Abstract
Environmental sustainability is increasing emphasis on global environmental concerns at the forefront of public policy debate. This paper investigates the relationship between energy investments and environmental sustainability in China from 1980 to 2018 while considering the moderating effect of international trade and economic growth under the environment Kuznets curve (EKC) framework. We apply advanced econometric modeling for empirical analysis. Our findings show that energy investment and economic growth are positive, while international trade is negatively associated with ecological footprints. Moreover, economic growth and energy investment deteriorate, while international trade improves environmental sustainability. This empirical evidence suggests the improvements in cleaner energy infrastructure with the participation of the private sector to promote clean energy investment. We argue that policymakers should ensure environmental provisions in the regional and bilateral trade agreements to harmonize the environmental regulations, and develop crucial trade and ecological policy indicators to monitor policy consistency.
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References
Abban AR, Hasan MZ (2021) Revisiting the determinants of renewable energy investment - new evidence from political and government ideology. Energy Policy 151:112184. https://doi.org/10.1016/j.enpol.2021.112184
Agaton CB, Guno CS, Villanueva RO, Villanueva RO (2020) Economic analysis of waste-to-energy investment in the Philippines: a real options approach. Appl. Energy 275:115265. https://doi.org/10.1016/j.apenergy.2020.115265
Ahmad M, Jabeen G, Irfan M, Işık C, Rehman A (2021a) Do inward foreign direct investment and economic development improve local environmental quality: aggregation bias puzzle. Environ. Sci. Pollut. Res. 34676–34696:34676–34696. https://doi.org/10.1007/s11356-021-12734-y
Ahmad M, Jan I, Jabeen G, Alvarado R (2021b) Does energy-industry investment drive economic performance in regional China: implications for sustainable development. Sustain. Prod. Consum. 27:176–192. https://doi.org/10.1016/j.spc.2020.10.033
Ahmad M, Muslija A, Satrovic E (2021c) Does economic prosperity lead to environmental sustainability in developing economies? Environmental Kuznets curve theory. Environ. Sci. Pollut. Res. 28:22588–22601. https://doi.org/10.1007/s11356-020-12276-9
Ankerst DP (2002) The economics of international trade and the environment, international review of economics and finance. https://doi.org/10.1111/biom.12944
Baloch MA, Ozturk I, Bekun FV, Khan D (2021) Modeling the dynamic linkage between financial development, energy innovation, and environmental quality: Does globalization matter? Bus. Strateg. Environ. 30:176–184. https://doi.org/10.1002/bse.2615
Berlin K, Lang JM (1993) Trade and the environment. Wash. Q. 16:35–51. https://doi.org/10.1080/016366093094777720
Chen X, Fu Q, Chang C (2021) What are the shocks of climate change on clean energy investment : a diversi fi ed exploration. Energy Econ. 95:105136. https://doi.org/10.1016/j.eneco.2021.105136
China Power Project 2018 Is China the world ’ s top trader ? The world ’ s top traders ( 2018 ) China ’ s Global Trade Balance
Chiu D (2021) e East is green: China’ s global leadership in renewable energy
Dicky-Fuller (1997) Distribution of the Estimators for Autoregressive Time Series with a Unit Root. J. Am. Stat. Assoc. 74:427–431. https://doi.org/10.1080/01621459.1979.10482531
Du K, Yu Y, Li J (2020) Does international trade promote CO2 emission performance? An empirical analysis based on a partially linear functional-coefficient panel data model. Energy Econ. 92:104983. https://doi.org/10.1016/j.eneco.2020.104983
Efron B (1979) Bootstrap methods: another look at the Jackknife, https://projecteuclid.org/journals/annals-of-statistics/volume-7/issue-1/Bootstrap-Methods-Another-Look-at-the-Jackknife/10.1214/aos/1176344552.full. Ann. Stat. 7
Engle RF (1982) Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation. Econometrica 50:987. https://doi.org/10.2307/1912773
Gale LR, Mendez JA (1998) The empirical relationship between trade, growth, and the environment. Econ. Int. Trade Environ. https://doi.org/10.1201/9781420032628-20
Global Footprint Network (2016) Global footprint network, advancing the science of sustainability, www.footprintnetwork.org. Choice Rev. Online. https://doi.org/10.5860/choice.46-6153
Global Foot print Network (2020) Ecological footprint, global footprint network, advancing the science of sustainability, ecological footprint. https://doi.org/10.1016/B978-0-08-047163-1.00581-6
Goes GV, Schmitz Gonçalves DN, de Almeida D’Agosto M, de Mello Bandeira RA, Grottera C (2020) Transport-energy-environment modeling and investment requirements from Brazilian commitments. Renew. Energy 157:303–311. https://doi.org/10.1016/j.renene.2020.05.032
Goodland G, Rockfeller A (2019) What is environmental sustainability in sanitation? https://sphera.com/glossary/what-is-environmental-sustainability/, Sphera
Grossman G, Krueger A (1991) Environmental impacts of a North American free trade agreement. Natl. Bur. Econ. Res. https://doi.org/10.3386/w3914
Gyamf BA, Ozturk I, Bein MA, Beku FV (2021) An investigation into the anthropogenic effect of biomass energy utilization and economic sustainability on environmental degradation in E7 economies. Soc. Chem. Ind. John Wiley Sons, Ltd. https://doi.org/10.1002/bbb.2206
Hathawayu AM (1994) Environmental impact of energy efficiency. Strateg. Plan. Energy Environ. 13:46–59
Irfan M, Elavarasan RM, Hao Y, Feng M, Sailan D (2021a) An assessment of consumers’ willingness to utilize solar energy in china: end-users’ perspective. J. Clean. Prod. 292:126008. https://doi.org/10.1016/j.jclepro.2021.126008
Irfan M, Hao Y, Ikram M, Wu H, Akram R, Rauf A (2021b) Assessment of the public acceptance and utilization of renewable energy in Pakistan. Sustain. Prod. Consum. 27:312–324. https://doi.org/10.1016/j.spc.2020.10.031
Johansen (1991) Estimation and hypothesis testing of cointegration vectors in Gaussian vector autoregressive models. JEconometrica 59:1551–1580. https://doi.org/10.1017/CBO9781107415324.004
Johansen (1995) A statistical analysis of cointegration for I ( 2 ) variables. Cambridge Univ. Press 11, 25–59.
Khan I, Hou F (2021a) Does multilateral environmental diplomacy improve environmental quality ? The case of the United States
Khan I, Hou F (2021b) The dynamic links among energy consumption, tourism growth, and the ecological footprint: the role of environmental quality in 38 IEA countries. Environ. Sci. Pollut. Res. 28:5049–5062. https://doi.org/10.1007/s11356-020-10861-6
Khan I, Hou F (2021c) The impact of socio-economic and environmental sustainability on CO 2 emissions : a novel framework for thirty IEA countries. Soc. Indic. Res. 155:1045–1076. https://doi.org/10.1007/s11205-021-02629-3
Khan I, Hou F, Irfan M, Zakari A, Phong H (2021a) Does energy trilemma a driver of economic growth ? The roles of energy use , population growth , and financial development. Renew. Sustain. Energy Rev. 146:111157. https://doi.org/10.1016/j.rser.2021.111157
Khan I, Hou F, Le HP (2021b) 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
Khan I, Hou F, Phong H, Ahtsham S (2021c) Do natural resources , urbanization , and value-adding manufacturing affect environmental quality ? Evidence from the top ten manufacturing countries. Resour. Policy 72:102109. https://doi.org/10.1016/j.resourpol.2021.102109
Khan I, Hou F, Zakari A, Konadu V (2021d) The dynamic links among energy transitions , energy consumption , and sustainable economic growth : a novel framework for IEA countries. Energy 222:119935. https://doi.org/10.1016/j.energy.2021.119935
Kirkulak B, Qiu B, Yin W (2011) The impact of FDI on air quality: evidence from China. J. Chinese Econ. Foreign Trade Stud. 4:81–98. https://doi.org/10.1108/17544401111143436
Kurniawan R, Sugiawan Y, Managi S (2021) Economic growth – environment nexus: an analysis based on natural capital component of inclusive wealth. Ecol. Indic. 120:106982. https://doi.org/10.1016/j.ecolind.2020.106982
Lin D, Hanscom L, Murthy A, Galli A, Evans M, Neill E, Mancini MS, Martindill J, Medouar F, Huang S (2018) Ecological footprint accounting for countries : updates and results of the national footprint. Resources 7:2012–2018. https://doi.org/10.3390/resources7030058
Long X, Ji X (2019) Economic growth quality, environmental sustainability, and social welfare in China - provincial assessment based on Genuine Progress Indicator (GPI). Ecol. Econ. 159:157–176. https://doi.org/10.1016/j.ecolecon.2019.01.002
Lu J, Mao X, Wang M, Liu Z, Song P (2020) Global and national environmental impacts of the US-China trade war. Environ. Sci. Technol. 54:16108–16118. https://doi.org/10.1021/acs.est.0c03863
Mahjabeen, Shah SZA, Chughtai S, Simonetti B (2020) Renewable energy, institutional stability, environment and economic growth nexus of D-8 countries. Energy Strateg. Rev. 29:100484. https://doi.org/10.1016/j.esr.2020.100484
Maneejuk N, Ratchakom S, Maneejuk P, Yamaka W (2020) Does the environmental Kuznets curve exist? An international study. Sustain. 12:1–22. https://doi.org/10.3390/su12219117
McAusland C, Millimet DL (2013) Do national borders matter? Intranational trade, international trade, and the environment. J. Environ. Econ. Manage. 65:411–437. https://doi.org/10.1016/j.jeem.2012.10.001
Nathaniel SP, Yalçiner K, Bekun FV (2021) Assessing the environmental sustainability corridor: Linking natural resources, renewable energy, human capital, and ecological footprint in BRICS. Resour. Policy 70:101924. https://doi.org/10.1016/j.resourpol.2020.101924
OECD (2020) Trade and the environment, How are trade and environmental sustainability compatible? https://www.oecd.org/trade/topics/trade-and-the-environment/.
Rees WE (1992) Ecological footprints and appropriated carrying capacity: what urban economics leaves out. Environ. Urban. 4:121–130. https://doi.org/10.1177/095624789200400212
Rees W, Wackernagel M (1996) Urban ecological footprints: why cities cannot be sustainable - and why they are a key to sustainability. Environ. Impact Assess. Rev. 16:223–248. https://doi.org/10.1016/S0195-9255(96)00022-4
Šimelyte A, Liučvaitiene A (2012) Foreign direct investment policy-friendly business environment in R&D sectors: Baltic States versus Visegrad Countries. J. East-West Bus. 18:66–93. https://doi.org/10.1080/10669868.2012.663737
Solarin SA, Nathaniel SP, Bekun FV, Okunola AM, Alhassan A (2021) Towards achieving environmental sustainability: environmental quality versus economic growth in a developing economy on ecological footprint via dynamic simulations of ARDL. Environ. Sci. Pollut. Res. 28:17942–17959. https://doi.org/10.1007/s11356-020-11637-8
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
UNEP (2018) Welcome to UN Environment Programme - environment for development global trends in renewable energy investment 2018
Wada I, Faizulayev A, Bekun FV (2021) Exploring the role of conventional energy consumption on environmental quality in Brazil : evidence from cointegration and conditional causality. Gondwana Res. 98:244–256. https://doi.org/10.1016/j.gr.2021.06.009
World Health Organization (2016) Preventing disease through healthy environments - a global assessment of the burden of disease from environmental risks. World Health Organization, https://www.who.int/quantifying_ehimpacts/publications/preventing-disease/en/
WTO (2021) The impact of trade opening on climate change expansion, https://www.wto.org/english/tratop_e/envir_e/climate_impact_e.htm#:~:text=For%20exporters%2C%20additional%20market%20access,words%2C%20less%20greenhouse%20gas%20emissions
Yang X, He L, Zhong Z, Wang D (2020) How does China’s green institutional environment affect renewable energy investments? The nonlinear perspective. Sci. Total Environ. 727:138689. https://doi.org/10.1016/j.scitotenv.2020.138689
Zaidi SAH, Wei Z, Gedikli A, Zafar MW, Hou F, Iftikhar Y (2019a) The impact of globalization, natural resources abundance, and human capital on financial development: Evidence from thirty-one OECD countries. Resour. Policy 64:101476. https://doi.org/10.1016/j.resourpol.2019.101476
Zaidi SAH, Zafar MW, Shahbaz M, Hou F (2019b) Dynamic linkages between globalization, financial development and carbon emissions: evidence from Asia Pacific Economic Cooperation countries. J. Clean. Prod. 228:533–543. https://doi.org/10.1016/j.jclepro.2019.04.210
Zhang L, Godil DI, Bibi M, Khan MK, Sarwat S, Anser MK (2021) Caring for the environment: how human capital, natural resources, and economic growth interact with environmental degradation in Pakistan? A dynamic ARDL approach. Sci. Total Environ. 774:145553. https://doi.org/10.1016/j.scitotenv.2021.145553
Zhou P, Luo J, Cheng F, Yüksel S, Dinçer H (2021) Analysis of risk priorities for renewable energy investment projects using a hybrid IT2 hesitant fuzzy decision-making approach with alpha cuts. Energy 224:120184. https://doi.org/10.1016/j.energy.2021.120184
Zivot-Andrews (1992) Further evidence on the great crash, the oil-price shock, and the unit-root hypothesis. J. Bus. Econ. Stat. 10:251–270. https://doi.org/10.1080/07350015.1992.10509904
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Lu Lyu: structure and reviewing. Irfan Khan: writing — original draft preparation, conceptualization, methodology, econometric modeling, and software, etc. Abdulrasheed Zakari: reviewing. Bilal Bilal: reviewing.
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Lyu, ., Khan, I., Zakari, A. et al. A study of energy investment and environmental sustainability nexus in China: a bootstrap replications analysis. Environ Sci Pollut Res 29, 8464–8472 (2022). https://doi.org/10.1007/s11356-021-16254-7
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DOI: https://doi.org/10.1007/s11356-021-16254-7