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A DEA-MALMQUIST Index Application to Analyze Inefficiency Reasons of BIST Corporate Governance Index Companies

Author

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  • Ender BAYKUT

    (Afyon Kocatepe University, Afyonkarahisar, Turkey)

  • Fatih ECER

    (Afyon Kocatepe University, Afyonkarahisar, Turkey)

  • Ismail KARA

    (Usak University, Usak, Turkey)

Abstract

Corporate governance applications and firms’ ability level in putting these applications taken into considerations have started to be influential in making investment decisions. In addition to financial performances of the firms, corporate governance application levels also getting important day by day. The objective of this study is to determine inefficiency reasons of the firms constituting the Corporate Governance Index of Turkey. To this end, in the first stage of the study, annual data of the 21 companies trading on Borsa Istanbul (BIST) XKURY have been analyzed with Data Envelopment Analysis (DEA). In the second stage, the Malmquist Total Factor Productivity (MTFP) Index of the firms has been calculated. According to the results, none of the index firms in the financial sector was able to show full operational efficiency between 2010 and 2013. Additionally, the findings indicate that the firms were not managed efficiently, operated in unfitting scales and could have produced products with less input. Moreover, this study has revealed that one fourth of the firms experienced technological decline.

Suggested Citation

  • Ender BAYKUT & Fatih ECER & Ismail KARA, 2016. "A DEA-MALMQUIST Index Application to Analyze Inefficiency Reasons of BIST Corporate Governance Index Companies," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 1, pages 14-24.
    • Handle: RePEc:ddj:fseeai:y:2016:i:1:p:14-24
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    as
    1. Basso, Antonella & Funari, Stefania, 2001. "A data envelopment analysis approach to measure the mutual fund performance," European Journal of Operational Research, Elsevier, vol. 135(3), pages 477-492, December.
    2. Epps, Ruth W. & Cereola, Sandra J., 2008. "Do institutional shareholder services (ISS) corporate governance ratings reflect a company's operating performance?," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 19(8), pages 1135-1148.
    3. Shleifer, Andrei & Vishny, Robert W, 1997. "A Survey of Corporate Governance," Journal of Finance, American Finance Association, vol. 52(2), pages 737-783, June.
    4. Emilia Peni & Sami Vähämaa, 2012. "Did Good Corporate Governance Improve Bank Performance during the Financial Crisis?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 41(1), pages 19-35, April.
    5. 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.
    6. Paul Gompers & Joy Ishii & Andrew Metrick, 2003. "Corporate Governance and Equity Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 107-156.
    7. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
    8. Ball, R & Brown, P, 1968. "Empirical Evaluation Of Accounting Income Numbers," Journal of Accounting Research, Wiley Blackwell, vol. 6(2), pages 159-178.
    9. Valentin Zelenyuk & Vitaliy Zheka, 2006. "Corporate Governance and Firm’s Efficiency: The Case of a Transitional Country, Ukraine," Journal of Productivity Analysis, Springer, vol. 25(1), pages 143-157, April.
    10. Li-Ying Huang & Tzy-yih Hsiao & Gene C. Lai, 2007. "Does Corporate Governance and Ownership Structure Influence Performance? Evidence from Taiwan Life Insurance Companies," Journal of Insurance Issues, Western Risk and Insurance Association, vol. 30(2), pages 123-151.
    11. repec:bla:jfinan:v:53:y:1998:i:1:p:27-64 is not listed on IDEAS
    12. Mr. Fabian Valencia & Mr. Luc Laeven, 2012. "Systemic Banking Crises Database: An Update," IMF Working Papers 2012/163, International Monetary Fund.
    13. David A Grigorian & Vlad Manole, 2006. "Determinants of Commercial Bank Performance in Transition: An Application of Data Envelopment Analysis," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 48(3), pages 497-522, September.
    14. Ehsan H. Feroz & Sanjay Goel & Raymond L. Raab, 2008. "Performance measurement for accountability in corporate governance," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 7(2), pages 121-130, May.
    15. Ali, Agha Iqbal & Lerme, Catherine S. & Seiford, Lawrence M., 1995. "Components of efficiency evaluation in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 80(3), pages 462-473, February.
    16. Wolfgang Drobetz & Andreas Schillhofer & Heinz Zimmermann, 2004. "Corporate Governance and Expected Stock Returns: Evidence from Germany," European Financial Management, European Financial Management Association, vol. 10(2), pages 267-293, June.
    17. Morey, Matthew & Gottesman, Aron & Baker, Edward & Godridge, Ben, 2009. "Does better corporate governance result in higher valuations in emerging markets? Another examination using a new data set," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 254-262, February.
    18. Jennifer L Wang & Vivian Jeng & Jin Lung Peng, 2007. "The Impact of Corporate Governance Structure on the Efficiency Performance of Insurance Companies in Taiwan," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 32(2), pages 264-282, April.
    19. Wang, Wei-Kang & Lu, Wen-Min & Tsai, Chia-Jen, 2011. "The relationship between airline performance and corporate governance amongst US Listed companies," Journal of Air Transport Management, Elsevier, vol. 17(2), pages 148-152.
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