Non-performing loans' impact on bank efficiency: An empirical analysis on Chinese state-owned banks

Detalhes bibliográficos
Autor(a) principal: Ning Xingyu
Data de Publicação: 2022
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10071/25525
Resumo: This research investigates the impact of non-performing loans on bank efficiency in Chinese state-owned banking sector. The results indicate a negative effect of non-performing loans on bank efficiency in Chinese State-owned banks throughout 2011Q1 - 2021Q3. We take seasonal revenue as the indicator of bank efficiency in our baseline models and seasonal profit denoting bank inefficiency in our robustness test. The findings of our study highlight non-performing loans are an important indicator of bank inefficiency in Chinese SOBs (State-owned banks). We applied Prais-Winsten regression to our panel data, which is a special case of Feasible Generalized Least Squares (FGLS), to correct the serial correlation and cross-sectional correlation of our fixed effect model. The novelty of our paper also lies in the application of FGLS to the study of non-performing loans. Overall, the implication of our research is in line with the extant literature that policy makers should consider reducing non-performing loans in the post-crisis era to improve the efficiency in banks.
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spelling Non-performing loans' impact on bank efficiency: An empirical analysis on Chinese state-owned banksNon-performing loansBank inefficiencyState-owned banksChinaPrais-Winsten regressionEmpréstimos inadimplentesIneficiência bancáriaBancos estataisRegressão Prais-WinstenThis research investigates the impact of non-performing loans on bank efficiency in Chinese state-owned banking sector. The results indicate a negative effect of non-performing loans on bank efficiency in Chinese State-owned banks throughout 2011Q1 - 2021Q3. We take seasonal revenue as the indicator of bank efficiency in our baseline models and seasonal profit denoting bank inefficiency in our robustness test. The findings of our study highlight non-performing loans are an important indicator of bank inefficiency in Chinese SOBs (State-owned banks). We applied Prais-Winsten regression to our panel data, which is a special case of Feasible Generalized Least Squares (FGLS), to correct the serial correlation and cross-sectional correlation of our fixed effect model. The novelty of our paper also lies in the application of FGLS to the study of non-performing loans. Overall, the implication of our research is in line with the extant literature that policy makers should consider reducing non-performing loans in the post-crisis era to improve the efficiency in banks.Este estudo investiga o impacto dos empréstimos inadimplentes na eficiência dos bancos no setor bancário estatal chinês. Os resultados indicam um efeito negativo dos empréstimos inadimplentes na eficiência bancária em bancos estatais chineses no período de 2011T1 a 2021T3. Consideramos a receita sazonal como o indicador de eficiência do banco nos nossos modelos baseline e o lucro sazonal denotando a ineficiência do banco no nosso teste de robustez. Os resultados da nossa investigação colocam em evidência que os empréstimos inadimplentes são um indicador importante de ineficiência bancária em SOBs (bancos estatais) chineses. Aplicamos a regressão de Prais-Winsten - que é um caso especial de Feasible Generalized Least Squares (FGLS) - aos nossos dados em painel, para corrigir a correlação serial e a correlação transversal do nosso modelo panel data de efeitos fixos. A inovação da nossa investigação também reside na aplicação de FGLS ao estudo do crédito malparado. Em suma, a implicação da nossa investigação está de acordo com a literatura existente de que os policymakers devem considerar a redução de empréstimos inadimplentes na era pós-crise para melhorar a eficiência dos bancos.2022-05-24T11:00:26Z2022-04-28T00:00:00Z2022-04-282022-02info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10071/25525TID:203011031engNing Xingyuinfo: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:RCAAP2023-11-09T17:25:53Zoai:repositorio.iscte-iul.pt:10071/25525Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:11:34.117613Repositório 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 Non-performing loans' impact on bank efficiency: An empirical analysis on Chinese state-owned banks
title Non-performing loans' impact on bank efficiency: An empirical analysis on Chinese state-owned banks
spellingShingle Non-performing loans' impact on bank efficiency: An empirical analysis on Chinese state-owned banks
Ning Xingyu
Non-performing loans
Bank inefficiency
State-owned banks
China
Prais-Winsten regression
Empréstimos inadimplentes
Ineficiência bancária
Bancos estatais
Regressão Prais-Winsten
title_short Non-performing loans' impact on bank efficiency: An empirical analysis on Chinese state-owned banks
title_full Non-performing loans' impact on bank efficiency: An empirical analysis on Chinese state-owned banks
title_fullStr Non-performing loans' impact on bank efficiency: An empirical analysis on Chinese state-owned banks
title_full_unstemmed Non-performing loans' impact on bank efficiency: An empirical analysis on Chinese state-owned banks
title_sort Non-performing loans' impact on bank efficiency: An empirical analysis on Chinese state-owned banks
author Ning Xingyu
author_facet Ning Xingyu
author_role author
dc.contributor.author.fl_str_mv Ning Xingyu
dc.subject.por.fl_str_mv Non-performing loans
Bank inefficiency
State-owned banks
China
Prais-Winsten regression
Empréstimos inadimplentes
Ineficiência bancária
Bancos estatais
Regressão Prais-Winsten
topic Non-performing loans
Bank inefficiency
State-owned banks
China
Prais-Winsten regression
Empréstimos inadimplentes
Ineficiência bancária
Bancos estatais
Regressão Prais-Winsten
description This research investigates the impact of non-performing loans on bank efficiency in Chinese state-owned banking sector. The results indicate a negative effect of non-performing loans on bank efficiency in Chinese State-owned banks throughout 2011Q1 - 2021Q3. We take seasonal revenue as the indicator of bank efficiency in our baseline models and seasonal profit denoting bank inefficiency in our robustness test. The findings of our study highlight non-performing loans are an important indicator of bank inefficiency in Chinese SOBs (State-owned banks). We applied Prais-Winsten regression to our panel data, which is a special case of Feasible Generalized Least Squares (FGLS), to correct the serial correlation and cross-sectional correlation of our fixed effect model. The novelty of our paper also lies in the application of FGLS to the study of non-performing loans. Overall, the implication of our research is in line with the extant literature that policy makers should consider reducing non-performing loans in the post-crisis era to improve the efficiency in banks.
publishDate 2022
dc.date.none.fl_str_mv 2022-05-24T11:00:26Z
2022-04-28T00:00:00Z
2022-04-28
2022-02
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10071/25525
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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