Factors that Influence the Credit Risk of Peruvian Microfinance Institutions: Municipal Savings and Credit Banks

Descripción del Articulo

  The microfinance industry in Peru is constantly seeking to identify the factors that allow it to have better management and control its level of delinquency, since in recent years there has been a significant increase in provisions, reflected in the decrease in the economic results of an...

Descripción completa

Detalles Bibliográficos
Autor: Toledo Concha, Emerson
Formato: artículo
Fecha de Publicación:2022
Institución:Pontificia Universidad Católica del Perú
Repositorio:Revistas - Pontificia Universidad Católica del Perú
Lenguaje:español
OAI Identifier:oai:ojs.pkp.sfu.ca:article/26059
Enlace del recurso:http://revistas.pucp.edu.pe/index.php/360gestion/article/view/26059
Nivel de acceso:acceso abierto
Materia:Microfinance
CRISP-DM
Delinquency
Credit risk
Microfinanzas
Morosidad
Riesgo de crédito
id REVPUCP_ec5ff727cd10ac20e71f4a4449f8384e
oai_identifier_str oai:ojs.pkp.sfu.ca:article/26059
network_acronym_str REVPUCP
network_name_str Revistas - Pontificia Universidad Católica del Perú
repository_id_str
spelling Factors that Influence the Credit Risk of Peruvian Microfinance Institutions: Municipal Savings and Credit BanksFactores que influyen en el riesgo de crédito de instituciones microfinancieras peruanas: Cajas Municipales de Ahorro y CréditoToledo Concha, EmersonMicrofinanceCRISP-DMDelinquencyCredit riskMicrofinanzasCRISP-DMMorosidadRiesgo de crédito  The microfinance industry in Peru is constantly seeking to identify the factors that allow it to have better management and control its level of delinquency, since in recent years there has been a significant increase in provisions, reflected in the decrease in the economic results of an important group of microfinance institutions. The objective of this research work is to analyze whether the management decisions in reference to the size of the average portfolio per debtor and the total number of debtors per employee were determining factors that impacted the credit risk of the municipal savings and credit banks in Peru between the years 2016-2019. This research has a quantitative approach, for whose purpose the historical data information has been processed using a statistical tool (CRISP-DM), as well as data mining techniques and the use of logistics regressions. In addition, the results have been corroborated by experts in the microfinance sector. The relevance of this research lies in allowing the making of better strategic decisions that lead to a better control of the delinquency indicator and, therefore, to the improvements of results by this group of institutions.   La industria microfinanciera en el Perú busca constantemente identificar los factores que le permitan tener una mejor gestión y controlar su nivel de morosidad, puesto que en los últimos años se observa un importante incremento de provisiones, y ello se refleja en la disminución de los resultados económicos de un importante grupo de instituciones microfinancieras. El presente trabajo de investigación tiene como objetivo analizar si las decisiones de gestión en referencia al tamaño de la cartera promedio por deudor y el total de deudores por empleados son factores determinantes que impactaron en el riesgo de crédito de las cajas municipales de ahorro y crédito en el Perú entre los años 2016-2019. Esta investigación tiene un enfoque cuantitativo, para cuyo fin la información histórica de datos ha sido procesada utilizando una herramienta estadística (CRISP-DM), además de técnicas de minería de datos y el uso de regresiones logísticas. Adicionalmente, los resultados han sido corroborados por expertos en el sector microfinanciero. La relevancia de esta investigación radica en permitir la toma de mejores decisiones estratégicas que lleven a un mejor control del indicador de morosidad y, por ende, a que este grupo de instituciones pueda mejorar sus resultados. Pontificia Universidad Católica del Perú2022-11-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/htmlapplication/epub+ziphttp://revistas.pucp.edu.pe/index.php/360gestion/article/view/26059360: Journal of Management Sciences ; No. 7 (2022)360: Revista de Ciencias de la Gestión; Núm. 7 (2022)360: Revista de Ciências da Gestão; n. 7 (2022)2518-04952415-5861reponame:Revistas - Pontificia Universidad Católica del Perúinstname:Pontificia Universidad Católica del Perúinstacron:PUCPspahttp://revistas.pucp.edu.pe/index.php/360gestion/article/view/26059/24514http://revistas.pucp.edu.pe/index.php/360gestion/article/view/26059/24987http://revistas.pucp.edu.pe/index.php/360gestion/article/view/26059/25004Derechos de autor 2023 360: Revista de Ciencias de la Gestióninfo:eu-repo/semantics/openAccessoai:ojs.pkp.sfu.ca:article/260592023-10-25T16:57:12Z
dc.title.none.fl_str_mv Factors that Influence the Credit Risk of Peruvian Microfinance Institutions: Municipal Savings and Credit Banks
Factores que influyen en el riesgo de crédito de instituciones microfinancieras peruanas: Cajas Municipales de Ahorro y Crédito
title Factors that Influence the Credit Risk of Peruvian Microfinance Institutions: Municipal Savings and Credit Banks
spellingShingle Factors that Influence the Credit Risk of Peruvian Microfinance Institutions: Municipal Savings and Credit Banks
Toledo Concha, Emerson
Microfinance
CRISP-DM
Delinquency
Credit risk
Microfinanzas
CRISP-DM
Morosidad
Riesgo de crédito
title_short Factors that Influence the Credit Risk of Peruvian Microfinance Institutions: Municipal Savings and Credit Banks
title_full Factors that Influence the Credit Risk of Peruvian Microfinance Institutions: Municipal Savings and Credit Banks
title_fullStr Factors that Influence the Credit Risk of Peruvian Microfinance Institutions: Municipal Savings and Credit Banks
title_full_unstemmed Factors that Influence the Credit Risk of Peruvian Microfinance Institutions: Municipal Savings and Credit Banks
title_sort Factors that Influence the Credit Risk of Peruvian Microfinance Institutions: Municipal Savings and Credit Banks
dc.creator.none.fl_str_mv Toledo Concha, Emerson
author Toledo Concha, Emerson
author_facet Toledo Concha, Emerson
author_role author
dc.subject.none.fl_str_mv Microfinance
CRISP-DM
Delinquency
Credit risk
Microfinanzas
CRISP-DM
Morosidad
Riesgo de crédito
topic Microfinance
CRISP-DM
Delinquency
Credit risk
Microfinanzas
CRISP-DM
Morosidad
Riesgo de crédito
description   The microfinance industry in Peru is constantly seeking to identify the factors that allow it to have better management and control its level of delinquency, since in recent years there has been a significant increase in provisions, reflected in the decrease in the economic results of an important group of microfinance institutions. The objective of this research work is to analyze whether the management decisions in reference to the size of the average portfolio per debtor and the total number of debtors per employee were determining factors that impacted the credit risk of the municipal savings and credit banks in Peru between the years 2016-2019. This research has a quantitative approach, for whose purpose the historical data information has been processed using a statistical tool (CRISP-DM), as well as data mining techniques and the use of logistics regressions. In addition, the results have been corroborated by experts in the microfinance sector. The relevance of this research lies in allowing the making of better strategic decisions that lead to a better control of the delinquency indicator and, therefore, to the improvements of results by this group of institutions.  
publishDate 2022
dc.date.none.fl_str_mv 2022-11-01
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://revistas.pucp.edu.pe/index.php/360gestion/article/view/26059
url http://revistas.pucp.edu.pe/index.php/360gestion/article/view/26059
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv http://revistas.pucp.edu.pe/index.php/360gestion/article/view/26059/24514
http://revistas.pucp.edu.pe/index.php/360gestion/article/view/26059/24987
http://revistas.pucp.edu.pe/index.php/360gestion/article/view/26059/25004
dc.rights.none.fl_str_mv Derechos de autor 2023 360: Revista de Ciencias de la Gestión
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Derechos de autor 2023 360: Revista de Ciencias de la Gestión
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
text/html
application/epub+zip
dc.publisher.none.fl_str_mv Pontificia Universidad Católica del Perú
publisher.none.fl_str_mv Pontificia Universidad Católica del Perú
dc.source.none.fl_str_mv 360: Journal of Management Sciences ; No. 7 (2022)
360: Revista de Ciencias de la Gestión; Núm. 7 (2022)
360: Revista de Ciências da Gestão; n. 7 (2022)
2518-0495
2415-5861
reponame:Revistas - Pontificia Universidad Católica del Perú
instname:Pontificia Universidad Católica del Perú
instacron:PUCP
instname_str Pontificia Universidad Católica del Perú
instacron_str PUCP
institution PUCP
reponame_str Revistas - Pontificia Universidad Católica del Perú
collection Revistas - Pontificia Universidad Católica del Perú
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1844706452425408512
score 13.914502
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).