidence from QARDL approach. Integr Environ Assess Manag 18(2):555–571

    Google Scholar 

  • Chunxiang A, Shen Y, Zeng Y (2022) Dynamic asset-liability management problem in a continuous-time model with delay. Int J Control 95(5):1315–1336

    Google Scholar 

  • Cicea C, Marinescu C (2021) Bibliometric analysis of foreign direct investment and economic growth relationship. A research agenda. J Bus Econ Manag 22(2):445–466

    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

    Google Scholar 

  • Demena BA, Afesorgbor SK (2020) The effect of FDI on environmental emissions: evidence from a meta-analysis. Energy Policy 138:111192

    Google Scholar 

  • Desalegn G, Tangl A (2022) Enhancing green finance for inclusive green growth: a systematic approach. Sustainability 14(12):7416

    Google Scholar 

  • Du L, Jiang H, Adebayo TS, Awosusi AA, Razzaq A (2022) Asymmetric effects of high-tech industry and renewable energy on consumption-based carbon emissions in MINT countries. Renewable Energy 196:1269–1280

    CAS  Google Scholar 

  • Fan S, Huang H, Mbanyele W, Guo Z and Zhang C (2022) Inclusive green growth for sustainable development of cities in China: spatiotemporal differences and influencing factors. Environ Sci Pollut Res 1–21. https://doi.org/10.1007/s11356-022-22697-3

  • Hansen BE (1999) Threshold effects in non-dynamic panels: estimation, testing, and inference. J Econ 93(2):345–368

    Google Scholar 

  • Hao Y, Gai Z, Wu H (2020) How do resource misallocation and government corruption affect green total factor energy efficiency? Evidence from China. Energy Policy 143:111562

    Google Scholar 

  • Hao Y, Gai Z, Yan G, Wu H, Irfan M (2021) The spatial spillover effect and nonlinear relationship analysis between environmental decentralization, government corruption and air pollution: evidence from China. Sci Total Environ 763:144183

    CAS  Google Scholar 

  • Haug AA, Ucal M (2019) The role of trade and FDI for CO2 emissions in Turkey: nonlinear relationships. Energy Econ 81:297–307

    Google Scholar 

  • He Q, Du J (2022) The impact of urban land misallocation on inclusive green growth efficiency: evidence from China. Environ Sci Pollut Res 29(3):3575–3586

    Google Scholar 

  • Hoang DT, Do AD, Trinh MV (2021) Spillover effects of FDI on technology innovation of vietnamese enterprises. J Asian Finan, Econ Bus 8(1):655–663

    Google Scholar 

  • Huang SL, Chiu HW (2020) Peri-urbanization, land teleconnections, and the equality of ecological exchange: an emergy approach. Landsc Urban Plan 198:103781

    Google Scholar 

  • Hussain MN, Li Z, Sattar A (2022) Effects of urbanization and nonrenewable energy on carbon emission in Africa. Environ Sci Pollut Res 29(17):25078–25092

    Google Scholar 

  • Irfan M, Shaw K (2017) Modeling the effects of energy consumption and urbanization on environmental pollution in South Asian countries: a nonparametric panel approach. Qual Quant 51(1):65–78

    Google Scholar 

  • Irfan M, Hao Y, Ikram M, Wu H, Akram R, Rauf A (2021) Assessment of the public acceptance and utilization of renewable energy in Pakistan. Sustain Prod Consum 27:312–324

    Google Scholar 

  • Irfan M, Ahmad M, Fareed Z, Iqbal N, Sharif A, Wu H (2022) On the indirect environmental outcomes of COVID-19: short-term revival with futuristic long-term implications. Int J Environ Health Res 32(6):1271–1281

    CAS  Google Scholar 

  • Jia S, Yang C, Wang M, Failler P (2022) Heterogeneous Impact of Land-Use on Climate Change: Study From a Spatial Perspective. Front Environ Sci 510. https://doi.org/10.3389/fenvs.2022.840603

  • Keho Y (2020) Impact of foreign direct investment on trade balance: evidence from Cote d’Ivoire. Int J Econ Financ 12(7):113

    Google Scholar 

  • Lavy V, Sand E (2018) On the origins of gender gaps in human capital: short-and long-term consequences of teachers’ biases. J Public Econ 167:263–279

    Google Scholar 

  • Letchumanan R, Kodama F (2000) Reconciling the conflict between thepollution-haven’hypothesis and an emerging trajectory of international technology transfer. Res Policy 29(1):59–79

    Google Scholar 

  • Li X, Ozturk I, Ullah S, Andlib Z, Hafeez M (2022) Can top-pollutant economies shift some burden through insurance sector development for sustainable development? Econ Anal Policy 74:326–336

    Google Scholar 

  • Li Z, Yang C, Huang Z (2022) How does the fintech sector react to signals from central bank digital currencies? Financ Res Lett 50:103308

    Google Scholar 

  • Li J, Li F, Li J (2022a) Does new-type urbanization help reduce haze pollution damage? Evidence from China’s county-level panel data. Environ Sci Pollut Res 1–14. https://doi.org/10.1007/s11356-022-19272-1

  • Liang L, Chen M, Luo X, Xian Y (2021) Changes pattern in the population and economic gravity centers since the Reform and Opening up in China: the widening gaps between the South and North. J Clean Prod 310:127379

    Google Scholar 

  • Lin B, Benjamin IN (2018) Causal relationships between energy consumption, foreign direct investment and economic growth for MINT: evidence from panel dynamic ordinary least square models. J Clean Prod 197:708–720

    Google Scholar 

  • Ma T, Cao X (2022) FDI, technological progress, and green total factor energy productivity: Evidence from 281 prefecture cities in China. Environ Dev Sustain 24(9):11058–11088

    Google Scholar 

  • Muhammad B, Khan S (2019) Effect of bilateral FDI, energy consumption, CO2 emission and capital on economic growth of Asia countries. Energy Rep 5:1305–1315

    Google Scholar 

  • Nejati M, Taleghani F (2022) Pollution halo or pollution haven? A CGE appraisal for Iran. J Clean Prod 344:131092

    CAS  Google Scholar 

  • Nepal R, Paija N, Tyagi B, Harvie C (2021) Energy security, economic growth and environmental sustainability in India: does FDI and trade openness play a role? J Environ Manage 281:111886

    Google Scholar 

  • Ojha VP, Pohit S, Ghosh J (2020) Recycling carbon tax for inclusive green growth: a CGE analysis of India. Energy Policy 144:111708

    Google Scholar 

  • Pan X, Guo S, Han C, Wang M, Song J, Liao X (2020) Influence of FDI quality on energy efficiency in China based on seemingly unrelated regression method. Energy 192:116463

    Google Scholar 

  • Qiang Q, Jian C (2020) Natural resource endowment, institutional quality and China’s regional economic growth. Resour Policy 66:101644

    Google Scholar 

  • Rahman MM, Alam K (2021) Clean energy, population density, urbanization and environmental pollution nexus: Evidence from Bangladesh. Renew Energy 172:1063–1072

    CAS  Google Scholar 

  • Ren S, Hao Y, Xu L, Wu H, Ba N (2021) Digitalization and energy: How does internet development affect China’s energy consumption? Energy Econ 98:105220

    Google Scholar 

  • Ren S, Hao Y, Wu H (2022) The role of outward foreign direct investment (OFDI) on green total factor energy efficiency: does institutional quality matters? Evidence from China. Resour Policy 76:102587

    Google Scholar 

  • Ren S, Liu Z, Zhanbayev R, Du M (2022b) Does the internet development put pressure on energy-saving potential for environmental sustainability? Evidence from China. J Econ Anal 1(1):81–101

    Google Scholar 

  • Shahbaz M, Sbia R, Hamdi H, Ozturk I (2014) Economic growth, electricity consumption, urbanization and environmental degradation relationship in United Arab Emirates. Ecol Ind 45:622–631

    CAS  Google Scholar 

  • Sohail MT, Majeed MT, Shaikh PA, Andlib Z (2022) Environmental costs of political instability in Pakistan: policy options for clean energy consumption and environment. Environ Sci Pollut Res 29(17):25184–25193

    Google Scholar 

  • Su Y, Li Z, Yang C (2021) Spatial interaction spillover effects between digital financial technology and urban ecological efficiency in China: an empirical study based on spatial simultaneous equations. Int J Environ Res Public Health 18(16):8535

    Google Scholar 

  • Sun W, Huang C (2020) How does urbanization affect carbon emission efficiency? Evidence from China. J Clean Prod 272:122828

    CAS  Google Scholar 

  • Sun Y, Ding W, Yang Z, Yang G, Du J (2020) Measuring China’s regional inclusive green growth. Sci Total Environ 713:136367

    CAS  Google Scholar 

  • Sun Y, Yesilada F, Andlib Z, Ajaz T (2021) The role of eco-innovation and globalization towards carbon neutrality in the USA. J Environ Manage 299:113568

    CAS  Google Scholar 

  • Sun Y, Li H, Andlib Z, Genie MG (2022) How do renewable energy and urbanization cause carbon emissions? Evidence from advanced panel estimation techniques. Renew Energy 185:996–1005

    CAS  Google Scholar 

  • Vo XV (2018) Determinants of capital flows to emerging economies-evidence from Vietnam. Financ Res Lett 27:23–27

    Google Scholar 

  • Vujanović N, Stojčić N, Hashi I (2021) FDI spillovers and firm productivity during crisis: Empirical evidence from transition economies. Econ Syst 45(2):100865

    Google Scholar 

  • Wang W, Muravey D, Shen Y, Zeng Y (2022) Optimal investment and reinsurance strategies under 4/2 stochastic volatility model. Scand Actuar J 1–37. https://doi.org/10.1080/03461238.2022.2108335

  • Wu Y, Zhou X (2021) Research on the efficiency of China’s fiscal expenditure structure under the goal of inclusive green growth. Sustainability 13(17):9725

    Google Scholar 

  • Wu H, Hao Y, Weng JH (2019) How does energy consumption affect China’s urbanization? New evidence from dynamic threshold panel models. Energy Policy 127:24–38

    Google Scholar 

  • Xu M, Albitar K, Li Z (2020) Does corporate financialization affect EVA? Early Evidence from China. Green Financ 2(4):392–408

    Google Scholar 

  • Xue Y, Jiang C, Guo Y, Liu J, Wu H, Hao Y (2022) Corporate social responsibility and high-quality development: do green innovation, environmental investment and corporate governance matter? Emerg Mark Fin Trade 1–24. https://doi.org/10.1080/1540496X.2022.2034616

  • Yang X, Wang J, Cao J, Ren S, Ran Q, Wu H (2021) The spatial spillover effect of urban sprawl and fiscal decentralization on air pollution: evidence from 269 cities in China. Empir Econ 63(2):847–875

    Google Scholar 

  • Yao Y, Hu D, Yang C, Tan Y (2021) The impact and mechanism of fintech on green total factor productivity. Green Financ 3:198–221

    Google Scholar 

  • Yin M (2018) Moving from rural to urban: Urbanization and its implications for educational equality and equity in China. Metropolitan governance in Asia and the pacific rim. Springer, Singapore, pp 143–162

    Google Scholar 

  • Yu B (2021) Ecological effects of new-type urbanization in China. Renew Sustain Energy Rev 135:110239

    Google Scholar 

  • Zhao SX, Wong DW, Wong DW, Jiang YP (2020) Ever-transient FDI and ever-polarizing regional development: revisiting conventional theories of regional development in the context of China, Southeast and South Asia. Growth Chang 51(1):338–361

    Google Scholar 

  • Zheng W, Walsh PP (2019) Economic growth, urbanization and energy consumption—a provincial level analysis of China. Energy Econ 80:153–162

    Google Scholar 

  • Zheng Y, Chen S, Wang N (2020) Does financial agglomeration enhance regional green economy development? Evidence from China. Green Financ 2(2):173–196

    Google Scholar 

  • Zheng C, Deng F, Zhuo C, Sun W (2022) Green credit policy, institution supply and enterprise green innovation. J Econ Anal 1(1):28–51

    Google Scholar 

  • Zhu J, Zhu M, Xiao Y (2019) Urbanization for rural development: spatial paradigm shifts toward inclusive urban-rural integrated development in China. J Rural Stud 71:94–103

    Google Scholar 

  • Zhu M, Song X, Chen W (2022) The impact of social capital on land arrangement behavior of migrant workers in China. J Econ Anal 1(1):52–80

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Contributions

X. Lu: supervision, funding acquisition, conceptualization, writing—original draft, formal analysis, data handling, and methodology. K. Yan: writing—review and editing, variable construction.

Corresponding author

Correspondence to Keyuan Yan.

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

Responsible Editor: Philippe Garrigues

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 (e.g. a society or other partner) 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

Lu, X., Yan, K. Unleashing the dynamic and nonlinear relationship among new-type urbanization, foreign direct investment, and inclusive green growth in China: an environmental sustainability perspective. Environ Sci Pollut Res 30, 33287–33297 (2023). https://doi.org/10.1007/s11356-022-24503-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-022-24503-6

Keywords

Navigation