Two-stage DEA in banks: Terminological controversies and future directions
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1016/j.eswa.2020.113632 http://hdl.handle.net/11449/201943 |
Resumo: | Given the importance that two-stage Data Envelopment Analysis (DEA) models have attained in recent years, this paper presents a systematic review of the literature on the topic focusing on the banking industry. We discuss the two-stage terminology itself, which is not yet not consolidated. We also discuss the current state-of-the-art and present opportunities, as well as challenges, for future studies. We analyse 59 papers, divided them into ten classes that cover various perspectives of two stage DEA studies, such as the economic context, geographic region of the banking units, methodological characteristics, and type of the models, either internal or external. Additionally, we investigate several controversial points regarding two-stage DEA models, such as the variable selection approach, the technique used in the second stage, and the possible impact of non-discretionary variables on efficiency. Results of the literature review indicate the lack of a uniform or universal terminology for two-stage DEA models in the baking industry. Moreover, the main objective of most papers involves extending or improving DEA models. Radial models, with variable returns of scale, and the intermediation approach are the most frequent configurations. Finally, we identify seven gaps in the literature for both internal and external two-stage DEA models and two specific gaps to external ones. Each gap is discussed in depth in the text and can be considered opportunities for future studies. |
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Two-stage DEA in banks: Terminological controversies and future directionsBanksLiterature reviewTwo-stage DEAGiven the importance that two-stage Data Envelopment Analysis (DEA) models have attained in recent years, this paper presents a systematic review of the literature on the topic focusing on the banking industry. We discuss the two-stage terminology itself, which is not yet not consolidated. We also discuss the current state-of-the-art and present opportunities, as well as challenges, for future studies. We analyse 59 papers, divided them into ten classes that cover various perspectives of two stage DEA studies, such as the economic context, geographic region of the banking units, methodological characteristics, and type of the models, either internal or external. Additionally, we investigate several controversial points regarding two-stage DEA models, such as the variable selection approach, the technique used in the second stage, and the possible impact of non-discretionary variables on efficiency. Results of the literature review indicate the lack of a uniform or universal terminology for two-stage DEA models in the baking industry. Moreover, the main objective of most papers involves extending or improving DEA models. Radial models, with variable returns of scale, and the intermediation approach are the most frequent configurations. Finally, we identify seven gaps in the literature for both internal and external two-stage DEA models and two specific gaps to external ones. Each gap is discussed in depth in the text and can be considered opportunities for future studies.University of Brasília Department of Management, Campus Darcy RibeiroProduction Engineering Department São Paulo State University (UNESP), Av. Eng. Luiz Edmundo C. Coube 14-01Production Engineering Department São Paulo State University (UNESP), Av. Eng. Luiz Edmundo C. Coube 14-01University of BrasíliaUniversidade Estadual Paulista (Unesp)Henriques, Iago CotrimSobreiro, Vinicius AmorimKimura, HerbertMariano, Enzo Barberio [UNESP]2020-12-12T02:45:49Z2020-12-12T02:45:49Z2020-12-15info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1016/j.eswa.2020.113632Expert Systems with Applications, v. 161.0957-4174http://hdl.handle.net/11449/20194310.1016/j.eswa.2020.1136322-s2.0-85087692843Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengExpert Systems with Applicationsinfo:eu-repo/semantics/openAccess2024-06-28T13:18:08Zoai:repositorio.unesp.br:11449/201943Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T16:53:42.297462Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Two-stage DEA in banks: Terminological controversies and future directions |
title |
Two-stage DEA in banks: Terminological controversies and future directions |
spellingShingle |
Two-stage DEA in banks: Terminological controversies and future directions Henriques, Iago Cotrim Banks Literature review Two-stage DEA |
title_short |
Two-stage DEA in banks: Terminological controversies and future directions |
title_full |
Two-stage DEA in banks: Terminological controversies and future directions |
title_fullStr |
Two-stage DEA in banks: Terminological controversies and future directions |
title_full_unstemmed |
Two-stage DEA in banks: Terminological controversies and future directions |
title_sort |
Two-stage DEA in banks: Terminological controversies and future directions |
author |
Henriques, Iago Cotrim |
author_facet |
Henriques, Iago Cotrim Sobreiro, Vinicius Amorim Kimura, Herbert Mariano, Enzo Barberio [UNESP] |
author_role |
author |
author2 |
Sobreiro, Vinicius Amorim Kimura, Herbert Mariano, Enzo Barberio [UNESP] |
author2_role |
author author author |
dc.contributor.none.fl_str_mv |
University of Brasília Universidade Estadual Paulista (Unesp) |
dc.contributor.author.fl_str_mv |
Henriques, Iago Cotrim Sobreiro, Vinicius Amorim Kimura, Herbert Mariano, Enzo Barberio [UNESP] |
dc.subject.por.fl_str_mv |
Banks Literature review Two-stage DEA |
topic |
Banks Literature review Two-stage DEA |
description |
Given the importance that two-stage Data Envelopment Analysis (DEA) models have attained in recent years, this paper presents a systematic review of the literature on the topic focusing on the banking industry. We discuss the two-stage terminology itself, which is not yet not consolidated. We also discuss the current state-of-the-art and present opportunities, as well as challenges, for future studies. We analyse 59 papers, divided them into ten classes that cover various perspectives of two stage DEA studies, such as the economic context, geographic region of the banking units, methodological characteristics, and type of the models, either internal or external. Additionally, we investigate several controversial points regarding two-stage DEA models, such as the variable selection approach, the technique used in the second stage, and the possible impact of non-discretionary variables on efficiency. Results of the literature review indicate the lack of a uniform or universal terminology for two-stage DEA models in the baking industry. Moreover, the main objective of most papers involves extending or improving DEA models. Radial models, with variable returns of scale, and the intermediation approach are the most frequent configurations. Finally, we identify seven gaps in the literature for both internal and external two-stage DEA models and two specific gaps to external ones. Each gap is discussed in depth in the text and can be considered opportunities for future studies. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020-12-12T02:45:49Z 2020-12-12T02:45:49Z 2020-12-15 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1016/j.eswa.2020.113632 Expert Systems with Applications, v. 161. 0957-4174 http://hdl.handle.net/11449/201943 10.1016/j.eswa.2020.113632 2-s2.0-85087692843 |
url |
http://dx.doi.org/10.1016/j.eswa.2020.113632 http://hdl.handle.net/11449/201943 |
identifier_str_mv |
Expert Systems with Applications, v. 161. 0957-4174 10.1016/j.eswa.2020.113632 2-s2.0-85087692843 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Expert Systems with Applications |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.source.none.fl_str_mv |
Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
|
_version_ |
1808128716788727808 |