A COMPARATIVE STUDY OF BANKING EFFICIENCY IN ASEAN-5: THE DATA ENVELOPMENT ANALYSIS (DEA) APPROACH

https://doi.org/10.22146/jieb.24479

Setyo Tri Wahyudi(1*), Azizah Azizah(2)

(1) Faculty of Economics and Business, Universitas Brawijaya
(2) Faculty of Economics and Business, Universitas Brawijaya
(*) Corresponding Author

Abstract


As an intermediary institution, a bank is required to operate efficiently due to the increased competition among banks, both domestic and international. However, not all banks are able to optimize their owned resources to reach a certain efficiency level. Thus, efficiency plays an important role in this era of more globalized banking competiti on. The objective of this study is to calculate the banking efficiency score for the ASEAN-5 countries, consisting of Indonesia, Malaysia, the Philippines, Singapore, and Thailand. Using Data Envelopment Analysis (DEA), the input variables comprised of employees’ benefits, fixed assets, and deposits; while the output variables were total income and loans. The results show the relatively high efficiency levels of every bank in each country. The achievement of an input-output efficiency variable in the first period (2006-2009) tended to increase, but the second period (2010-2013) showed a declining trend. The performance of the banks in Singapore during the first period was very good, while in the second period, the banks in the Philippines showed a respectable performance.

Keywords


Banking efficiency, Data Envelopment Analysis

Full Text:

PDF


References

Abidin, Z., & Endri, E. (2010). Kinerja efisiensi teknis bank pembangunan daerah:
Pendekatan data envelopment analysis (DEA). Jurnal Akuntansi dan Keuangan,
11(1), 21-29.


Berger, A. N., & Mester, L. J. (1997). Inside the black box: What explains differences in the
efficiencies of financial institutions? Journal of Banking & Finance, 21(7), 895-
947.

Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal ofOperational Research, 2(6), 429-444.


Coelli, T.J., O’Donnell, P.R.C J., and Battese, G.E. (2005). An introduction to efficiency
and productivity analysis (2nd ed). United States of America: Springer Press.


Epstein, M. K., & Henderson, J. C. (1989). Data envelopment analysis for managerial control and diagnosis. Decision Sciences, 20(1), 90-119.


Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the Royal
Statistical Society , 253-290. Fortune 500 (2016). Top pre-taxpProfit in 2014.
Retrieved from http://fortune.com/global500/

Hadad, M. D., Santoso, W., Ilyas, D., and Mardanugraha, E. (2003). Analisis efisiensi
industri perbankan Indonesia: Penggunaan metode nonparametrik data envelopment
analysis (DEA). Research Paper Bank Indonesia, 7(5).

Kumbhakar S.C. and Lovell, C.A.K. (2000). Stochastic frontier analysis. Cambridge: Cambridge University Press.

Kost, F.E., and Rosenwig, J. E. (1979). Organization and management. A system
and contingency approach. United States: McGraw-Hill Inc.

Muazaroh, Eduardus, T., Husnan, S., and Hanafi, M. M. (2012). Determinants of bank profit
efficiency: Evidence from Indonesia. International Journal of Economics and
Finance Studies, 4(2), 163-173.

Şahin, İ. E., Yılmaz, B., & Akgün, A. (2013). Measurement of efficiency in the Turkish
banking sector in the 2009-2011 period: A DEA approach. Mediterranean Journal of Social Sciences, 4(10), 744.

Schwab, K. & Sala-i-Martin, X. (2014). The global competitiveness report 2014-2015:
Full data edition. World Economic Forum. Retrieved from
http://www3.weforum.org/docs/WEF_GlobalCompetitivenessReport_2014-15.pdf

Suhartono, S. (2017). Productive efficiency of banks in ASEAN countries. Banks and Bank
Systems, 12(2), 91-99.

Sufian, F., & Habibullah, M. S. (2010). Developments in the efficiency of the
Thailand banking sector: a DEA approach. International Journal of Development Issues, 9(3), 226-245.

Wheelock, D. C., & Wilson, P. W. (2000). Why do banks disappear? The determinants of
US bank failures and acquisitions. Review of Economics and Statistics, 82(1), 127-138.

Wong, W. P., & Deng, Q. (2016). Efficiency analysis of banks in ASEAN countries.
Benchmarking: An International Journal, 23(7), 1798-1817.



DOI: https://doi.org/10.22146/jieb.24479

Article Metrics

Abstract views : 5184 | views : 4332

Refbacks

  • There are currently no refbacks.




Copyright (c) 2018 Journal of Indonesian Economy and Business

Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Journal of Indonesian Economy and Business

Journal

Editorial Team
Focus and Scope
Peer Review Process
Publication Ethics
Screening for Plagiarism

Authors

Author Guidelines
Submission Guidelines
Online Submissions
Copyright Notice
Privacy Statement
Author Fees

Download

Author Pack
Submission Form & Manuscript Template

 

Reviewer

Reviewer Guidelines
Reviewer Acknowledgement

 

Reader

General Search
Achieves
Author index
Title index

 

 

The Journal of Indonesian Economy and Business (print ISSN 2085-8272; online ISSN 2338-5847) is published by the Faculty of Economics and Business Universitas Gadjah Mada, Indonesia. The content of this website is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License

© 2019 Journal of Indonesian Economy and Business 
 Visitor Statistics