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Using accounting data to measure efficiency in banking: an application to Portugal

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  • Paulo Soares De Pinho

Abstract

This paper uses accounting data to provide estimates of productive efficiency in Portuguese banking. A model of the production process of the banking firm consistent with the characteristics of this kind of data is presented. This framework differs from existing literature on the explicit inclusion of the balance sheet constraint on the cost minimization problem, being concluded that in such context deposits should be handled as an output. Results show clear evidence for the existence of economies of scale for the smaller banks and economies of scope between deposits and loans were found for all but the largest banks. A discussion on the determinants of individual inefficiency scores is also presented, being concluded that they are affected by factors such as size, type of ownership and age. A positive trend on efficiency was also found.

Suggested Citation

  • Paulo Soares De Pinho, 2001. "Using accounting data to measure efficiency in banking: an application to Portugal," Applied Financial Economics, Taylor & Francis Journals, vol. 11(5), pages 527-538.
    • Handle: RePEc:taf:apfiec:v:11:y:2001:i:5:p:527-538
    DOI: 10.1080/09603100110049772
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    1. Diewert, W E, 1971. "An Application of the Shephard Duality Theorem: A Generalized Leontief Production Function," Journal of Political Economy, University of Chicago Press, vol. 79(3), pages 481-507, May-June.
    2. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    3. Kim, Moshe, 1986. "Banking technology and the existence of a consistent output aggregate," Journal of Monetary Economics, Elsevier, vol. 18(2), pages 181-195, September.
    4. Pulley, Lawrence B & Humphrey, David B, 1993. "The Role of Fixed Costs and Cost Complementarities in Determining Scope Economies and the Cost of Narrow Banking Proposals," The Journal of Business, University of Chicago Press, vol. 66(3), pages 437-462, July.
    5. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 1993. "The Measurement of Productive Efficiency: Techniques and Applications," OUP Catalogue, Oxford University Press, number 9780195072181.
    6. Sealey, Calvin W, Jr & Lindley, James T, 1977. "Inputs, Outputs, and a Theory of Production and Cost at Depository Financial Institutions," Journal of Finance, American Finance Association, vol. 32(4), pages 1251-1266, September.
    7. Mester, Loretta J., 1993. "Efficiency in the savings and loan industry," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 267-286, April.
    8. Forsund, Finn R. & Lovell, C. A. Knox & Schmidt, Peter, 1980. "A survey of frontier production functions and of their relationship to efficiency measurement," Journal of Econometrics, Elsevier, vol. 13(1), pages 5-25, May.
    9. Fare, Rolf & Knox Lovell, C. A., 1978. "Measuring the technical efficiency of production," Journal of Economic Theory, Elsevier, vol. 19(1), pages 150-162, October.
    10. Berg, Sigbjorn Atle & Kim, Moshe, 1994. "Oligopolistic Interdependence and the Structure of Production in Banking: An Empirical Evaluation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 26(2), pages 309-322, May.
    11. Waldman, Donald M., 1982. "A stationary point for the stochastic frontier likelihood," Journal of Econometrics, Elsevier, vol. 18(2), pages 275-279, February.
    12. Greene, William H., 1982. "Maximum likelihood estimation of stochastic frontier production models," Journal of Econometrics, Elsevier, vol. 18(2), pages 285-289, February.
    13. Philip Hardwick, 1997. "Measuring cost inefficiency in the UK life insurance industry," Applied Financial Economics, Taylor & Francis Journals, vol. 7(1), pages 37-44.
    14. Benston, George J & Hanweck, Gerald A & Humphrey, David B, 1982. "Scale Economies in Banking: A Restructuring and Reassessment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 14(4), pages 435-456, November.
    15. repec:bla:scandj:v:94:y:1992:i:0:p:s111-29 is not listed on IDEAS
    16. Kopp, Raymond J. & Diewert, W. Erwin, 1982. "The decomposition of frontier cost function deviations into measures of technical and allocative efficiency," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 319-331, August.
    17. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
    18. Allen, Linda & Rai, Anoop, 1996. "Operational efficiency in banking: An international comparison," Journal of Banking & Finance, Elsevier, vol. 20(4), pages 655-672, May.
    19. DeYoung, Robert, 1997. "Comment on 'Operational efficiency in banking: An international perspective'," Journal of Banking & Finance, Elsevier, vol. 21(10), pages 1325-1329, October.
    20. R J Colwell & E P Davis, 1992. "Output, Productivity and Externalities - the Case of Banking," Bank of England working papers 3, Bank of England.
    21. White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
    22. Berger, Allen N. & Hunter, William C. & Timme, Stephen G., 1993. "The efficiency of financial institutions: A review and preview of research past, present and future," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 221-249, April.
    23. Clark, Jeffrey A, 1996. "Economic Cost, Scale Efficiency, and Competitive Viability in Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(3), pages 342-364, August.
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    Cited by:

    1. Miguel Boucinha & Nuno Ribeiro & Thomas Weyman-Jones, 2013. "An assessment of Portuguese banks’ efficiency and productivity towards euro area participation," Journal of Productivity Analysis, Springer, vol. 39(2), pages 177-190, April.

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