Bilgili, Faik and Doğan, İbrahim and H. Tülüce, Nadide and Kuşkaya, Sevda (2014): The impact of biomass, geothermal and hydroelectric energy consumption on industrial production: A threshold cointegration model with regime shifts.
PDF
MPRA_paper_90168.pdf Download (695kB) |
Abstract
This paper aims at estimating the impact of total renewable energy consumption and its components on industrial production. Paper launches the data of industrial production, total biomass energy consumption, hydroelectric energy consumption, geothermal energy consumption and total renewable energy consumption for US for the period January, 1974 - January, 2012. Paper, then, following the growth rate of the data, employs nonlinear cointegration vector and nonlinear vector error correction model (VECM) through regime shifts. In estimation algorithm, all coefficients, except cointegration vector, are allowed to shift from one regime to another. Finally paper reveals that (i) total biomass energy consumption and industrial production and (ii) geothermal energy consumption and industrial production are significantly cointegrated and, that, on the other hand, (iii) hydroelectric energy consumption and industrial production, (iv) total renewable energy consumption and industrial production do not follow cointegrating path, and (v) VECM’s second regimes need larger adjustments in order for industrial growth to reach its long run equilibriums with growths of biomass and geothermal consumption.
Item Type: | MPRA Paper |
---|---|
Original Title: | The impact of biomass, geothermal and hydroelectric energy consumption on industrial production: A threshold cointegration model with regime shifts |
Language: | English |
Keywords: | biomass energy consumption, geothermal energy consumption, hydroelectric energy consumption, industrial production, threshold cointegration and VECM |
Subjects: | C - Mathematical and Quantitative Methods > C3 - Multiple or Simultaneous Equation Models ; Multiple Variables > C32 - Time-Series Models ; Dynamic Quantile Regressions ; Dynamic Treatment Effect Models ; Diffusion Processes ; State Space Models C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C51 - Model Construction and Estimation C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C53 - Forecasting and Prediction Methods ; Simulation Methods E - Macroeconomics and Monetary Economics > E0 - General > E01 - Measurement and Data on National Income and Product Accounts and Wealth ; Environmental Accounts E - Macroeconomics and Monetary Economics > E2 - Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy > E23 - Production E - Macroeconomics and Monetary Economics > E3 - Prices, Business Fluctuations, and Cycles > E32 - Business Fluctuations ; Cycles Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q0 - General > Q01 - Sustainable Development Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q2 - Renewable Resources and Conservation Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q3 - Nonrenewable Resources and Conservation > Q30 - General Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q4 - Energy > Q40 - General Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q4 - Energy > Q43 - Energy and the Macroeconomy Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics > Q56 - Environment and Development ; Environment and Trade ; Sustainability ; Environmental Accounts and Accounting ; Environmental Equity ; Population Growth |
Item ID: | 90168 |
Depositing User: | Faik Bilgili |
Date Deposited: | 22 Nov 2018 07:27 |
Last Modified: | 02 Oct 2019 04:42 |
References: | Abosedra, S., and Baghestani, H. (1989), New evidence on the causal relationship between United States energy consumption and gross national product, Journal of Energy Development 14: 285–292 Acaravci, A., and Ozturk, I. (2010), Electricity consumption-growth nexus: Evidence from panel data for transition countries, Energy Economics 32: 604-608 Acaroğlu, M. and Aydoğan, H. (2012), Biofuels energy sources and future of biofuels energy in Turkey, Biomass and Bioenergy 36: 69-76 Al-Iriani, M. A. (2006), Energy–GDP relationship revisited: An example from GCC countries using panel causality, Energy Policy, 34(17): 3342-3350 Altinay, G., and Karagol, E. (2004), Structural break, unit root, and the causality between energy consumption and GDP in Turkey, Energy Economics, 26(6): 985-994 Ang, J.B. (2008), Economic development, pollutant emissions and energy consumption in Malaysia, Journal of Policy Modeling 30: 271–278 Apergis, N., and Payne, J. E. (2010a), Renewable energy consumption and growth in Eurasia, Energy Economics 32(6):1392-1397 Apergis, N., and Payne, J. E. (2010b), Renewable energy consumption and economic growth: Evidence from a panel of OECD countries, Energy Policy 38(1): 656-660 Apergis, N., and Payne, J. E. (2011), The renewable energy consumption–growth nexus in Central America, Applied Energy 88(1): 343-347 Apergis, N., and Payne, J. E., (2012), Renewable and non-renewable energy consumption-growth nexus: Evidence from a panel error correction model, Energy Economics 34(3): 733-738 Aqeel, A., and Butt, M. S. (2001), The relationship between energy consumption and economic growth in Pakistan, Asia Pacific Development Journal 882): 101–110 Asafu-Adjaye, J., and Mahadevan, R. (2007), Energy consumption, economic growth and prices: A reassessment-using panel VECM for developed and developing countries, Energy Policy 35(4): 2481–2490 Aydın, L. (2010), The simulation results show that doubling hydro power have slightly positive effects on macro indicators and carbon emissions for Turkish economy, Natural Resources 1: 69-79 Belloumi, M. (2009), Energy consumption and GDP in Tunisia: Cointegration and causality analysis, Energy Policy 37(7): 2745–2753 Jacobssan, S., A. Bergek, D. Finon, V. Lockmar, C. Mitchell, D. Toke, A. Verbruggen (2009), EU renewable energy support policy: Faith or facts?, Energy Policy 37(6): 2143–2146 Berglund, M., and Börjesson, P. (2006) Assessment of energy performance in the life-cycle of biogas production, Biomass and Bioenergy 30: 254–266 Bildirici, M. E. (2012), Economic growth and biomass energy, Biomass and Bioenergy; in press, corrected proof, http://dx.doi.org/10.1016/j.biombioe.2012.09.055 Bilgili, F. (2012), The impact of biomass consumption on CO2 emissions: Cointegration analyses with regime shifts, Renewable & Sustainable Energy Reviews 16(7): 5349-5354 Bilgili, F. (2003), Dynamic implications of fiscal policy: Crowding-out or crowding-in? MPRA Paper 24111, University Library of Munich, Germany Bowden, N., and Payne, J. E. (2009), The causal relationship between US energy consumption and real output: a disaggregated analysis, Journal of Policy Modeling 31(2): 180–188 Cheng, B. S. (1999), Causality between energy consumption and economic growth in India: An application of cointegration and error-correction modeling, Indian Economic Review 34: 39–49 Cheng, C. (1995), An investigation of cointegration and causality between energy consumption and economic growth, Journal of Energy Development 21: 73–84 Cheng, B., and Andrews, D. (1998), Energy and Economic Activity in the United States: Evidence from 1900 to 1945, Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 20: 25-33 Chiou-Wei, Z., C-F. Chen, Z. Zhu (2008), Economic growth and energy consumption revisited evidence from linear and nonlinear Granger causality, Energy Economics 30(6): 3063–3076 Coban, O. and Yorgancilar, F. N. (2011), Relationship between renewable energy consumption and sustainable economic growth: The case of Turkey, Conference Proceedings, the 2011 Barcelona European Academic Conference, Spain (2011): 703-712 Diakoulaki, D., G. Mavrotas, D. Orkopoulos, L. Papayannakis (2006), A bottom-up decomposition analysis of energy-related CO2 emissions in Greece, Energy 31: 2638–2651 EIA, Energy Information Administration (2005), Office of Coal, Nuclear, Electric and Alternate Fuels, Policies to promote non-hydro renewable energy in the United States and selected countries Erbaykal, E. (2008), Disaggregate energy consumption and economic growth: Evidence from Turkey, International Research Journal of Finance and Economics 20: 172-179 Erdal, G., H. Erdal, K. Esengün (2008), The causality between energy consumption and economic growth in Turkey, Energy Policy 36(10): 3838–3842 EREC, European Renewable Energy Council (2011), https://ec.europa.eu/energy/.../european-renewable-energy-c... Erol U., and Yu, E. S. H. (1987), On the causal relationship between energy and income for industrialized countries, Journal of Energy Development 13: 113–122 Esso, L. J. (2010), Threshold cointegration and causality relationship between energy use and growth in seven African countries, Energy Economics 30: 2391–2400 Esteve, V., and Tamari, C. 2012), Threshold cointegration and nonlinear adjustment between CO2 and income: The Environmental Kuznets curve in Spain, 1857–2007, Energy Economics 34(6): 2148-2156 Fallahi, F. (2011), Causal relationship between energy consumption (EC) and GDP: A Markov-switching (MS) causality, Energy 36(7): 4165-4170 Fatai, K., L. Oxley, F. Scrimgeour (2002), Energy consumption and employment in New Zealand, Searching for causality, In: Paper presented at NZAE Conference, Wellington, (2002): 26–28 Fischer, G., S. Prieler, H. van Velthuizen, S. M. Lensink, M. Londo, M. de Wit (2010), Biofuel production potentials in Europe: Sustainable use of cultivated land and pastures, Part I: Land productivity potentials, Biomass and Bioenergy 34: 159–172 Fischer, C., and Newell, R. G. (2007), Environmental and technology policies for climate mitigation, Discussion Paper 04-05 (REV), URL: http://www.rff.org, accessed on December, 2013 Galinato, G. I., and Yoder, K. J. (2010), An integrated tax-subsidy policy for carbon emission reduction, Resource and Energy Economics 32: 310–326 Ghali, K. H., and El-Sakka, M. I. T. (2004), Energy use and output growth in Canada: A multivariate cointegration analysis, Energy Economics 26: 225–238 Glasure, Y. U. (2002), Energy and national income in Korea: Further evidence on the role of omitted variables, Energy Economics 24: 355–365 Gross, C. (2012), Explaining the non-causality between energy and economic growth in the U.S.A multivariate sectoral analysis, Energy Economics 34(2): 489-499 Halicioglu, F. (2009), An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey, Energy Policy 37: 1156–1164 Hamit-Haggar, M. (2012), Greenhouse gas emissions, energy consumption and economic growth: A panel cointegration analysis from Canadian industrial sector perspective, Energy Economics 34(1): 358-364 Hansen, B. E., and Seo, B. (2002), Testing for two-regime threshold cointegration in vector error-correction models, Journal of Econometrics 110(2): 293-318 Haas, R., W. Eichhammer, C. Huber, O. Langniss, A. Lorenzoni, R. Madlener, P. Menanteau, P.-E. Morthorst, A. Martins, A. Oniszk, J. Schleich, A. Smith, Z. Vassk, A. Verbruggen (2004), Communication: How to promote renewable energy systems successfully and effectively, Energy Policy 32: 833–839 He, Ya-qun, Guo-hong Lao, Chris E. Osuch, Wei-ran Zuo, Bao-feng Wen (2008), Co-integration-based analysis of energy assurance for steady economic growth in China, Journal of China University of Mining and Technology 18(2): 250–254 Ho, C. Y., and Siu, K. W. (2007), A dynamic equilibrium of electricity consumption and GDP in Hong Kong: An empirical investigation, Energy Policy 35(4): 2507–2513. Hondroyiannis, G., S. Lolos, E. Papapetrou (2002), Energy consumption and economic growth: Assessing the evidence from Greece, Energy Economics 24: 319–336 Jacobsson, S., Bergek, A., Finon, D., Lauber, V., Mitchell, C., Toke, D., Verbruggen, A. (2009), EU renewable energy support policy: Faith or facts?, Energy Policy 37(6): 2143-2146 Kalkuhl, M., O. Edenhofer, K. Lessmann (2013), Renewable energy subsidies: Second-best policy or fatal aberration for mitigation?, Resource and Energy Economics 35: 217-234 Karanfil, F. (2008), Energy consumption and economic growth revisited: Does the size of unrecorded economy matter?, Energy Policy 36(8): 3029–3035 Khanna, M., H. Onal, B. Dhungana, M. Wander (2011), Economics of herbaceous bioenergy crops for electricity generation: Implications for greenhouse gas mitigation, Biomass and Bioenergy 35: 1474–1484 Kraft, J., and Kraft, A. (1978), On the relationship between energy and GNP, Journal of Energy and Development 3: 401–403 Kula, F., A. Aslan, I. Ozturk (2012), Is per capita electricity consumption stationary? Time series evidence from OECD countries, Renewable and Sustainable Energy Reviews 16(1): 501-503. Lee, C. C., and Chang, C. P. (2008), New evidence on the convergence of per capita carbon dioxide emissions from panel seemingly unrelated regressions augmented dickey-fuller tests, Energy 33: 1468-1475 Lee, C. C. (2006), The causality relationship between energy consumption and GDP in G-11 countries revisited, Energy Policy 34: 1086–1093 Lee, C. C., and Chang, C. P. (2005), Structural breaks, energy consumption, and economic growth revisited: Evidence from Taiwan, Energy Economics 27: 857–872 Lee, C. C. (2005), Energy consumption and GDP in developing countries: A cointegrated panel analysis, Energy Economics 27(3): 415-427 Magnani, N., and Vaona, A. (2011), Regional spillover effects of renewable energy generation in Italy, Working Papers, 12, August 2011, Università di Verona, Dipartimento di Scienzeeconomiche Masih, A., and Masih, M. M. R.(1997), On temporal causal relationship between energy consumption, real income and prices; some new evidence from Asian energy dependent NICs based on a multivariate cointegration/vector error correction approach, Journal of Policy Modeling 19(4): 17–440 Masih, A., and Masih, M. M. R. (1996), Energy consumption and real income temporal causality, results for a multi-country study based on cointegration and error- correction techniques, Energy Economics 18: 165–183 Matsumoto, S., and Shirai, T. (2013), Correlation functions for zeros of a Gaussian power series and Pfaffians, Electronic Journal of Probability 18: 1-18 Menegaki, A. N. (2011), Growth and renewable energy in Europe: A random effect model with evidence for neutrality hypothesis, Energy Economics 33(2): 257-263 Meyer, N. I. (2003), European schemes for promoting renewables in liberalized markets, Energy Policy 31: 665–676 Murray, D. A., and Nan, G. D. (1996), A definition of the gross domestic product- electrification interrelationship, Journal of Energy and Development 19: 275–283 Narayan, P.K., and Smyth, R. (2007), Are shocks to energy consumption permanent or temporary? Evidence from 182 countries, Energy Policy 35: 333-341. Narayan, P.K., and Smyth, R. (2008), Energy consumption and real GDP in G7 countries: New evidence from panel cointegration with structural breaks, Energy Economics 30(5): 2331–2341 Narayan, P.K., and Smyth, R. (2009), Multivariate Granger causality between electricity consumption, exports and GDP: Evidence from a panel of Middle Eastern countries, Energy Policy 37: 229–236 Narayan, P., S. Narayan, A. Prasad (2008), A structural VAR analysis of electricity consumption and real GDP: Evidence from the G7 countries, Energy Policy 36(7): 2765-2769 Narayan, P., and Prasad, A., (2008), Electricity consumption-real GDP causality nexus: Evidence from a bootstrapped causality test for 30 OECD countries, Energy Policy 36(2): 910-918 Narayan, P., R. Smyth, A. Prasad (2007), Electricity consumption in G7 countries: A panel cointegration analysis of residential demand elasticities, Energy Policy 35(9): 4485-4494 Nazlioglu, S. (2011), World oil and agricultural commodity prices: Evidence from nonlinear causality, Energy Policy 39(5): 2935-2943 Odhiambo, N. M. (2009), Energy consumption and economic growth nexus in Tanzania: An ARDL bounds testing approach, Energy Policy 37(2): 9617–622 Oh, W., and Lee, K. (2004), Causal relationship between energy consumption and GDP: The case of Korea 1970–1999, Energy Economics 26(1): 51–59 Ouedraogo, N. S. (2013), Energy consumption and economic growth: Evidence from the economic community of West African States (ECOWAS), Energy Economics 36: 637–647 Ozturk, I., and Acaravci, A. (2011), Electricity consumption and real GDP causality nexus: Evidence from ARDL bounds testing approach for 11 MENA countries, Applied Energy 88(8): 2885-2892 Ozturk, I., A. Aslan, H. Kalyoncu, (2010), Energy consumption and economic growth relationship: Evidence from panel data for low and middle income countries, Energy Policy 38(8): 4422–4428 Ozturk, I. (2010), A literature survey on energy-growth nexus, Energy Policy 38(1): 340-349 Peres, Y. (2013), Determinantal Processes and the IID Gaussian Power Series, U.C. Berkeley, www.stat.berkeley.edu/~peres/talks/physics.pdf (accessed on December 20, 2013) Rafiq, S., and Salim, R. A. (2009), Temporal causality between energy consumption and income in six Asian emerging countries, Applied Economics Quarterly 55(4): 335-350 Ramcharran, H. (1990), Electricity consumption and economic growth in Jamaica, Energy Economics 12(1): 65–70 Reiche, D., and Bechberger, M. (2004), Viewpoint: Policy differences in the promotion of renewable energies in the EU member states, Energy Policy 32: 843–849 Reinhardt, G. A., and von Falkenstein, E. (2011), Environmental assessment of biofuels for transport and the aspects of land use competition, Biomass and Bioenergy 35: 2315–2322 Sadorsky, P. (2009), Renewable energy consumption and income in emerging economies, Energy Policy 37(10): 4021–4028 Samouilidis, J. E., and Mitropoulos, C. S. (1984), Energy and economic growth in industrializing countries: The case of Greece, Energy Economics 6(3): 191–201 Soytas, U., and Sari, R. (2003), Energy consumption and GDP: Causality relationship in G7 countries and emerging markets, Energy Economics 25: 33-37 Soytas, U., R. Sari, O. Ozdemir (2001), Energy consumption and GDP relations in Turkey: A cointegration and vector error correction analysis, Economies and Business in Transition: Facilitating Competitiveness and Change in the Global Environment, Proceedings, 838-844 Soytas, U., R. Sari, O. Ozdemir (2009), Energy consumption, economic growth, and carbon emissions: Challenges faced by an EU candidate member, Ecological Economics 68(6): 1667–1675 Stern, D. I. (1993), Energy and economic growth in the USA: A multivariate approach, Energy Economics 15: 137–150 Stern, D. I. (2000), A multivariate cointegration analysis of the role of energy in the US macroeconomy, Energy Economics 22: 267–283 Stern, D., and Cleveland, C. (2004), Energy and economic growth, Rensselaer, Working Papers in Economics, March, Number: 0410 Wolde-Rufael, Y. (2004), Disaggregated industrial energy consumption and GDP: The case of Shanghai, Energy Economics 26(1): 69–75 Wolde-Rufael, Y. (2005), Energy demand and economic growth: The African experience, Journal of Policy Modeling 27(8): 891–903 Yildirim, E., S. Saraç, A. Aslan (2012), Energy consumption and economic growth in the USA: Evidence from renewable energy, Renewable and Sustainable Energy Reviews 16(9): 9770-6774 Yu, E. S. H., and Hwang, B. K. (1984), The relationship between energy and GNP: Further results, Energy Economics 6: 186-190 Yu, E. S. H., and Jin, Y. C. (1992) Cointegration tests of energy consumption, income, and employment, Resources and Energy 14: 259–266 Yuan, J., C. Zhao, S. Yu, Z. Hu (2007), Electricity consumption and economic growth in China: Cointegration and co-feature analysis, Energy Economics 29: 1179–1191 Ziramba, E. (2013), Hydroelectricity consumption and economic growth nexus: Time series experience of three African countries, European Scientific Journal 9(1): 85-96 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/90168 |