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The Balanced Energy Mix for Achieving Environmental and Economic Goals in the Long Run

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  • Anh Hoang To

    (Business and Economics Research Group, Ho Chi Minh City Open University, 97 Vo Van Tan Street, District 3, Ho Chi Minh City 7000, Vietnam)

  • Duc Hong Vo

    (Business and Economics Research Group, Ho Chi Minh City Open University, 97 Vo Van Tan Street, District 3, Ho Chi Minh City 7000, Vietnam)

Abstract

In this paper, we seek to find a balanced structure of energy sources that can simultaneously achieve two essential goals: (i) the environmental (degradation) goal and (ii) the economic (growth) goal. This study combines quantitative and qualitative methods to estimate and then rank each of the energy sources (including coal, gas, oil, hydropower, and renewable energy) to achieve the above two goals. This paper uses the weighted scoring method, the most popular method in multi-criteria decision-making techniques, to combine the rankings using five energy sources and two goals from panel data of 28 countries from Organization for Economic Co-operation and Development (OECD) countries for the period 1980–2017. Techniques for estimating the mean group long-run effect, including fully modified ordinary least squares (FMOLS) and dynamic ordinary least squares (DOLS), are used. The empirical findings of this paper reveal that, in the long term, in achieving both environmental goals and economic goals, the OECD countries should consider adopting a balanced energy mix in which the following structure is preferred: (i) hydropower, (ii) renewables and (iii) fossil fuels (oil, gas, coal).

Suggested Citation

  • Anh Hoang To & Duc Hong Vo, 2020. "The Balanced Energy Mix for Achieving Environmental and Economic Goals in the Long Run," Energies, MDPI, vol. 13(15), pages 1-21, July.
    • Handle: RePEc:gam:jeners:v:13:y:2020:i:15:p:3850-:d:390761
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    as
    1. Vo, D.H. & Nguyen, H.M. & Vo, A.T. & McAleer, M.J., 2019. "CO2 Emissions, Energy Consumption and Economic Growth," Econometric Institute Research Papers EI2019-11, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
    2. Shahbaz, Muhammad & Mahalik, Mantu Kumar & Shah, Syed Hasanat & Sato, João Ricardo, 2016. "Time-varying analysis of CO2 emissions, energy consumption, and economic growth nexus: Statistical experience in next 11 countries," Energy Policy, Elsevier, vol. 98(C), pages 33-48.
    3. 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.
    4. 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.
    5. Vo, Duc, 2019. "The Impact of Foreign Direct Investment on Environment Degradation: Evidence from Emerging Markets in Asia," MPRA Paper 103292, University Library of Munich, Germany.
    6. Joshua Greene & Delano Villanueva, 1991. "Private Investment in Developing Countries: An Empirical Analysis," IMF Staff Papers, Palgrave Macmillan, vol. 38(1), pages 33-58, March.
    7. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    8. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    9. Vo, Duc Hong & Vo, Anh The & Ho, Chi Minh & Nguyen, Ha Minh, 2020. "The role of renewable energy, alternative and nuclear energy in mitigating carbon emissions in the CPTPP countries," Renewable Energy, Elsevier, vol. 161(C), pages 278-292.
    10. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    11. Sharif Hossain, Md., 2011. "Panel estimation for CO2 emissions, energy consumption, economic growth, trade openness and urbanization of newly industrialized countries," Energy Policy, Elsevier, vol. 39(11), pages 6991-6999.
    12. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    13. Miguel Ramirez, 2000. "The impact of public investment on private investment spending in Latin America: 1980–95," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 28(2), pages 210-225, June.
    14. 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.
    15. Lee, Chien-Chiang, 2005. "Energy consumption and GDP in developing countries: A cointegrated panel analysis," Energy Economics, Elsevier, vol. 27(3), pages 415-427, May.
    16. Zhang, Ming & Li, Huanan & Zhou, Min & Mu, Hailin, 2011. "Decomposition analysis of energy consumption in Chinese transportation sector," Applied Energy, Elsevier, vol. 88(6), pages 2279-2285, June.
    17. Günter Coenen & Roland Straub, 2005. "Does Government Spending Crowd in Private Consumption? Theory and Empirical Evidence for the Euro Area," International Finance, Wiley Blackwell, vol. 8(3), pages 435-470, December.
    18. Christoph Schaltegger & Benno Torgler, 2006. "Growth effects of public expenditure on the state and local level: evidence from a sample of rich governments," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1181-1192.
    19. Frees, Edward W., 1995. "Assessing cross-sectional correlation in panel data," Journal of Econometrics, Elsevier, vol. 69(2), pages 393-414, October.
    20. 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.
    21. Devarajan, Shantayanan & Swaroop, Vinaya & Heng-fu, Zou, 1996. "The composition of public expenditure and economic growth," Journal of Monetary Economics, Elsevier, vol. 37(2-3), pages 313-344, April.
    22. Lean, Hooi Hooi & Smyth, Russell, 2010. "CO2 emissions, electricity consumption and output in ASEAN," Applied Energy, Elsevier, vol. 87(6), pages 1858-1864, June.
    23. Onafowora, Olugbenga A. & Owoye, Oluwole, 2014. "Bounds testing approach to analysis of the environment Kuznets curve hypothesis," Energy Economics, Elsevier, vol. 44(C), pages 47-62.
    24. Duc Hong Vo & Son Van Huynh & Anh The Vo & Dao Thi-Thieu Ha, 2019. "The Importance of the Financial Derivatives Markets to Economic Development in the World’s Four Major Economies," JRFM, MDPI, vol. 12(1), pages 1-18, February.
    25. Yang Zhou & Jintao Fu & Ying Kong & Rui Wu, 2018. "How Foreign Direct Investment Influences Carbon Emissions, Based on the Empirical Analysis of Chinese Urban Data," Sustainability, MDPI, vol. 10(7), pages 1-19, June.
    26. Nguyen Van Phuc & Vo Hong Duc, 2021. "Macroeconomics Determinants of Exchange Rate Pass-Through: New Evidence from the Asia-Pacific Region," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(1), pages 5-20, January.
    27. Orubu, Christopher O. & Omotor, Douglason G., 2011. "Environmental quality and economic growth: Searching for environmental Kuznets curves for air and water pollutants in Africa," Energy Policy, Elsevier, vol. 39(7), pages 4178-4188, July.
    28. Teles, Vladimir K. & Cesar Mussolini, Caio, 2014. "Public debt and the limits of fiscal policy to increase economic growth," European Economic Review, Elsevier, vol. 66(C), pages 1-15.
    29. Rahman, Mohammad Mafizur & Velayutham, Eswaran, 2020. "Renewable and non-renewable energy consumption-economic growth nexus: New evidence from South Asia," Renewable Energy, Elsevier, vol. 147(P1), pages 399-408.
    30. Dar, Atul A. & AmirKhalkhali, Sal, 2002. "Government size, factor accumulation, and economic growth: evidence from OECD countries," Journal of Policy Modeling, Elsevier, vol. 24(7-8), pages 679-692, November.
    31. Been-Lon Chen, 2006. "Economic growth with an optimal public spending composition," Oxford Economic Papers, Oxford University Press, vol. 58(1), pages 123-136, January.
    32. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    33. Shafik, Nemat, 1994. "Economic Development and Environmental Quality: An Econometric Analysis," Oxford Economic Papers, Oxford University Press, vol. 46(0), pages 757-773, Supplemen.
    34. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    35. Hong Vo, Duc & Van Nguyen, Phuc & Minh Nguyen, Ha & The Vo, Anh & Cong Nguyen, Thang, 2020. "Derivatives market and economic growth nexus: Policy implications for emerging markets," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    36. 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.
    37. Karras, Georgios, 1993. "Employment and Output Effects of Government Spending: Is Government Size Important?," Economic Inquiry, Western Economic Association International, vol. 31(3), pages 354-369, July.
    38. Sugata Ghosh & Andros Gregoriou, 2008. "The composition of government spending and growth: is current or capital spending better?," Oxford Economic Papers, Oxford University Press, vol. 60(3), pages 484-516, July.
    39. Al-Mulali, Usama & Ozturk, Ilhan, 2016. "The investigation of environmental Kuznets curve hypothesis in the advanced economies: The role of energy prices," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 1622-1631.
    40. Keith M. Carlson & Roger W. Spencer, 1975. "Crowding out and its critics," Review, Federal Reserve Bank of St. Louis, vol. 57(Dec), pages 2-17.
    41. Shanaka Herath, 2012. "Size Of Government And Economic Growth: A Nonlinear Analysis," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 57(194), pages 7-30, July - Se.
    42. Markus Eberhardt, 2012. "Estimating panel time-series models with heterogeneous slopes," Stata Journal, StataCorp LP, vol. 12(1), pages 61-71, March.
    43. Churchill, Sefa Awaworyi & Inekwe, John & Ivanovski, Kris & Smyth, Russell, 2018. "The Environmental Kuznets Curve in the OECD: 1870–2014," Energy Economics, Elsevier, vol. 75(C), pages 389-399.
    44. Soytas, Ugur & Sari, Ramazan, 2003. "Energy consumption and GDP: causality relationship in G-7 countries and emerging markets," Energy Economics, Elsevier, vol. 25(1), pages 33-37, January.
    45. Huang, Bwo-Nung & Hwang, M.J. & Yang, C.W., 2008. "Does more energy consumption bolster economic growth An application of the nonlinear threshold regression model," Energy Policy, Elsevier, vol. 36(2), pages 755-767, February.
    46. Ang, James B., 2008. "Economic development, pollutant emissions and energy consumption in Malaysia," Journal of Policy Modeling, Elsevier, vol. 30(2), pages 271-278.
    47. Salahuddin, Mohammad & Alam, Khorshed & Ozturk, Ilhan & Sohag, Kazi, 2018. "The effects of electricity consumption, economic growth, financial development and foreign direct investment on CO2 emissions in Kuwait," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 2002-2010.
    48. Peter C. Fishburn, 1967. "Methods of Estimating Additive Utilities," Management Science, INFORMS, vol. 13(7), pages 435-453, March.
    49. Douglas, Paul H, 1976. "The Cobb-Douglas Production Function Once Again: Its History, Its Testing, and Some New Empirical Values," Journal of Political Economy, University of Chicago Press, vol. 84(5), pages 903-915, October.
    50. Ouedraogo, Nadia S., 2013. "Energy consumption and human development: Evidence from a panel cointegration and error correction model," Energy, Elsevier, vol. 63(C), pages 28-41.
    51. Anh The Vo & Duc Hong Vo & Quan Thai-Thuong Le, 2019. "CO 2 Emissions, Energy Consumption, and Economic Growth: New Evidence in the ASEAN Countries," JRFM, MDPI, vol. 12(3), pages 1-20, September.
    52. Niu, Shuwen & Ding, Yongxia & Niu, Yunzhu & Li, Yixin & Luo, Guanghua, 2011. "Economic growth, energy conservation and emissions reduction: A comparative analysis based on panel data for 8 Asian-Pacific countries," Energy Policy, Elsevier, vol. 39(4), pages 2121-2131, April.
    53. Coddington, Alan, 1976. "Keynesian Economics: The Search for First Principles," Journal of Economic Literature, American Economic Association, vol. 14(4), pages 1258-1273, December.
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