A Two-Stage DEA Model to Evaluate the Performance of Iberian Banks
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10400.22/20712 |
Resumo: | This paper’s goal is twofold: it aims to assess the performance of 58 Iberian banks and explore the relationship between such performance and the banks’ Intellectual Capital (IC) efficiency during a post-crisis period. As long as the authors are aware, there is a gap in the literature in exploring the relationship between banks’ global performance and IC efficiency. First, the Data Envelopment Analysis model was adopted to measure the efficiency of Iberian banks and rank them according to their performance. Data were collected digitally, specifically by using the Bankscope database provided by Bureau van Dijk. Results show that by improving their resources management practices, banks can significantly increase their efficiency. Then, fractional regressions were used to infer the relationship between IC’s efficiency and the scores obtained in the first stage. Results suggest that Iberian banks’ global performance is mainly determined by their human capital efficiency. Finally, this study stresses the importance of IC measurement to support more efficient decision-making by bank managers. |
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A Two-Stage DEA Model to Evaluate the Performance of Iberian BanksIntellectual CapitalVAICBanking efficiencyTwo-stage efficiencyData envelopment analysisFractional regressionsThis paper’s goal is twofold: it aims to assess the performance of 58 Iberian banks and explore the relationship between such performance and the banks’ Intellectual Capital (IC) efficiency during a post-crisis period. As long as the authors are aware, there is a gap in the literature in exploring the relationship between banks’ global performance and IC efficiency. First, the Data Envelopment Analysis model was adopted to measure the efficiency of Iberian banks and rank them according to their performance. Data were collected digitally, specifically by using the Bankscope database provided by Bureau van Dijk. Results show that by improving their resources management practices, banks can significantly increase their efficiency. Then, fractional regressions were used to infer the relationship between IC’s efficiency and the scores obtained in the first stage. Results suggest that Iberian banks’ global performance is mainly determined by their human capital efficiency. Finally, this study stresses the importance of IC measurement to support more efficient decision-making by bank managers.This work was supported by NECE-UBI, Research Unit in Business Science and Economics, sponsored by the Portuguese Foundation for the Development of Science and Technology, project UIDB/04630/2020, funded by national funds through FCT - Fundação para a Ciência e a Tecnologia. The authors (José Vale, Rui Bertuzi and Ana Maria Bandeira) would like to thanks CEOS.PPMDPIRepositório Científico do Instituto Politécnico do PortoMoutinho, VictorVale, JoséBertuzi da Silva, RuiBandeira, Ana M.Palhares, José2022-07-25T14:18:36Z20212021-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.22/20712eng10.3390/economies9030115info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-13T13:16:15Zoai:recipp.ipp.pt:10400.22/20712Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:40:48.552910Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
A Two-Stage DEA Model to Evaluate the Performance of Iberian Banks |
title |
A Two-Stage DEA Model to Evaluate the Performance of Iberian Banks |
spellingShingle |
A Two-Stage DEA Model to Evaluate the Performance of Iberian Banks Moutinho, Victor Intellectual Capital VAIC Banking efficiency Two-stage efficiency Data envelopment analysis Fractional regressions |
title_short |
A Two-Stage DEA Model to Evaluate the Performance of Iberian Banks |
title_full |
A Two-Stage DEA Model to Evaluate the Performance of Iberian Banks |
title_fullStr |
A Two-Stage DEA Model to Evaluate the Performance of Iberian Banks |
title_full_unstemmed |
A Two-Stage DEA Model to Evaluate the Performance of Iberian Banks |
title_sort |
A Two-Stage DEA Model to Evaluate the Performance of Iberian Banks |
author |
Moutinho, Victor |
author_facet |
Moutinho, Victor Vale, José Bertuzi da Silva, Rui Bandeira, Ana M. Palhares, José |
author_role |
author |
author2 |
Vale, José Bertuzi da Silva, Rui Bandeira, Ana M. Palhares, José |
author2_role |
author author author author |
dc.contributor.none.fl_str_mv |
Repositório Científico do Instituto Politécnico do Porto |
dc.contributor.author.fl_str_mv |
Moutinho, Victor Vale, José Bertuzi da Silva, Rui Bandeira, Ana M. Palhares, José |
dc.subject.por.fl_str_mv |
Intellectual Capital VAIC Banking efficiency Two-stage efficiency Data envelopment analysis Fractional regressions |
topic |
Intellectual Capital VAIC Banking efficiency Two-stage efficiency Data envelopment analysis Fractional regressions |
description |
This paper’s goal is twofold: it aims to assess the performance of 58 Iberian banks and explore the relationship between such performance and the banks’ Intellectual Capital (IC) efficiency during a post-crisis period. As long as the authors are aware, there is a gap in the literature in exploring the relationship between banks’ global performance and IC efficiency. First, the Data Envelopment Analysis model was adopted to measure the efficiency of Iberian banks and rank them according to their performance. Data were collected digitally, specifically by using the Bankscope database provided by Bureau van Dijk. Results show that by improving their resources management practices, banks can significantly increase their efficiency. Then, fractional regressions were used to infer the relationship between IC’s efficiency and the scores obtained in the first stage. Results suggest that Iberian banks’ global performance is mainly determined by their human capital efficiency. Finally, this study stresses the importance of IC measurement to support more efficient decision-making by bank managers. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021 2021-01-01T00:00:00Z 2022-07-25T14:18:36Z |
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://hdl.handle.net/10400.22/20712 |
url |
http://hdl.handle.net/10400.22/20712 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
10.3390/economies9030115 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
MDPI |
publisher.none.fl_str_mv |
MDPI |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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1799131496348385280 |