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  • 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
  • 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 (en)
Title
  • Optimization of Corporate Performance Using Data Envelopment Analysis with Maple
  • Optimization of Corporate Performance Using Data Envelopment Analysis with Maple (en)
skos:prefLabel
  • Optimization of Corporate Performance Using Data Envelopment Analysis with Maple
  • Optimization of Corporate Performance Using Data Envelopment Analysis with Maple (en)
skos:notation
  • RIV/00216305:26510/14:PU112637!RIV15-GA0-26510___
http://linked.open...avai/riv/aktivita
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  • P(GA14-23079S)
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  • 34946
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  • RIV/00216305:26510/14:PU112637
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  • Optimization, Corporate Performance, Data Envelopment Analysis, Maple (en)
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  • [B98E6297EB2C]
http://linked.open...v/mistoKonaniAkce
  • Lisabon
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  • London
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  • Engineering Optimization 2014
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  • Chvátalová, Zuzana
  • Hřebíček, Jiří
  • Soukopová, Jana
  • Trenz, Oldřich
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://bibframe.org/vocab/doi
  • 10.1201/b17488-136
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  • CRC Press 2014, Taylor&Francis Group, London
https://schema.org/isbn
  • 978-1-315-73210-7
http://localhost/t...ganizacniJednotka
  • 26510
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