Malmquist_negative_SBM_SORM_Sep_2009.pdf (229.31 kB)
Download file

Productivity changes in Indonesian banking: application of a new approach to estimating Malmquist indices

Download (229.31 kB)
posted on 12.11.2009, 16:35 by Muliaman D. Hadad, Maximilian HallMaximilian Hall, Wimboh Santoso, Karligash GlassKarligash Glass, Richard Simper
In this study, we utilise a new, non-parametric efficiency measurement approach which combines the semi-oriented radial measure data envelopment analysis (SORM DEA) approach for dealing with negative data (Emrouznejad et al., 2010) with the slacks-based efficiency measure of Tone (2001, 2002), to analyse efficiency and productivity changes for Indonesian banks over the period Quarter I 2003 to Quarter IV 2007. Using quarterly data based on supervisory data provided by Bank Indonesia we find that, under the intermediation-based approach to efficiency estimation, average Indonesian bank efficiency somewhat declined during the sample period, from 73% to 63%, reaching a nadir of 53% at end-June 2007. With respect to the bank groupings, Indonesian ‘state-owned’ banks were the most efficient at the beginning of the sample period (with average efficiency of 92%) but, by the end of the sample period, they had been usurped by the ‘joint-venture’ and ‘non-foreign exchange private’ banks. The regional government-owned banks were found to be the least efficient throughout. Finally, Malmquist results for the Indonesian banking 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.



  • Business and Economics


  • Economics


© Loughborough University


VoR (Version of Record)

Publication date



This is a working paper. It is also available at:



Book series

Loughborough University. Department of Economics. Discussion Paper Series;WP 2009 - 13



Usage metrics