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The Effects of Corruption, Renewable Energy, Trade and CO 2 Emissions

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  • Nuno Carlos Leitão

    (Polytechnic Institute of Santarém, Center for Advanced Studies in Management and Economics, Évora University, 7000-812 Évora, Portugal
    Center for African and Development Studies, Lisbon University, 1200-781 Lisbon, Portugal)

Abstract

Corruption reflects a set of illegal activities that jeopardize the smooth functioning of economies, society, and climate and environmental issues. This article tests the relationships between economic growth, corruption, renewable energies, international trade, and carbon dioxide emissions using panel data for European countries, namely Portugal, Spain, Italy, Ireland, and Greece, from 1995–2015. As an econometric strategy, this research uses the panel fully modified least squares (FMOLS), panel dynamic least squares (DOLS), and panel two-stage least squares estimator (TSLS). Considering the variables utilized in the research and the panel unit root test, we observed that the variables are integrated I (1) in the first difference. The variables of corruption, economic growth, renewable energies, international trade, and carbon dioxide emissions are cointegrated in the long run, using the Pedroni and Kao residual cointegration test arguments. The methodology of Dumitrescu–Hurlin to test the causality between carbon dioxide emissions, corruption, economic growth, and renewable energy shows that there is unidirectional causality between carbon dioxide emissions and corruption and economic growth and corruption. The results suggest that the corruption index and economic growth have a statistically significant positive impact on carbon dioxide emissions. However, renewable energies and international trade reduce climate change and improve the environmental quality.

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  • Nuno Carlos Leitão, 2021. "The Effects of Corruption, Renewable Energy, Trade and CO 2 Emissions," Economies, MDPI, vol. 9(2), pages 1-19, April.
    • Handle: RePEc:gam:jecomi:v:9:y:2021:i:2:p:62-:d:538873
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    as
    1. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    2. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    3. Jaka Sriyana, 2019. "Dynamic Effects of Energy Consumption on Economic Growth in an Emerging Economy," International Journal of Energy Economics and Policy, Econjournals, vol. 9(4), pages 283-290.
    4. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    5. Holtz-Eakin, Douglas & Selden, Thomas M., 1995. "Stoking the fires? CO2 emissions and economic growth," Journal of Public Economics, Elsevier, vol. 57(1), pages 85-101, May.
    6. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    7. Gokhan Karhan, 2019. "Does Renewable Energy Increase Growth? Evidence from EU-19 Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 9(2), pages 341-346.
    8. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    9. Daniel Balsalobre-Lorente & Nuno Carlos Leitão & Festus Victor Bekun, 2021. "Fresh Validation of the Low Carbon Development Hypothesis under the EKC Scheme in Portugal, Italy, Greece and Spain," Energies, MDPI, vol. 14(1), pages 1-17, January.
    10. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    11. Arellano, Manuel, 1989. "A note on the Anderson-Hsiao estimator for panel data," Economics Letters, Elsevier, vol. 31(4), pages 337-341, December.
    12. Shahzad, Umer & Doğan, Buhari & Sinha, Avik & Fareed, Zeeshan, 2021. "Does Export product diversification help to reduce energy demand: Exploring the contextual evidences from the newly industrialized countries," Energy, Elsevier, vol. 214(C).
    13. Hlalefang Khobai & Pierre Le Roux, 2018. "Does Renewable Energy Consumption Drive Economic Growth: Evidence from Granger-Causality Technique," International Journal of Energy Economics and Policy, Econjournals, vol. 8(2), pages 205-212.
    14. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    15. Alper, Aslan & Oguz, Ocal, 2016. "The role of renewable energy consumption in economic growth: Evidence from asymmetric causality," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 953-959.
    16. Peter C. B. Phillips & Hyungsik R. Moon, 1999. "Linear Regression Limit Theory for Nonstationary Panel Data," Econometrica, Econometric Society, vol. 67(5), pages 1057-1112, September.
    17. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    18. Mun Mun Ahmed & Koji Shimada, 2019. "The Effect of Renewable Energy Consumption on Sustainable Economic Development: Evidence from Emerging and Developing Economies," Energies, MDPI, vol. 12(15), pages 1-15, July.
    19. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    20. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
    21. Yuriy Bilan & Halyna Mishchuk & Natalia Samoliuk & Halyna Yurchyk, 2020. "Impact of Income Distribution on Social and Economic Well-Being of the State," Sustainability, MDPI, vol. 12(1), pages 1-15, January.
    22. Naveed Razzaq & Faqeer Muhammad & Rehmat Karim & Muhammad Tariq & Khair Muhammad, 2021. "The Nexus between Energy, Environment and Growth: Evidence from Latin-American Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 11(1), pages 82-87.
    23. Nuno Carlos Leitão, 2021. "Testing the Role of Trade on Carbon Dioxide Emissions in Portugal," Economies, MDPI, vol. 9(1), pages 1-15, February.
    24. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    25. Cole, Matthew A., 2007. "Corruption, income and the environment: An empirical analysis," Ecological Economics, Elsevier, vol. 62(3-4), pages 637-647, May.
    26. Dalia M. Ibrahiem, 2015. "Renewable electricity consumption , Foreign direct investment and Economic growth in Egypt: An ARDL approach," Proceedings of Economics and Finance Conferences 2204592, International Institute of Social and Economic Sciences.
    27. Nuno Carlos Leitão & Daniel Balsalobre Lorente, 2020. "The Linkage between Economic Growth, Renewable Energy, Tourism, CO 2 Emissions, and International Trade: The Evidence for the European Union," Energies, MDPI, vol. 13(18), pages 1-16, September.
    28. Majid Mahmoodi, 2017. "The Relationship between Economic Growth, Renewable Energy, and CO2 Emissions: Evidence from Panel Data Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 7(6), pages 96-102.
    29. Wang, Zhaohua & Danish, & Zhang, Bin & Wang, Bo, 2018. "The moderating role of corruption between economic growth and CO2 emissions: Evidence from BRICS economies," Energy, Elsevier, vol. 148(C), pages 506-513.
    30. 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.
    31. Zhang, Wenwen & Chiu, Yi-Bin, 2020. "Do country risks influence carbon dioxide emissions? A non-linear perspective," Energy, Elsevier, vol. 206(C).
    32. Nutnaree Maneejuk & Sutthipat Ratchakom & Paravee Maneejuk & Woraphon Yamaka, 2020. "Does the Environmental Kuznets Curve Exist? An International Study," Sustainability, MDPI, vol. 12(21), pages 1-22, November.
    33. Dincer, Oguzhan C. & Fredriksson, Per G., 2018. "Corruption and environmental regulatory policy in the United States: Does trust matter?," Resource and Energy Economics, Elsevier, vol. 54(C), pages 212-225.
    34. Javier Arnaut & Johanna Lidman, 2021. "Environmental Sustainability and Economic Growth in Greenland: Testing the Environmental Kuznets Curve," Sustainability, MDPI, vol. 13(3), pages 1-13, January.
    35. Montassar Kahia & Anis Omri & Bilel Jarraya, 2021. "Green Energy, Economic Growth and Environmental Quality Nexus in Saudi Arabia," Sustainability, MDPI, vol. 13(3), pages 1-13, January.
    36. Saikkonen, Pentti, 1991. "Asymptotically Efficient Estimation of Cointegration Regressions," Econometric Theory, Cambridge University Press, vol. 7(1), pages 1-21, March.
    37. Marius-Corneliu Marinaș & Marin Dinu & Aura-Gabriela Socol & Cristian Socol, 2018. "Renewable energy consumption and economic growth. Causality relationship in Central and Eastern European countries," PLOS ONE, Public Library of Science, vol. 13(10), pages 1-29, October.
    38. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    39. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    40. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    41. Arminen, Heli & Menegaki, Angeliki N., 2019. "Corruption, climate and the energy-environment-growth nexus," Energy Economics, Elsevier, vol. 80(C), pages 621-634.
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    3. Katarzyna Szymczyk & Dilek Şahin & Haşim Bağcı & Ceyda Yerdelen Kaygın, 2021. "The Effect of Energy Usage, Economic Growth, and Financial Development on CO 2 Emission Management: An Analysis of OECD Countries with a High Environmental Performance Index," Energies, MDPI, vol. 14(15), pages 1-21, August.
    4. Yu-Xia Tu & Oleksandr Kubatko & Vladyslav Piven & Bohdan Kovalov & Mykola Kharchenko, 2023. "Promotion of Sustainable Development in the EU: Social and Economic Drivers," Sustainability, MDPI, vol. 15(9), pages 1-15, May.
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    6. Nuno Carlos Leitão & Matheus Koengkan & José Alberto Fuinhas, 2022. "The Role of Intra-Industry Trade, Foreign Direct Investment, and Renewable Energy on Portuguese Carbon Dioxide Emissions," Sustainability, MDPI, vol. 14(22), pages 1-21, November.
    7. José Alberto Fuinhas & Matheus Koengkan & Nuno Carlos Leitão & Chinazaekpere Nwani & Gizem Uzuner & Fatemeh Dehdar & Stefania Relva & Drielli Peyerl, 2021. "Effect of Battery Electric Vehicles on Greenhouse Gas Emissions in 29 European Union Countries," Sustainability, MDPI, vol. 13(24), pages 1-26, December.

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