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Efficiency and Malmquist Indices of Productivity Change in Indonesian Banking

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Author Info
Muliaman D. Hadad (Bank Indonesia, Jakarta, Indonesia)
Maximilian J. B. Hall () (Dept of Economics, Loughborough University)
Wimboh Santoso (Bank Indonesia, Jakarta, Indonesia)
Ricky Satria (Bank Indonesia, Jakarta, Indonesia)
Karligash Kenjegalieva () (Dept of Economics, Loughborough University)
Richard Simper () (Dept of Economics, Loughborough University)

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Abstract

In this study we utilise a non-parametric, slacks-based model (SBM) approach to analyse efficiency and productivity changes for Indonesian banks over the period January 2006 to July 2007. Efficiency scores and Malmquist productivity indices are estimated using the approach for efficiency and super-efficiency estimation suggested by Tone (2001, 2002). Additionally, the Malmquist indices are decomposed into technical efficiency change and technological shift components. Using monthly supervisory data provided by Bank Indonesia we find that, under the intermediation approach to efficiency estimation, average bank efficiency was reasonably stable during the sample period, ranging between 70% and 82%, with 92 of the 130 banks in existence at that time having efficiency scores of over 70%, including 10 with (super)efficiency scores above unity. We also find that technical efficiencies under the Intermediation approach to describing the banking production process are relatively stable. Malmquist results for the industry suggest that the main driver of productivity growth is technological progress. A strategy based on the gradual adoption of newer technology, according to our results, thus seems to have the highest potential for boosting the productivity of the financial intermediary operations of Indonesian banks.

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File URL: http://www.lboro.ac.uk/departments/ec/RePEc/lbo/lbowps/MalmquistPaper_REPec.pdf
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Paper provided by Department of Economics, Loughborough University in its series Discussion Paper Series with number 2008_08.

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Date of creation: Aug 2008
Date of revision: Aug 2008
Handle: RePEc:lbo:lbowps:2008_08

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Related research
Keywords: Indonesian Finance and Banking; Productivity; Efficiency.;

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Find related papers by JEL classification:
C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data
C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation and Testing
G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Mortgages

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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Akhigbe, Aigbe & McNulty, James E., 2003. "The profit efficiency of small US commercial banks," Journal of Banking & Finance, Elsevier, vol. 27(2), pages 307-325, February. [Downloadable!] (restricted)
  2. 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. [Downloadable!] (restricted)
  3. Laeven, Luc & Majnoni, Giovanni, 2003. "Loan loss provisioning and economic slowdowns: too much, too late?," Journal of Financial Intermediation, Elsevier, vol. 12(2), pages 178-197, April. [Downloadable!] (restricted)
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  4. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May. [Downloadable!] (restricted)
  5. Liu, Fuh-Hwa Franklin & Wang, Peng-hsiang, 2008. "DEA Malmquist productivity measure: Taiwanese semiconductor companies," International Journal of Production Economics, Elsevier, vol. 112(1), pages 367-379, March. [Downloadable!] (restricted)
  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 1251-66, September. [Downloadable!] (restricted)
  7. Altunbas, Yener & Liu, Ming-Hau & Molyneux, Philip & Seth, Rama, 2000. "Efficiency and risk in Japanese banking," Journal of Banking & Finance, Elsevier, vol. 24(10), pages 1605-1628, October. [Downloadable!] (restricted)
  8. Muliaman D. Hadad & Maximilian J. B. Hall & Wimboh Santoso & Ricky Satria & Karligash Kenjegalieva & Richard Simper, 2008. "Banking Efficiency and Stock Market Performance: An Analysis of Listed Indonesian Banks," Discussion Paper Series 2008_07, Department of Economics, Loughborough University, revised Aug 2008. [Downloadable!]
  9. Sato, Yuri, 2005. "Bank restructuring and financial institution reform in Indonesia," The Developing Economies, Institute of Developing Economies, Japan External Trade Organization(JETRO), vol. 43(1), pages 91-120, March. [Downloadable!]
  10. Drake, Leigh & Hall, Maximilian J. B., 2003. "Efficiency in Japanese banking: An empirical analysis," Journal of Banking & Finance, Elsevier, vol. 27(5), pages 891-917, May. [Downloadable!] (restricted)
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