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The impact of foreign direct investment on China’s industrial carbon emissions based on the threshold model

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Abstract

In recent years, the number of countries concerned about environmental protection continues to increase. With a continuous expansion of economic scale, many emerging markets are also sustainably enhancing their management for industrial carbon emissions in foreign direct investment (FDI). Therefore, the impact of FDI on the host country’s industrial carbon emissions has been a hot topic of researches. This study selects panel data of 30 medium and large cities in China from 2006 to 2019. Combined with dynamic panel GMM estimation and panel threshold model, this study empirically analyzes the impact factors of FDI on the host country’s industrial carbon emissions. This study is based on the perspective of dual environmental management systems. This study draws the following conclusions: When taking the dual environmental management system factors as threshold variables into the empirical research process, only the FDI in Beijing, Tianjin, and Shanghai shows a certain inhibitory effect on Chinese industrial carbon emissions. The FDI in other cities increases the scale of industrial carbon emissions. At the same time, in the formal environmental management system, FDI has no significant impact on China’s industrial carbon emissions. It indicates that the formal environmental management system of each city is not effective in policy formulation or implementation. In addition, the corresponding role of environmental management systems, such as innovation compensation and mandatory emission reduction, is not played. With the exception of Beijing and Shanghai, informal environmental management systems in other cities help curb the scale of industrial carbon emissions brought by FDI.

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Data availability

All datasets used and analyzed during the current study are available from the corresponding author upon reasonable request.

References

  • Acheampong AO, Boateng EB (2019) Modelling carbon emission intensity: application of artificial neural network. J Clean Prod 225:833–856

    Article  Google Scholar 

  • Acma B, Rc A (2020) The impact of foreign direct investment on emission reduction targets: evidence from high- and middle-income countries. Struct Chang Econ Dyn 55:107–118

    Article  Google Scholar 

  • Arain H, Sharif A, Akbar B (2020) Dynamic connection between inward foreign direct investment, renewable energy, economic growth and carbon emission in China: evidence from partial and multiple wavelet coherence. Environ Sci Pollut Res 29:51–68

    Google Scholar 

  • Ahmad I, Shahid I, Ali A (2021) Electronic, mechanical, optical and photocatalytic properties of two-dimensional monolayers. RSC advances 11:17230–17239

  • Bhatti WA, Chwialkowska A, Glowik M (2020) The role of power and network positioning in technology firms' international expansion. Academy of Management Annual Conference 3:1–12

  • Chishti MZ, Ahmed Z, Murshed M et al (2021) The asymmetric association between foreign direct investment, terrorism, CO2 emissions, and economic growth: a tale of two shocks. Environ Sci Pollut Res 3:77–123

    Google Scholar 

  • Dhrifi A, Jaziri R, Alnahdi S (2020) Does foreign direct investment and environmental degradation matter for poverty? Evidence from developing countries. Struct Chang Econ Dyn 52:71–83

    Article  Google Scholar 

  • Ekwueme DC, Zoaka JD, Alola AA (2021) Carbon emission effect of renewable energy utilization, fiscal development, and foreign direct investment in South Africa. Environ Sci Pollut Res 1:1–10

    Google Scholar 

  • Gunarto T (2020) Effect of economic growth and foreign direct investment on carbon emission in the Asian states. Int J Energy Econ Policy 10:34–52

    Article  Google Scholar 

  • Gyamfi BA (2021) Consumption-based carbon emission and foreign direct investment in oil-producing sub-Sahara African countries: the role of natural resources and urbanization. Environ Sci Pollut Res 29:13154–13166

    Article  Google Scholar 

  • Hasan MM, Baxevanis T (2022) Structural fatigue and fracture of shape memory alloy actuators: Current status and perspectives. J Intell Mater Syst Struct 12:33–42

  • Hansen PA, Serin G (1999) Materials and strategies for successful innovation and competition in the metal packaging industry. Technol Soc 21:307–322

  • Jalil S (2014) Carbon dioxide emission in the Middle East and North African region: a dynamic panel data study. J Emerg Econ Islam Res 4:87–102

    Google Scholar 

  • Jeffrey J, Anderson DR, Haibo Z (2021) Transitioning to a carbon-constrained world: reductions in coal-fired power plant emissions through unit-specific, least-cost mitigation frontiers. Appl Energy 288:116599

    Article  Google Scholar 

  • Jg A, Ying FB (2020) Should low-carbon capital investment be allocated earlier to achieve carbon emission reduction? Sci Total Environ 711:134948

    Article  Google Scholar 

  • Kapshe M, Shukla PR (2003) Large point source (LPS) emissions from India: regional and sectoral analysis. Atmos Environ 36:213–224

  • Kim KL, Seo BR (2019) Developmental strategies of the promotion policies in medical tourism industry in South Korea: a 10-Year Study (2009–2018). Iran J Public Health 48:46–59

  • Khan YA, Ahmad M (2021) Investigating the impact of renewable energy, international trade, tourism, and foreign direct investment on carbon emission in developing as well as developed countries. Environ Sci Pollut Res 5:1–10

    CAS  Google Scholar 

  • Khan Y, Qiu B (2020) The environmental Kuznets curve for carbon dioxide emissions and trade on Belt And Road initiative countries: a spatial panel data approach. Singap Econ Rev 65:92–124

    Article  Google Scholar 

  • Lau LS, Choong CK, Eng YK (2014) Investigation of the environmental Kuznets curve for carbon emissions in Malaysia: do foreign direct investment and trade matter? Energy Policy 68(5):490–497

    Article  Google Scholar 

  • Lee JW (2013) The contribution of foreign direct investment to clean energy use, carbon emissions and economic growth. Energy Policy 55:483–489

    Article  Google Scholar 

  • Li W, Gao S (2018) Prospective on energy related carbon emissions peak integrating optimized intelligent algorithm with dry process technique application for China’s cement industry. Energy 12:33–54

    Article  Google Scholar 

  • Li M, Beko G, Zannoni N et al (2022) Human metabolic emissions of carbon dioxide and methane and their implications for carbon emissions. Sci Total Environ 833:155241

    Article  CAS  Google Scholar 

  • Mehmet M, Gülden K (2016) Do foreign direct investment and renewable energy consumption affect the CO2 emissions? New evidence from a panel ARDL approach to Kyoto Annex countries. Environ Sci Pollut Res 23:21669–21681

    Article  Google Scholar 

  • Mehmet K, Kaya G, Kumas M (2017) The role of foreign direct investment and trade on carbon emissions in Turkey. Environ Econ 8:8–17

    Article  Google Scholar 

  • Naseem S, Ji TG, Kashif U (2020) Causal analysis of the dynamic link between energy growth and environmental quality for agriculture sector: a piece of evidence from India. Environ Dev Sustain 10:73–92

    Google Scholar 

  • Ning W (2018) Life cycle carbon emission modelling of coal-fired power: Chinese case. Energy 162:841–852

    Article  Google Scholar 

  • Ntom E, Kamil A, Zaydn O (2020) Environmental performance of Turkey amidst foreign direct investment and agriculture: a time series analysis. J Public Aff 3:81–94

    Google Scholar 

  • Odugbesan T, Adebayo TS (2020) The symmetrical and asymmetrical effects of foreign direct investment and financial development on carbon emission: evidence from Nigeria. SN Appl Sci 2:37–49

    Article  Google Scholar 

  • Panigrahi SK, Azizan N, Kumaraswamy S (2020) Investigating dynamic effect of energy consumption, foreign direct investments and economic growth on CO2 emissions between Oman and United Arab Emirates. Int J Energy Econ Policy 10:76–89

    Article  Google Scholar 

  • Pargal S, Wheeler D (1996) Informal regulation of industrial pollution in developing countries: evidence from Indonesia. J Polit Econ 104:1314–1327

    Article  Google Scholar 

  • Rabiul I, Ahmad BA (2018) Link among energy consumption, carbon dioxide emission, economic growth, population, poverty, and forest area: evidence from ASEAN country. Int J Soc Econ 45:1–15

    Google Scholar 

  • Rahman HU, Ghazali A, Bhatti GA (2020) Role of economic growth, financial development, trade, energy and FDI in environmental Kuznets curve for Lithuania. Eng Econ 31:39–49

    Article  Google Scholar 

  • Rajesh N, Shukla PR, Kapshe M (2003) Analysis of long-term energy and carbon emission scenarios for India. Mitig Adapt Strat Glob Change 8:53–69

    Article  Google Scholar 

  • Rehman A, Ma H, Ahmad M (2021) An asymmetrical analysis to explore the dynamic impacts of CO2 emission to renewable energy, expenditures, foreign direct investment, and trade in Pakistan. Environ Sci Pollut Res 1:1–13

    Google Scholar 

  • Ren XY, Yang SL (2013) An empirical research on the relationship between foreign direct investment and carbon dioxide emission intensity of China. Adv Mater Res 807:951–957

    Article  Google Scholar 

  • Ryoo SW, Lee YK, Kim NW (2019) Analysis of the influence of foreign direct investment on carbon emissions: analysis using panel VAR model. Korea Trade Rev 44:82–99

    Google Scholar 

  • Saini KS, Heras B, Plummer R (2020) Reimagining global oncology clinical trials for the postpandemic era: A call to arms. Global Oncology 6:1357–1362

  • Sikarwar VS, Reichert A, Jeremias M, Manovic V (2021) COVID-19 pandemic and global carbon dioxide emissions: a first assessment. Sci Total Environ 794:148770

    Article  CAS  Google Scholar 

  • Singhania M, Saini N (2020) Revisiting environmental degradation and economic growth nexus using autoregressive distributed lag approach. Int J Product Perform Manag 69:72–91

    Google Scholar 

  • Tang M, Hussler C (2011) Betting on indigenous innovation or relying on FDI: the Chinese strategy for catching-up. Technol Soc 33:23–35

    Article  CAS  Google Scholar 

  • Udemba EN (2020) Mediation of foreign direct investment and agriculture towards ecological footprint: a shift from single perspective to a more inclusive perspective for India. Environ Sci Pollut Res 3:43–52

    Google Scholar 

  • Udemba EN, Agha CO (2020) Abatement of pollutant emissions in Nigeria: a task before multinational corporations. Environ Sci Pollut Res 27:54–72

    Article  Google Scholar 

  • Udemba EN, Tosun M (2022) Energy transition and diversification: a pathway to achieve sustainable development goals (SDGs) in Brazil. Energy 239:523–541

    Article  Google Scholar 

  • Voica MC, Panait M, Haralambie GA (2015) the impact of foreign direct investment on sustainable development. Pet-Gas Univ Ploiesti Bull 3:44–52

    Google Scholar 

  • Wang Y, Qiu J, Tao Y, Zhang X (2020) Low-carbon oriented optimal energy dispatch in coupled natural gas and electricity systems. Appl Energy 280:115948

    Article  Google Scholar 

  • Wu XD, Guo JL, Li C et al (2019) Carbon emissions embodied in the global supply chain: intermediate and final trade imbalances. Sci Total Environ 707:134670

    Article  Google Scholar 

  • Xu YD (2015) Foreign direct investment, trade openness and CO2 emissions: taking Shandong province as an example. Adv Mater Res 1073:2691–2699

    Google Scholar 

  • Zhao K, Cui X, Zhou Z, Huang P, Li D (2021) Exploring the dependence and influencing factors of carbon emissions from the perspective of population development. Int J Environ Res Public Health 18:11024

    Article  CAS  Google Scholar 

  • Zheng J (2022) How can aspects of quality of life be incorporated into corporate social responsibility strategies to achieve work life balance? Worldwide Hospitality and Tourism Themes 14:210–220

  • Zubedi A, Jianqiu Z, Arain QA (2018) Sustaining low-carbon emission development: an energy efficient transportation plan for CPEC. J Inf Process Syst 14:322–345

    Google Scholar 

Download references

Funding

We thank funding supports from the Philosophy and Social Science Research Planning Project of Heilongjiang Province (No. 22GJB127), Heilongjiang Provincial Universities Basic Scientific Research Operation Fund Project of Heilongjiang University (No. 2022-KYYWF-1208), the Humanities and Social Science Project of the Ministry of Education of China (No. 20YJC790082), the Major Project of Party’s Political Construction Research Center of Ministry of Industry and of Information Technology of the People’s Republic of China (No. GXZY2107), and the National Social Science Fund of China (No.22CGL030).

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All authors contributed to the study conception and design. Data collection and analysis were performed by Nan Liu and Shunyao Zhao. Statistical analysis was performed by He Wang. Yue Zhu helped in the interpretation of the statistical data. The first draft of the manuscript was written by Chenggang Wang and Tiansen Liu. All authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.

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Correspondence to Tiansen Liu.

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Wang, C., Liu, T., Zhu, Y. et al. The impact of foreign direct investment on China’s industrial carbon emissions based on the threshold model. Environ Sci Pollut Res 30, 65086–65101 (2023). https://doi.org/10.1007/s11356-023-26803-x

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