Abstract
Environmental sustainability has become one of the most common phrases in discussions about climate change. This study examines the impact of clean energy investment and financial development on environmental sustainability and China’s economic growth, using manufacturing value-added and urbanization as moderator variables from 1970 to 2016. We used advanced econometric methodologies for empirical estimations, used structural break unit root tests, fully modified least square, dynamic least square, and robust least square multiple regressions for long-run estimates. Overall, the results determine that clean energy investment is negatively associated with CO2 emissions and ecological footprint while positively associated with China’s economic growth. Financial development, manufacturing value-added, and urbanization are positively associated with CO2 emissions, ecological footprint, and China’s economic growth. Moreover, clean energy investment improves environmental sustainability at the expense of economic growth. Financial development, manufacturing value-added, and urbanization encourage economic growth at the expense of environmental sustainability. We argued that the local governments play a critical role in lifting the outstanding barriers to cleaner energy investment, addressing disincentives, including pricing carbon dioxide emissions, reforming inefficient nonrenewable fossil fuel subsidies, and addressing regulatory and market rigidities that can undesirably affect the attractiveness of clean energy investment. Policymakers are suggested to encourage green finance strategy for the financial sector to broader sustainable development objectives. At the heart of green manufacturing, industrialization policies are needed to integrate diverse intentions, like inclusive growth, environmental protection, and productivity through a wider range of economic, social, and environmental policy frameworks suitable for decoupling growth from social and environmental unsustainability.
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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 151:1–4. https://doi.org/10.1016/j.enpol.2021.112184
Ahmad M (2020a) Is aggregate domestic consumption spending ( ADCS ) per capita determining CO2 emissions in South Africa? A New Perspective 552:529–552
Ahmad M (2021b) Can innovation shocks determine CO2 emissions ( CO2e ) in the OECD economies? A New Perspective 30:1–5
Ahmad M, Zhao ZY (2018) Causal linkages between energy investment and economic growth: a panel data modelling analysis of China. Energy Sources. Part B Econ Plan Policy 13:363–374. https://doi.org/10.1080/15567249.2018.1495278
Ahmad M, Haq ZU, Khan Z, Khattak SI (2019) Does the inflow of remittances cause environmental degradation? Empirical evidence from China Does the inflow of remittances cause environmental. Econ Res Istraživanja 32:2099–2121. https://doi.org/10.1080/1331677X.2019.1642783
Ahmad M (2018) Does financial development asymmetrically affect CO 2 emissions in China ? An application of the nonlinear autoregressive distributed lag ( NARDL ) model 9, 1–6.
Ahmad M (2020b) Innovation , foreign direct investment ( FDI ), and the energy – pollution – growth nexus in OECD region: a simultaneous equation modeling approach.
Ahmad M (2021a) Do innovation in environmental-related technologies cyclically and asymmetrically affect environmental sustainability in BRICS nations ? 9–11.
Ahmed F, Kousar S, Pervaiz A, Shabbir A (2021) Do institutional quality and financial development affect sustainable economic growth? Evidence from South Asian countries. Borsa Istanbul Rev. 1–26.https://doi.org/10.1016/j.bir.2021.03.005
Aluko OA, Obalade AA (2020) Financial development and environmental quality in sub-Saharan Africa: Is there a technology effect? Sci Total Environ 747:8–11. https://doi.org/10.1016/j.scitotenv.2020.141515
Chen M, Zhang H, Liu W, Zhang W (2014) The global pattern of urbanization and economic growth: evidence from the last three decades. PLoS One 9.https://doi.org/10.1371/journal.pone.0103799
Chiu D (2017) The east is green: China’ s Global leadership in renewable energy. New Perspect Foreign Policy 13:3–12
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
Ding Q, Iqbal S, Ahmad M (2021) Towards sustainable production and consumption: assessing the impact of energy productivity and eco-innovation on consumption-based carbon dioxide emissions ( CCO 2) in G-7 nations. Sustain Prod Consum 27:254–268. https://doi.org/10.1016/j.spc.2020.11.004
European Environment Agency (2021) environmental impact of energy, https://www.eea.europa.eu/help/glossary/eea-glossary/environmental-impact-of-energy [WWW Document]. Eur. Environ. Inf. Obs. Netw.
Ferroukhi R, Lopez-Peña A, Kieffer G, Nagpal D, Hawila D, Khalid A, El-Katiri L, Vinci S, Fernandez A (2016) Renewable energy benefits: measuring the economics. IRENA Int. Renew. Energy Agency 92.
Field (2018) How can factories affect the environment? http://www.field.org.uk/how-can-factories-affect-the-environment/, Field.Org.Uk.
Guo J, Zhou Y, Ali S, Shahzad U, Cui L (2021) Exploring the role of green innovation and investment in energy for environmental quality: an empirical appraisal from provincial data of China. J Environ Manage 292:1–3. https://doi.org/10.1016/j.jenvman.2021.112779
Harun MHS, Taha Z, Salaam HA (2013) Sustainable manufacturing: effect of material selection and design on the environmental impact in the manufacturing process. IOP Conf Ser Mater Sci Eng 50:012060. https://doi.org/10.1088/1757-899X/50/1/012060
Ibrahim M, Vo XV (2021) Exploring the relationships among innovation, financial sector development and environmental pollution in selected industrialized countries. J Environ Manage 284:1–4. https://doi.org/10.1016/j.jenvman.2021.112057
International Energy Agency (2020) World energy model 2020, https://iea.blob.core.windows.net/assets/bc4936dc-73f1-47c3-8064-0784ae6f85a3/WEM_Documentation_WEO2020.pdf.
International Energy Agency (2021a) Net Zero by 2050 A roadmap for the global energy sector, https://iea.blob.core.windows.net/assets/beceb956-0dcf-4d73-89fe-1310e3046d68/NetZeroby2050-ARoadmapfortheGlobalEnergySector_CORR.pdf.
International Energy Agency (2021b) World energy investment 2017, https://iea.blob.core.windows.net/assets/5e6b3821-bb8f-4df4-a88b-e891cd8251e3/WorldEnergyInvestment2021.pdf, World Energy Investment 2017. https://doi.org/10.1787/9789264277854-en
IRENA (2020) Finance & Investment, International Renewable Energy Agency, https://www.irena.org/financeinvestment [WWW Document].
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 (2020) 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. https://doi.org/10.1007/s11356-020-10861-6
Khan I, Hou F (2021a) The impact of socio-economic and environmental sustainability on CO 2 emissions: a novel framework for thirty IEA countries. Soc Indic Res. https://doi.org/10.1007/s11205-021-02629-3
Khan I, Hou F (2021b) Does multilateral environmental diplomacy improve environmental quality ? The case of the United States. Environ Sci Pollut Res.
Khan M, Ozturk I (2021) Examining the direct and indirect effects of financial development on CO2 emissions for 88 developing countries. J Environ Manage 293:2–4. https://doi.org/10.1016/j.jenvman.2021.112812
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
Li H (2021) Measuring the Impact of Higher Education on Environmental Pollution: New Evidence from Thirty Provinces in China 217:1–29
Li G, Wei W (2021) Financial development, openness, innovation, carbon emissions, and economic growth in China. Energy Econ 97:105194. https://doi.org/10.1016/j.eneco.2021.105194
Lyu L, Khan I, Zakari A, Bilal, (2021) A study of energy investment and environmental sustainability nexus in China: a bootstrap replications analysis. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-021-16254-7
Meng Y, Zhou R, Dinçer H, Yüksel S, Wang C (2021) Analysis of inventive problem-solving capacities for renewable energy storage investments. Energy Rep 7:4779–4791. https://doi.org/10.1016/j.egyr.2021.06.086
Moner-Girona M, Bender A, Becker W, Bódis K, Szabó S, Kararach AG, Anadon LD (2021) A multidimensional high-resolution assessment approach to boost decentralised energy investments in Sub-Saharan Africa. Renew Sustain Energy Rev 148:1–51. https://doi.org/10.1016/j.rser.2021.111282
Ntow-Gyamfi M, Bokpin GA, Aboagye AQQ, Ackah CG (2020) Environmental sustainability and financial development in Africa; does institutional quality play any role? Dev Stud Res 7:93–118. https://doi.org/10.1080/21665095.2020.1798261
Phillips PCB, Hansen BE (1990) Statistical inference in instrumental variables regression with I (1) processes. Rev Econ Stud 57:99–125
Statista (2019) Investment in clean energy globally in 2019, by select country, https://www.statista.com/statistics/799098/global-clean-energy-investment-by-country/. Statista 44, 2019–2020.
Stock JH, Watson MW (1993) A simple estimator of cointegrating vectors in higher order integrated systems. Econometrica 61:783–820
Su Y, Jiang Q, Khattak SI, Ahmad M (2021) Do higher education research and development expenditures affect environmental sustainability ? New evidence from Chinese provinces
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
Weimin Z, Zubair M, Rehman A, Ahmad M (2021) A pathway toward future sustainability: Assessing the influence of innovation shocks on CO2 emissions in developing economies. Environ Dev Sustain. https://doi.org/10.1007/s10668-021-01634-3
World Bank (2021) Financial development, https://www.worldbank.org/en/publication/gfdr/gfdr-2016/background/financial-development [WWW Document]. World Bank Group, IBRD-IDA.
Xiaosan Z, Qingquan J, Iqbal KS, Manzoor A, Ur RZ (2021) Achieving sustainability and energy efficiency goals : assessing the impact of hydroelectric and renewable electricity generation on carbon dioxide emission in China 9–11.
Xie L, Li Z, Ye X, Jiang Y (2021) Environmental regulation and energy investment structure: empirical evidence from China ’ s power industry. Technol Forecast Soc Change 120690.https://doi.org/10.1016/j.techfore.2021.120690
Xin D, Ahmad M, Lei H, Khattak SI (2021) Do innovation in environmental-related technologies asymmetrically affect carbon dioxide emissions in the United States ? 9–11.
Xu X, Huang S, An H, Vigne S, Lucey B (2021) The influence pathways of financial development on environmental quality: new evidence from smooth transition regression models. Renew Sustain Energy Rev 151:111576. https://doi.org/10.1016/j.rser.2021.111576
Yang X, Khan I (2021) Dynamics among economic growth, urbanization, and environmental sustainability in IEA countries: the role of industry value-added. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-021-16000-z
Yohai VJ (1987) High breakdown-point and high efficiency robust estimates for regression. Ann Stat 15.https://doi.org/10.1214/aos/1176350366
Yong L (2021) Why industrial development matters now more than ever before | Industrial Analytics Platform, https://iap.unido.org/articles/why-industrial-development-matters-now-more-ever, Industrial Analytics Platform.
Zakari A, Khan I (2021) Boosting economic growth through energy in Africa: the role of Chinese investment and institutional quality. J Chinese Econ Bus Stud 00:1–21. https://doi.org/10.1080/14765284.2021.1968709
Zhang M, Yang Z, Liu L, Zhou D (2021) Impact of renewable energy investment on carbon emissions in China - an empirical study using a nonparametric additive regression model. Sci Total Environ 785:1–4. https://doi.org/10.1016/j.scitotenv.2021.147109
Zhao J, Zhao Z, Zhang H (2021) The impact of growth, energy and financial development on environmental pollution in China: new evidence from a spatial econometric analysis. Energy Econ 93:1–3. https://doi.org/10.1016/j.eneco.2019.104506
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 224:2–4. https://doi.org/10.1016/j.energy.2021.120184
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Zahid Zahoor: Original draft preparation, conceptualization. Irfan Khan: Methodology, modeling, and software. Fujun Hou: Supervision and reviewing.
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Zahoor, Z., Khan, I. & Hou, F. Clean energy investment and financial development as determinants of environment and sustainable economic growth: evidence from China. Environ Sci Pollut Res 29, 16006–16016 (2022). https://doi.org/10.1007/s11356-021-16832-9
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DOI: https://doi.org/10.1007/s11356-021-16832-9