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

Kuncoro Budi Satrio, Erric Wijaya
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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 .
使用数据包络分析(DEA)方法对印度尼西亚BUKU 1银行2016 - 2017年的技术效率进行分析
本研究首先观察了2016年印度尼西亚商业银行效率评估中银行的财务绩效,并基于效率值(BOPO)作为银行效率指标发现了BUKU I银行的效率低下问题。本研究是对银行效率值的测量进行分析,使用定量分析,从2016-2017年期间每个银行样本(DMU)的资产负债表和损益表中获得的次要数据,使用数学模型(线性程序)和面向输入的非参数数据包膜分析(DEA)测量方法,并假设2016-2017年期间17个银行样本数据样本的可变规模回报(VRS)。在每个DMU中有两个变量,即投入和产出,其中投入变量包括劳动力价格(X1)、资金价格(X2)和实物资本价格(X3),产出变量包括信贷(Y1)、利息收入(Y2)和其他营业收入(Y3)。从使用DEA方法对17家银行样本进行效率度量的结果来看,有效率的银行有6家,无效率的银行有11家。DEA方法的测量结果也得到了一个低效产出变量的投影值,从34个低效产出变量中发现,在给定的信贷变量中有4个低效,在利息收入变量中有15个低效,最后在其他营业收入变量中有15个低效。利用DEA方法对效率值进行测算,得到银行的效率值和无效率值,以及导致银行无效率的因素,从而将这些因素作为银行评价的材料,用于改进银行的战略规划。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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