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Environmental pollution, hydropower energy consumption and economic growth: Evidence from G7 countries

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  • Bildirici, Melike E.
  • Gökmenoğlu, Seyit M.

Abstract

The aim of this study is to examine the relationship among environmental pollution, economic growth and hydropower energy consumption in the different regimes of the business cycles for G7 countries over the period of 1961–2013. We used Markov Switching-Vector Autoregressive (MS-VAR) and MS-Granger Causality methods to achieve this goal since the traditional methods examine the causality by assuming all period in the same level. Unlike traditional methods, these methods allow for determining the relationship and casual dynamics between variables in different regimes. The causality results obtained for different regimes assisted to suggest policy recommendations for each regime individually. According to analysis results, it was found that there is bidirectional Granger causality between carbon dioxide emissions and economic growth in the crisis regime and in the high growth regime while carbon dioxide emissions are Granger cause of economic growth in all regimes in general. We found evidence that hydropower energy consumption is Granger cause of economic growth in general whereas there is a bidirectional causality for some G7 countries. Furthermore, the results from these models indicate that in the first, second and third regimes, carbon dioxide emissions are Granger cause of hydropower energy consumption and hydropower energy consumption is Granger cause of carbon dioxide emissions for some G7 countries.

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  • Bildirici, Melike E. & Gökmenoğlu, Seyit M., 2017. "Environmental pollution, hydropower energy consumption and economic growth: Evidence from G7 countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 68-85.
  • Handle: RePEc:eee:rensus:v:75:y:2017:i:c:p:68-85
    DOI: 10.1016/j.rser.2016.10.052
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    as
    1. Chang, Ching-Chih, 2010. "A multivariate causality test of carbon dioxide emissions, energy consumption and economic growth in China," Applied Energy, Elsevier, vol. 87(11), pages 3533-3537, November.
    2. Erol, Umit & Yu, Eden S. H., 1987. "Time series analysis of the causal relationships between U.S. energy and employment," Resources and Energy, Elsevier, vol. 9(1), pages 75-89, June.
    3. Canova, Fabio & Ciccarelli, Matteo & Ortega, Eva, 2012. "Do institutional changes affect business cycles? Evidence from Europe," Journal of Economic Dynamics and Control, Elsevier, vol. 36(10), pages 1520-1533.
    4. Bildirici, Melike E. & Kayıkçı, Fazıl, 2012. "Economic growth and electricity consumption in former Soviet Republics," Energy Economics, Elsevier, vol. 34(3), pages 747-753.
    5. Destek, Mehmet Akif, 2016. "Renewable energy consumption and economic growth in newly industrialized countries: Evidence from asymmetric causality test," Renewable Energy, Elsevier, vol. 95(C), pages 478-484.
    6. Bildirici, Melike, 2012. "Economic Growth and Electricity Consumption in Africa and Asia: MS-VAR and MS-GRANGER Causality Analysis," MPRA Paper 40515, University Library of Munich, Germany.
    7. Albert, James H & Chib, Siddhartha, 1993. "Bayes Inference via Gibbs Sampling of Autoregressive Time Series Subject to Markov Mean and Variance Shifts," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(1), pages 1-15, January.
    8. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    9. Nathan Rosenberg, 2009. "The role of electricity in industrial development," World Scientific Book Chapters, in: Nathan Rosenberg (ed.), Studies On Science And The Innovation Process Selected Works of Nathan Rosenberg, chapter 7, pages 137-151, World Scientific Publishing Co. Pte. Ltd..
    10. Hans-Martin Krolzig, 2001. "Markov-Switching Procedures for Dating the Euro-Zone Business Cycle," Vierteljahrshefte zur Wirtschaftsforschung / Quarterly Journal of Economic Research, DIW Berlin, German Institute for Economic Research, vol. 70(3), pages 339-351.
    11. Sumru Altug & Melike Bildirici, 2012. "Business Cycles in Developed and Emerging Economies: Evidence from a Univariate Markov Switching Approach," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 48(6), pages 4-38, November.
    12. Narayan, Seema, 2016. "Predictability within the energy consumption–economic growth nexus: Some evidence from income and regional groups," Economic Modelling, Elsevier, vol. 54(C), pages 515-521.
    13. World Bank, 2016. "World Development Indicators 2016," World Bank Publications - Books, The World Bank Group, number 23969, December.
    14. Ang, Andrew & Bekaert, Geert, 2002. "Regime Switches in Interest Rates," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 163-182, April.
    15. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    16. Frey, Gary W. & Linke, Deborah M., 2002. "Hydropower as a renewable and sustainable energy resource meeting global energy challenges in a reasonable way," Energy Policy, Elsevier, vol. 30(14), pages 1261-1265, November.
    17. Bilgili, Faik & Koçak, Emrah & Bulut, Ümit, 2016. "The dynamic impact of renewable energy consumption on CO2 emissions: A revisited Environmental Kuznets Curve approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 838-845.
    18. 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.
    19. Apergis, Nicholas & Payne, James E., 2014. "Renewable energy, output, CO2 emissions, and fossil fuel prices in Central America: Evidence from a nonlinear panel smooth transition vector error correction model," Energy Economics, Elsevier, vol. 42(C), pages 226-232.
    20. Eva Ortega, 2009. "Do institutional changes affect business cycles?," Economic Bulletin, Banco de España, issue OCT, pages 127-135, October.
    21. Altug, Sumru & Bildirici, Melike, 2010. "Business Cycles around the Globe: A Regime-switching Approach," CEPR Discussion Papers 7968, C.E.P.R. Discussion Papers.
    22. 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.
    23. Apergis, Nicholas & Chang, Tsangyao & Gupta, Rangan & Ziramba, Emmanuel, 2016. "Hydroelectricity consumption and economic growth nexus: Evidence from a panel of ten largest hydroelectricity consumers," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 318-325.
    24. Hamilton, James D., 1990. "Analysis of time series subject to changes in regime," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 39-70.
    25. Fallahi, Firouz, 2011. "Causal relationship between energy consumption (EC) and GDP: A Markov-switching (MS) causality," Energy, Elsevier, vol. 36(7), pages 4165-4170.
    26. Krolzig, Hans-Martin, 2001. "Business cycle measurement in the presence of structural change: international evidence," International Journal of Forecasting, Elsevier, vol. 17(3), pages 349-368.
    27. Herrerias, M.J. & Joyeux, R. & Girardin, E., 2013. "Short- and long-run causality between energy consumption and economic growth: Evidence across regions in China," Applied Energy, Elsevier, vol. 112(C), pages 1483-1492.
    28. Warne, Anders, 2000. "Causality and Regime Inference in a Markov Switching VAR," Working Paper Series 118, Sveriges Riksbank (Central Bank of Sweden).
    29. Jushan Bai & Pierre Perron, 2003. "Computation and analysis of multiple structural change models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 1-22.
    30. Sebri, Maamar, 2015. "Use renewables to be cleaner: Meta-analysis of the renewable energy consumption–economic growth nexus," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 657-665.
    31. 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.
    32. Ohler, Adrienne & Fetters, Ian, 2014. "The causal relationship between renewable electricity generation and GDP growth: A study of energy sources," Energy Economics, Elsevier, vol. 43(C), pages 125-139.
    33. Apergis, Nicholas & Payne, James E., 2010. "Renewable energy consumption and growth in Eurasia," Energy Economics, Elsevier, vol. 32(6), pages 1392-1397, November.
    34. Solarin, Sakiru Adebola & Ozturk, Ilhan, 2015. "On the causal dynamics between hydroelectricity consumption and economic growth in Latin America countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 1857-1868.
    35. Wolde-Rufael, Yemane, 2005. "Energy demand and economic growth: The African experience," Journal of Policy Modeling, Elsevier, vol. 27(8), pages 891-903, November.
    36. Sadorsky, Perry, 2009. "Renewable energy consumption and income in emerging economies," Energy Policy, Elsevier, vol. 37(10), pages 4021-4028, October.
    37. Liddle, Brantley & Lung, Sidney, 2015. "Revisiting energy consumption and GDP causality: Importance of a priori hypothesis testing, disaggregated data, and heterogeneous panels," Applied Energy, Elsevier, vol. 142(C), pages 44-55.
    38. Morten O. Ravn & Zacharias Psaradakis & Martin Sola, 2005. "Markov switching causality and the money-output relationship," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(5), pages 665-683.
    39. Sebri, Maamar & Ben-Salha, Ousama, 2014. "On the causal dynamics between economic growth, renewable energy consumption, CO2 emissions and trade openness: Fresh evidence from BRICS countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 14-23.
    40. 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.
    41. Goldfeld, Stephen M. & Quandt, Richard E., 1973. "A Markov model for switching regressions," Journal of Econometrics, Elsevier, vol. 1(1), pages 3-15, March.
    42. Bhattacharya, Mita & Paramati, Sudharshan Reddy & Ozturk, Ilhan & Bhattacharya, Sankar, 2016. "The effect of renewable energy consumption on economic growth: Evidence from top 38 countries," Applied Energy, Elsevier, vol. 162(C), pages 733-741.
    43. Atiq-ur-Rehman, Atiq-ur-Rehman & Anis, Hafsa, 2008. "Impact of Hydropower Projects on Economic Growth of AJK," MPRA Paper 13070, University Library of Munich, Germany.
    44. Hans-Martin Krolzig, 2000. "Predicting Markov-Switching Vector Autoregressive Processes," Economics Series Working Papers 2000-W31, University of Oxford, Department of Economics.
    45. Sharma, Susan Sunila, 2010. "The relationship between energy and economic growth: Empirical evidence from 66 countries," Applied Energy, Elsevier, vol. 87(11), pages 3565-3574, November.
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