Comparative analysis of the todim method adherence to prospect theory

Detalhes bibliográficos
Autor(a) principal: Leoneti, Alexandre
Data de Publicação: 2021
Outros Autores: Gomes, Luiz Flávio Autran Monteiro
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Independent Journal of Management & Production
Texto Completo: http://www.ijmp.jor.br/index.php/ijmp/article/view/1468
Resumo: Prospect Theory provides a broad and solid frame of reference for modeling the decision making of rational agents. In the early 1990s, the structure of Prospect Theory was used to propose a method to aid a multicriteria decision based on the process of paired comparison. The research reported in this article has empirically assessed the adherence of the mathematical model of the original TODIM method, together with its variations available in the literature, to Prospect Theory and compared them with a multicriteria method that does not use that theory. From a comparative analysis, it was realized that the different variations of the TODIM method regarding the incorporation of Prospect Theory’s rationality within the context of Multicriteria Decision Aid still do not bring the benefits of an already consolidated theory to the context of decision-making aid. Thus, it is suggested that further studies be conducted to improve the adherence of Prospect Theory within the structure of the TODIM method, so that the benefits of a consolidated theory of decision lead to better results, notably from the perspective of using the method for the purposes of forecast.
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spelling Comparative analysis of the todim method adherence to prospect theoryTODIMProspect TheoryMulticriteria Decision AidRisk AversionProspect Theory provides a broad and solid frame of reference for modeling the decision making of rational agents. In the early 1990s, the structure of Prospect Theory was used to propose a method to aid a multicriteria decision based on the process of paired comparison. The research reported in this article has empirically assessed the adherence of the mathematical model of the original TODIM method, together with its variations available in the literature, to Prospect Theory and compared them with a multicriteria method that does not use that theory. From a comparative analysis, it was realized that the different variations of the TODIM method regarding the incorporation of Prospect Theory’s rationality within the context of Multicriteria Decision Aid still do not bring the benefits of an already consolidated theory to the context of decision-making aid. Thus, it is suggested that further studies be conducted to improve the adherence of Prospect Theory within the structure of the TODIM method, so that the benefits of a consolidated theory of decision lead to better results, notably from the perspective of using the method for the purposes of forecast.Independent2021-10-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/htmlhttp://www.ijmp.jor.br/index.php/ijmp/article/view/146810.14807/ijmp.v12i7.1468Independent Journal of Management & Production; Vol. 12 No. 7 (2021): Independent Journal of Management & Production; 1935-19472236-269X2236-269Xreponame:Independent Journal of Management & Productioninstname:Instituto Federal de Educação, Ciência e Tecnologia de São Paulo (IFSP)instacron:IJM&Penghttp://www.ijmp.jor.br/index.php/ijmp/article/view/1468/1897http://www.ijmp.jor.br/index.php/ijmp/article/view/1468/1898Copyright (c) 2021 Alexandre Leoneti, Luiz Flávio Autran Monteiro Gomeshttp://creativecommons.org/licenses/by-nc-sa/4.0info:eu-repo/semantics/openAccessLeoneti, AlexandreGomes, Luiz Flávio Autran Monteiro2021-12-02T01:56:05Zoai:www.ijmp.jor.br:article/1468Revistahttp://www.ijmp.jor.br/PUBhttp://www.ijmp.jor.br/index.php/ijmp/oaiijmp@ijmp.jor.br||paulo@paulorodrigues.pro.br||2236-269X2236-269Xopendoar:2021-12-02T01:56:05Independent Journal of Management & Production - Instituto Federal de Educação, Ciência e Tecnologia de São Paulo (IFSP)false
dc.title.none.fl_str_mv Comparative analysis of the todim method adherence to prospect theory
title Comparative analysis of the todim method adherence to prospect theory
spellingShingle Comparative analysis of the todim method adherence to prospect theory
Leoneti, Alexandre
TODIM
Prospect Theory
Multicriteria Decision Aid
Risk Aversion
title_short Comparative analysis of the todim method adherence to prospect theory
title_full Comparative analysis of the todim method adherence to prospect theory
title_fullStr Comparative analysis of the todim method adherence to prospect theory
title_full_unstemmed Comparative analysis of the todim method adherence to prospect theory
title_sort Comparative analysis of the todim method adherence to prospect theory
author Leoneti, Alexandre
author_facet Leoneti, Alexandre
Gomes, Luiz Flávio Autran Monteiro
author_role author
author2 Gomes, Luiz Flávio Autran Monteiro
author2_role author
dc.contributor.author.fl_str_mv Leoneti, Alexandre
Gomes, Luiz Flávio Autran Monteiro
dc.subject.por.fl_str_mv TODIM
Prospect Theory
Multicriteria Decision Aid
Risk Aversion
topic TODIM
Prospect Theory
Multicriteria Decision Aid
Risk Aversion
description Prospect Theory provides a broad and solid frame of reference for modeling the decision making of rational agents. In the early 1990s, the structure of Prospect Theory was used to propose a method to aid a multicriteria decision based on the process of paired comparison. The research reported in this article has empirically assessed the adherence of the mathematical model of the original TODIM method, together with its variations available in the literature, to Prospect Theory and compared them with a multicriteria method that does not use that theory. From a comparative analysis, it was realized that the different variations of the TODIM method regarding the incorporation of Prospect Theory’s rationality within the context of Multicriteria Decision Aid still do not bring the benefits of an already consolidated theory to the context of decision-making aid. Thus, it is suggested that further studies be conducted to improve the adherence of Prospect Theory within the structure of the TODIM method, so that the benefits of a consolidated theory of decision lead to better results, notably from the perspective of using the method for the purposes of forecast.
publishDate 2021
dc.date.none.fl_str_mv 2021-10-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://www.ijmp.jor.br/index.php/ijmp/article/view/1468
10.14807/ijmp.v12i7.1468
url http://www.ijmp.jor.br/index.php/ijmp/article/view/1468
identifier_str_mv 10.14807/ijmp.v12i7.1468
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv http://www.ijmp.jor.br/index.php/ijmp/article/view/1468/1897
http://www.ijmp.jor.br/index.php/ijmp/article/view/1468/1898
dc.rights.driver.fl_str_mv Copyright (c) 2021 Alexandre Leoneti, Luiz Flávio Autran Monteiro Gomes
http://creativecommons.org/licenses/by-nc-sa/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2021 Alexandre Leoneti, Luiz Flávio Autran Monteiro Gomes
http://creativecommons.org/licenses/by-nc-sa/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
text/html
dc.publisher.none.fl_str_mv Independent
publisher.none.fl_str_mv Independent
dc.source.none.fl_str_mv Independent Journal of Management & Production; Vol. 12 No. 7 (2021): Independent Journal of Management & Production; 1935-1947
2236-269X
2236-269X
reponame:Independent Journal of Management & Production
instname:Instituto Federal de Educação, Ciência e Tecnologia de São Paulo (IFSP)
instacron:IJM&P
instname_str Instituto Federal de Educação, Ciência e Tecnologia de São Paulo (IFSP)
instacron_str IJM&P
institution IJM&P
reponame_str Independent Journal of Management & Production
collection Independent Journal of Management & Production
repository.name.fl_str_mv Independent Journal of Management & Production - Instituto Federal de Educação, Ciência e Tecnologia de São Paulo (IFSP)
repository.mail.fl_str_mv ijmp@ijmp.jor.br||paulo@paulorodrigues.pro.br||
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