Benchmarking the Turkish Apparel Retail Industry Through Data Envelopment Analysis (DEA) and Data Visualization

July 12, 2014
48 Views

Efficiency vs. Product Types
Efficiency vs. Product Types

This paper presents a benchmarking study of the Turkish apparel retailing industry. We have applied the Data Envelopment Analysis (DEA) methodology to determine the efficiencies of the companies in the industry. In the DEA model the number of stores, number of corners, total sales area and number of employees were included as inputs and annual sales revenue was included as the output. The efficiency scores obtained through DEA were visualized for gaining insights about the industry and revealing guidelines that can aid in strategic decision making.

Ertek, G., Can, M. A., and Ulus, F. (2007). “Benchmarking the Turkish apparel retail industry through data envelopment analysis (DEA) and data visualization.” EUROMA 2007, Ankara, Turkey.

Note: This is the final draft version of this paper. Please cite this paper (or this final draft) as above.

Download
Benchmarking The Turkish Apparel retail Industry Through Data envelopment Analysis (dea) And data Visualization

view PDF

Dr. Gürdal Ertek @ Social Web:

Dr. Gürdal Ertek @ TwitterDr. Gürdal Ertek @ LinkedIn

You may be interested

Wind Turbine Accidents: A Data Mining Study
Data Science
352 views
Data Science
352 views

Wind Turbine Accidents: A Data Mining Study

Dr. Gurdal Ertek - December 12, 2016

Fig. 1. The cause-effect relationship and stages where an accident occurs. Wind Turbine Accidents: A Data Mining Study While the…

Perception gap and its impact on supply chain performance
Data Envelopment Analysis (DEA)
293 views
Data Envelopment Analysis (DEA)
293 views

Perception gap and its impact on supply chain performance

Dr. Gurdal Ertek - January 10, 2016

[caption id="attachment_571" align="alignnone" width="843"] Figure 4. SEM modelling for relationship between performance gaps and performance shortfall[/caption] Figure 4. SEM modelling…

New knowledge in strategic management through visually mining semantic networks
Data Science
185 views
Data Science
185 views

New knowledge in strategic management through visually mining semantic networks

Dr. Gurdal Ertek - January 10, 2016

Fig. 5. Outlier objects. New knowledge in strategic management through visually mining semantic networks Today’s highly competitive business world requires…