Abstract
China’s Going Global Strategy and Belt and Road Initiative gained great attention among scholars. Moreover, it is believed that Chinese investments abroad cause serious social and environmental externalities. Hence, in this paper, we examine how China’s foreign direct investments influence the carbon emissions of 35 Belt and Road Initiative countries from 2000 to 2019. To do so, we use a panel model that accounts for heterogeneity and country cross-section dependence. Our results show that while other countries’ foreign direct investments have contributed to the deterioration of the environment in these countries, Chinese investments have not. This substantiates the hypothesis of the halo effect influence of China’s foreign investments as opposed to other countries’ investments which may seek a haven for its carbon emissions. These results highlight the importance of source and destination regulations of foreign direct investments in terms of their environmental impact and carbon emissions in the Belt and Road Initiative countries. It also provides a fresh finding on the efficacy of China’s foreign investment management policies and regulations in producing the desired environmental outcome in hosting countries.


Data availability
All the data and tools/models used for this work are publicly available.
Notes
The Built and Road Initiative is China’s expansive connectivity vision. It aims to connect countries in order to establish the modern silk road and enhance trade and economic relations.
We refer to China’s foreign direct investment globally as OFDI. China’s global investments is composed of FDI equity investment and construction projects. Between 2005 and 2019, China invested US$ 815.3 billion worth of in construction projects and US$ 1.23 trillion in FDI equity investments.
Buckley et al. (2007) has reported that China invests in countries with lax environmental regulations and extensive natural resources. Other issues raised regarding China’s foreign investments are poor performance, state support, and, most recently, a co-operative mechanism of destruction under the BRI economic vision.
The BRI regions include 60 countries with a total population of over 4 billion people and a sizable fraction of the world’s output and trade. These countries control around 65% of land-based road trade as well as 30% of maritime trade (Swaine 2015). In these countries, China follows a policy of co-construction, cooperation, and sharing. It also has a continuously growing investment that strengthens its economic ties with these places. The BRI was proposed in 2013, and it gradually changed from a concept, initiative, and vision to consensus and action.
There is also He (2006) on China, Seker et al. (2015) on Turkey, Shahbaz et al. 2019b) on MENA countries, Solarin et al. (2017) on Ghana, Paramati et al. (2016) on 20 emerging economies, Shahbaz et al. (2014) on Middle Eastern countries, Abdouli and Hammami (2017) on MENA countries, and Shahbaz et al. (2015) on high-, middle-, and low-income countries.
The developed host countries impose environmental regulations on FDI and this may also explain the obtained results.
One of the first action plans in response to the climate change was the Framework Convention on Climate Change, initiated in Kyoto (Japan) on December 11, 1997. It led to the commitment of the implementation of the Kyoto Protocol in 1997 (UN 2013). This came into force on February 16, 2005. Since then, various other international agreements have been finalized, which are all focusing on reducing CO2 emissions.
On the econometric influence of assuming homogeneity in panels, see Breitung (2005).
In this paper, we have also estimated the AMG model in order to ensure valid inference. More details on these techniques can be found in Pesaran and Yamagata (2008).
Countries with missing data are excluded from the sample.
This point has been brought to our attention by the anonymous referee; we thank him for such comment.
In the AMG model, the coefficient that measures the influence of China’s foreign investment on emissions is significant and it is estimated at −0.061. This implies that one standard deviation increase in China’s foreign investment would reduce CO2 emissions by around −7.2%. It is computed as −0.072 = −0.061×3.635×100/3.
This particularly applies in developed countries where there are many regulations that aim to protect the environment.
Chinese overseas investments in the BRI economies have raised environmental concerns. These are mainly the investment projects in ecologically sensitive areas such as arid regions, biodiversity hotspots, and protected areas (See Tracy et al. 2017). Many of these BRI projects are stopped: For instance, the Myitsone dam project in Myanmar in 2011, and the new Hong Kong project in Sri Lanka in 2014 were both cancelled.
The going abroad strategy of China defines rules for investments: investment in advanced technology and equipment; a long-term supply of raw materials; generation of foreign currency; ad exports to China’s machinery, labor, service, material, and engineering; and survive the home-country domestic market.
The risk management initiative at the global level has been cooperatively launched by the Green Finance Committee, the Investment Association of China, the China Banking Association, the Asset Management Association of China, the Insurance Asset Management Association of China, the China Trustee Association, and the Foreign Economic Cooperation Office of the Ministry of Environment Protection.
Specifically, in line with our previous findings, the results show that COFDI, REC, and TR influence on emissions is favorable while the effect of NCFDI is positive. All parameters are significant at the 1% level.
This important point has been brought to our attention by the anonymous referee; we thank him for such comment.
References
Abdouli M, Hammami SJ (2017) Investigating the causality links between environmental quality, foreign direct investment and economic growth in MENA countries. Int Bus Rev 26(2):264–278. https://doi.org/10.1016/j.ibusrev.2016.07.004
Acharyya J (2009) FDI, growth, and the environment: evidence from india on co2 emission during the last two decades. J Econ Dev 34(1):43
Ahmad M, Jiang P, Majeed A, Raza MY (2020) Does financial development and foreign direct investment improve environmental quality? Evidence from belt and road countries. Environ Sci Pollut Res 27(19):23586–23601. https://doi.org/10.1007/s11356-020-08748-7
Aslan A, Destek MA, Okumus I (2018) Sectoral carbon emissions and economic growth in the US: Further evidence from rolling window estimation method. J Clean Prod 200:402–411. https://doi.org/10.1016/j.jclepro.2018.07.237
Al-Mulali U, Ozturk I, Solarin A (2016) Investigating the environmental Kuznets curve hypothesis in seven regions: the role of renewable energy. Ecol Indic 67:267–282. https://doi.org/10.1016/j.ecolind.2016.02.059
Al-mulali U, Tang CF (2013) Investigating the validity of pollution haven hypothesis in the gulf cooperation council (gcc) countries. Energy Policy 60:813–819. https://doi.org/10.1016/j.enpol.2013.05.055
Ang JB (2008) Economic development, pollutant emissions and energy consumption in malaysia. J Policy Model 30(2):271–278. https://doi.org/10.1016/j.jpolmod.2007.04.010
Anwar S, Nguyen LP (2010) Foreign direct investment and economic growth in vietnam. Asia Pac Bus Rev 16(1-2):183–202. https://doi.org/10.1080/10438590802511031
Anwar S, Sun S (2011) Financial development, foreign investment and economic growth in malaysia. J Asian Econ 22(4):335–342. https://doi.org/10.1016/j.asieco.2011.04.001
Arellano M, Bond S (1991) Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Rev Econ Stud 58:277–297. https://doi.org/10.2307/2297968
Solarin SA, Al-Mulali U, Gan GGG, Shahbaz M (2018) The impact of biomass energy consumption on pollution: evidence from 80 developed and developing countries. Environ Sci Pollut Res 25(23):22641–22657. https://doi.org/10.1007/s11356-018-2392-5
Baek J (2016) A new look at the FDI–income–energy–environment nexus: dynamic panel data analysis of ASEAN. Energy Policy 91:22–27. https://doi.org/10.1016/j.enpol.2015.12.045
Bakhsh K, Rose S, Ali MF, Ahmad N, Shahbaz M (2017) Economic growth, CO 2 emissions, renewable waste and FDI relation in Pakistan: new evidences from 3SLS. J Environ Manag 196:627–632. https://doi.org/10.1016/j.jenvman.2017.03.029
Baloch MA, Zhang J, Iqbal K, Iqbal Z (2019) The effect of financial development on ecological footprint in BRI countries: evidence from panel data estimation. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-018-3992-9
Balsalobre-Lorente D, Gokmenoglu K, Taspinar N, Cantos-Cantos J (2019) An approach to the pollution haven and pollution halo hypotheses in MINT countries. Environ Sci Pollut Control Ser 26(22):23010–23026. https://doi.org/10.1007/s11356-019-05446-x
Behera SR, Dash DP (2017) The effect of urbanization, energy consumption, and foreign direct investment on the carbon dioxide emission in the SSEA (South and Southeast Asian) region. Renew Sust Energ Rev 70:96–106. https://doi.org/10.1016/j.rser.2016.11.201
Bergstrom JC, Wetzstein ME (2013) Carbon dioxide emissions and economic growth in the us. J Policy Model 35(6):1014–1028. https://doi.org/10.1016/j.jpolmod.2013.08.001
Bhuiyan MA, Jabeen M, Zaman K, Khan A, Ahmad J, Hishan SS (2018) The impact of climate change and energy resources on biodiversity loss: Evidence from a panel of selected Asian countries. Renew Energy 117:324–340. https://doi.org/10.1016/j.renene.2017.10.054
Birdsall N, Wheeler D (1992) Trade policy and industrial pollution in Latin America: where are the pollution havens? In: Low P (ed) International trade and the environment, World Bank Discussion Papers, 159th edn. World Bank, Washington. https://doi.org/10.1177/107049659300200107
Birdsall N, Wheeler D (1993) Trade policy and industrial pollution in Latin America: where are the pollution havens? J Environ Dev 2(1):137–149. https://doi.org/10.1177/107049659300200107
Blundell R, Bond S (1998) Initial conditions and moment restrictions in dynamic panel data models. J Econ 87:115–143. https://doi.org/10.1016/S0304-4076(98)00009-8
Breitung J (2005) A parametric approach to the estimation of cointegration vectors in panel data. Econom Rev 24(2):151–173
Buckley PJ, Clegg J, Cross AR, Liu X, Voss H, Zheng P (2007) The determinants of Chinese outward foreign direct investment. J Int Bus Stud 38(4):499–518. https://doi.org/10.1057/palgrave.jibs.8400277
Chudik A, Pesaran MH (2015) Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors. J Econ 188:393–420. https://doi.org/10.1016/j.jeconom.2015.03.007
Churchill SA, Inekwe J, Ivanovski K, Smyth R (2017) The environmental kuznets curve in the OECD: 1870-2014. Energy Econ 75: 389e399. https://doi.org/10.1016/j.eneco.2018.09.004
Cole MA, Elliott RJR (2003) Determining the trade–environment composition effect: the role of capital, labor and environmental regulations. J Environ Econ Manag 46:363–383. https://doi.org/10.1016/S0095-0696(03)00021-4
Cole MA, Fredriksson PG (2009) Institutionalized pollution havens. Ecol Econ 68(4):1239–1256. https://doi.org/10.1016/j.ecolecon.2008.08.011
de Chazal J, Rounsevell MDA (2009) Land-use and climate change within assessments of biodiversity change: a review. Glob Environ Chang 19:306–315. https://doi.org/10.1016/j.gloenvcha.2008.09.007
Dong K, Sun R, Hochman G (2017) Do natural gas and renewable energy consumption lead to less CO2 emission? Empirical evidence from a panel of BRICS countries. Energy 141:1466–1478. https://doi.org/10.1016/j.energy.2017.11.092
Eberhardt M, Teal F (2010) Productivity analysis in global manufacturing production. Discussion Paper 515. Department of Economics, University of Oxford. http://www.economics.ox.ac.uk/research/WP/pdf/paper515.pdf
Eberhardt M, Teal F (2011) Econometrics for grumblers: a new look at the literature on cross-country growth empirics. J Econ Surv 25:109–155. https://doi.org/10.1111/j.1467-6419.2010.00624.x
Friedl B, Getzner M (2003) Determinants of co2 emissions in a small open economy. Ecol Econ 45(1):133–148. https://doi.org/10.1016/S0921-8009(03)00008-9
Grossman GM, Krueger AB (1991) Environmental impacts of a North American free trade agreement. National Bureau of economic research Cambridge, Mass, Cambridge. https://doi.org/10.3386/w3914
Grossman GM, Krueger AB (1993) ‘Environmental impacts of a north American free trade agreement’, nber.org/papers/w3914. Accessed 10 Mar 2021
Grossman GM, Krueger AB (1994) Economic growth and the environment. Q J Econ 110(2):353–377. https://doi.org/10.2307/2118443
Grossman GM, Krueger AB (1995) Economic growth and the environment. Q J Econ 110(2):353–377. https://doi.org/10.2307/2118443
Hanif I (2018) Impact of economic growth, nonrenewable and renewable energy consumption, and urbanization on carbon emissions in Sub-Saharan Africa. Environ Sci Pollut Res 25:15057–15067. https://doi.org/10.1007/s11356-018-1753-4
Hanif I (2018) Energy consumption habits and human health nexus in Sub-Saharan AfricaI. Environ Sci Pollut Res 25(22):21701–21712. https://doi.org/10.1007/s11356-018-2336-0
Haug AA, Ucal MJ (2019) The role of trade and FDI for CO2 emissions in turkey: nonlinear relationships. Energy Econ 81:297–307. https://doi.org/10.1016/j.eneco.2019.04.006
Hausman JA (1978) Specification tests in econometrics. Econometrica 46:1251–1271
He JJ (2006) Pollution haven hypothesis and environmental impacts of foreign direct investment: the case of industrial emission of sulfur dioxide (so2) in Chinese provinces. Ecol Econ 60(1):228–245. https://doi.org/10.1016/j.ecolecon.2005.12.008
Holtz-Eakin D, Selden TM (1995) Stoking the fires? co2 emissions and economic growth, NBER. Org. J Public Econ 57(1):85–101. https://doi.org/10.1016/0047-2727(94)01449-X
Hou F, Su H, Li Y, Qian Y, Xiao J, Guo S (2021) The impact of foreign direct investment on China’s carbon emissions. Sustainability 13(21):11911. https://doi.org/10.3390/su132111911
Hu D, You K, Esiyok B (2021) Foreign direct investment among developing markets and its technological impact on host: Evidence from spatial analysis of Chinese investment in Africa. Technol Forecast Soc Change 166:120593. https://doi.org/10.1016/j.techfore.2021.120593
Huang YJ (2019) Environmental risks and opportunities for countries along the belt and road: location choice of china's investment. J Clean Prod 211:14–26. https://doi.org/10.1016/j.jclepro.2018.11.093
Huynh CM, Hoang HH (2019) Foreign direct investment and air pollution in Asian countries: does institutional quality matter? Appl Econ Lett 26(17):1388–1392. https://doi.org/10.1080/13504851.2018.1563668
IEA (2019) The Southeast Asia Energy Outlook 2019. Available at: www.iea.org/southeastasia2019
Jaforullah M, King A (2017) The econometric consequences of an energy consumption variable in a model of co2 emissions. Energy Econ 63:84–91. https://doi.org/10.1016/j.eneco.2017.01.025
Jebli MB, Youssef SB, Ozturk I (2016) Testing environmental Kuznets curve hypothesis: the role of renewable and non-renewable energy consumption and trade in OECD countries. Ecol Indic 60:824–831. https://doi.org/10.1016/j.ecolind.2015.08.031
Jijian Z, Twum KA, Agyemang AO, Edziah BK, Ayamba EC (2021) Empirical study on the impact of international trade and foreign direct investment on carbon emission for belt and road countries. Energy Rep 7:7591–7600. https://doi.org/10.1016/j.egyr.2021.09.122
Kao C (1999) Spurious regression and residual-based tests for cointegration in panel data. J Econ 90(1):1–44. https://doi.org/10.1016/S0304-4076(98)00023-2
Khan Z, Sisi Z, Siqun Y (2019) Environmental regulations an option: asymmetry effect of environmental regulations on carbon emissions using non-linear ARDL. Energy Sources Part A Recover Util Environ Eff 41:137–155. https://doi.org/10.1080/15567036.2018.1504145
Khan A, Chenggang Y, Bano S, Hussain J (2020) The empirical relationship between environmental degradation, economic growth, and social well-being in Belt and Road Initiative countries. Environ Sci Pollut Res 27:30800–30814. https://doi.org/10.1007/s11356-020-09058-8
Khan I, Hou F, Le HP (2021) The impact of natural resources, energy consumption, and population growth on environmental quality: fresh evidence from the United States of America. Sci Total Environ 754:142222. https://doi.org/10.1016/j.scitotenv.2020.142222
Lartey EKK (2013) Remittances, investment and growth in sub-Saharan Africa. J Int Trade Econ Dev 22:1038–1058. https://doi.org/10.1080/09638199.2011.632692
Levin A, Lin C-F, Chu C-S J (2002) Unit root tests in panel data: asymptotic and finite-sample properties. J Econ 108:1–24. https://doi.org/10.1016/S0304-4076(01)00098-7
Li W, Yang G, Li X (2019) Modeling the evolutionary nexus between carbon dioxide emissions and economic growth. J Clean Prod 215:1191–1202. https://doi.org/10.1016/j.jclepro.2019.01.100
Li W, Qiao Y, Li X, Wang Y (2021) Energy consumption, pollution haven hypothesis, and Environmental Kuznets curve: examining the environment-economy link in belt and road initiative countries. Energy, in press. https://doi.org/10.1016/j.energy.2021.122559
Liu Y, Hao Y, Gao Y (2017) The environmental consequences of domestic and foreign investment: evidence from China. Energy Policy 108:271–280. https://doi.org/10.1016/j.enpol.2017.05.055
Mahadevan R, Sun Y (2020) Effects of foreign direct investment on carbon emissions: evidence from China and its Belt and Road countries. J Environ Manag 276:111321. https://doi.org/10.1016/j.jenvman.2020.111321
Mahmood H, Alkhateeb TTY, Furqan M (2020) Exports, imports, foreign direct investment and CO2 emissions in North Africa: spatial analysis. Energy Rep 6:2403–2409. https://doi.org/10.1016/j.egyr.2020.08.038
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. https://doi.org/10.1016/j.scitotenv.2020.138421
Marques AC, Caetano R (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. https://doi.org/10.1016/j.strueco.2020.08.005
Merican Y (2007) Foreign direct investment and pollution in five Asian nations. Int J Econ Manag 1(2):245–261
Mert M, Bölük G, Çağlar AE (2019) Interrelationships among foreign direct investments, renewable energy, and CO 2 emissions for different European country groups: a panel ARDL approach. Environ Sci Pollut Res 26(21):21495–21510. https://doi.org/10.1007/s11356-019-05415-4
Ministry of Commerce PR China, (2019) National Bureau of Statistics, State Administration of Foreign Exchange. Statistical Bulletin of China’s outward Foreign Direct Investment 1–171.
Muhammad S, Long X (2020) Rule of law and CO2 emissions: a comparative analysis across 65 belt and road initiative (BRI) countries. J Clean Prod 279:123539. https://doi.org/10.1016/j.jclepro.2020.123539
Muhammad S, Long X, Salman M, Dauda L (2020) Effect of urbanization and international trade on CO2 emissions across 65 belt and road initiative countries. Energy 196:117102. https://doi.org/10.1016/j.energy.2020.117102
Nasir MA, Huynh TLD, Tram HTX (2019) Role of financial development, economic growth & foreign direct investment in driving climate change: a case of emerging asean. J Environ Manag 242:131–141. https://doi.org/10.1016/j.jenvman.2019.03.112
Naughton HT (2014) To shut down or to shift: multinationals and environmental regulation. Ecol Econ 102(102):113–117. https://doi.org/10.1016/j.ecolecon.2014.03.013
Naz S, Sultan R, Zaman K, Aldakhil AM, Nassani AA, Abro MMQ (2019) Moderating and mediating role of renewable energy consumption, FDI inflows, and economic growth on carbon dioxide emissions: evidence from robust least square estimator. Environ Sci Pollut Res 26:2806–2819. https://doi.org/10.1007/s11356-018-3837-6
Omri A (2013) Co2 emissions, energy consumption and economic growth nexus in mena countries: evidence from simultaneous equations models. Energy Econ 40:657–664. https://doi.org/10.1016/j.eneco.2013.09.003
Pao H, Tsai C (2010) Co2 emissions, energy consumption and economic growth in bric countries. Energy Policy 38(12):7850–7860. https://doi.org/10.1016/j.enpol.2010.08.045
Pao H-T, Tsai C-M (2011) Multivariate granger causality between co2 emissions, energy consumption, fdi (foreign direct investment) and gdp (gross domestic product): evidence from a panel of BRIC (Brazil, Russian federation, India, and China) countries. Energy 36(1):685–693. https://doi.org/10.1016/j.energy.2010.09.041
Paramati SR, Ummalla M, Apergis N (2016) The effect of foreign direct investment and stock market growth on clean energy use across a panel of emerging market economies. Energy Econ 56:29–41. https://doi.org/10.1016/j.eneco.2016.02.008
Pazienza P (2015a) The environmental impact of the FDI inflow in the transport sector of oecd countries and policy implications. Int Adv Econ Res 21(1):105–116. https://doi.org/10.1007/s11294-014-9511-y
Pazienza P (2015b) The relationship between co2 and foreign direct investment in the agriculture and fishing sector of OECD countries: evidence and policy considerations. Intelektinė Ekon 9(1):55–66
Pedroni P (1999) Critical values for cointegration tests in heterogeneous panels with multiple regressors. Oxf Bull Econ Stat 61(S1):653–670. https://doi.org/10.1111/1468-0084.0610s1653
Pedroni P (2004) ‘Panel cointegration: asymptotic and finite sample properties of pooled time series tests with an application to the PPP hypothesis. Econ Theory 20(3):597–625. https://doi.org/10.1017/S0266466604203073
Pereira AM, Pereira RMM (2010) Is fuel-switching a no-regrets environmental policy? VAR evidence on carbon dioxide emissions, energy consumption and economic performance in Portugal. Energy Econ 32(1):227–242. https://doi.org/10.1016/j.eneco.2009.08.002
Pesaran MH (2004). General diagnostic tests for cross section dependence in panels, econstor.eu.
Pesaran MH (2006) Estimation and inference in large heterogeneous panels with a multifactor error structure. Econometrica 74:967–1012. https://doi.org/10.1111/j.1468-0262.2006.00692.x
Pesaran MH (2007) A simple panel unit root test in the presence of cross-section dependence. J Appl Econ 22(2):265–312. https://doi.org/10.1002/jae.951
Pesaran MH, Yamagata T (2008) Testing slope homogeneity in large panels. J Econ 142:50–93. https://doi.org/10.1016/j.jeconom.2007.05.010
Phillips PC, Sul D (2003) Dynamic panel estimation and homogeneity testing under cross section dependence. Econ J 6(1):217–259. https://doi.org/10.1111/1368-423X.00108
Rahman ZUr, Chongbo W, Ahmad M (2019) An (a) symmetric analysis of the pollution haven hypothesis in the context of Pakistan: a nonlinear approach. Carbon Manag 10(3):227–239. https://doi.org/10.1080/17583004.2019.1577179
Rasit NB & Aralas SB (2017). ‘The pollution haven hypothesis: an analysis of ASEAN and OECD countries. Proceedings of International Conference on Economics 2017, (ICE 2017).
Rauf A, Liu X, Amin W, Rehman OU, Li J (2020) Does sustainable growth, energy consumption and environment challenges matter for Belt and Road Initiative feat? A novel empirical investigation. J Clean Prod 262:121344. https://doi.org/10.1016/j.jclepro.2020.121344
Saboori B, Sulaiman J, Mohd S (2012) Economic growth and CO2 emissions in Malaysia: a cointegration analysis of the environmental Kuznets curve. Energy Policy 51:184–191. https://doi.org/10.1016/j.enpol.2012.08.065
Sapkota P, Bastola U (2017) Foreign direct investment, income, and environmental pollution in developing countries: panel data analysis of Latin America. Energy Econ 64:206–212. https://doi.org/10.1016/j.eneco.2017.04.001
Sarkodie SA, Strezov V (2019) Effect of foreign direct investments, economic development and energy consumption on greenhouse gas emissions in developing countries. Sci Total Environ 646:862–871. https://doi.org/10.1016/j.scitotenv.2018.07.365
Saud S, Chen S, Danish, & Haseeb, A. (2019) Impact of financial development and economic growth on environmental quality: an empirical analysis from Belt and Road Initiative (BRI) countries. Environ Sci Pollut Res 26:2253–2269. https://doi.org/10.1007/s11356-018-3688-1
Sehid GM, Aslan M (2019) ‘Impacts of economic indicators on environmental degradation: Evidence from MENA countries. Renew Sust Energ Rev 103:259–268. https://doi.org/10.1016/j.rser.2018.12.042
Seker F, Ertugrul HM, Cetin M (2015) The impact of foreign direct investment on environmental quality: a bounds testing and causality analysis for Turkey. Renew Sust Energ Rev 52:347–356. https://doi.org/10.1016/j.rser.2015.07.118
Shahbaz M, Khan S, Tahir MI (2013) The dynamic links between energy consumption, economic growth, financial development and trade in China: fresh evidence from multivariate framework analysis. Energy Econ 40:8–21. https://doi.org/10.1016/j.eneco.2013.06.006
Shahbaz M et al (2014) Economic growth, electricity consumption, urbanization and environmental degradation relationship in United Arab Emirates. Ecol Indic 45:622–631. https://doi.org/10.1016/j.ecolind.2014.05.022
Shahbaz M et al (2015) Does foreign direct investment impede environmental quality in high-, middle-, and low-income countries? Energy Econ 51:275–287. https://doi.org/10.1016/j.eneco.2015.06.014
Shahbaz M et al (2019a) ‘Foreign direct Investment–CO2 emissions nexus in Middle East and North African countries: importance of biomass energy consumption. J Clean Prod 217:603–614. https://doi.org/10.1016/j.jclepro.2019.01.282
Shahbaz M, Gozgor G, Adom PK, Hammoudeh S (2019b) The technical decomposition of carbon emissions and the concerns about FDI and trade openness effects in the United States. Int Econ 159:56–73. https://doi.org/10.1016/j.inteco.2019.05.001
Sharma SS (2011) Determinants of carbon dioxide emissions: empirical evidence from 69 countries. Appl Energy 88(1):376–382. https://doi.org/10.1016/j.apenergy.2010.07.022
Solarin SA, Al-Mulali U (2018) Influence of foreign direct investment on indicators of environmental degradation. Environ Sci Pollut Res 25:24845–24859. https://doi.org/10.1007/s11356-018-2562-5
Solarin SA et al (2017) Investigating the pollution haven hypothesis in Ghana: an empirical investigation. Energy 124:706–719. https://doi.org/10.1016/j.energy.2017.02.089
Sung B, Song W-Y, Park S-D (2018) How foreign direct investment affects CO2 emission levels in the Chinese manufacturing industry: evidence from panel data. Econ Syst 42:320–331. https://doi.org/10.1016/j.ecosys.2017.06.002
Swaine MD (2015) ‘Chinese views and commentary on the One Belt, One Road initiative’, hoover.org 47(2):3. Accessed 22 Jun 2021
Tawiah VK, Zakari A, Khan I (2021) The environmental footprint of China-Africa engagement: an analysis of the effect of China – Africa partnership on carbon emissions. Sci Total Environ 756:143603. https://doi.org/10.1016/j.scitotenv.2020.143603
Taylor MS, Policy (2005) Unbundling the pollution haven hypothesis. Adv Econ Anal Policy 3(2):1–28. https://doi.org/10.2202/1538-0637.1408
The IPA Observer (2019) https://unctad.org/en/PublicationsLibrary/diaemisc2019d4_en.pdf. Accessed 10 Mar 2021
Tracy EF, Shvarts E, Simonov E, Babenko M (2017) China’s new eurasian ambitions: the environmental risks of the silk road economic belt. Eurasian Geogr Econ 58(1):56–88. https://doi.org/10.1080/15387216.2017.1295876
Tung CY & Wen F-I (2019). China’s investment in belt and road countries: an industrial perspective. China’s Belt and Road Initiative in a Global Context’, Springer, pp. 121-145. https://doi.org/10.1007/978-3-030-14722-8_6
UN (2013) Kyoto Protocol, United Nations, 2013, https://unfccc.int/kyoto_ protocol/items/2830.php, [accessed 03.10.2015].
UNCTAD (2018) World investment report 2018, investment and new industrial polices. UNCTAD, New York and Geneva
UNCTAD (2019) World investment report 2019, investment and new industrial polices, UNCTAD New York and Geneva
Uzar U, Eyuboglu K (2019) The nexus between income inequality and co2 emissions in turkey. J Clean Prod 227:149–157. https://doi.org/10.1016/j.jclepro.2019.04.169
Vu TB (2008) Foreign direct investment and endogenous growth in Vietnam. Appl Econ 40(9):1165–1173. https://doi.org/10.1080/00036840600749433
Walter I, Ugelow JL (1979) Environmental policies in developing countries. Ambio:102–109
Wang Z-X, Li QJ (2019) Modelling the nonlinear relationship between co2 emissions and economic growth using a pso algorithm-based grey verhulst model. J Clean Prod 207:214–224. https://doi.org/10.1016/j.jclepro.2018.10.010
Wang Y, Liao M, Wang Y, Xu L, Malik A (2021) The impact of foreign direct investment on China’s carbon emissions through energy intensity and emissions trading system. Energy Econ 97:105212. https://doi.org/10.1016/j.eneco.2021.105212
Waqih MAU et al (2019) ‘Rising environmental degradation and impact of foreign direct investment: an empirical evidence from SAARC region. J Environ Manag 243:472–480. https://doi.org/10.1016/j.jenvman.2019.05.001
World Development Indicators (WDI) (2019). Available at: https://databank.worldbank.org/source/world-development-indicators
WTO (2000) http://ccsi.columbia.edu/files/2015/12/KPS-MDN-Chinas-OFDI-IIL-Nov.-15-published.pdf. Accessed 30 Oct 2021
Wu H, Ren S, Yan G, Hao Y (2020) Does China's outward direct investment improve green total factor productivity in the “Belt and Road” countries? Evidence from dynamic threshold panel model analysis. J Environ Manag 275:111295. https://doi.org/10.1016/j.jenvman.2020.111295
Xie F, Zhang B (2021) Impact of China’s outward foreign direct investment on green total factor productivity in “Belt and Road” participating countries: a perspective of institutional distance. Environ Sci Pollut Res 28:4704–4715. https://doi.org/10.1007/s11356-020-10849-2
Xie Q, Wang X, Cong X (2020) How does foreign direct investment affect CO2 emissions in emerging countries? New findings from a nonlinear panel analysis. J Clean Prod 249:119422. https://doi.org/10.1016/j.jclepro.2019.119422
Xu SC, Miao YM, Gao C (2019) Regional differences in impacts of economic growth and urbanization on air pollutants in China based on provincial panel estimation. J Clean Prod 228:455–466. https://doi.org/10.1016/j.jclepro.2018.10.114
Ye G (1992) Chinese transnational corporations. Transl Corp 1(2):125–133
Yu Y, Xu W (2019) Impact of FDI and R&D on china’s industrial co2 emissions reduction and trend prediction. Atmos Pollut Res 10(5):1627–1635. https://doi.org/10.1016/j.apr.2019.06.003
Zafar MW, Shahbaz M, Hou F, Sinha A (2019) From nonrenewable to renewable energy and its impact on economic growth: the role of research & development expenditures in Asia-Pacific Economic Cooperation countries. J Clean Prod 212:1166–1178. https://doi.org/10.1016/j.jclepro.2018.12.081
Zafar MW et al (2020) Foreign direct investment and education as determinants of environmental quality: the importance of post Paris Agreement (COP21). J Environ Manag 270:110827. https://doi.org/10.1016/j.jenvman.2020.110827
Zaman K, bin Abdullah A, Khan A, bin Mohd Nasir MR, Hamzah TAAT, Hussain S (2016) Dynamic linkages among energy consumption, environment, health and wealth in BRICS countries: green growth key to sustainable development. Renew Sust Energ Rev 56:1263–1271. https://doi.org/10.1016/j.rser.2015.12.010
Zhang X, Daly K (2011) The determinants of china’s outward foreign direct investment. Emerg Mark Rev 12(4):389–398. https://doi.org/10.1016/j.ememar.2011.06.001
Zhou Z, Ye X, Ge X (2017) The impacts of technical progress on sulfur dioxide Kuznets curve in china: A spatial panel data approach. Sustainability 9(4):674. https://doi.org/10.3390/su9040674
Zhou Y, Fu J, Kong Y, Wu R (2018) How foreign direct investment influences carbon emissions, based on the empirical analysis of Chinese urban data. Sustainability 10:2163. https://doi.org/10.3390/su10072163
Zhuang Y, Yang S, Razzaq A, Khan Z (2021) Environmental impact of infrastructure-led Chinese outward FDI, tourism development and technology innovation: a regional country analysis. J Environ Plan Manag 1–33. https://doi.org/10.1080/09640568.2021.1989672
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Riazullah Shinwari: conceptualization, methodology, formal analysis, data curation, writing- original draft preparation. Yangjie Wang: visualization, supervision. Aktham Maghyereh: writing - review & editing, visualization, formal analysis. Basel Awartani: writing- reviewing and editing.
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Shinwari, R., Wang, Y., Maghyereh, A. et al. Does Chinese foreign direct investment harm CO2 emissions in the Belt and Road Economies. Environ Sci Pollut Res 29, 39528–39544 (2022). https://doi.org/10.1007/s11356-021-18357-7
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DOI: https://doi.org/10.1007/s11356-021-18357-7