Efficiency of Small- and Medium-sized Tofu Enterprises (SME) in Salatiga using Data Envelopment Analysis (DEA)

The rise of US Dollars exchange rate to Rupiah in September 2013 has had an impact on all industries in Indonesia, especially tofu enterprises. The rising prices of raw materials require them to have an ability to survive and remain competitive. Productivity is one of the main indicators to estimate the ability to survive and compete. They have to be able to maximize the output utilizing the limited resources (input). Data Envelopment Analysis (DEA) using Banxia Frontier Analysis 3 Software helps to evaluate relative productivity of several Small and Medium-sized Enterprises (SME). The samples of this research are 31 of 66 Tofu SMEs in Salatiga. Constant Return to Scale (CRS) and Variable Return to Scale (VRS) models oriented in the output were used in this research. The finding shows that 2 SMEs were efficient in overall, 4 SMEs were efficient in scale, 8 SMEs were technically efficient and 23 SMEs were inefficient. For those which are inefficient can refer to the efficient SMEs to improve their efficiency by lessening input factors and maximizing output factors. General Terms Computer Science

[1]  Emmanuel Thanassoulis,et al.  Applied data envelopment analysis , 1991 .

[2]  Shelagh A. Heffernan,et al.  Cost X-Efficiency in China's Banking Sector , 2005 .

[3]  Qomarudin ANALISIS EFISIENSI USAHA KECIL DAN MENENGAH (UKM)BATIK DI DESA KAUMAN KOTA PEKALONGANDENGAN METODE DATA ENVELOPMENT ANALYSIS (DEA) , 2011 .

[4]  Yasar A. Ozcan,et al.  Health Care Benchmarking and Performance Evaluation: An Assessment Using Data Envelopment Analysis (DEA) , 2007 .

[5]  Christoph Stork,et al.  Measuring the Alternative Profit X-efficiency Of Namibia ’ s Banking Sector , 2005 .

[6]  W. Cooper,et al.  Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References and DEA-Solver Software , 1999 .

[7]  Mulyadi Sistem Perencanaan dan Pengendalian Manajemen , 2002 .

[8]  Yuwono. Sony,et al.  Petunjuk praktis penyusunan balanced scorecard : menuju organisasi yang berfokus pada strategi / Sony Yuwono, Edy Sukarno, Muhammad Ichsan , 2004 .

[9]  Mohamed Ariff,et al.  Cost, Revenue, and Profit Efficiency of Islamic versus Conventional Banks: International Evidence Using Data Envelopment Analysis , 2008 .

[10]  M. Farrell The Measurement of Productive Efficiency , 1957 .

[11]  A. U.S.,et al.  Measuring the efficiency of decision making units , 2003 .

[12]  R. Ramanathan An Introduction to Data Envelopment Analysis: A Tool for Performance Measurement , 2003 .

[13]  Timothy Coelli,et al.  An Introduction to Efficiency and Productivity Analysis , 1997 .

[14]  Cevdet A. Denizer,et al.  Measuring Banking Efficiency in the Pre- and Post-Liberalization Environment: Evidence from the Turkish Banking System , 1999 .

[15]  Juliza Hidayati Analisis Kinerja Bank Dengan Dea , 2009 .

[16]  篠原 正明,et al.  William W.Cooper,Lawrence M.Seiford,Kaoru Tone 著, DATA ENVELOPMENT ANALYSIS : A Comprehensive Text with Models, Applications, References and DEA-Solver Software, Kluwer Academic Publishers, 2000年, 318頁 , 2002 .

[17]  Nurlela Nurlela ANALISIS TINGKAT EFISIENSI BANK UMUM SYARIAH DI INDONESIA DENGAN METODE DATA ENVELOPMENT ANALYSIS (DEA) , 2014 .