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Impacts of two-way foreign direct investment on carbon emissions: from the perspective of environmental regulation

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Abstract

China’s foreign direct investment is an important driving force for economic growth, which also aggravates carbon emissions. Based on China’s provincial panel data from 2003 to 2018, this paper uses the panel-fixed effect model and panel threshold model to explore the impacts of two-way foreign direct investment on carbon emissions and analyze the threshold effects of different environmental regulations. The empirical results show that inward foreign direct investment (IFDI) has a significant inhibitory effect on carbon emissions, while outward foreign direct investment (OFDI) leads to the aggravation of carbon emissions. Considering regional heterogeneity, environmental regulation in high-carbon areas mainly affects local OFDI, and environmental regulation in low-carbon areas mainly inhibits carbon emissions by affecting IFDI. In addition, high-carbon regions can achieve the inhibition of OFDI on carbon emissions by strengthening command-and-control regulation and reducing the promotion of OFDI on carbon emissions by strengthening market incentive regulation and voluntary regulation. Meanwhile, excessive command-and-control regulation and market incentive regulation in low-carbon areas bring unexpected regulatory effects, but the inhibitory effect of IFDI on carbon emissions can be increased by strengthening voluntary regulation.

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References

  • Ahmad M, Jabeen G, Wu Y (2021) Heterogeneity of pollution haven/halo hypothesis and environmental Kuznets curve hypothesis across development levels of Chinese provinces. J Cleaner Prod 285:124898

    CAS  Google Scholar 

  • Awan AM, Azam M (2021) Evaluating the impact of GDP per capita on environmental degradation for G-20 economies: does N-shaped environmental Kuznets curve exist? Environ Dev Sustain 1–24. https://doi.org/10.1007/s10668-021-01899-8

  • Azam M, Raza A (2022) Does foreign direct investment limit trade-adjusted carbon emissions: fresh evidence from global data. Environ Sci Pollut Res 1–15. https://doi.org/10.1007/s11356-021-18088-9

  • Azam M, Rehman ZU, Ibrahim Y (2022) Causal nexus in industrialization, urbanization, trade openness, and carbon emissions: empirical evidence from OPEC economies. Environ Dev Sustain 1–21. https://doi.org/10.1007/s10668-021-02019-2

  • Azam M, Haseeb M (2021) Determinants of foreign direct investment in BRICS-does renewable and non-renewable energy matter? Energy Strat Rev 35:100638

    Google Scholar 

  • Blackman A, Li Z, Liu AA (2018) Efficacy of command-and-control and market-based environmental regulation in developing countries. Ann Rev Res Econ 10:381–404

    Google Scholar 

  • Blanco L, Gonzalez F, Ruiz I (2013) The impact of FDI on CO2 emissions in Latin America. Oxf Dev Stud 41(1):104–121

    Google Scholar 

  • Cai LJ, Firdousi SF, Li C, Luo YS (2021) Inward foreign direct investment, outward foreign direct investment, and carbon dioxide emission intensity-threshold regression analysis based on interprovincial panel data. Environ Sci Pollut Res 28:46147–46160

    Google Scholar 

  • Chen JX, Zhang Y, Zheng S (2019) Ecoefficiency, environmental regulation opportunity costs, and interregional industrial transfers: evidence from the Yangtze River Economic Belt in China. J Clean Prod 233:611–625

    Google Scholar 

  • Chen X, Shuai C, Wu Y, Zhang Y (2020) Analysis on the carbon emission peaks of China’s industrial, building, transport, and agricultural sectors. Sci Total Environ 709:135768

    CAS  Google Scholar 

  • Chen L, Guo S, Lu J, Stephan G (2021) Outward FDI and efficiency in within-firm resource allocation–evidence from firm-level data of China. J Asian Econ 74:101298

    Google Scholar 

  • Choi I (2001) Unit root tests for panel data. J Int Money Financ 20(2):249–272

    Google Scholar 

  • Chung S (2014) Environmental regulation and foreign direct investment: evidence from South Korea. J Dev Econ 108:222–236

    Google Scholar 

  • Cole MA (2004) Trade, the pollution haven hypothesis and the environmental Kuznets curve: examining the linkages. Ecol Econ 48(1):71–81

    Google Scholar 

  • Copeland BR, Taylor MS (2004) Trade, growth, and the environment. J Econ Lit 42(1):7–71

    Google Scholar 

  • Cropper ML, Oates WE (1992) Environmental economics: a survey. J Econ Lit 30(2):675–740

    Google Scholar 

  • Eskeland GS, Harrison AE (2003) Moving to greener pastures? Multinationals and the pollution haven hypothesis. J Dev Econ 70(1):1–23

    Google Scholar 

  • Esty DC (1998) Non-governmental organizations at the World Trade Organization: cooperation, competition, or exclusion. J Int Econ Law 1:123–148

    Google Scholar 

  • Fan G, Wang XL, Ma GR (2011) The contribution of China’s marketization process to economic growth. Econ Res J 46(09):4–16 ((in Chinese))

    Google Scholar 

  • Fang Z, Chen Y (2017) Human capital and energy in economic growth–evidence from Chinese provincial data. Energy Econ 68:340–358

    Google Scholar 

  • Féres J, Reynaud A (2012) Assessing the impact of formal and informal regulations on environmental and economic performance of Brazilian manufacturing firms. Environ Resource Econ 52(1):65–85

    Google Scholar 

  • Frankel JA, Rose AK (2005) Is trade good or bad for the environment? Sorting out the causality. Rev Econ Stat 87(1):85–91

    Google Scholar 

  • Fredriksson PG, Millimet DL (2002) Is there a ‘California effect’in US environmental policymaking? Reg Sci Urban Econ 32(6):737–764

    Google Scholar 

  • Frees EW (1995) Assessing cross-sectional correlation in panel data. J Econ 69(2):393–414

    Google Scholar 

  • Friedman M (1937) The use of ranks to avoid the assumption of normality implicit in the analysis of variance. J Am Stat Assoc 32(200):675–701

    Google Scholar 

  • Graham M (1998) Environmental protection and the states: “race to the bottom” or “race to the bottom line.” Brookings Rev 16(1):22–26

    Google Scholar 

  • Gray WB, Shadbegian RJ (2004) ‘Optimal’pollution abatement—whose benefits matter, and how much? J Environ Econ Manag 47(3):510–534

    Google Scholar 

  • Grossman GM, Helpman E (1991) Quality ladders and product cycles. Q J Econ 106(2):557–586

    Google Scholar 

  • Grossman GM, Krueger AB (1991) Environmental impacts of a North American free trade agreement. CEPR Discussion Papers 8(2):223–250

    Google Scholar 

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

    Google Scholar 

  • Hao Y, Liu YM (2015) Has the development of FDI and foreign trade contributed to China’s CO 2 emissions? An empirical study with provincial panel data. Nat Hazards 76(2):1079–1091

    Google Scholar 

  • Hao Y, Guo Y, Guo Y, Wu H, Ren S (2020) Does outward foreign direct investment (OFDI) affect the home country’s environmental quality? The case of China. Struct Chang Econ Dyn 52:109–119

    Google Scholar 

  • Hou L, Li KP, Li Q, Min OY (2021) Revisiting the location of FDI in China: a panel data approach with heterogeneous shocks. J Econ 221(2):483–509

    Google Scholar 

  • Im KS, Pesaran MH, Shin Y (2003) Testing for unit roots in heterogeneous panels. J Econ 115(1):53–74

    Google Scholar 

  • Javorcik BS, Wei SJ (2003) Pollution havens and foreign direct investment: dirty secret or popular myth? Contributions in Econ Anal Pol 3(2):1244–1275

    Google Scholar 

  • Jiang XY, Zhao S (2019) Does FDI inhibit carbon emissions from the perspective of dual environmental regulation——an empirical study based on dynamic system GMM estimation and threshold model. J Int Trade 3:115–130 ((in Chinese))

    Google Scholar 

  • Keller W, Levinson A (2002) Pollution abatement costs and foreign direct investment inflows to US states. Rev Econ Stat 84(4):691–703

    Google Scholar 

  • Khan S, Azam M, Ozturk I, Saleem SF (2021) Analysing association in environmental pollution, tourism and economic growth: empirical evidence from the Commonwealth of Independent States. J Asian Afr Stud. https://doi.org/10.1177/00219096211058881

    Article  Google Scholar 

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

    Google Scholar 

  • Li ZH (2015) Threshold effects of foreign direct investment on China’s carbon emissions. Res Sci 37(01):163–174 ((in Chinese))

    Google Scholar 

  • Liu HY, Gong MQ (2018) A study on the factor market distortion and carbon emission scale effect of two-way FDI. China Popul Resour Environ 28(10):27–35 ((in Chinese))

    Google Scholar 

  • Liu SJ, Xu XL (2021) The pollution halo effect of technology spillover and pollution haven effect of economic growth in agricultural foreign trade: two sides of the same coin? Environ Sci Pollut Res 28(16):20157–20173

    Google Scholar 

  • Liu QQ, Wang SJ, Zhang WZ, Zhan DS (2018) Does foreign direct investment affect environmental pollution in China’s cities? A spatial econometric perspective. Sci Total Environ 613:521–529

    Google Scholar 

  • Liu MF, Chen L, Liao JQ (2020) Effects of environmental regulation tool on upgrading of regional industrial structure: an empirical test based on Chinese provincial panel data. Ecol Econ 36(02):152–159 ((in Chinese))

    Google Scholar 

  • Lu ZN, Luo YS (2020) Study on the effect of two-way FDI on carbon dioxide emission intensity in China. Statistics & Decision 36(07):81–84 ((in Chinese))

    Google Scholar 

  • Luo Y, Lu Z, Long X (2020) Heterogeneous effects of endogenous and foreign innovation on CO2 emissions stochastic convergence across China. Energy Econ 91:104893

    Google Scholar 

  • Luo Y, Salman M, Lu Z (2021) Heterogeneous impacts of environmental regulations and foreign direct investment on green innovation across different regions in China. Sci Total Environ 759:143744

    CAS  Google Scholar 

  • Malik MY, Latif K, Khan Z, Butt HD, Hussain M, Nadeem MA (2020) Symmetric and asymmetric impact of oil price, FDI and economic growth on carbon emission in Pakistan: evidence from ARDL and non-linear ARDL approach. Sci Total Environ 726:138421

    CAS  Google Scholar 

  • Mert M, Caglar AE (2020) Testing pollution haven and pollution halo hypotheses for Turkey: a new perspective. Environ Sci Pollut Res 27(26):32933–32943

    Google Scholar 

  • Nathaniel S, Aguegboh E, Iheonu C, Sharma G, Shah M (2020) Energy consumption, FDI, and urbanization linkage in coastal Mediterranean countries: re-assessing the pollution haven hypothesis. Environ Sci Pollut Res 27(28):35474–35487

    Google Scholar 

  • Pedroni P (2004) Panel cointegration: asymptotic and finite sample properties of pooled time series tests with an application to the PPP hypothesis. Economet Theor 20(3):597–625

    Google Scholar 

  • Pesaran MH (2007) A simple panel unit root test in the presence of cross-section dependence. J Appl Economet 22(2):265–312

    Google Scholar 

  • Pesaran MH (2021) General diagnostic tests for cross-sectional dependence in panels. Empirical Economics 60(1):13–50

    Google Scholar 

  • Pollitt H (2020) Analysis: going carbon neutral by 2060 ‘will make China richer’. Carbon Brief 24. https://scholar.google.com/scholar?q=Analysis:%20Going%20carbon%20neutral%20by%202060%20will%20make%20China%20richer

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

    Google Scholar 

  • Robinson PM (1988) Root-N-consistent semiparametric regression. Econ J Econ Soc 56:931–954

    Google Scholar 

  • Shan Y, Guan D, Zheng H, Qu J, Li Y, Meng J, Mi Z, Liu Z, Zhang Q (2018) China CO2 emission accounts 1997–2015. Scientific Data 5(1):1–14

    Google Scholar 

  • Shan Y, Huang Q, Guan D, Hubacek K (2020) China CO2 emission accounts 2016–2017. Scientific Data 7(1):1–9

    Google Scholar 

  • Shao QL, Wang XL, Zhou Q, Balogh L (2019) Pollution haven hypothesis revisited: a comparison of the BRICS and MINT countries based on VECM approach. J Clean Prod 227:724–738

    Google Scholar 

  • Shen J, Wei YD, Yang Z (2017) The impact of environmental regulations on the location of pollution-intensive industries in China. J Clean Prod 148:785–794

    Google Scholar 

  • Solarin SA, Al-Mulali U, Musah I, Ozturk I (2017) Investigating the pollution haven hypothesis in Ghana: an empirical investigation. Energy 124:706–719

    Google Scholar 

  • Sun SS, Bai YP, Che L, Qiao FW, Yang XD (2021) Spatial heterogeneity analysis of the impact of environmental regulations on carbon emissions in China. Ecol Econ 37(02):28–34 ((in Chinese))

    Google Scholar 

  • Tang H, Liu J, Wu J (2020) The impact of command-and-control environmental regulation on enterprise total factor productivity: a quasi-natural experiment based on China’s “Two Control Zone” policy. J Cleaner Prod 254:120011

    Google Scholar 

  • Taylor MS (2005) Unbundling the pollution haven hypothesis. Adv Econ Anal Pol 4(2):1–30

    Google Scholar 

  • Ur-Rahman Z, Chongbo W, Ahmad M (2019) An (a) symmetric analysis of the pollution haven hypothesis in the context of Pakistan: a non-linear approach. Carbon Manag 10(3):227–239

    CAS  Google Scholar 

  • Walter I, Ugelow JL (1979) Environmental policies in developing countries. Ambio 8:102–109

    Google Scholar 

  • Wang H, Liu H (2019) Foreign direct investment, environmental regulation, and environmental pollution: an empirical study based on threshold effects for different Chinese regions. Environ Sci Pollut Res 26(6):5394–5409

    Google Scholar 

  • Westerlund J, Edgerton DL (2007) A panel bootstrap cointegration test. Econ Lett 97(3):185–190

    Google Scholar 

  • Yin QM, Fan MY (2020) Threshold effect of two-way FDI on China’s carbon emission viewing from environmental regulations. Resources & Industries 22(01):24–31 ((in Chinses))

    CAS  Google Scholar 

  • Yu X, Li Y (2020) Effect of environmental regulation policy tools on the quality of foreign direct investment: an empirical study of China. J Cleaner Prod 270:122346

    Google Scholar 

  • Yu Z, Golpîra H, Khan SAR (2018) The relationship between green supply chain performance, energy demand, economic growth and environmental sustainability: an empirical evidence from developed countries. LogForum 14(4):479–494

    Google Scholar 

  • Zarsky L (1999) Havens, halos and spaghetti: untangling the evidence about foreign direct investment and the environment. Foreign Direct Investment and the Environment 13(8):47–74

    Google Scholar 

  • Zhai L, Wang JP, Zhen JB (2018) Influence of environmental regulations on regional eco-efficiency. Resources & Industries 1:55–60 ((in Chinese))

    Google Scholar 

  • Zhang Y, Yan D, Hu S, Guo SY (2019) Modelling of energy consumption and carbon emission from the building construction sector in China, a process-based LCA approach. Energy Policy 134:110949

    Google Scholar 

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

    Google Scholar 

  • Zhou L, Pang CC (2013) Home country environmental effects of China’s foreign direct investment: based on the perspective of regional differences. China Popul Resour Environ 23(08):131–139 ((in Chinese))

    Google Scholar 

  • Zhu HM, Duan LJ, Guo YW, Yu KM (2016) The effects of FDI, economic growth and energy consumption on carbon emissions in ASEAN-5: evidence from panel quantile regression. Econ Model 58:237–248

    Google Scholar 

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Funding

This paper is supported by the Beijing Municipal Social Science Foundation (no. 16JDYJB031) and the Fundamental Research Funds for the Central 594 Universities (no. 2020YJ008).

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ZJ: Conceptualization, methodology, software, formal analysis, writing-original draft, visualization, resources, data curation, and supervision. ZX: Project administration, validation, investigation, and funding acquisition.

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Correspondence to Zhao Xin-gang or Zhu Jin.

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Xin-gang, Z., Jin, Z. Impacts of two-way foreign direct investment on carbon emissions: from the perspective of environmental regulation. Environ Sci Pollut Res 29, 52705–52723 (2022). https://doi.org/10.1007/s11356-022-19598-w

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