Technical Efficiency Analysis at BUKU 1 Banks in Indonesia Using the Data Envelopment Analysis (DEA) Method Period 2016 – 2017

Authors

  • Kuncoro Budi Satrio STIE Indonesia Banking School
  • Erric Wijaya STIE Indonesia Banking School

DOI:

https://doi.org/10.35384/jime.v13i1.361

Keywords:

Frontier, DEA, VRS, BUKU Bank, Input, Output and Projected Values

Abstract

This study began with an observation of the financial performance of banks in assessing the efficiency of commercial banks in Indonesia in the 2016 period and found inefficiency problems in BUKU I banks based on efficiency values (BOPO) as an indicator of bank efficiency. This study is an analysis of the measurement of bank efficiency values using quantitative analysis with secondary data obtained from the balance sheet and income statement for each bank sample (DMU) for the period 2016 - 2017 using a math-ematical model (linear program) with the Non-Parametric Data Envelopment Analysis (DEA) measure-ment method oriented to Input and assume Variable Return to Scale (VRS) with a sample of 17 Bank sam-ple data during the period 2016-2017. In each DMU there are two variables namely input and output, where the input variable consists of Price of Labor (X1), Price of Fund (X2) and Price of Physical Capital (X3) while the output variable consists of Credit (Y1), Interest Income (Y2) and other Operating Income (Y3). From the results of the measurement of efficiency using the DEA method of the 17 bank samples there are 6 efficient banks while 11 other banks are inefficient. The DEA method measurement results also get an inefficient output variable projection value, from 34 inefficiencies of output variables found there are 4 inefficiencies in the given credit variable, 15 inefficiencies in the Interest Income variable and finally 15 inefficiencies in other Operating Income variables. From the measurement of the efficiency value using the DEA method, the Bank's efficiency and inefficiency values are obtained and the factors causing the Bank's inefficiency so that these factors can be used as material for the Bank's evaluation in improving the Bank's strategic planning .

Downloads

Download data is not yet available.

References

Farrel, M.J. (1957) “The Measurement of Produc-tive Efficiency†USA: Journal of the Royal Statistical Society JSTOR 2005.

Berger and Humprey (1997) “Efficiency of Finan-cial Institutions: International Survey and Di-rections for Future Research†European Jour-nal of Operational Research, 1997.

Charnes A. & Cooper W.W. (1985) “Classifying and Characterizing Efficiencies And Ineffi-ciencies In Data Envelopment Analysis†Tex-as, USA: Operation Research Letters Univer-sity of Texas.

Casu, Barbara & Molyneux, Philip. (2010) “A Comparative Study Efficiency in European Banking†London, U.K: Journal of Applied Economic Routledge Publisher.

Coelli T.J. (1996) “A Guide to DEAP Version 2.1: A Data Envelopment Analysis (Computer) Program†Armidale, NSW Australia: Centre for Efficiency and Productivity Analysis (CEPA) Working Paper.

Bhat, Ramesh et.al. (2001) “Data Envelopment Analysis and Different Efficiency Conceptsâ€. New Delhi, India: Journal of Health Manage-ment Sage Publications India Pvt. Ltd.

Ramanathan R. (2003) “An Introduction to Data Envelopment Analysis; A Tool for Perfor-mance Measurementâ€. New Delhi, India: Sage Publications India Pvt. Ltd.

Hadad, Muliaman D. et.al. (2003) “Analisis Efisiensi Industri Perbankan Indonesia : Penggunaan Metode Nonparametrik Data Envelopment Analysis (DEA)â€. Jakarta, Indo-nesia: Research Paper Bank Indonesia.

Singh, Yogesh Kumar (2006) “Fundamental of Re-search Methodology and Statistics†India: New Age International (P) Limited Publish-ers.

Fethi, Meryem Duygun and Pasiouras, Fotios (2009) “Assesing Bank Efficiency and Per-formance With Operational Research and Ar-tificial Intelligence Techniques: A Surveyâ€

Leicester, UK: European Journal of Opera-tion Research.

Gujarati, Damodar N. & Porter, Dawn C. (2004) “Basic Econometrics, 4th International Edi-tion†New York, U.S.A: McGraw-Hill Edu-cation Publication.

Delis, Manthos D. & Papanikolaou, Nikolaos I. (2009) “Determinants of Bank Efficiency: Evidence from a Semi-Parametric Methodol-ogyâ€. Athens, Greece: Emerald Article.

Colline, Fredella. (2010) “Studi Perbandingan Tingkat Efisiensi Bank Domestik dan Bank Asing di Indonesiaâ€. Bandung : Majalah Ilmiah Fakultas Ekonomi Universitas Katolik Parahyangan.

Fiordelisi, Franco et.al. (2010) “Efficiency and Risk in European Bankingâ€. Rome, Italy: Journal of Banking and Finance Elsevier B.V.

Fathony, Moch. (2010) “Estimasi dan Faktor-Faktor Yang Memengaruhi Efisiensi Bank Domestik dan Asing di Indonesia†Jakarta, Indonesia: Jurnal Keuangan dan Perbankan.

Gaza-Garcia, Jesus G. (2012) “Determinants of Bank Efficiency in Mexico: a Two Stage Analysisâ€. Bristol, U.K: Working Paper Uni-versity of The West England.

Varias, Anastasios D. & Sofianopoulou, Stella. (2012) “Efficiency Evaluation of Greek Com-mercial Banks using DEAâ€. Piraeus, Greece: Journal of Applied Operation Research Uni-versity of Piraeus.

Render, Barry et.al. (2012) “Quantitative Analysis for Management, 11th Global Edition†Ken-dalville, U.S.A: Pearson Education Publica-tion.

Muazaroh et al. (2012) “Determinants of Bank Profit Efficiency: Evidence From Indonesia†Jakarta, Indonesia: International Journal of Economics and Finance Studies.

Muljawan, Dadang et.al (2014) â€Faktor-faktor Penentu Efisiensi Perbankan Indonesia Serta Dampaknya Terhadap Perhitungan Suku Bunga Kredit". Jakarta, Indonesia: Working Paper Bank Indonesia.

Sulistyono, Bayu (2014) “Pengukuran Efisiensi Bank BUMN di Indonesia Dengan Menggunakan Metode Data Envelopment Analysisâ€. Jakarta, Indonesia: Journal Publi-cation ResearchGate.

Subandi & Ghozali, Imam (2014) “An Efficiency Determinant of Banking Industry in Indone-sia†Jakarta, Indonesia: Research Journal of Finance and Accounting IISTE.

Mishkin, Frederic & Serletis, Apostolos (2011)â€The Economics of Money, Banking, and Financial Markets 4th Edition“ Toronto, Canada: Pearson Canada Inc.

Peraturan Bank Indonesia (PBI) Nomor 14/26/PBI/2012 tanggal 27 Desember 2012 tentang Kegiatan Usaha dan Jaringan Kantor Ber-dasarkan Modal Inti Bank.

Surat Edaran Otoritas Jasa Keuangan Nomor 27/SEOJK.03/2016 tanggal 14 Juli 2016 Ten-tang Kegiatan Usaha Bank Umum Berdasar-kan Modal Inti.

Kajian Stabilitas Keuangan (KSK) Bank Indonesia No.27 Bulan September 2016.

Kajian Stabilitas Keuangan (KSK) Bank Indonesia No.28 Bulan Maret 2017.

Statistik Perbankan Indonesia (SPI) Desember 2016 Vol.15 No. 01 dari situs OJK: https://ojk.go.id/id/kanal/perbankan/data-dan-statistik/statistik-perbankan-indonesia/Documents/Pages/Statistik-Perbankan-Indonesia---Desember-2016/SPI%20Desember%202016.pdf

Publication report from the official site Bank Sul-tra: http://banksultra.co.id/v4/investor/laporan/tahunan.html

Publication report from the IDX official site for Bank Maluku Malut: https://www.idx.co.id/StaticData/NewsAndAnnouncement/ANNOUNCEMENTSTOCK/From_EREP/201804/a44e82d712_e3181df98a.pdf

Publication report from the official site Bank Lam-pung: https://banklampung.co.id/assets/uploads/laporan-tahunan/20180807140055_annual-report-2017.pdf

Publication report from the official site Bank Bengkulu : https://www.bankbengkulu.co.id/docs/AR-Bengkulu-2017.pdf

Publication report from the official site Bank Sulteng: http://www.banksulteng.co.id/data/AR%20BPD-ST%202017.pdf

Publication report from the official site Bank Yudha Bhakti: https://www.yudhabhakti.co.id/index.php/hubungan-investor-id/laporan-tahunan

Publication report from the official site Bank Bisnis Internasional: http://bankbisnis.id/laporan-tahunan/

Publication report from the official site Bank Fama Internasional: http://www.bankfama.co.id/files/uploads/financialreport/file/2018/Aug/01/5b618179e09b8/tahunan-201712.pdf

Publication report from the official site Bank Fama Internasional: http://www.bankfama.co.id/files/uploads/financialreport/file/2018/Aug/01/5b6181993bc4a/tahunan-201612.pdf

Publication report from the official site Bank Agris: http://bankagris.co.id/uploads/file_managements/20180430052708Bank%20Agris_Online.pdf

Publication report from the official site Bank Harda Internasional: http://www.bankbhi.co.id/bhi/cache/doc/tw/28.BHI-TW-IV-2017.pdf

Publication report from the official site Bank Artos Indonesia: http://www.bankartos.co.id/ANNUALRPT2017.pdf

Publication report from the official site Bank Amar Indonesia: https://www.amarbank.co.id/up-load/78ce26e30b1007bd0e89b6f3e08e993b.pdf

Publication report from the official site Bank Dinar Indonesia: http://bankdinar.net/wp-content/uploads/2018/08/AR-2017-small.pdf

Publication report from the bigcms.binis.com offi-cial site for Bank Mitra Niaga: http://bigcms.bisnis.com/file-data/1/2166/ef25d055_Des17-BankMitraNiagaTbk.pdf

Publication report from the official site Bank Prima Master: http://www.primamasterbank.co.id/report/Publikasi_Per_Desember_2017.pdf

Publication report from the official site Bank Prima Master: http://www.primamasterbank.co.id/report/ANNUAL%20REPORT%202017.pdf

Publication report from the official site Bank Royal Indonesia: https://www.royalbank.co.id/data/user/laporan/AnualReport2017.pdf

Downloads

Published

2023-02-06
Abstract Views: 72 | File Downloads: 98