Financial Benchmarking of Transportation Companies in the New York Stock Exchange (NYSE) Through Data Envelopment Analysis (DEA) and Visualization

September 26, 2017

 

In this paper, we present a benchmarking study of industrial transportation companies traded in the New York Stock Exchange (NYSE). There are two distinguishing aspects of our study: First, instead of using operational data for the input and the output items of the developed Data Envelopment Analysis (DEA) model, we use financial data of the companies that are readily available on the Internet. Secondly, we visualize the efficiency scores of the companies in relation to the subsectors and the number of employees. These visualizations enable us to discover interesting insights about the companies within each subsector, and about subsectors in comparison to each other. The visualization approach that we employ can be used in any DEA study that contains subgroups within a group. Thus, our paper also contains a methodological contribution.

Ulus, F., Kose, O, Ertek, G. and Sen, S. (2006). “Financial benchmarking of transportation companies in the New York Stock Exchange (NYSE) through data envelopment analysis (DEA) and visualization.” 4th International Logistics and Supply Chain Congress, İzmir, Turkey.

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