Abstract
Human activities are accelerating CO2 emissions all over the world most especially in high-income nations, spurring the rise in greenhouse gas emissions. For decades, technologies have been developed and patented in response to the environmental problems. There is an outcry for innovative ways to combat the environmental menace. This attests to the enormity of research being done, in recent years, to investigate how innovation can help mitigate CO2 emissions. This research aims at investigating into the effect of innovation on CO2 emissions in 28 OCED countries at an individual level for the recent period 1990 to 2014. The source of data for our utilized variables is the World Bank Indicators. Our study employed three key models based on the STIRPAT model, the economic-EKC growth model, and the innovation-EKC model. The findings of our study revealed that innovation plays a key role towards mitigation of CO2 emissions in most OECD countries. Its impact, however, varies across the countries, depending on some key factors and channels elucidated in this paper. Additionally, our study asserts that improvement in GDP per capita leads to the rise in CO2 in most OECD economies, although mitigate emissions in few OECDs; hence, the economic-EKC model is not valid for most economies. Non-renewable energy accelerates emissions whiles renewable energy sources mitigate emissions. Research and development (R&D) improves environmental quality and the EKC for both economic growth and innovation, valid for a few economies of the OECDs. We conclude that innovation is necessary in mitigating CO2 emissions; hence, governments and policy makers should invest and promote innovative renewable energy sources.
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24 February 2021
A Correction to this paper has been published: https://doi.org/10.1007/s11356-021-13136-w
Reference
Adewuyi AO, Awodumi OB (2017) Renewable and non-renewable energy-growth-emissions linkages: review of emerging trends with policy implications. Renew Sust Energ Rev 69:275–291
Albino V, Ardito L, Dangelico RM, Petruzzelli AM (2014) Understanding the development trends of low-carbon energy technologies: a patent analysis. Appl Energy 135:836–854
Alkhathlan K, Javid M (2015) Carbon emissions and oil consumption in Saudi Arabia. Renew Sust Energ Rev 48:105–111
Al-Mulali U, Ozturk I, Lean HH (2015) The influence of economic growth, urbanization, trade openness, financial development, and renewable energy on pollution in Europe. Nat Hazards 79(1):621–644
Álvarez-Herránz A, Balsalobre D, Cantos JM, Shahbaz M (2017) Energy innovations-GHG emissions nexus: fresh empirical evidence from OECD countries. Energy Policy 101:90–100
Ausubelle JH (1991) Does climate still matter? Nature 350:649–652
Baul TK, Datta D, Alam A (2018) A comparative study on household level energy consumption and related emissions from renewable (biomass) and non-renewable energy sources in Bangladesh. Energy Policy 114:598–608
Bhattacharya M, Paramati SR, Ozturk I, Bhattacharya S (2016) The effect of renewable energy consumption on economic growth: evidence from top 38 countries. Appl Energy 162:733–741
Bilgili F, Koçak E, Bulut Ü (2016) The dynamic impact of renewable energy consumption on CO2 emissions: a revisited environmental Kuznets curve approach. Renew Sust Energ Rev 54:838–845
Boamah KB, Bediako JDA, Boamah AJ, Abdul-Rasheed AA, Owusu SM (2017) Carbon dioxide emission and economic growth of China—the role of international trade. Environ Sci Pollut Res 24(14):13049–13067
Bölük G, Mert M (2015) The renewable energy, growth and environmental Kuznets curve in Turkey: an ARDL approach. Renew Sust Energ Rev 52:587–595
Boontome P, Therdyothin A, Chontanawat J (2017) Investigating the causal relationship between non-renewable and renewable energy consumption, CO2 emissions and economic growth in Thailand11This is a preliminary work. Please do not quote or cite without permission of the authors. Energy Procedia 138:925–930
Brizga J, Feng K, Hubacek K (2013) Drivers of CO2 emissions in the former Soviet Union: a country level IPAT analysis from 1990 to 2010. Energy 59:743–753
Can M, Gozgor G (2017) The impact of economic complexity on carbon emissions: evidence from France. Environ Sci Pollut Res 24(19):16364–16370
Chiu C-L, Chang T-H (2009) What proportion of renewable energy supplies is needed to initially mitigate CO2 emissions in OECD member countries? Renew Sust Energ Rev 13(6):1669–1674
Cho JH, Sohn SY (2018) A novel decomposition analysis of green patent applications for the evaluation of R&D efforts to reduce CO2 emissions from fossil fuel energy consumption. J Clean Prod 193:290–299
Chuzhi H, Xianjin H (2008) Characteristics of carbon emission in China and analysis on its cause. China Popul Resour Environ 18(3):38–42
Cramer JC (1998) Population growth and air quality in California. Demography 35:45–56
Danish, Zhang B, Wang B, Wang Z (2017) Role of renewable energy and non-renewable energy consumption on EKC: evidence from Pakistan. J Clean Prod 156:855–864
Dechezleprêtre A, Glachant M, Hascic I, Johnstone N, Ménière Y (2011) Invention transfer of climate change–mitigation technologies: a global analysis. Rev Environ Econ Policy 5(1):109–130
Deviren SA, Deviren B (2016) The relationship between carbon dioxide emission and economic growth: hierarchical structure methods. Physica A 451:429–439
Dickey DA, Fuller WA (1979) Distribution of the Estimators for Autoregressive Time Series With a Unit Root. J Am Stat Assoc 74(366):427–431
Dietz T, Rosa E (1994) Rethinking the environmental impacts of population, affluence and technology. Hum Ecol Rev 1:277–300
Dietz T, Rosa EA (1997) Effects of population and affluence on CO2 emissions. Proc Natl Acad Sci USA 94:175–179
Dogan E, Seker F (2016) The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries. Renew Sust Energ Rev 60:1074–1085
Dong K, Sun R, Hochman G, Zeng X, Li H, Jiang H (2017) Impact of natural gas consumption on CO2 emissions: panel data evidence from China’s provinces. J Clean Prod 162:400–410
Ellabban O, Abu-Rub H, Blaabjerg F (2014) Renewable energy resources: current status, future prospects and their enabling technology. Renew Sust Energ Rev 39:748–764
Esso LJ, Keho Y (2016) Energy consumption, economic growth and carbon emissions: cointegration and causality evidence from selected African countries. Energy Econ 114:492–497
Feng K, Davis TJ, Sun L, Hubacek K (2015) Drivers of the US CO2 emissions 1997–2013. Nat Commun 8714:1–2
Fernández Fernández Y, Fernández López MA, Olmedillas Blanco B (2018) Innovation for sustainability: the impact of R&D spending on CO2 emissions. J Clean Prod 172:3459–3467
Gill AR, Viswanathan KK, Hassan S (2018) A test of environmental Kuznets curve (EKC) for carbon emission and potential of renewable energy to reduce green house gases (GHG) in Malaysia. Environ Dev Sustain 20(3):1103–1114
Grossman GM, Krueger AB (1991) Environmental impacts of a North American free trade agreement. National Bureau of Economic Research Working Paper No. w3914. https://ssrn.com/abstract=232073
Grossman GM, Krueger AB (1995) Economic growth and the environment. Q J Econ 110(2):353–377
Gu G, Wang Z (2018) Research on global carbon abatement driven by R&D investment in the context of INDCs. Energy 148:662–675
Hsiao C (2007) Panel data analysis-advantages and challenges. TEST 16(1):1–22
Hu H, Xie N, Fang D, Zhang X (2018) The role of renewable energy consumption and commercial services trade in carbon dioxide reduction: evidence from 25 developing countries. Appl Energy 211:1229–1244
Inglesi-Lotz R, Dogan E (2018) The role of renewable versus non-renewable energy to the level of CO2 emissions a panel analysis of sub-Saharan Africa’s Βig 10 electricity generators. Renew Energy 123:36–43
Ito K (2017) CO2 emissions, renewable and non-renewable energy consumption, and economic growth: evidence from panel data for developing countries. Int Econ 151:1–6
Jiao J, Yang Y, Yu B (2018) The impact of inter-industry R&D technology spillover on carbon emission in China. Nat Hazards 91:913–929
Joo Y-J, Kim CS, Yoo S-H (2015) Energy consumption, CO2 emission, and economic growth: evidence from Chile. Int J Green Energy 12(5):543–550
Kaplan JO (2015) Climate or humans? Analyses of ice-core carbon isotopes show that variations in atmospheric CO2 levels during the past millennium are controlled by changes in land reservoirs. But whether climate variations or human activity were mainly responsible is uncertain. Nat Geosci 8:335–336
Khoshnevis Yazdi S, Shakouri B (2017) Renewable energy, nonrenewable energy consumption, and economic growth. Energ Source Part B 12(12):1038–1045
Kuznets S (1955) Economic growth and income inequality. Am Econ Rev 45(1):1–28
Lee KH, Min B (2015) Green R&D for eco-innovation and its impact on carbon emissions and firm performance. J Clean Prod 108:534–542
Levitt CJ, Pedersen MS, Sørensen A (2015) Examining the efforts of a small, open economy to reduce carbon emissions: The case of Denmark. Ecol Econ 119:94–106
Lindmark M (2004) Patterns of historical CO2 intensity transitions among high and low-income countries. Explor Econ Hist 41(4):426–447
Long XL, Chen YQ, Du JG, Oh KY, Han IS (2017) Environmental innovation and its impact on economic and environmental performance: evidence from Korean-owned firms in China. Energy Policy 107:131–137
Long XL, Luo YS, Wu C, Zhang JJ (2018a) The influencing factors of CO2 emission intensity of Chinese agriculture from 1997 to 2014. Environ Sci Pollut R 25:13093–13101
Long XL, Luo YS, Sun HP, Tian G (2018b) Fertilizer using intensity and environmental efficiency for China’s agriculture sector from 1997 to 2014. Nat Hazards. 92(3):1573–1591
Long XL, Naminse EY, Du JG, Zhuang JC (2015) Nonrenewable energy, renewable energy, carbon dioxide emissions and economic growth in China from 1952 to 2012. Renew Sust Energ Rev 52:680–688
Luis Míguez J, Porteiro J, Pérez-Orozco R, Patiño D, Rodríguez S (2018) Evolution of CO2 capture technology between 2007 and 2017 through the study of patent activity. Appl Energy 211:1282–1296
Maranville S (1992) Entrepreneurship in the business curriculum. J Educ Bus 68(1):27–31
Martin G, Saikawa E (2017) Effectiveness of state climate and energy policies in reducing power-sector CO2 emissions. Nat Clim Chang 7(12):912–919
Müller-Fürstenberger G, Wagner M (2007) Exploring the environmental Kuznets hypothesis: theoretical and econometric problems. Ecol Econ 62(3):648–660
Narayan PK, Narayan S (2010) Carbon dioxide emissions and economic growth: panel data evidence from developing countries. Energy Policy 38(1):661–666
Narayan PK, Saboori B, Soleymani A (2016) Economic growth and carbon emissions. Econ Model 53:388–397
Nikzad R, Sedigh G (2017) Greenhouse gas emissions and green technologies in Canada. Environ Dev 24:99–108
OECD/IEA (2016) Recent trends in the OECD: energy and CO2 emissions. Retrieved from
Özokcu S, Özdemir Ö (2017) Economic growth, energy, and environmental Kuznets curve. Renew Sust Energ Rev 72:639–647
Ozturk I (2017) Measuring the impact of alternative and nuclear energy consumption, carbon dioxide emissions and oil rents on specific growth factors in the panel of Latin American countries. Prog Nucl Energy 100:71–81
Phillips PCB, Perron P (1988) Testing for a Unit Root in Time Series Regression. Biometrika 75(2):335–346
Popp D, Hascic I, Medhi N (2011) Technology and the diffusion of renewable energy. Energy Econ 33(4):648–662
Porter ME (1990) The Competitive Advantage of Nations. Free Press, New York
Raiser K, Naims H, Bruhn T (2017) Corporatization of the climate? Innovation, intellectual property rights, and patents for climate change mitigation. Energy Res Social Sci 27:1–8
Rez P (2017) Why solar and wind won’t make much difference to carbon dioxide emissions. Oxford University Press’s Academic Insights for the Thinking World. Retrieved from https://blog.oup.com/2017/10/solar-wind-energy-carbon-dioxide-emissions/website:
Scovronick N, Budolfson MB, Dennig F, Fleurbaey M, Sieberte A, Socolowf RH et al (2017) Impact of population growth and population ethics on climate change mitigation policy. Proc Natl Acad Sci USA 114(46):12338–12343
Serrat O (2009) Harnessing creativity and innovation in the workplace. Knowl Solut 61:1–11
Shen Z, Boussemart J-P, Leleu H (2017) Aggregate green productivity growth in OECD’s countries. Int J Prod Econ 189:30–39
Sim J (2018) The economic and environmental values of the R&D investment in a renewable energy sector in South Korea. J Clean Prod 189:297–306
Stern DI (2004) The rise and fall of the environmental KUZNETS curve. World Dev 32(8):1419–1439
Su H-N, Moaniba IM (2017) Does innovation respond to climate change? Empirical evidence from patents and greenhouse gas emissions. Technol Forecast Soc Chang 49-62:122
Waheed R, Chang D, Sarwar S, Chen W (2018) Forest, agriculture, renewable energy, and CO2 emission. J Clean Prod 172:4231–4238
Wang Z, Yang Z, Zhang Y, Yin J (2012a) Energy technology patents-CO2 emissions nexus: an empirical analysis from China. Energy Policy 42:248–260
Wang Z, ZhongminYang Z, Y., & Yin, J. (2012b) Energy technology patents-CO2 emissions nexus: an empirical analysis from China. Energy Policy 42:248–260
Wang Z, Yang Z, Zhang Y, Yin J (2012c) Energy technology patents-CO2 emissions nexus: an empirical analysis from China. Energy Policy 42:248–260
Wang C, Wang F, Zhang X, Yang Y, Su Y, Ye Y, Zhang H (2017) Examining the driving factors of energy related carbon emissions using the extended STIRPAT model based on IPAT identity in Xinjiang. Renew Sustain Energy 67:51–61
Wilson C (2018) Disruptive low-carbon innovations. Energy Res Soc Sci 37:216–223
Wurlod J-D, Noailly J (2018) The impact of green innovation on energy intensity: an empirical analysis for 14 industrial sectors in OECD countries. Energy Econ 71:47–61
Yue T, Long R, Chen H, Zhao X (2013) The optimal CO2 emissions reduction path in Jiangsu province: an expanded IPAT approach. Appl Energy 112:1510–1517
Zhang C, Zhao W (2014) Panel estimation for income inequality and CO2 emissions: a regional analysis in China. Appl Energy 136:382–392
Zhang Y-J, Peng Y-L, Ma C-Q, Shen B (2017) Can environmental innovation facilitate carbon emissions reduction? Evidence from China. Energy Policy 100:18–28
Zhou H, Sandner PG, Martinelli SL, Block JH (2016) Patents, trademarks, and their complementarity inventure capital funding. Technovation 47:14–22
Zoundi Z (2017) CO2 emissions, renewable energy and the environmental Kuznets curve, a panel cointegration approach. Renew Sust Energ Rev 72:1067–1075
Acknowledgements
We appreciate the financial support from the National Natural Science Foundation of China (No. 71603105), Natural Science Foundation of Jiangsu, China (No. SBK2016042936), Science Foundation of Ministry of Education of China (No. 16YJC790067), and China Postdoctoral Science Foundation (Nos. 2017M610051, 2018T110054).
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Mensah, C.N., Long, X., Boamah, K.B. et al. The effect of innovation on CO2 emissions of OCED countries from 1990 to 2014. Environ Sci Pollut Res 25, 29678–29698 (2018). https://doi.org/10.1007/s11356-018-2968-0
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DOI: https://doi.org/10.1007/s11356-018-2968-0