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Türkiye’nin Çevresel Enerji Etkinliği ve Toplam Faktör Verimliliği: Karşılaştırmalı Bir Analiz

Environmental Efficiency and Total Factor Productivity of Turkey: A Comparative Analysis

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Abstract (2. Language): 
In this paper I aim to measure Turkey’s energy efficiency and productivity in the OECD sample comperatively. I have used the Super Efficiency Model and the Bad Output Model to measure technical efficiency of Turkey generally and to see Turkey’s inefficiency in the energy inputs specificially under general return to scale assumption. Also I have used the Malmquist index to measure the changes in total factor productivity. I have come to the conclusion that Turkey hasn’t used energy inputs efficiently as non-energy inputs did. The fact that the share of fossil fuel is much in the energy consumption of Turkey has caused higher CO2 emissions in Turkey. According to the model results unskilled labour, lack of nuclear energy, energy security and clean energy have come to the forefront for Turkey. I have concluded that we need an energy policy which will follow developments in the energy field in the world, will be in accordance with our long term social, economic and environmental policies and will enable to use our domestic sources, by taking into consideration ever-growing energy needs in the world.
Abstract (Original Language): 
Türkiye’nin enerji verimliliği ve etkinliğinin, OECD ülkeleri örneklemi içinde karşılaştırmalı olarak ölçülmesi amaçlanan bu çalışmada, Veri Zarflama Analizi çerçevesinde Süper Etkinlik Modeli ve İstenmeyen Çıktı Modeli ile Türkiye’nin ekonomi düzeyinde teknik etkinliği ölçülmüş, Malmquist endeksi yardımıyla Türkiye’nin toplam faktör verimliliğindeki değişme analiz edilmiştir. Türkiye ithal ettiği enerjiyi de diğer üretim faktörleri ile birlikte etkin kullanamadığı sonucuna ulaşılmıştır. Türkiye’nin kullandığı enerjide ağırlığın fosil yakıtlarda olması CO2 salınımının da fazla olmasına neden olmaktadır. Model sonuçları çerçevesinde Türkiye’nin ekonomisinin yapısı ile ilgili önemli bulgular ortaya çıkmaktadır. Bu çerçevede niteliksiz emek, nükleer eksikliği, enerji güvenliği, enerji güvenliği bağlamında da temiz enerji ön plana çıkmaktadır. Hızla artan enerji ihtiyacı göz önüne alındığında; yerli kaynakların değerlendirilmesini sağlayacak, Türkiye koşullarına uygun, dünyada enerji alanındaki gelişmeleri takip eden, uzun vadeli sosyal, ekonomik ve çevresel politikaları bir arada ele alan bir enerji politikasına ihtiyaç duyulduğu sonucuna ulaşılmıştır.
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REFERENCES

References: 

Ang, B.W. (2006) “Monitoring Changes in Economy-
wide Energy Efficiency: From Energy–GDP Ratio
to Composite Efficiency Index” Energy Policy, 34(5):
574–582.
Azadeh, A., Amalnick, M. S., Ghaderi, S. F. ve
Asadzadeh, S. M. (2007) “An Integrated DEA PCA
Numerical Taxonomy Approach for Energy Efficiency
Assessment and Consumption Optimization in Energy
Intensive Manufacturing Sectors” EnergyPolicy, 35(7):
3792–3806.
Azadeh, A., Ghaderi, S. F. ve Asadzadeh, S. M.
(2008) “Energy Efficiency Modeling and Estimation
in Petroleum Refining Industry - A Comparison Using
Physical Data” International Conference on Renewable
Energies and Power Quality (ICREPQ’11), Santander,
March 12-14.
Bagdadioglu, N., Price, C. M. W. ve Weyman-Jones,
T. G. (1996) “Efficiency and Ownership in Electricity
Distribution: a Non Parametric Model of the Turkish
Experience” Energy Economics, 18(1): 1–23.
Banker, R. D., Charnes, R. F. ve Cooper, W. W.
(1984) “Some Models for Estimating Technical and Scale
Inefficiencies in Data Envelopment Analysis” Management
Science, 30: 1078–1092.
Birol, F. ve Keppler, J. H. (2000) “Prices, Technology
Development and the Rebound Effect” Energy Policy,
28(6-7): 457-469.
Boyd, G. A. and Pang, J. X. (2000) “Estimating the
Linkage between Energy Efficiency and Productivity”
Energy Policy, 28(5): 289–296.
Charnes, A., Cooper, W. W. ve Rhodes, E. (1978)
“Measuring the Efficiency of Decision Making Units”,
European Journal of Operational Research, 3(4): 392–444.
Chen, Y. ve Sherman H. D. (2004) “The Benefits of
Non-Radial vs. Radial Super-Efficiency DEA: An Application
to Burden-Sharing amongst NATO Member
Nations” Socio-Economic Planning Sciences, 38: 307-320.
Chen, Y., Motiwalla, L. ve Khan, M. R. (2004)
“Using Super-Efficiency DEA to Evaluate Financial Performance
of E-Business Initiative in the Retail Industry”
International Journal of Information Technology & Decision
Making, 3(2): 337-351.
Chien, T. ve Hu, J. L. (2007) “Renewable Energy
and Macroeconomic Efficiency of OECD and Non-
OECD Economies” Energy Policy, 35(7): 3606-3615.
Chung, Y.H., Färe, R. ve Grosskopf, S. (1997) “Productivity
and Undesirable Outputs: A Directional Distance
Function Approach” Journal of Environmental Management,
51(3): 229–240.
Cooper, W. W., Seiford, L. M., ve Tone, K. (1999)
Data Envelopment Analysis: A Comprehensive Text with
Models, Applications, References and DEA-Solver Software,
Hingham, MA, USA, Kluwer Academic Publishers.
Energy Efficiency and Conservation Authority
(EECA) (2006) Energy Efficiency and Renewable Energy
in New Zealand, Year Four Report: March 2001 to 2005.
Färe, R. ve Grosskopf, S. (2004) “Modeling Undesirable
Factors in Efficiency Evaluation: Comment” European
Journal of Operational Research, 157(1): 242–245.
Färe, R., Grosskopf, S. ve Tyteca, D. (1996) “An Activity
Analysis Model of the Environmental Performance
of Firms Application to Fossil-Fuel-Fired Electric Utilities”
Ecological Economics, 18(2): 161–175.
Färe, R., Grosskopf, S., Lovell, C. A. K. ve Pasurka,
C. (1989) “Multilateral Productivity Comparisons
When Some Outputs are Undesirable: A Nonparametric
Approach” The Review of Economics and Statistics, 71(1):
90–98.
Färe, R., ve Grosskopf, S. (2004) “Modeling Undesirable
Factors in Efficiency Evaluation: Comment” European
Journal of Operational Research, 157(1): 242–245.
Farrell, M. J. (1957) “The Measurement of Productive
Efficiency” Journal of the Royal Statistical Society,
120(3): 253–290.
Førsund, F. R. ve Kittelsen, S. A. C. (1998) “Productivity
Development of Norwegian Electricity Distri-
bution Utilities” Resource and Energy Economics, 20(3):
207–224.
Geller, H., Harrington, P., Rosenfeld, A. H., Tanishima,
S., ve Unander F. (2006) “Polices for Increasing
Energy Efficiency: Thirty Years of Experience in OECD
Countries” Energy Policy , 34(5): 556–573.
Grösche, P. (2008) “Measuring Residental Energy
Efficiency Improvement with DEA” Ruhr Economic Papers
no. 60.
Hall, R. E., ve Jones, C. I. (1999) “Why Do Some
Countries Produce So Much More Output per Worker
than Others?” NBER Working Papers no. 6564, National
Bureau of Economic Research, Inc.
Hu, J. L. ve Kao, C. H. (2007) “Efficient Energy-Savings
Targets for APEC Economies” Energy Policy, 35(1):
373–382.
Hu, J. L. ve Wang. S. C. (2006) “Total-Factor
Energy Efficiency of Regions in China” EnergyPolicy,
34(17): 3206–3217.
International Energy Agency (IEA) (2004) Oil Crisis
& Climate Challenges—30 Years of Energy Use in IEA Countries,
OECD, Paris.
International Energy Agency (IEA) (2007) Energy
Use in the New Millennium—Trends in IEA Countries,
OECD, Paris.
Jamasb, T., Nillesen, P. ve Pollitt, M. (2004) “Strategic
Behaviour under Regulatory Benchmarking” Energy
Economics, 26(5): 825–843
Kök, R. ve Deliktaş, E. (2003) Endüstri İktisadında
Verimlilik Ölçme ve Strateji Geliştirme Teknikleri, DEÜ
İİBF Yayınları, Yayın Karar No:25-8/1, İzmir.
Krüger, J. J. (2003) “The Global Trends of Total
Factor Productivity: Evidence from the Nonparametric
Malmquist Index Approach” Oxford Economic Papers,
55: 265-286.
Kulshreshtha, M. ve Parikh, J. K. (2002) “Study of
Efficiency and Productivity Growth in Opencast and
Underground Coal Mining in India: A DEA Analysis”
Energy Economics, 24(5): 439–453.
Lee, W.S. (2008) “Benchmarking the Energy Efficiency
of Government Buildings with Data Envelopment
Analysis” Energy and Buildings, 40(5): 891–895.
Lovell, C.A.K. ve Rouse A.P.B. (2003) “Equivalent
Standard DEA Models to Provide Super-Efficiency Scores”
Journal of the Operational Research Society, 54: 101-
108.
Mukherjee, K. (2008) “Energy Use Efficiency in
U.S. Manufacturing: A Nonparametric Analysis”, Energy
Economics, 30(1): 76–96.
Natural Resources Canada (NRC) (2006) Energy
Efficiency Trends in Canada: 1990 to 2004, Office of
Energy Efficiency, Ottawa.
ODYSSEE (2007) /http://www.odyssee-indicators.
org/Overview/overview.php, (09.09.2010).
Office of Energy Efficiency and Renewable Energy
(OEERE) (2007) Indicators of Energy Intensities in the
United States.
Onut, S. ve Soner, S. (2006) “Energy Efficiency
Assessment for the Antalya Region Hotels in Turkey”
Energy and Buildings, 38(8): 964–971.
Pacudan, R. ve de Guzman, E. (2002) “Impact of
Energy Efficiency Policy to Productive Efficiency of
Electricity Distribution Industry in the Philippines”
Energy Economics, 24(1): 41–54.
Pombo, C. ve Taborda, R. (2006) “Performance and
Efficiency in Colombia’s Power Distribution System:
Effects of the 1994 Reform” Energy Economics, 28(3):
339–369.
Raczka, J. (2001) “Explaining the Performance of
Heat Plants in Poland” Energy Economics, 23(4): 355–
370.
Ramanathan, R. (2000) “A Holistic Approach to
Compare Energy Efficiencies of Different Transport Modes”
Energy Policy, 28(11): 743–747.
SAITECH, (2004) Introduction to DEA-Solver-
Pro (Professional Version 4.1), www.saitech-inc.com
(29.09.2004).
Saygılı, Ş., Cihan, C. ve Yurtoğlu, H. (2005) Türkiye
Ekonomisinde Sermaye Birikimi, Verimlilik ve Büyüme:
1972-2003, Devlet Planlama Teşkilatı, Ekonomik Modeller
ve Stratejik Araştırmalar Genel Müdürlüğü, Yayın
No: 2286, Ankara.
Scheel, H., (2001) “Undesirable Outputs in Efficiency
Valuations” European Journal of Operational Research,
132: 400–410.
Stern, N. (2007) The Economics of Climate Change:
The Stern Review, Cambridge and New York: Cambridge
University Press.
Tone, K. (2001) “A Slacks-Based Measure of Efficiency
in Data Envelopment Analysis” European Journal of
Operational Research, 130(3): 498-509.
Tone, K. (2002) “A Slacks-Based Measure of Super-
Efficiency in Data Envelopment Analysis” European Journal
of Operational Research, 143(1): 32-41.
Tyteca, D. (1996) “On the Measurement of the En394
Nevzat ŞİMŞEK
vironmental Performance of Firms - A Literature Review
and a Productive Efficiency Perspective” Journal of Environmental
Management, 46: 281-308.
Tyteca, D. (1997) “Linear Programming Models
for the Measurement of Environmental Performance of
Firms — Concepts and Empirical Results” Journal of
Productivity Analysis, 8(2): 183–197.
Vaninsky, A. (2006) “Efficiency of Electric Power
Generation in the United States: Analysis and Forecast
Based on Data Envelopment Analysis” Energy Economics,
28(2): 326–338.
Wei, Y.M., Liao, H. ve Fan, Y. (2007) “An Empirical
Analysis of Energy Efficiency in China’s Iron and Steel
Sector” Energy, 32(12): 2262–2270.
Weyman-Jones, T.G. (1991) “Productive Efficiency
in a Regulated Industry: The Area Electricity Boards of
England and Wales” Energy Economics, 13(2): 116–122.
Xu, X. P. ve Liang, L. (2007) “Energy Efficiency and
Productivity of China: Compared with Other Countries”
Shi, Y., van Albada, G.D. ve Dongarra, J. (eds), Computational
Science-ICCS 2007, 7th International Conference
Part III, Beijing, China, May 27-30, 988-991.
Yang, H., Shi, D. ve Xiao. J. (2009) “Influence of
Environmental Factors on Energy Efficiency— Analysis
on Regional Theoretic Energy Saving Potential and Real
Energy Saving Potential” China Industrial Economics, 4:
73–84.
Yu, M. (2004) “Measuring Physical Efficiency of
Domestic Airports in Taiwan with Undesirable Outputs
and Environmental Factors” Journal of Air Transport Management,
10(5): 295–303.
Yunos, J. M. ve Hawdon, D. (1997) “The Efficiency
of the National Electricity Board in Malaysia: An Intercountry
Comparison Using DEA” Energy Economics,
19(2): 255–269.
Zaim, O. (2004) “Measuring Environmental Performance
of State Manufacturing Through Changes in
Pollution Intensities: A DEA Framework” Ecological Economics,
48(1): 37–47.
Zhou, P., Ang, B. W. ve Poh, K. L. (2008a) “A Survey
of Data Envelopment Analysis in Energy and Environmental
Studies” European Journal of Operational Research,
189(1): 1–18.
Zhou, P., Ang, B. W. ve Poh, K. L. (2008b) “Measuring
Environmental Performance under Different Environmental
DEA Technologies” Energy Economics, 30(1):
1–14.
Zhou, P., ve Ang, B. W. (2008) “Linear Programming
Models for Measuring Economy-wide Energy Efficiency
Performance” Energy Policy, 36(8): 2911– 2916.
Zhu, J. (2001) “Super Efficiency and DEA Sensitivity
Analysis” European Journal of Operational Research,
129: 443-455.
Zofio, J. L., ve Prieto, A. M. (2001) “Environmental
Efficiency and Regulatory Standards: The Case of CO2
Emissions from OECD Industries” Resource and Energy
Economics, 23(1): 63–83.

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