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The assessment of knowledge economy efficiency: comparing Turkey with the European Union countries

Author

Listed:
  • Tuba Yak?c? Ayan

    (UKaradeniz Technical University, Department of Econometrics, Kanuni Campus 61000 Trabzon, Turkey)

  • Hakan Pabuçcu

    (Department of Business Administration, Dede Korkut Campus 69000 Bayburt, Turkey)

Abstract

Knowledge economy is an economy that produces, distributes and uses information. Nowadays, investment in quality information rather than capital inputs is becoming more and more important for countries to develop and to be able to compete with each other. The increasing speed in the creation and spreading of knowledge has made it a crucial component in economic development. It is a fact that the countries that make large investments in information factors experience a fast and sustainable growth and are the most dynamic and competitive countries in the world. In this paper, we use context dependent DEA to measure the relative efficiency of the European Union (EU) countries’, including Turkey, knowledge economy policy based on 2016 data. In addition, we implement factorspecific DEA in order to identify achievable targets in short term for each output of countries. Four outputs and three inputs were used in the analysis. The results showed that Germany is clearly ahead of other countries such as France, England, Malta and the Netherlands. Turkey, on the other hand, separates from other countries and is the least efficient one. The reason for this separation is that Turkey produces less output than expected relative to its facilities. Another conclusion of the paper is that the countries’ patent applications and high-tech exports are more inefficient than other knowledge economy outputs.

Suggested Citation

  • Tuba Yak?c? Ayan & Hakan Pabuçcu, 2018. "The assessment of knowledge economy efficiency: comparing Turkey with the European Union countries," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 36(2), pages 443-464.
  • Handle: RePEc:rfe:zbefri:v:36:y:2018:i:2:p:443-464
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    References listed on IDEAS

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    1. Guan, Jian Cheng & Yam, Richard C.M. & Mok, Chiu Kam & Ma, Ning, 2006. "A study of the relationship between competitiveness and technological innovation capability based on DEA models," European Journal of Operational Research, Elsevier, vol. 170(3), pages 971-986, May.
    2. Seiford, Lawrence M. & Zhu, Joe, 2003. "Context-dependent data envelopment analysis--Measuring attractiveness and progress," Omega, Elsevier, vol. 31(5), pages 397-408, October.
    3. George Emm. Halkos & Nickolaos G. Tzeremes, 2007. "International Competitiveness in the ICT Industry: Evaluating the Performance of the Top 50 Companies," Global Economic Review, Taylor & Francis Journals, vol. 36(2), pages 167-182.
    4. Simplice A Asongu, 2013. "Modeling the future of knowledge economy: evidence from SSA and MENA countries," Economics Bulletin, AccessEcon, vol. 33(1), pages 612-624.
    5. Dennis Leyden & Albert Link, 2014. "Research Risk and Public Policy in a Knowledge-Based Economy: the Relative Research Efficiency of Government Versus University Labs," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 5(2), pages 294-304, June.
    6. Monica Roman, 2010. "Regional Efficiency Of The Knowledge Economy In The New Eu Countries: The Romanian And Bulgarian Case," Romanian Journal of Regional Science, Romanian Regional Science Association, vol. 4(1), pages 33-53, JUNE.
    7. Ulucan, AydIn & BarIs AtIcI, KazIm, 2010. "Efficiency evaluations with context-dependent and measure-specific data envelopment approaches: An application in a World Bank supported project," Omega, Elsevier, vol. 38(1-2), pages 68-83, February.
    8. Hui Tan & Chee Hooy, 2007. "The Development of East Asian Countries towards a Knowledge-based Economy: A DEA Analysis," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 12(1), pages 17-33.
    9. World Bank, 2007. "Building Knowledge Economies : Advanced Strategies for Development," World Bank Publications - Books, The World Bank Group, number 6853, December.
    10. Simplice Asongu, 2015. "Financial Sector Competition and Knowledge Economy: Evidence from SSA and MENA Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 6(4), pages 717-748, December.
    11. Zhu, Joe, 2000. "Multi-factor performance measure model with an application to Fortune 500 companies," European Journal of Operational Research, Elsevier, vol. 123(1), pages 105-124, May.
    12. Stefan Lüthi & Alain Thierstein & Michael Bentlage, 2013. "The Relational Geography of the Knowledge Economy in Germany: On Functional Urban Hierarchies and Localised Value Chain Systems," Urban Studies, Urban Studies Journal Limited, vol. 50(2), pages 276-293, February.
    13. Paul S. Adler, 2001. "Market, Hierarchy, and Trust: The Knowledge Economy and the Future of Capitalism," Organization Science, INFORMS, vol. 12(2), pages 215-234, April.
    14. Jenkins, Larry & Anderson, Murray, 2003. "A multivariate statistical approach to reducing the number of variables in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 147(1), pages 51-61, May.
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    More about this item

    Keywords

    knowledge economy; efficiency; context dependent data envelopment analysis; factor-specific data envelopment analysis;
    All these keywords.

    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • O57 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries

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