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HŘEBÍČEK, J. TRENZ, O. CHVÁTALOVÁ, Z. SOUKOPOVÁ, J.
Originální název
Optimization of Corporate Performance Using Data Envelopment Analysis with Maple
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
angličtina
Originální abstrakt
Data envelopment analysis (DEA) gives a very powerful tool to decision makers in an organization. DEA is then a natural choice for an application of operations research or mathematical modelling of an evaluation of corporate performance. This method was initially proposed to evaluate the efficiency. In our paper the level of efficiency represents the level of corporate performance. The efficiency is in our case represented as a share of output in weighted sum of inputs. In other words, it represents a certain degree to which desirable outputs can off set environmental, social and corporate governance (ESG) indicators. Hence we have to consider appropriate inputs (data for calculation of ESG key performance indicators) and three outputs (complex environmental, social and corporate governance indicator). In the next stage, the fourth inputs (the chosen economic indicators) are added. Their impacts on the changing of efficiency score is under consideration with regression analysis, which is done by Maple. At the same time, we have observed a possible connection between the achieved efficiency score and corporate sustainability. In addition to efficiency score DEA method provides weights of particular inputs and outputs. These weights are used to ?nd those contributions of particular criteria to the achieved score. This enables us to determine the strong and weak points of the organization.
Klíčová slova
Optimization; Corporate Performance; Data Envelopment Analysis; Maple
Autoři
HŘEBÍČEK, J.; TRENZ, O.; CHVÁTALOVÁ, Z.; SOUKOPOVÁ, J.
Rok RIV
2014
Vydáno
28. 10. 2014
Nakladatel
CRC Press 2014, Taylor&Francis Group, London
Místo
London
ISBN
978-1-315-73210-7
Kniha
Engineering Optimization 2014
Strany od
763
Strany do
767
Strany počet
5
BibTex
@inproceedings{BUT112412, author="Jiří {Hřebíček} and Oldřich {Trenz} and Zuzana {Chvátalová} and Jana {Soukopová}", title="Optimization of Corporate Performance Using Data Envelopment Analysis with Maple", booktitle="Engineering Optimization 2014", year="2014", pages="763--767", publisher="CRC Press 2014, Taylor&Francis Group, London", address="London", doi="10.1201/b17488-136", isbn="978-1-315-73210-7" }