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Measuring performance in the Portuguese banking industry with a Fourier regression model

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  • Carlos Pestana Barros
  • Maria Rosa Borges

Abstract

This article analyses the determinants of banks' profitability in the Portuguese banking sector during the period 1990 to 2005. The study extends the established literature on modelling the banks'k performance by applying a Fourier approximation in order to detect for possible nonlinearities between the profitability variables and the explanatory variables. In so doing, we verify that the introduction of the Fourier coefficients in the analysis quite improved the quality of the adjustments, the need to accept the existence of nonlinear relationships among the variables involved in the study thus becoming evident. The results of this article suggest that the best performing banks in the Portuguese banking sector are those which have endeavoured to improve their capital and labour productivity, those which have maintained a high dimension and, finally, those which have been able to reinforce their capital structure.

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  • Carlos Pestana Barros & Maria Rosa Borges, 2011. "Measuring performance in the Portuguese banking industry with a Fourier regression model," Applied Economics Letters, Taylor & Francis Journals, vol. 18(1), pages 21-28.
    • Handle: RePEc:taf:apeclt:v:18:y:2011:i:1:p:21-28
    DOI: 10.1080/13504850903409755
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    1. Berger, Allen N. & Mester, Loretta J., 2003. "Explaining the dramatic changes in performance of US banks: technological change, deregulation, and dynamic changes in competition," Journal of Financial Intermediation, Elsevier, vol. 12(1), pages 57-95, January.
    2. Berger, Allen N. & Leusner, John H. & Mingo, John J., 1997. "The efficiency of bank branches," Journal of Monetary Economics, Elsevier, vol. 40(1), pages 141-162, September.
    3. Barros, Carlos Pestana & Ferreira, Candida & Williams, Jonathan, 2007. "Analysing the determinants of performance of best and worst European banks: A mixed logit approach," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2189-2203, July.
    4. Mitchell, Karlyn & Onvural, Nur M, 1996. "Economies of Scale and Scope at Large Commercial Banks: Evidence from the Fourier Flexible Functional Form," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(2), pages 178-199, May.
    5. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    6. Smirlock, Michael, 1985. "Evidence on the (Non) Relationship between Concentration and Profitability in Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(1), pages 69-83, February.
    7. Berger, Allen N. & Mester, Loretta J., 1997. "Inside the black box: What explains differences in the efficiencies of financial institutions?," Journal of Banking & Finance, Elsevier, vol. 21(7), pages 895-947, July.
    8. Rhoades, Stephen A., 1982. "Welfare loss, redistribution effect, and restriction of output due to monopoly in banking," Journal of Monetary Economics, Elsevier, vol. 9(3), pages 375-387.
    9. Walter Enders & Gary Hoover, 2003. "The effect of robust growth on poverty: a nonlinear analysis," Applied Economics, Taylor & Francis Journals, vol. 35(9), pages 1063-1071.
    10. Heggestad, Arnold A & Mingo, John J, 1977. "The Competitive Condition of U. S. Banking Markets and the Impact of Structural Reform," Journal of Finance, American Finance Association, vol. 32(3), pages 649-661, June.
    11. Altunbas, Y. & Gardener, E. P. M. & Molyneux, P. & Moore, B., 2001. "Efficiency in European banking," European Economic Review, Elsevier, vol. 45(10), pages 1931-1955, December.
    12. Tai-Hsin Huang & Mei-Hui Wang, 2004. "Estimation of scale and scope economies in multiproduct banking: evidence from the Fourier flexible functional form with panel data," Applied Economics, Taylor & Francis Journals, vol. 36(11), pages 1245-1253.
    13. Abhiman Das & Sangeeta Das, 2007. "Scale economies, cost complementarities and technical progress in Indian banking: evidence from fourier flexible functional form," Applied Economics, Taylor & Francis Journals, vol. 39(5), pages 565-580.
    14. Ludlow, Jorge & Enders, Walter, 2000. "Estimating non-linear ARMA models using Fourier coefficients," International Journal of Forecasting, Elsevier, vol. 16(3), pages 333-347.
    15. Chung-Hua Shen, 2005. "Cost efficiency and banking performances in a partial universal banking system: application of the panel smooth threshold model," Applied Economics, Taylor & Francis Journals, vol. 37(9), pages 993-1009.
    16. Gallant, A. Ronald, 1982. "Unbiased determination of production technologies," Journal of Econometrics, Elsevier, vol. 20(2), pages 285-323, November.
    17. Gilbert, R Alton, 1984. "Bank Market Structure and Competition: A Survey," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 16(4), pages 617-644, November.
    18. Samy Ben Naceur & Mohamed Goaied, 2001. "The determinants of the Tunisian deposit banks' performance," Applied Financial Economics, Taylor & Francis Journals, vol. 11(3), pages 317-319.
    19. Mariarosaria Agostino & Leone Leonida & Francesco Trivieri, 2005. "Profits persistence and ownership: evidence from the Italian banking sector," Applied Economics, Taylor & Francis Journals, vol. 37(14), pages 1615-1621.
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