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Analyzing The Technical Efficiency Using Data Envelopment Analysis Method: The Case Of Gulf Cooperation Council Countries

Author

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  • BASHAYREH, Ala’

    (Faculty of Economics and Administrative Sciences, The Hashemite University, Zarqa, Jordan. Author-Name: ABDELHADI, Samer A.
    Faculty of Economic and Administration Sciences, Hashemite University, Zarqa, Jordan)

  • ALOMARI, Mohammad W.

    (Faculty of Economics and Administrative Sciences, The Hashemite University, Zarqa, Jordan.)

Abstract

Given the importance of technical efficiency for production process, the current study is measuring the technical efficiency in the Gulf Cooperation Council countries over the period 2009-2016. For this purpose, the study will employ the nonparametric model uses the linear programming by Data Envelopment Analysis (DEA) to calculate technical efficiency. Results revealed that Kuwait is operating by optimal size production in both frontiers, constant returns to scale (CRS), and variable returns to scale (VRS) and so it is considered as the benchmark for the rest of the Gulf Cooperation Council countries. On the other hand, the results showed that Bahrain, UAE, Oman and KSA do not operate within optimal size, which restrain them to perform the overall technical efficiency and scale efficiency.

Suggested Citation

  • BASHAYREH, Ala’ & ALOMARI, Mohammad W., 2021. "Analyzing The Technical Efficiency Using Data Envelopment Analysis Method: The Case Of Gulf Cooperation Council Countries," Studii Financiare (Financial Studies), Centre of Financial and Monetary Research "Victor Slavescu", vol. 25(3), pages 44-55, September.
    • Handle: RePEc:vls:finstu:v:25:y:2021:i:3:p:44-55
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    References listed on IDEAS

    as
    1. H.S. Pannu & U. Dinesh Kumar & Jamal A. Farooquie, 2011. "Efficiency and productivity analysis of Indian pharmaceutical industry using data envelopment analysis," International Journal of Operational Research, Inderscience Enterprises Ltd, vol. 10(1), pages 121-136.
    2. Lau, Kam-Tim & Brada, Josef C., 1990. "Technological progress and technical efficiency in Chinese industrial growth: A frontier production function approach," China Economic Review, Elsevier, vol. 1(2), pages 113-124.
    3. V Sena, 2003. "The Frontier Approach to the Measurement of Productivity and Technical Efficiency," Economic Issues Journal Articles, Economic Issues, vol. 8(2), pages 71-97, September.
    4. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    5. Karamat Ali & Abdul Hamid, 1996. "Technical Change, Technical Efficiency, and Their Impact on Input Demand in the Agricultural and Manufacturing Sectors of Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 35(3), pages 215-228.
    6. Sophia P. Dimelis & Sotiris K. Papaioannou, 2011. "Technical Efficiency and the Role of ICT: A Comparison of Developed and Developing Countries," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(0), pages 40-53, July.
    7. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, July.
    8. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
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    More about this item

    Keywords

    scale efficiency; economic growth; Gulf Cooperation Council Pages: 44-55;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • L16 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Industrial Organization and Macroeconomics; Macroeconomic Industrial Structure
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development

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