CO2 emission; human capital; renewable energy; Capital inflows; Carbon A; Carbon emissions; CO 2 emission; Economic development; Foreign capital; Human capitals; Long-term relationships; Renewable energies; Research and development; Renewable Energy, Sustainability and the Environment; Building and Construction; Fuel Technology; Engineering (miscellaneous); Energy Engineering and Power Technology; Energy (miscellaneous); Control and Optimization; Electrical and Electronic Engineering
Abstract :
[en] This study examines the long-term relationship between carbon emissions and a number of researchers engaged in Research and Development (R&D), economic development, foreign capital inflows, renewable energy and population growth in 26 countries between 1995 and 2015. Pedroni’s panel cointegration test confirms the cointegrating relationship between the variables. Long-term elasticities are derived from FMOLS regression. Researchers in R&D and renewable energy are negatively and significantly related to carbon emissions. There is a positive and significant long-term relationship between GDPs per capita and CO2 and between the FDI and CO2. Dumitrescu and Hurlin’s panel causality test revealed unidirectional causality running from economic development to carbon emissions and feedback hypotheses between the FDI and CO2 and between renewable energy and CO2.
Disciplines :
Environmental sciences & ecology
Author, co-author :
Mentel, Grzegorz ; Marine Offshore Renewable Energy Lab (MOREnergy Lab), Department of Mechanical and Aerospace Engineering (DIMEAS), Politecnico di Torino, Turin, Italy
Tarczyński, Waldemar ; Department of Sustainable Finance and Capital Markets, Institute of Economics and Finance, University of Szczecin, Szczecin, Poland
Azadi, Hossein ; Université de Liège - ULiège > TERRA Research Centre > Modélisation et développement ; Faculty of Environmental Sciences, Czech University of Life Sciences Prague, Prague, Czech Republic ; Faculty of Environmental Science and Engineering, Babeș-Bolyai University, Cluj-Napoca, Romania
Abdurakmanov, Kalandar; Tashkent State University of Economics, Tashkent, Uzbekistan
Zakirova, Elina; Institute of Additional Education, Ural State University of Economics, Yekaterinburg, Russian Federation
Salahodjaev, Raufhon; Center for Research in Social Sciences, AKFA University, Tashkent, Uzbekistan ; Department of Research, ERGO Analytics, Tashkent, Uzbekistan ; Department of Mathematical Method in Economics, Tashkent State University of Economics, Tashkent, Uzbekistan
Language :
English
Title :
R&D Human Capital, Renewable Energy and CO2 Emissions: Evidence from 26 Countries
Calef D. Goble R. The allure of technology: How France and California promoted electric and hybrid vehicles to reduce urban air pollution Policy Sci. 2007 40 1 34 10.1007/s11077-006-9022-7
Carrión-Flores C.E. Innes R. Environmental innovation and environmental performance J. Environ. Econ. Manag. 2010 59 27 42 10.1016/j.jeem.2009.05.003
Irandoust M. The renewable energy-growth nexus with carbon emissions and technological innovation: Evidence from the Nordic countries Ecol. Indic. 2016 69 118 125 10.1016/j.ecolind.2016.03.051
Zeng S. Zhou Y. Foreign Direct Investment’s Impact on China’s Economic Growth, Technological Innovation and Pollution Int. J. Environ. Res. Public Health 2021 18 2839 10.3390/ijerph18062839
Erdoğan S. Yıldırım S. Yıldırım D. Gedikli A. The effects of innovation on sectoral carbon emissions: Evidence from G20 countries J. Environ. Manag. 2020 267 110637 10.1016/j.jenvman.2020.110637
Irga P.J. Pettit T.J. Torpy F.R. The phytoremediation of indoor air pollution: A review on the technology devel-opment from the potted plant through to functional green wall biofilters Rev. Environ. Sci. Bio/Technol. 2018 17 395 415 10.1007/s11157-018-9465-2
Özbay R.D. Athari S.A. Saliba C. Kirikkaleli D. Towards Environmental Sustainability in China: Role of Glob-alization and Hydroelectricity Consumption Sustainability 2022 14 4182 10.3390/su14074182
Nentjes A. Wiersma D. Innovation and pollution control Int. J. Soc. Econ. 1988 18 18 29 10.1108/eb014103
Salahodjaev R. Is there a link between cognitive abilities and environmental awareness? Cross-national evidence Environ. Res. 2018 166 86 90 10.1016/j.envres.2018.05.031
Obydenkova A. Salahodjaev R. Intelligence, democracy, and international environmental commitment Environ. Res. 2016 147 82 88 10.1016/j.envres.2016.01.042
Lin X. Zhao Y. Ahmad M. Ahmed Z. Rjoub H. Adebayo T.S. Linking innovative human capital, economic growth, and CO2 emissions: An empirical study based on Chinese provincial panel data Int. J. Environ. Res. Public Health 2021 18 8503 10.3390/ijerph18168503 34444252
Yan L. Wang H. Athari S.A. Atif F. Driving green bond market through energy prices, gold prices and green energy stocks: Evidence from a non-linear approach Econ. Res.-Ekon. Istraživanja 2022 35 6479 6499 10.1080/1331677X.2022.2049977
Garrone P. Grilli L. Is there a relationship between public expenditures in energy R&D and carbon emissions per GDP? An empirical investigation Energy Policy 2010 38 5600 5613 10.1016/j.enpol.2010.04.057
Lee K.-H. Min B. Green R&D for eco-innovation and its impact on carbon emissions and firm performance J. Clean. Prod. 2015 108 534 542 10.1016/j.jclepro.2015.05.114
Álvarez-Herránz A. Balsalobre D. Cantos J.M. Shahbaz M. Energy Innovations-GHG Emissions Nexus: Fresh Empirical Evidence from OECD Countries Energy Policy 2017 101 90 100 10.1016/j.enpol.2016.11.030
Zhang Y.-J. Peng Y.-L. Ma C.-Q. Shen B. Can environmental innovation facilitate carbon emissions reduction? Evidence from China Energy Policy 2017 100 18 28 10.1016/j.enpol.2016.10.005
Ganda F. The impact of innovation and technology investments on carbon emissions in selected organisation for economic Co-operation and development countries J. Clean. Prod. 2019 217 469 483 10.1016/j.jclepro.2019.01.235
Khan Z. Ali S. Umar M. Kirikkaleli D. Jiao Z. Consumption-based carbon emissions and International trade in G7 countries: The role of Environmental innovation and Renewable energy Sci. Total Environ. 2020 730 138945 10.1016/j.scitotenv.2020.138945
Nguyen T.T. Pham T.A.T. Tram H.T.X. Role of information and communication technologies and innovation in driving carbon emissions and economic growth in selected G-20 countries J. Environ. Manag. 2020 261 110162 10.1016/j.jenvman.2020.110162
Wahab S. Zhang X. Safi A. Wahab Z. Amin M. Does energy productivity and technological innovation limit trade-adjusted carbon emissions? Econ. Res.-Ekon. Istraživanja 2021 34 1896 1912 10.1080/1331677X.2020.1860111
Zhang Y.J. Shi W. Jiang L. Does China’s carbon emissions trading policy improve the technology innovation of relevant enterprises? Bus. Strategy Environ. 2020 29 872 885 10.1002/bse.2404
Saliba C.B. Hassanein F.R. Athari S.A. Dördüncü H. Agyekum E.B. Adadi P. The Dynamic Impact of Re-newable Energy and Economic Growth on CO2 Emissions in China: Do Remittances and Technological Innovations Matter? Sustainability 2022 14 14629 10.3390/su142114629
Obydenkova A. Nazarov Z. Salahodjaev R. The process of deforestation in weak democracies and the role of Intelligence Environ. Res. 2016 148 484 490 10.1016/j.envres.2016.03.039 27148671
Omanbayev B. Salahodjaev R. Lynn R. Are greenhouse gas emissions and cognitive skills related? Cross-country evidence Environ. Res. 2018 160 322 330 10.1016/j.envres.2017.10.004
Larkin A. Hystad P. Towards Personal Exposures: How Technology Is Changing Air Pollution and Health Research Curr. Environ. Health Rep. 2017 4 463 471 10.1007/s40572-017-0163-y 28983874
Hassan S.T. Baloch M.A. Mahmood N. Zhang J. Linking economic growth and ecological footprint through human capital and biocapacity Sustain. Cities Soc. 2019 47 101516 10.1016/j.scs.2019.101516
Yao Y. Ivanovski K. Inekwe J. Smyth R. Human capital and CO2 emissions in the long run Energy Econ. 2020 91 104907 10.1016/j.eneco.2020.104907
Khan Z. Ali S. Dong K. Li R.Y.M. How does fiscal decentralization affect CO2 emissions? The roles of institutions and human capital Energy Econ. 2020 94 105060 10.1016/j.eneco.2020.105060
Wang F. Wu M. Does air pollution affect the accumulation of technological innovative human capital? Empirical evidence from China and India J. Clean. Prod. 2020 285 124818 10.1016/j.jclepro.2020.124818
Eshchanov B. Abdurazzakova D. Yuldashev O. Salahodjaev R. Ahrorov F. Komilov A. Eshchanov R. Is there a link between cognitive abilities and renewable energy adoption: Evidence from Uzbekistan using micro data? Renew. Sustain. Energy Rev. 2021 141 110819 10.1016/j.rser.2021.110819
Kirikkaleli D. Athari S.A. Time-frequency co-movements between bank credit supply and economic growth in an emerging market: Does the bank ownership structure matter? N. Am. J. Econ. Finance 2020 54 101239 10.1016/j.najef.2020.101239
Levin A. Lin C.-F. Chu C.-S.J. Unit root tests in panel data: Asymptotic and finite-sample properties J. Econ. 2002 108 1 24 10.1016/S0304-4076(01)00098-7
Breitung J. Nonparametric tests for unit roots and cointegration J. Econ. 2002 108 343 363 10.1016/S0304-4076(01)00139-7
Im K.S. Pesaran M. Shin Y. Testing for unit roots in heterogeneous panels J. Econ. 2003 115 53 74 10.1016/S0304-4076(03)00092-7
Maddala G.S. Wu S. A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test Oxf. Bull. Econ. Stat. 1999 61 631 652 10.1111/1468-0084.0610s1631
Pedroni P. Fully modified OLS for heterogeneous cointegrated panels Nonstationary Panels, Panel Cointegration, and Dynamic Panels Emerald Group Publishing Limited Bradford, UK 2001 10.1016/S0731-9053(00)15004-2
Pedroni P. Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors Oxf. Bull. Econ. Stat. 1999 61 653 670 10.1111/1468-0084.61.s1.14
Ahmed N. Sheikh A.A. Hamid Z. Senkus P. Borda R.C. Wysokińska-Senkus A. Glabiszewski W. Exploring the Causal Relationship among Green Taxes, Energy Intensity, and Energy Consumption in Nordic Countries: Dumitrescu and Hurlin Causality Approach Energies 2022 15 5199 10.3390/en15145199
Irani F. Athari S.A. Hadood A.A.A. The impacts of country risk, global economic policy uncertainty, and macroeconomic factors on the Turkish tourism industry Int. J. Hosp. Tour. Adm. 2022 23 1242 1265 10.1080/15256480.2021.1935393
Kondoz M. Kirikkaleli D. Athari S.A. Time-frequency dependencies of financial and economic risks in South American countries Q. Rev. Econ. Finance 2020 79 170 181 10.1016/j.qref.2020.05.014
Karavias Y. Tzavalis E. Testing for unit roots in short panels allowing for a structural break Comput. Stat. Data Anal. 2014 76 391 407 10.1016/j.csda.2012.10.014
Dumitrescu E.-I. Hurlin C. Testing for Granger non-causality in heterogeneous panels Econ. Model. 2012 29 1450 1460 10.1016/j.econmod.2012.02.014
Ozturk I. Acaravci A. The long-run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey Energy Econ. 2013 36 262 267 10.1016/j.eneco.2012.08.025
Dogan E. Seker F. The influence of real output, renewable and non-renewable energy, trade and financial devel-opment on carbon emissions in the top renewable energy countries Renew. Sustain. Energy Rev. 2016 60 1074 1085 10.1016/j.rser.2016.02.006
Salahodjaev R. Isaeva A. Post-Soviet states and CO2 emissions: The role of foreign direct investment Post-Communist Econ. 2021 34 944 965 10.1080/14631377.2021.1965360
Hao Y. Liu Y.-M. Has the development of FDI and foreign trade contributed to China’s CO2 emissions? An empirical study with provincial panel data Nat. Hazards 2014 76 1079 1091 10.1007/s11069-014-1534-4
Blanco L. Gonzalez F. Ruiz I. The Impact of FDI on CO2 Emissions in Latin America Oxf. Dev. Stud. 2013 41 104 121 10.1080/13600818.2012.732055
Baloch M.A. Mahmood N. Zhang J.W. Effect of natural resources, renewable energy and economic development on CO2 emissions in BRICS countries Sci. Total Environ. 2019 678 632 638 10.1016/j.scitotenv.2019.05.028
Kumar S. Managi S. Energy price-induced and exogenous technological change: Assessing the economic and en-vironmental outcomes Resour. Energy Econ. 2009 31 334 353 10.1016/j.reseneeco.2009.05.001
Gu G. Wang Z. Research on global carbon abatement driven by R&D investment in the context of INDCs Energy 2018 148 662 675 10.1016/j.energy.2018.01.142