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...
Autor: | |
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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 |
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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 |
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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).
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).