Malmquist total factor productivity index approach to modelling Turkey's performance of energy consumption

Energy Sources, Part B: Economics, Planning and Policy

Volumn 8, Issue 4, 2013, Pages 398-411

  Sozen A ^a   Alp, I ^a  

^a GAZI UNIVERSITY   (Turkey)

Author keywords

data envelopment analysis; energy efficiency; energy indicators; Malmquist index; productivity change

Indexed keywords

ENERGY INDICATOR; EUROPEAN UNION; MALMQUIST INDICES; NONPARAMETRIC APPROACHES; PRODUCTION OF; PRODUCTIVITY CHANGES; STRATEGY PLANS; TOTAL FACTOR PRODUCTIVITY;

DATA ENVELOPMENT ANALYSIS; ENERGY EFFICIENCY;

ENERGY UTILIZATION;

EID: 84878800072     PISSN: 15567249     EISSN: 15567257     Source Type: Journal    
DOI: 10.1080/15567240903567662     Document Type: Article

References (36)

1. Altinay, G., and Karagöl, E. 2004. Structural break, unit root, and the causality between energy consumption and GDP in Turkey. Energ. Econ. 26:985-994.
2. Bagdadioglu, N., Price, C. M. W., and Weyman-Jones, T. G. 1996. Efficiency and ownership in electricity distribution: A non-parametric model of the Turkish experience. Energ. Econ. 18:1-23
3. Charnes, A., Cooper, W. W., and Rhodes, E. 1978. Measuring the efficiency of decision making units. Eur. J. Oper. Res. 2:429-444.
4. Chaves, D. L., Christensen, L., and Diwert, W. E. 1982. The economic theory of Index Numbers and the measurement of input, output and productivity. Econometrica 50:1393-1414.
5. Chen, P. C., Yu, M. M., Chang C. C., and Hsu, S. H. 2008. Total factor productivity growth in China's agricultural sector. China Econ. Rev. 19:580-583.
6. Coelli, T. J. 1996. A guide to DEAP version 2.1:1996. Data Envelopment Analysis Program, CEPA working papers No: 8/96, Armidale, New South Wales, Australia: Universty of New England.
7. Cook W. D., and Seiford L. M., 2009. Data envelopment analysis (DEA) - Thirty years on. Eur. J. Oper. Res. 192:1-17.
8. Ediger, V. S., and Tatlidil, H. 2002. Forecasting the primary energy demand in Turkey and analysis of cyclic patterns. Energ. Convers. Manage. 43:473-487.
9. Emrouznejad, A., Parker B. R., and Tavares G. 2008. Evaluation of research in efficiency and productivity: A survey and analysis of the first 30 years of scholarly literature in DEA. Socio. Econ. Plan. Sci. 42:151-157.
10. European Commission. 2010. European Union. Available at: Http://europa.eu.
11. Fare, R., Grosskoppf, S., Norris, M., and Zhang, Z. 1994. Productivity growth, technical progress and efficiency change in industrialized countries. Am. Econ. Rev. 84:66-83.
12. Hamzaçebi, C. 2007. Forecasting of Turkey's net electricity energy consumption on sectoral bases. Energ. Policy 35:2009- 2016.
13. Hashimoto, A., and Haneda, S. 2008. Measuring the change in R&D efficiency of Japanese pharmaceutical industry. Res. Policy 37:1829-1836.
14. Honma, S., and Hu, J. 2008. Total-factor energy efficiency of regions in Japan. Energ. Policy 36:821-833.
15. Honma, S., and Hu, J. 2009. Total-factor energy productivity growth of regions in Japan. Energ. Policy 10:3941-3950.
16. Kiliç, F. C., and Kaya, D. 2007. Energy production, consumption, policies, and recent developments in Turkey. Renew. Sust. Energ. Rev. 11:1312-1320.
17. Lise, W., and Montfort, K. V. 2007. Energy consumption and GDP in Turkey: Is there a co-integration relationship? Energ Econ. 29:1166-1178.
18. Lozano, S., and Gutierrez, E. 2008. Non-parametric frontier approach to modeling the relationships among population, GDP, energy consumption and CO2 emissions. Ecol. Econ. 66:687-699.
19. Malmquist, S. 1953. Index numbers and indifference surfaces. Trabajos de Estadistica 4:209-242.
20. Onut, S., and Soner, S. 2006. Energy efficiency assessment for the Antalya Region hotels in Turkey. Energ. Buildings 38:964-971.
21. Öztürk, H. K., Ceylan, H., Canyurt, O. E., and Hepbasli, A. 2005. Electricity estimation using genetic algorithm approach: A case study of Turkey. Energy 30:1003-1012.
22. Öztürk, H. K., Yilanci, A., and Atalay, Ö. 2007. Past, present and future status of electricity in Turkey and the share of energy sources. Renew. Sust. Energ. Rev. 11:183-209.
23. Patlitzianas, K. D., Doukas, H., Kagiannas, A. G., and Askounis, D. T. 2006. A reform strategy of the energy sector of the 12 countries of north Africa and the eastern Mediterranean. Energ. Convers. Manage. 47:1913-1926.
24. Ramakrishnan, R. 2006. A multi-factor efficiency perspective to the relationships among world GDP, energy consumption and carbon dioxide emissions. Technol. Forecast. Soc. 73:483-494.
25. Ray, S. C. 2004. Data Envelopment Analysis: Theory and Techniques for Economics and Operations Research Cambridge, UK: Cambridge University Pres.
26. Say, N. P., and Yücel,M. 2006. Energy consumption and CO2 emissions in Turkey: Empirical analysis and future projection based on an economic growth. Energ. Policy 34:3870-3876.
27. Sözen, A., Akçayol, M. A., and Arcaklioglu, E. 2006a. Forecasting net energy consumption in Turkey using artificial neural network. Energ. Source. B 1147-155.
28. Sözen, A., and Alp, I. 2009. Comparison of Turkey's performance of greenhouse gas emissions and local/regional pollutants with EU countries. Energ. Policy 37:5004-5018.
29. Sözen, A., and Arcakliöglu, E. 2007a. Prospects of future projections of the basic energy sources in Turkey. Energ. Source. B 2:183-201.
30. Sözen, A., and Arcakliöglu, E. 2007b. Prediction of net energy consumption based on economic indicators (GNP and GDP) in Turkey. Energ. Policy 35:4981-4992.
31. Sözen, A., Arcakliöglu, E., and Özkaymak, M. 2006b. Forecasting net energy consumption using artificial neural network. Energ. Source. B 1:147-155.
32. Sözen, A., Arcakliöglu, E., and Tekiner, Z. 2009. Estimation of net energy consumption using different indicators. Energ. Source. B 4:261-277.
33. Sözen, A., Gülseven, Z., and Arcaklioglu, E. 2007. Forecasting based on sectoral energy consumption of GHGs in Turkey and mitigation policies. Energ. Policy 35:6491-6505.
34. Sözen, A., and Nalbant, M., 2007. Situation of Turkey's energy indicators among the EU states. Energ. Policy 35:4993- 5002.
35. World Energy Council-Turkish National Committee (WC-TNC). 2000. Energy report and statistics for 1999. Ankara, Turkey: WEC-TNC.
36. Zhou, P., Ang, B. W., and Poh, K. L. 2008. A survey of data envelopment analysis in energy and environmental studies. Eur. J. Oper. Res. 189:1-18.