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The Effect of Renewable and Nuclear Energy Consumption on Decoupling Economic Growth from CO 2 Emissions in Spain

Author

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  • Mariola Piłatowska

    (Department of Econometrics and Statistics, Faculty of Economics, Nicolaus Copernicus University in Toruń, Gagarina 13A, 87-100 Toruń, Poland)

  • Andrzej Geise

    (Department of Econometrics and Statistics, Faculty of Economics, Nicolaus Copernicus University in Toruń, Gagarina 13A, 87-100 Toruń, Poland)

  • Aneta Włodarczyk

    (Faculty of Management, Czestochowa University of Technology, Al. Armii Krajowej 19B, 42-201 Częstochowa, Poland)

Abstract

This study examines the relationship between renewable and nuclear energy consumption, carbon dioxide emissions and economic growth by using the Granger causality and non-linear impulse response function in a business cycle in Spain. We estimate the threshold vector autoregression (TVAR) model on the basis of annual data from the period 1970–2018, which are disaggregated into quarterly data to obtain robust empirical results through avoiding a sample size problem. Our analysis reveals that economic growth and CO 2 emissions are positively correlated during expansions but not during recessions. Moreover, we find that rising nuclear energy consumption leads to decreased CO 2 emissions during expansions, while the impact of increasing renewable energy consumption on emissions is negative but insignificant. In addition, there is a positive feedback between nuclear energy consumption and economic growth, but unidirectional positive causality running from renewable energy consumption to economic growth in upturns. Our findings do indicate that both nuclear and renewable energy consumption contribute to a reduction in emissions; however, the rise in economic activity, leading to a greater increase in emissions, offsets this positive impact of green energy. Therefore, a decoupling of economic growth from CO 2 emissions is not observed. These results demand some crucial changes in legislation targeted at reducing emissions, as green energy alone is insufficient to reach this goal.

Suggested Citation

  • Mariola Piłatowska & Andrzej Geise & Aneta Włodarczyk, 2020. "The Effect of Renewable and Nuclear Energy Consumption on Decoupling Economic Growth from CO 2 Emissions in Spain," Energies, MDPI, vol. 13(9), pages 1-18, April.
  • Handle: RePEc:gam:jeners:v:13:y:2020:i:9:p:2124-:d:350222
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    References listed on IDEAS

    as
    1. Julius McGee, 2015. "Does certified organic farming reduce greenhouse gas emissions from agricultural production?," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 32(2), pages 255-263, June.
    2. Tetyana Vasylieva & Oleksii Lyulyov & Yuriy Bilan & Dalia Streimikiene, 2019. "Sustainable Economic Development and Greenhouse Gas Emissions: The Dynamic Impact of Renewable Energy Consumption, GDP, and Corruption," Energies, MDPI, vol. 12(17), pages 1-12, August.
    3. Susana Silva & Isabel Soares & Carlos Pinho, 2011. "The impact of renewable energy sources on economic growth and CO2 emissions - a SVAR approach," FEP Working Papers 407, Universidade do Porto, Faculdade de Economia do Porto.
    4. Pang, Rui-Zhi & Deng, Zhong-Qi & Hu, Jin-li, 2015. "Clean energy use and total-factor efficiencies: An international comparison," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 1158-1171.
    5. Bhattacharya, Mita & Awaworyi Churchill, Sefa & Paramati, Sudharshan Reddy, 2017. "The dynamic impact of renewable energy and institutions on economic output and CO2 emissions across regions," Renewable Energy, Elsevier, vol. 111(C), pages 157-167.
    6. Choi, Eunho & Heshmati, Almas & Cho, Yongsung, 2010. "An Empirical Study of the Relationships between CO2 Emissions, Economic Growth and Openness," IZA Discussion Papers 5304, Institute of Labor Economics (IZA).
    7. Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Roubaud, David & Farhani, Sahbi, 2018. "How economic growth, renewable electricity and natural resources contribute to CO2 emissions?," Energy Policy, Elsevier, vol. 113(C), pages 356-367.
    8. Amine Lahiani & Sinha Avik & Muhammad Shahbaz, 2018. "Renewable energy consumption, income, CO2 emissions and oil prices in G7 countries: The importance of asymmetries," Post-Print hal-03677233, HAL.
    9. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-430, March.
    10. Acaravci, Ali & Ozturk, Ilhan, 2010. "On the relationship between energy consumption, CO2 emissions and economic growth in Europe," Energy, Elsevier, vol. 35(12), pages 5412-5420.
    11. Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
    12. Susana Silva & Isabel Soares & Carlos Pinho, 2012. "The Impact of Renewable Energy Sources on Economic Growth and CO2 Emissions - a SVAR approach," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 133-144.
    13. Salim, Ruhul A. & Shafiei, Sahar, 2014. "Urbanization and renewable and non-renewable energy consumption in OECD countries: An empirical analysis," Economic Modelling, Elsevier, vol. 38(C), pages 581-591.
    14. Tapio, Petri, 2005. "Towards a theory of decoupling: degrees of decoupling in the EU and the case of road traffic in Finland between 1970 and 2001," Transport Policy, Elsevier, vol. 12(2), pages 137-151, March.
    15. Robert B. Jackson & Josep G. Canadell & Corinne Le Quéré & Robbie M. Andrew & Jan Ivar Korsbakken & Glen P. Peters & Nebojsa Nakicenovic, 2016. "Reaching peak emissions," Nature Climate Change, Nature, vol. 6(1), pages 7-10, January.
    16. Jaforullah, Mohammad & King, Alan, 2015. "Does the use of renewable energy sources mitigate CO2 emissions? A reassessment of the US evidence," Energy Economics, Elsevier, vol. 49(C), pages 711-717.
    17. Andrews, Donald W K & Ploberger, Werner, 1994. "Optimal Tests When a Nuisance Parameter Is Present Only under the Alternative," Econometrica, Econometric Society, vol. 62(6), pages 1383-1414, November.
    18. Apergis, Nicholas & Payne, James E., 2010. "Coal consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(3), pages 1353-1359, March.
    19. Chontanawat, Jaruwan & Hunt, Lester C. & Pierse, Richard, 2008. "Does energy consumption cause economic growth?: Evidence from a systematic study of over 100 countries," Journal of Policy Modeling, Elsevier, vol. 30(2), pages 209-220.
    20. Richard York, 2012. "Do alternative energy sources displace fossil fuels?," Nature Climate Change, Nature, vol. 2(6), pages 441-443, June.
    21. Omri, Anis & Ben Mabrouk, Nejah & Sassi-Tmar, Amel, 2015. "Modeling the causal linkages between nuclear energy, renewable energy and economic growth in developed and developing countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1012-1022.
    22. Menyah, Kojo & Wolde-Rufael, Yemane, 2010. "CO2 emissions, nuclear energy, renewable energy and economic growth in the US," Energy Policy, Elsevier, vol. 38(6), pages 2911-2915, June.
    23. Wolde-Rufael, Yemane & Menyah, Kojo, 2010. "Nuclear energy consumption and economic growth in nine developed countries," Energy Economics, Elsevier, vol. 32(3), pages 550-556, May.
    24. Richmond, Amy K. & Kaufmann, Robert K., 2006. "Is there a turning point in the relationship between income and energy use and/or carbon emissions?," Ecological Economics, Elsevier, vol. 56(2), pages 176-189, February.
    25. Aviral Kumar Tiwari, 2011. "A structural VAR analysis of renewable energy consumption, real GDP and CO2 emissions: Evidence from India," Economics Bulletin, AccessEcon, vol. 31(2), pages 1793-1806.
    26. Luqman, Muhammad & Ahmad, Najid & Bakhsh, Khuda, 2019. "Nuclear energy, renewable energy and economic growth in Pakistan: Evidence from non-linear autoregressive distributed lag model," Renewable Energy, Elsevier, vol. 139(C), pages 1299-1309.
    27. Sharif, Arshian & Mishra, Shekhar & Sinha, Avik & Jiao, Zhilun & Shahbaz, Muhammad & Afshan, Sahar, 2020. "The renewable energy consumption-environmental degradation nexus in Top-10 polluted countries: Fresh insights from quantile-on-quantile regression approach," Renewable Energy, Elsevier, vol. 150(C), pages 670-690.
    28. Shafiei, Sahar & Salim, Ruhul A., 2014. "Non-renewable and renewable energy consumption and CO2 emissions in OECD countries: A comparative analysis," Energy Policy, Elsevier, vol. 66(C), pages 547-556.
    29. Fosten, Jack & Morley, Bruce & Taylor, Tim, 2012. "Dynamic misspecification in the environmental Kuznets curve: Evidence from CO2 and SO2 emissions in the United Kingdom," Ecological Economics, Elsevier, vol. 76(C), pages 25-33.
    30. Tommaso Ferraresi & Andrea Roventini & Giorgio Fagiolo, 2015. "Fiscal Policies and Credit Regimes: A TVAR Approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(7), pages 1047-1072, November.
    31. Baum, Anja & Koester, Gerrit B., 2011. "The impact of fiscal policy on economic activity over the business cycle - evidence from a threshold VAR analysis," Discussion Paper Series 1: Economic Studies 2011,03, Deutsche Bundesbank.
    32. Menegaki, Angeliki N., 2011. "Growth and renewable energy in Europe: A random effect model with evidence for neutrality hypothesis," Energy Economics, Elsevier, vol. 33(2), pages 257-263, March.
    33. Kougias, Ioannis & Szabó, Sándor, 2017. "Pumped hydroelectric storage utilization assessment: Forerunner of renewable energy integration or Trojan horse?," Energy, Elsevier, vol. 140(P1), pages 318-329.
    34. Mounir Ben Mbarek & Racha Khairallah & Rochdi Feki, 2015. "Causality relationships between renewable energy, nuclear energy and economic growth in France," Environment Systems and Decisions, Springer, vol. 35(1), pages 133-142, March.
    35. Apergis, Nicholas & Payne, James E., 2010. "Renewable energy consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(1), pages 656-660, January.
    36. Aguirre, Mariana & Ibikunle, Gbenga, 2014. "Determinants of renewable energy growth: A global sample analysis," Energy Policy, Elsevier, vol. 69(C), pages 374-384.
    37. James D Ward & Paul C Sutton & Adrian D Werner & Robert Costanza & Steve H Mohr & Craig T Simmons, 2016. "Is Decoupling GDP Growth from Environmental Impact Possible?," PLOS ONE, Public Library of Science, vol. 11(10), pages 1-14, October.
    38. Mihaela Simionescu & Yuriy Bilan & Emília Krajňáková & Dalia Streimikiene & Stanisław Gędek, 2019. "Renewable Energy in the Electricity Sector and GDP per Capita in the European Union," Energies, MDPI, vol. 12(13), pages 1-15, June.
    39. Sadorsky, Perry, 2009. "Renewable energy consumption, CO2 emissions and oil prices in the G7 countries," Energy Economics, Elsevier, vol. 31(3), pages 456-462, May.
    40. Nadia Singh & Richard Nyuur & Ben Richmond, 2019. "Renewable Energy Development as a Driver of Economic Growth: Evidence from Multivariate Panel Data Analysis," Sustainability, MDPI, vol. 11(8), pages 1-18, April.
    41. repec:ers:journl:v:xv:y:2012:i:sie:p:133-144 is not listed on IDEAS
    42. Baek, Jungho & Pride, Dominique, 2014. "On the income–nuclear energy–CO2 emissions nexus revisited," Energy Economics, Elsevier, vol. 43(C), pages 6-10.
    43. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    44. Amy K. Richmond & Robert K. Kaufmann, 2006. "Energy Prices and Turning Points: The Relationship between Income and Energy Use/Carbon Emissions," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 157-180.
    45. Jeyhun I. Mikayilov & Fakhri J. Hasanov & Marzio Galeotti, 2018. "Decoupling of C02 Emissions and GDP: A Time-Varying Cointegration Approach," IEFE Working Papers 101, IEFE, Center for Research on Energy and Environmental Economics and Policy, Universita' Bocconi, Milano, Italy.
    46. Abdullah Tahir & Jameel Ahmed & Waqas Ahmed, 2018. "Robust Quarterization of GDP and Determination of Business Cycle Dates for IGC Partner Countries," SBP Working Paper Series 97, State Bank of Pakistan, Research Department.
    47. Nathan S. Balke, 2000. "Credit and Economic Activity: Credit Regimes and Nonlinear Propagation of Shocks," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 344-349, May.
    48. Dogan, Eyup & Seker, Fahri, 2016. "Determinants of CO2 emissions in the European Union: The role of renewable and non-renewable energy," Renewable Energy, Elsevier, vol. 94(C), pages 429-439.
    49. Rim Berahab, 2017. "Decoupling economic growth from CO2 emissions in the world," Policy notes & Policy briefs 1727, Policy Center for the New South.
    50. Apergis, Nicholas & Payne, James E. & Menyah, Kojo & Wolde-Rufael, Yemane, 2010. "On the causal dynamics between emissions, nuclear energy, renewable energy, and economic growth," Ecological Economics, Elsevier, vol. 69(11), pages 2255-2260, September.
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