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The long-run relationship between energy consumption, oil prices, and carbon dioxide emissions in European countries

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Abstract

Global climate change brings environmental quality sensitivity, especially in European countries. In this context, European countries are striving to achieve carbon neutrality by 2050. Renewable energy use can be an effective way to curtail the increasing environmental degradation. How the oil prices shape the energy use pattern and environmental quality remains unclear to date. Therefore, the present research examines the linkage between energy use (non-renewable and renewable energy), oil prices, and CO2 emissions in 30 European countries between 1997 and 2017. The study applied fully modified ordinary least squares (FMOLS), Westerlund (2007) cointegration and the Driscoll-Kraay Regression tests to explore these associations. The result of individual samples and the full sample provides the same intimations for the use of energy in Europe. The outcomes of the research ratify the existence of a long-run relationship among variables and found that non-renewable energy consumption increases CO2 emissions, while renewable energy consumption mitigates CO2 emissions. Furthermore, when the oil prices rise, people switch towards substitute energy sources that reduce CO2 emissions. Based on the results, the study suggests that European countries should increase the share of renewable energy, promote the use of clean energy resources, and discourage fossil fuel energy consumption to ensure sustainability.

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References

  • Adebayo TS, Acheampong AO (2021) Modelling the globalization-CO2 emission nexus in Australia:evidence from quantile-on-quantile approach. Environmental Science and Pollution Research 7(2):1–16

    Google Scholar 

  • Adebayo TS, Kirikkaleli D (2021) Impact of renewable energy consumption, globalization, and technologicalinnovation on environmental degradation in Japan: application of wavelet tools. Environment, Development andSustainability 5(12):1–26

    Google Scholar 

  • Adebayo TS, Rjoub H (2021) A new perspective into the impact of renewable and nonrenewable energyconsumption on environmental degradation in Argentina: a time–frequency analysis. Environmental Science andPollution Research 12(5):1–17

    Google Scholar 

  • Ahamada I, Fodha M, Kirat D (2017) Regional differences in CO2 emissions from the French residential sector: determinants and distributional consequences. Revue D’economie Politique 127:353–374

    Google Scholar 

  • Ahmad M, Ahmed Z, Majeed A, Huang B (2021a) An environmental impact assessment of economic complexity and energy consumption: does institutional quality make a difference? Environ Impact Assess Rev 89:106603. https://doi.org/10.1016/j.eiar.2021.106603

    Article  Google Scholar 

  • Ahmad M, Ahmed Z, Yang X et al (2021b) Financial development and environmental degradation: do human capital and institutional quality make a difference? Gondwana Res. https://doi.org/10.1016/J.GR.2021.09.012

    Article  Google Scholar 

  • Ahmeed Z, Wang Z, Mahmood F, Hafeez M, Ali N (2019) Does globalization increase the ecologicalfootprint? Empirical evidence from Malaysia. Environmental Science and Pollution Research 26(18):18565–18582

    Google Scholar 

  • Ahmed K, Mujeeb UR, Ozturk I (2017) What drives carbon dioxide emissions in the long-run? Evidence from selected South Asian Countries. Renew Sustain Energy Rev 70:1142–1153

    CAS  Google Scholar 

  • Ahmed Z, Ahmad M, Rjoub H et al (2021) Economic growth, renewable energy consumption, and ecological footprint: exploring the role of environmental regulations and democracy in sustainable development. Sustain Dev 1–11.https://doi.org/10.1002/SD.2251

  • Akadiri SS, Adebayo TS (2021) Asymmetric nexus among financial globalization, non-renewable energy, renewable energy use, economic growth, and carbon emissions: impact on environmental sustainability targets inIndia. Environmental Science and Pollution Research 5(4):1–13

    Google Scholar 

  • Akhmat G, Zaman K, Shukui T, Sajjad F (2014) Does energy consumption contribute to climate change? Evidence from major regions of the world. Renew Sustain Energy Rev 36:123–134

    Google Scholar 

  • Almulali U, Sab CN, Fereidouni HG (2012) Exploring the bi-directional long run relationship between urbanization, energy consumption, and carbon dioxide emission. Energy 46:156–167

    Google Scholar 

  • Alola AA, Adebayo TS, Onifade ST (2021) Examining the dynamics of ecological footprint in China withspectral Granger causality and quantile-on-quantile approaches. International Journal of Sustainable Development & World Ecology 5(14):1–14

    Google Scholar 

  • Apergis N, Payne JE, Menyah K, Rufael YW (2010) On the causal dynamics between emissions, nuclear energy, renewable energy, and economic growth. Ecol Econ 69:2255–2260

    Google Scholar 

  • Apergis N, Payne JE (2015) Renewable energy, output, carbon dioxide emissions, and oil prices: evidence from South America. Energy Sources Part B 10:281–287

    CAS  Google Scholar 

  • Adebayo TS, Awosusi AA, Kirikkaleli D, Akinsola GD, Mwamba MN (2021) Can CO 2 emissions andenergy consumption determine the economic performance of South Korea? A time series analysis. EnvironmentalScience and Pollution Research 2(4):1–16

    Google Scholar 

  • Azad AK, Rasul MG, Khan MM, Sharma SC, Bhuiya MM (2015) Study on Australian energy policy, socio-economic, and environment issues. J Renew Sustain Energy 07:1–19

    Google Scholar 

  • Balogh JM, Jambor A (2017) Determinants of CO2 emission: a global evidence. Int J Energy Econ Policy 07:217–226

    Google Scholar 

  • Bibi A, Zhang X, Umar M (2021) The imperativeness of biomass energy consumption to the environmentalsustainability of the United States revisited. Environmental and Ecological Statistics 6(4):1–21

    Google Scholar 

  • Bekun FV, Alola AA, Sarkodie SA (2019) Toward a sustainable environment: nexus between CO2 emissions, resource rent, renewable and nonrenewable energy in 16-EU countries. Sci Total Environ 657:1023–1029

    CAS  Google Scholar 

  • Belaid F, Youssef M (2017) Environmental degradation, renewable and non-renewable electricity consumption, and economic growth: assessing the evidence from Algeria. Energy Policy 102:277–288

    Google Scholar 

  • Bento C, Paulo J (2014) The determinants of CO2 emissions: empirical evidence from Italy. Munich Personal RePEc Archive (MPRA) 01–18

  • Bento JP, Moutinho V (2016) CO2 Emissions, non-renewable and renewable electricity production, economic growth, and international trade in Italy. Renew Sustain Energy Rev 55:142–155

    Google Scholar 

  • Berk I, Kasman A, Kilinc D (2018) Towards a common renewable future: the System-GMM approach to assess the convergence in renewable energy consumption of EU countries. Energy Econ 87:01–06

    Google Scholar 

  • Bhattacharya M, Churchill SA, Paramati SR (2017) The dynamic impact of renewable energy and institutions on economic output and CO2 emissions across regions. Renew Energy 111:157–167

    Google Scholar 

  • Bilan Y, Streimikiene D, Vasylieva T, Lyulyov O, Pimonenko T, Pavlyk A (2019) Linking between renewable energy, CO2 emissions, and economic growth: challenges for candidates and potential candidates for the EU membership. Sustainability 11:01–16

    Google Scholar 

  • Chin MY, Puah CH, Teo CL, Joseph J (2018) The determinants of CO2 emissions in Malaysia: a new aspect. Int J Energy Econ Policy 8:190–194

    Google Scholar 

  • Chaudhry IS, Baloch ZA, Tan Q, Iqbal N, Mohsin M, Abbas Q, Iqbal W (2020) Trilemma assessmentof energy intensity, efficiency, and environmental index: evidence from BRICS countries. Environmental Scienceand Pollution Research 27(27):34337–34347

    Google Scholar 

  • Danish, Baloch MA, Wang B (2019) Analyzing the role of governance in CO2 emissions mitigation: the BRICS experience. Struct Chang Econ Dyn 51:119–125

    Google Scholar 

  • Dogan E, Seker F (2016) Determinants of CO2 emissions in the European Union: the role of renewable and non-renewable energy. Renew Energy 94:429–439

    CAS  Google Scholar 

  • Driscoll JC, Kraay AC (1998) Consistent covariance matrix estimation with spatially dependent panel data. Rev Econ Stat 80(4):549–560

    Google Scholar 

  • Fareed Z, Salem S, Adebayo TS, Pata UK, Shahzad F (2021) Role of export diversification and renewable energy on the load capacity factor in Indonesia: A Fourier quantile causality approach. Frontiers in Environmental Science 4(5):37–49

    Google Scholar 

  • Hossain MS (2011) Panel estimation for CO2 emissions, energy consumption, economic growth, trade openness and urbanization of newly industrialized countries. Energy Policy 39:6991–6999

    CAS  Google Scholar 

  • Hasanov FJ, Khan Z, Hussain M, Tufail M (2021) Theoretical framework for the carbon emissions effectsof technological progress and renewable energy consumption. Sustainable Development. 4(2):23–37

    Google Scholar 

  • Hao LN, Umar M, Khan Z, Ali W (2021) Green growth and low carbon emission in G7 countries: how critical the network of environmental taxes, renewable energy and human capital is? Sci Total Environ 752:141853

    CAS  Google Scholar 

  • He X, Adebayo TS, Kirikkaleli D, Umar M (2021) Consumption-based carbon emissions in Mexico: an analysis using the dual adjustment approach. Sustain Prod Consum 27:947–957

    Google Scholar 

  • Keho Y (2015) An Econometric Study of the Long-Run Determinants of CO2 Emissions in Cote d’Ivoire. J Financ Econ 03:11–21

    Google Scholar 

  • Khan I, Khan N, Yaqub A, Sabir M (2019) An empirical investigation of the determinants of CO2 emissions: evidence from Pakistan. Environ Sci Pollut Res 26:9099–9112

    CAS  Google Scholar 

  • Khan SAR, Yu Z, Umar M (2021) A road map for environmental sustainability and green economicdevelopment: an empirical study. Environmental Science and Pollution Research 5(12):1–9

    CAS  Google Scholar 

  • Kirikkaleli D, Adebayo TS (2020) Do renewable energy consumption and financial development matter for environmental sustainability? New Glob Evid Sustain Dev 29(4):583–594

    Google Scholar 

  • Lean HH, Smyth R (2010) Co2 emissions, electricity consumption and output in ASEAN. Appl Energy 87:1858–1864

    CAS  Google Scholar 

  • Kirikkaleli D, Adebayo TS (2021) Do public-private partnerships in energy and renewable energyconsumption matter for consumption-based carbon dioxide emissions in India? Environmental Science andPollution Research 12(7):1–14

    Google Scholar 

  • Kirikkaleli D, Ahmed Z, Ahmad M, Murshed M, Vaseer AI (2021) The trade-off between energyconsumption, economic growth, militarization, and CO2 emissions: does the treadmill of destruction exist in themodern world? Environmental Science and Pollution Research 3(16):1–14

    Google Scholar 

  • Kihombo S, Ahmed Z, Chen S, Adebayo TS, Kirikkaleli D (2021) Linking financial development, economic growth, and ecological footprint: what is the role of technological innovation?. Environ Sci Pollut Res 1–11

  • Li J, Zhao Y, Zhang A et al (2021a) Effect of grazing exclusion on nitrous oxide emissions during freeze-thaw cycles in a typical steppe of Inner Mongolia. Agric Ecosyst Environ 307:107217. https://doi.org/10.1016/J.AGEE.2020.107217

    Article  CAS  Google Scholar 

  • Li L, Sun W, Hu W, Sun Y (2021b) Impact of natural and social environmental factors on building energy consumption: based on bibliometrics. J Build Eng 37:102136. https://doi.org/10.1016/J.JOBE.2020.102136

    Article  Google Scholar 

  • Lin X, Zhao Y, Ahmad M, Ahmed Z, Rjoub H, Adebayo TS (2021) Linking innovative human capital, economic growth, and CO2 emissions: an empirical study based on Chinese provincial panel data. Int J Environ Res Public Health 18(16):8503

    CAS  Google Scholar 

  • Mahmood M, Danish, Wang Z, Zhang B (2020) The role of nuclear energy in the correction of environmental pollution: evidence from Pakistan. Nucl Eng Technol 52:1327–1333

    CAS  Google Scholar 

  • Mamun MI, Sohag K, Mia MA, Uddin GS, Ozturk I (2014) Regional differences in the dynamic linkage between CO2 emissions, sectoral output and economic growth. Renew Sustain Energy Rev 34:1–11

    Google Scholar 

  • Magazzino C, Cerulli G (2019) The determinants of CO2 emissions in MENA countries: a responsiveness scores approach. Int J Sust Dev World 06:522–534

    Google Scholar 

  • Panait M, Adebayo TS, Awosusi AA, Rjoub H, Popescu C (2021) Asymmetric impact of international trade on consumption-based carbon emissions in MINT Nations. Energies 14(20):6581

    Google Scholar 

  • Meng M, Fu Y, Wang T, Jing K (2017) Analysis of low-carbon economy efficiency of Chinese industrial sectors based on a RAM model with undesirable outputs. Sustainability 09:02–17

    Google Scholar 

  • Murshed M, Li ZZ, Li RYM, Malik MY, Khan Z, Umar M (2021) Determinants of carbon emission inChina: how good is green investment? Sustainable Production and Consumption 2(7):392–401

    Google Scholar 

  • Naseem S, Guang Ji T (2020) A system-GMM approach to examine the renewable energy consumption, agriculture and economic growth’s impact on CO2 emission in the SAARC region. GeoJournal 86(5):23–36

    Google Scholar 

  • Nordin SK, Samat KF, Ismail SF, Hamzah K, Halim BA, Kune SA (2014) Determinants of CO2 emissions in ASEAN countries using energy and mining indicators. International Conference on Mathematics, Engineering and Industrial Applications AIP Conference Proceedings 1660, 01-06

  • Orhan A, Adebayo TS, Genç SY, Kirikkaleli D (2021) Investigating the linkage between economic growthand environmental sustainability in India: do agriculture and trade openness matter? Sustainability 13(9):4753

    Google Scholar 

  • Olanrewaju VO, Adebayo TS, Akinsola GD, Odugbesan JA (2021) Determinants of environmentaldegradation in Thailand: empirical evidence from ARDL and wavelet coherence approaches. Pollution 7(1):181–196

    Google Scholar 

  • Ramzan M, Iqbal HA, Adebayo TS, Awosusi AA, Akinsola GD (2021) The environmental sustainability effects of financial development and urbanization in Latin American countries. Environ Sci Pollut Res 1–14

  • Rahman ZU, Ahmad M, Khan Z, Khattak SI, Khan ZU (2021) Can innovation shocks determine CO2 emissions (CO2e) in the OECD economies? A new perspective. Econ Innov New Technol 30(1):89–109

    Google Scholar 

  • Rjoub H, Akinsola GD, Adebayo TS, Oladipupo SD (2021) The asymmetric effects of renewable energy consumption and trade openness on carbon emissions in Sweden: new evidence from quantile-on-quantile regression approach. Environ Sci Pollut Res 1–12

  • Rjoub H, Adebayo TS, Akinsola GD, Oladipupo SD (2021) The asymmetric effects of renewable energyconsumption and trade openness on carbon emissions in Sweden: New evidence from quantile-on-quantileregression approach. Environmental Science and Pollution Research 4(12):1–12

    Google Scholar 

  • Sapkota P, Bastola U (2017) Foreign direct investment, income, and environmental pollution in developing countries: panel data analysis of Latin America. Energy Economics 64:206–212

    Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • Sarkodie SA, Ozturk I (2020) Investigating the environmental Kuznets Curve hypothesis in Kenya: a multivariate analysis. Renew Sustain Energy Rev 117:01–12

    Google Scholar 

  • Shahzad SJH, Ahmed Z, Le HP (2021) Toward environmental sustainability: how do urbanization, economic growth, and industrialization affect biocapacity in Brazil? Environment, Development and Sustainability 2(14):1–21

    Google Scholar 

  • Shan S, Ahmad M, Tan Z, Adebayo TS, Li RYM, Kirikkaleli D (2021) The role of energy prices and non-linear fiscal decentralization in limiting carbon emissions: tracking environmental sustainability. Energy 234:121243

    Google Scholar 

  • Sharma SS (2011) Determinants of carbon dioxide emissions: empirical evidence from 69 countries. Appl Energy 88:376–382

    CAS  Google Scholar 

  • Shen C, Feng R, Yu B, Liao Z (2018) Industrial CO2 emissions efficiency and its determinants in China: analyzing differences across regions and industry sectors. Pol J Environ Stud 27:1239–1254

    CAS  Google Scholar 

  • Su ZW, Umar M, Kirikkaleli D, Adebayo TS (2021) Role of political risk to achieve carbon neutrality: evidence from Brazil. J Environ Manag 298:113463

    CAS  Google Scholar 

  • Udemba EN, Adebayo TS, Ahmed Z, Kirikkaleli D (2021) Determinants of consumption-based carbon emissions in Chile: an application of non-linear ARDL. Environ Sci Pollut Res 1–15

  • Udemba EN, Ahmed Z, Adebayo TS, Kirikkaleli D (2021) Determinants of consumption-based carbonemissions in Chile: an application of non-linear ARDL. Environmental Science and Pollution Research 5(7):1–15

    Google Scholar 

  • Union (2015) Preparations for the 21st session of the Conference of the Parties (COP 21) to the United Nations Framework Convention on Climate Change (UNFCCC) and the 11th session of the Meeting of the Parties to the Kyoto Protocol (CMP 11), Press Release (2015) 657/15, Paris 2015

  • Wang F, Lu Y, Li J, Ni J (2021) Evaluating environmentally sustainable development based on the PSR framework and variable weigh analytic hierarchy process. Int J Environ Res Public Heal 18:2836. https://doi.org/10.3390/IJERPH18062836

    Article  Google Scholar 

  • Wang Z, Rasool Y, Zhanga B, Ahmed Z, Wang B (2020) Dynamic linkage among industrialization, urbanisation, and CO2 emissions in APEC realms: evidence based on DSUR estimation. Struct Chang Econ Dyn 52:382–389

    CAS  Google Scholar 

  • Westerlund J (2007) Testing for error correction in panel data. Oxford Bulletin of Economics and statistics 69(6):709–748

    Google Scholar 

  • Wu B, Monfort A, Jin C, Shen X (2022) Substantial response or impression management? Compliance strategies for sustainable development responsibility in family firms. Technol Forecast Soc Change 174:121214. https://doi.org/10.1016/J.TECHFORE.2021.121214

    Article  Google Scholar 

  • Yang J, Rizvi SKA, Tan Z, Umar M, Koondhar MA (2021) The competing role of natural gas and oil as fossil fuel and the non-linear dynamics of resource curse in Russia. Resour Policy 72:102100

    Google Scholar 

  • Yu B, Li C, Mirza N, Umar M (2022) Forecasting credit ratings of decarbonized firms: comparative assessment of machine learning models. Technol Forecast Soc Chang 174:121255

    Google Scholar 

  • Yuping L, Ramzan M, Xincheng L, Murshed M, Awosusi AA, Bah SI, Adebayo TS (2021) Determinants of carbon emissions in Argentina: the roles of renewable energy consumption and globalization. Energy Rep 7:4747–4760

    Google Scholar 

  • Zafeiriou E, Arabatzis G, Tampakis S, Soutsas K (2014) The impact of energy prices on the volatility of ethanol prices and the role of gasoline emissions. Renew Sustain Energy Rev 33:87–95

    Google Scholar 

  • Zhang L, Li Z, Kirikkaleli D, Adebayo TS, Adeshola I, Akinsola GD (2021) Modeling CO2 emissions in Malaysia: an application of Maki cointegration and wavelet coherence tests. Environ Sci Pollut Res 28(20):26030–26044

    CAS  Google Scholar 

  • Vaseer, A. I., Ahmed, Z., Kihombo, S., Chen, S., Kirikkaleli, D., & Adebayo, T. S. (2021). Is there a tradeoff between financial globalization, economic growth, and environmental sustainability? An advanced panel analysis. Environmental Science and Pollution Research, 3(12), 1-11.

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This research work is funded by ILMA University under the ILMA Research Publication Grant.

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MQR, and AH: Conceptualization, data collection, empirical analysis, writing original manuscript. TSA: Methodology, formal analysis, revision, editing, writing original manuscript. ZA: Editing, proofreading, comments, revision, contributed in analysis. MA: Writing review and editing, proofreading. All authors approved the final manuscript.

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Correspondence to Tomiwa Sunday Adebayo or Zahoor Ahmed.

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Appendix

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Table 8 Augmented Dickey-Fuller unit root results for European countries

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Rasheed, M.Q., Haseeb, A., Adebayo, T.S. et al. The long-run relationship between energy consumption, oil prices, and carbon dioxide emissions in European countries. Environ Sci Pollut Res 29, 24234–24247 (2022). https://doi.org/10.1007/s11356-021-17601-4

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