Comparative analysis of the todim method adherence to prospect theory
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | |
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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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|| |
_version_ |
1797220493595508736 |