scholarly journals The Efficiency Analysis on Traditional Market in Salatiga, An Application of Data Envelopment Analysis

2021 ◽  
Vol 8 (2) ◽  
pp. 146-156
Author(s):  
Lintangsari Susanto Putri ◽  
Evi Gravitiani
Keyword(s):  
Data Envelopment Analysis ◽  
Quantitative Research ◽  
Secondary Data ◽  
Data Envelopment Analysis Model ◽  
Target Market ◽  
Data Envelopment ◽  
Analysis Model ◽  
Traditional Markets ◽  
Class A ◽  
Market Management

The traditional markets in Salatiga City are managed by the Unit Pelaksana Teknis Dinas (UPTD) Dinas Perdagangan. UPTD Dinas Perdagangan policy in Salatiga City is free rental fees for 3 years for newly built traditional markets. The objective of this study was to analyze the comparison of the level of efficiency of market management at the UPTD Dinas Perdagangan. The data used in this research are primary and secondary data obtained from the UPTD and Dinas Perdagangan Salatiga City. The method used in this study was a quantitative research method with the tools used is the Data Envelopment Analysis model of the Charnes, Cooper, dan Rhodes (CCR) dan Banker, Charnes, dan Cooper (BCC). The variable that is regulated in the research is the efficiency value of the UPTD Class A and B Dinas Perdagangan. The independent variables in the study included 2 variables, namely the input and output variables. Based on the analysis, the results of this study reveal that the two UPTDs have a balanced efficiency in their management and both UPTD Class A and Class B still make the development of traditional markets become in harmony with each other. In addition, market revitalization managed by UPTD for Class A and ClassB has been developing. The research suggestion is to maintain the results that have been achieved by the two UPTD Dinas Perdagangan. Both UPTDs have had innovations in managing traditional markets that have included the appropriate target market environment.

scholarly journals A knowledge system proposal with weighted goal programming approach for multi-criteria dea model and an application

2021 ◽  
Vol 12 (2) ◽  
pp. 422-438
Author(s):  
Tugba Polat ◽  
Safak Kiris
Keyword(s):  
Decision Making ◽  
Data Envelopment Analysis ◽  
Goal Programming ◽  
Evaluation Process ◽  
Knowledge System ◽  
Programming Approach ◽  
Data Envelopment Analysis Model ◽  
Data Envelopment ◽  
Analysis Model ◽  
Weighted Goal Programming

In today's competitive environment, enterprises should use their resources correctly; they should continuously improve themselves and work efficiently. It is important to evaluate the performances of the units under the same conditions in enterprises according to each other, to see the current situations and to determine appropriate improvements in necessary points. One of the commonly used approaches to performance evaluation is Data Envelopment Analysis. Many approaches have been developed for the Data Envelopment Analysis model, and Goal programming using in multi-objective decision making solutions approaches is one of them. Goal Programming gives decision-makers the opportunity to evaluate many objectives together in the decision-making process. In this study, classical Data Envelopment Analysis and weighted goal programming approach for multi-criteria data envelopment analysis model was applied in the evaluation process of the projects worked in an automotive supplier industry. A knowledge system has also been proposed in order to evaluate the effectiveness of the projects periodically and to include new projects or conditions into the evaluation.

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