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The cost efficiency of Greek cooperative banks: an application of two-stage data envelopment analysis

Author

Listed:
  • Fotios Pasiouras
  • Emmanouil Sifodaskalakis
  • Constantin Zopounidis

Abstract

This study aims to assess the Cost Efficiency (CE) of the Greek cooperative banks over the period 2000–2005. We first use Data Envelopment Analysis (DEA) to estimate the technical, allocative and cost efficiency for each bank in sample. Then, we use a bootstrapping censored (Tobit) regression approach to determine whether and how internal and external factors influence banks' efficiency. The results of DEA indicate that Greek cooperative banks could improve their cost efficiency by 18.4% on average as well as that the dominant source of cost inefficiency is allocative rather than technical. The results of the second-stage regression indicate that bank total assets and the equity to assets ratio, as well as the GDP per capita and the unemployment rate in the region influence efficiency; however, their impact is not robust across different efficiency measures.

Suggested Citation

  • Fotios Pasiouras & Emmanouil Sifodaskalakis & Constantin Zopounidis, 2011. "The cost efficiency of Greek cooperative banks: an application of two-stage data envelopment analysis," International Journal of Financial Services Management, Inderscience Enterprises Ltd, vol. 5(1), pages 34-51.
    • Handle: RePEc:ids:ijfsmg:v:5:y:2011:i:1:p:34-51
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    Citations

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    Cited by:

    1. Tabak, Benjamin M. & Miranda, Rogério Boueri & Fazio, Dimas M., 2013. "A geographically weighted approach to measuring efficiency in panel data: The case of US saving banks," Journal of Banking & Finance, Elsevier, vol. 37(10), pages 3747-3756.
    2. Aziz Kutlar & Ali Kabasakal & Mehmet Sena Ekici, 2017. "Efficiency of commercial banks in Turkey and their comparison: application of DEA with Tobit analysis," International Journal of Mathematics in Operational Research, Inderscience Enterprises Ltd, vol. 10(1), pages 84-103.
    3. Yap Yin Choo, 2012. "Efficiency and scale economies in the Japanese non-life insurance industry," International Journal of Financial Services Management, Inderscience Enterprises Ltd, vol. 5(3), pages 239-255.

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