Halkos, George and Tzeremes, Nickolaos (2011): The effect of energy consumption on countries’ economic efficiency: a conditional robust non parametric approach.
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Abstract
This paper investigates the effect of energy consumption on countries’ economic efficiency. By using a sample of 18 EU countries for three census years (1980, 1990 and 2000) the paper employs conditional and unconditional robust nonparametric frontiers in order to establish such a relationship. By using probabilistic approaches it conditions the effect of energy consumption on the obtained countries’ economic efficiencies. With the use of nonparametric regressions the paper calculates the effect of energy consumption. The results reveal that lower levels of energy consumption increase countries’ economic efficiencies to a point where the effect of energy consumption on countries’ economic efficiency is neutral.
Item Type: | MPRA Paper |
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Original Title: | The effect of energy consumption on countries’ economic efficiency: a conditional robust non parametric approach |
Language: | English |
Keywords: | Energy consumption; economic growth; robust efficiency estimators; conditional nonparametric techniques |
Subjects: | O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development > O13 - Agriculture ; Natural Resources ; Energy ; Environment ; Other Primary Products Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q4 - Energy > Q40 - General C - Mathematical and Quantitative Methods > C6 - Mathematical Methods ; Programming Models ; Mathematical and Simulation Modeling > C67 - Input-Output Models C - Mathematical and Quantitative Methods > C6 - Mathematical Methods ; Programming Models ; Mathematical and Simulation Modeling > C60 - General |
Item ID: | 28692 |
Depositing User: | Nickolaos Tzeremes |
Date Deposited: | 08 Feb 2011 18:25 |
Last Modified: | 02 Oct 2019 04:37 |
References: | Abosedra S, Baghestani H. Newevidence on the causal relationship between United States energy consumption and gross national product. Journal of Energy and Development 1991;14;285–292. Akarca AT, Long TV. On the relationship between energy and GNP: A reexamination. Journal of Energy and Development 1980; 5; 326–331. Beaudreau BC. Engineering and economic growth. Structural Change and Economic Dynamics 2005; 16; 211–220. Bentzen J, Engsted T. Short- and long-run elasticities in energy demand. Energy Economics 1993; 15; 9–16. Berndt ER, Wood DO. Technology, prices and the derived demand for energy. American Economic Review 1975; 56; 259–268. Berndt ER, Wood DO. Engineering and econometric interpretations of energy capital complementarity. American Economic Review 1979; 69; 342–354. BP Statistical Review of World Energy June; 2007. Data can be obtained from http://www.bp.com/statisticalreview (accessed September 13, 2009). Cazals C, Florens JP and Simar L. Nonparametric frontier estimation: a robust approach. Journal of Econometrics 2002; 106; 1-25. Chontanawat J, Hunt LC and Pierse R. Does energy consumption cause economic growth?: Evidence from a systematic study of over 100 countries. Journal of Policy Modeling 2008; 30; 209–220. Chung YH, Färe R and Grosskopf S. Productivity and undesirable outputs: a directional distance function. Journal of Environmental Management 1997; 51; 229–240. Daouia A, Simar L. Nonparametric Efficiency Analysis: A Multivariate Conditional Quantile Approach. Journal of Econometrics 2007; 145; 375-400. Daraio C, Simar L. A robust nonparametric approach to evaluate and explain the performance of mutual funds. European Journal of Operational Research 2006; 175; 516–542. Daraio C, Simar L. Introducing Environmental Variables in Nonparametric Frontier Models: a Probabilistic Approach. Journal of Productivity Analysis 2005; 24; 93-121. Daraio C, Simar L. Advanced robust and nonparametric methods in efficiency analysis. Springer Science: New York; 2007a. Daraio C, Simar L. Conditional nonparametric frontier models for convex and nonconvex technologies: a unifying approach. Journal of Productivity Analysis 2007b; 28; 13-32. Deprins D, Simar L and Tulkens H 1984. Measuring labor-efficiency in post offices. In Marchand M, Pestieau P and Tulkens H (Eds), The Performance of public enterprises - Concepts and Measurement. North-Holland: Amsterdam, 1984. p. 243- 267. Erol U, Yu ESH. On the causal relationship between energy and income for industrialized countries. Journal of Energy and Development 1987; 13; 113–122. EWI. Economics Web Institute; 2009. Data can be obtained from http://www.economicswebinstitute.org (accessed September 13, 2009). Färe R, Grosskopf S, Lovell CAK and Pasurka C. Multilateral productivity comparisons when some outputs are undesirable. The Review of Economics and Statistics 1989a; 71; 90–98. Färe R, Grosskopf S and Pasurka C. The effect of environmental regulations on the efficiency of electric utilities: 1969 versus 1975. Applied Economics 1989b; 21; 225–235. Ghali KH, El-Sakka MIT. Energy use and output growth in Canada: A multivariate cointegration analysis. Energy Economics 2004; 26; 225–238. Griffin JM, Gregory PR. An intercountry translog model of energy substitution responses. American Economic Review 1976; 66; 845-847. Halkos G, Tzeremes N. Measuring regional economic efficiency: the case of Greek prefectures, The Annals of Regional Science 2009a; doi: 10.1007/s00168-009-0287-6. Halkos G, Tzeremes N. Exploring the existence of Kuznets curve in countries' environmental efficiency using DEA window analysis. Ecological Economics 2009b; 68; 2168-2176. Hudson EA, Jorgenson DW. U.S. energy policy and economic growth, 1975-2000. Bell Journal of Economics 1974; 5; 461-514. Hwang DBK, Gum B. The causal relationship between energy and GNP: The case of Taiwan. The Journal of Energy and Development 1992; 16; 219–226. Jorgenson DW. The role of energy in productivity growth. American Economic Review 1984; 74; 26-30. Jorgenson DW, Wilcoxen PJ. Environmental regulation and US economic growth. Rand Journal of Economics 1990; 21; 314–340. Kraft J, Kraft A. On the relationship between energy and GNP. Journal of Energy Development 1978; 3; 401-403. Lee CC, Chang CP. Energy consumption and economic growth in Asian economies: A more comprehensive analysis using panel data. Resource and Energy Economics 2008; 30; 50–65. Mishra V, Smyth R and Sharma S. The energy-GDP nexus: Evidence from a panel of Pacific Island countries, Resource and Energy Economics 2008; doi:10.1016/j.reseneeco.2009.04.002. Moon YS, Sonn YH. Productive energy consumption and economic growth: An endogenous growth model and its empirical applications. Resource and Energy Economics 1996; 18; 189-200. Nadaraya EA. On estimating regression. Theory of Probability Applications 1964; 9; 141-142. Oh W, Lee K. Energy consumption and economic growth in Korea: testing the causality relation. Journal of Policy Modeling 2004; 26; 973–981. Schurr S. Energy efficiency and productive efficiency: Some thoughts based on American experience. Energy Journal 1982; 3; 3-14. Shiu A, Lee LP. Electricity consumption and economic growth in China. Energy Policy 2004; 32; 47–54. Silverman BW. Density estimation for statistics and data analysis. Chapman and Hall: London; 1986. Smulders S, de Nooij M. The impact of energy conservation on technology and economic growth. Resource and Energy Economics 2003; 25; 59–79. Solow JL. The capital energy complementarity debate revisited. American Economic Review 1987; 77; 605–614. Soytas U, Sari R. Can China contribute more to the fight against global warming? Journal of Policy Modeling 2006; 28; 837–846. Soytas U, Sari R. The relationship between energy and production: evidence from Turkish manufacturing industry. Energy Economics 2007; 29; 1151–1165. Stern DI. Energy and economic growth in the U.S.A. Energy Economics 1993; 15; 137–150. Stern DI. Multivariate cointegration analysis of the role of energy in the U.S. macroeconomy. Energy Economics 2000; 22; 267–283. Taskin, F., Zaim, O., 2000. Searching for a Kuznets curve in environmental efficiency using kernel estimations. Economics Letters 68, 217–223. van Zon A, Yetkiner IH. An endogenous growth model with embodied energy-saving technical change. Resource and Energy Economics 2003; 25; 81-103. Watson GS. Smooth regression analysis. Sankhya Series A 1964; 26; 359-372. Wolde-Rufael Y. Energy demand and economic growth: The African experience. Journal of Policy Modeling 2005; 27; 891–903. Yu ESH, Hwang BK. The relationship between energy and GNP: Further results. Energy Economics 1984; 6; 186–190. Yu ESH, Choi JY. The causal relationship between energy and GNP: An international comparison. Journal of Energy and Development 1985; 10; 249–272. Yuan JH, Kang JG, Zhao CH, Hu ZG. Energy consumption and economic growth: Evidence from China at both aggregated and disaggregated levels. Energy Economics 2008; 30; 3077–3094. Zaim O. Measuring environmental performance of state manufacturing through changes in pollution intensities: a DEA framework. Ecological Economics 2004; 48; 37–47. Zaim O, Färe R, Grosskopf S. An economic approach to achievement and improvement indexes. Social Indicators Research 2001; 56; 91–118. Zaim O, Taskin F. A Kuznets curve in environmental efficiency: an application on OECD countries. Environmental and Resource Economics 2000; 17; 21–36. Zhou G, Chau KW. Short and long-run effects between oil consumption and economic growth in China. Energy Policy 2006; 34; 3644–3655. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/28692 |