A regional Kohonen map of financial inclusion and related macroeconomic variables

Autores
Orazi, Sofia; Martinez, Lisana Belén; Vigier, Hernan Pedro; Guercio, María Belén
Año de publicación
2020
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Financial inclusion increases savings, promotes investment and the expansion of the domestic market, and consequently favors economic growth. In this work, the evolution of a set of indicators of financial inclusion is analyzed simultaneously with a group of macroeconomic variables. The methodology applied is a particular type of neural network, called Self Organizing Maps (SOM). The data is for the years 2011, 2014 and 2017 including data from 37 countries belonging to three great regions: Latin America, Europe and Asia. The results show that there are five groups of countries with similar characteristics of financial inclusion and macroeconomic indicators, nonetheless, there are countries that move through different groups over the years studied. Also, there is evidence that the macroeconomic variables are related with the levels of financial inclusion; those countries with great GDP per capita, higher education and employment, present better levels of financial inclusion.
Fil: Orazi, Sofia. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Investigaciones Económicas y Sociales del Sur. Universidad Nacional del Sur. Departamento de Economía. Instituto de Investigaciones Económicas y Sociales del Sur; Argentina. Universidad Nacional del Sur. Departamento de Economía; Argentina
Fil: Martinez, Lisana Belén. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Investigaciones Económicas y Sociales del Sur. Universidad Nacional del Sur. Departamento de Economía. Instituto de Investigaciones Económicas y Sociales del Sur; Argentina. Provincia de Buenos Aires. Dirección General de Cultura y Educación. Universidad Provincial del Sudoeste; Argentina
Fil: Vigier, Hernan Pedro. Provincia de Buenos Aires. Gobernación. Comisión de Investigaciones Científicas; Argentina. Provincia de Buenos Aires. Dirección General de Cultura y Educación. Universidad Provincial del Sudoeste; Argentina
Fil: Guercio, María Belén. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Investigaciones Económicas y Sociales del Sur. Universidad Nacional del Sur. Departamento de Economía. Instituto de Investigaciones Económicas y Sociales del Sur; Argentina
Materia
ASIAN TIGERS
EUROPE
FINANCIAL INCLUSION
LATIN AMERICA
SELF-ORGANIZING MAPS
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/127012
Acceder
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repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling A regional Kohonen map of financial inclusion and related macroeconomic variablesOrazi, SofiaMartinez, Lisana BelénVigier, Hernan PedroGuercio, María BelénASIAN TIGERSEUROPEFINANCIAL INCLUSIONLATIN AMERICASELF-ORGANIZING MAPShttps://purl.org/becyt/ford/5.2https://purl.org/becyt/ford/5Financial inclusion increases savings, promotes investment and the expansion of the domestic market, and consequently favors economic growth. In this work, the evolution of a set of indicators of financial inclusion is analyzed simultaneously with a group of macroeconomic variables. The methodology applied is a particular type of neural network, called Self Organizing Maps (SOM). The data is for the years 2011, 2014 and 2017 including data from 37 countries belonging to three great regions: Latin America, Europe and Asia. The results show that there are five groups of countries with similar characteristics of financial inclusion and macroeconomic indicators, nonetheless, there are countries that move through different groups over the years studied. Also, there is evidence that the macroeconomic variables are related with the levels of financial inclusion; those countries with great GDP per capita, higher education and employment, present better levels of financial inclusion.Fil: Orazi, Sofia. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Investigaciones Económicas y Sociales del Sur. Universidad Nacional del Sur. Departamento de Economía. Instituto de Investigaciones Económicas y Sociales del Sur; Argentina. Universidad Nacional del Sur. Departamento de Economía; ArgentinaFil: Martinez, Lisana Belén. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Investigaciones Económicas y Sociales del Sur. Universidad Nacional del Sur. Departamento de Economía. Instituto de Investigaciones Económicas y Sociales del Sur; Argentina. Provincia de Buenos Aires. Dirección General de Cultura y Educación. Universidad Provincial del Sudoeste; ArgentinaFil: Vigier, Hernan Pedro. Provincia de Buenos Aires. Gobernación. Comisión de Investigaciones Científicas; Argentina. Provincia de Buenos Aires. Dirección General de Cultura y Educación. Universidad Provincial del Sudoeste; ArgentinaFil: Guercio, María Belén. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Investigaciones Económicas y Sociales del Sur. Universidad Nacional del Sur. Departamento de Economía. Instituto de Investigaciones Económicas y Sociales del Sur; ArgentinaAcad Economic Studies2020-09info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/127012Orazi, Sofia; Martinez, Lisana Belén; Vigier, Hernan Pedro; Guercio, María Belén; A regional Kohonen map of financial inclusion and related macroeconomic variables; Acad Economic Studies; Economic Computation and Economic Cybernetics Studies and Research; 54; 3; 9-2020; 179-1950424-267X1842–3264CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.24818/18423264/54.3.20.11info:eu-repo/semantics/altIdentifier/url/http://ecocyb.ase.ro/Articles2020_3.htminfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-29T10:39:33Zoai:ri.conicet.gov.ar:11336/127012instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-29 10:39:33.464CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv A regional Kohonen map of financial inclusion and related macroeconomic variables
title A regional Kohonen map of financial inclusion and related macroeconomic variables
spellingShingle A regional Kohonen map of financial inclusion and related macroeconomic variables
Orazi, Sofia
ASIAN TIGERS
EUROPE
FINANCIAL INCLUSION
LATIN AMERICA
SELF-ORGANIZING MAPS
title_short A regional Kohonen map of financial inclusion and related macroeconomic variables
title_full A regional Kohonen map of financial inclusion and related macroeconomic variables
title_fullStr A regional Kohonen map of financial inclusion and related macroeconomic variables
title_full_unstemmed A regional Kohonen map of financial inclusion and related macroeconomic variables
title_sort A regional Kohonen map of financial inclusion and related macroeconomic variables
dc.creator.none.fl_str_mv Orazi, Sofia
Martinez, Lisana Belén
Vigier, Hernan Pedro
Guercio, María Belén
author Orazi, Sofia
author_facet Orazi, Sofia
Martinez, Lisana Belén
Vigier, Hernan Pedro
Guercio, María Belén
author_role author
author2 Martinez, Lisana Belén
Vigier, Hernan Pedro
Guercio, María Belén
author2_role author
author
author
dc.subject.none.fl_str_mv ASIAN TIGERS
EUROPE
FINANCIAL INCLUSION
LATIN AMERICA
SELF-ORGANIZING MAPS
topic ASIAN TIGERS
EUROPE
FINANCIAL INCLUSION
LATIN AMERICA
SELF-ORGANIZING MAPS
purl_subject.fl_str_mv https://purl.org/becyt/ford/5.2
https://purl.org/becyt/ford/5
dc.description.none.fl_txt_mv Financial inclusion increases savings, promotes investment and the expansion of the domestic market, and consequently favors economic growth. In this work, the evolution of a set of indicators of financial inclusion is analyzed simultaneously with a group of macroeconomic variables. The methodology applied is a particular type of neural network, called Self Organizing Maps (SOM). The data is for the years 2011, 2014 and 2017 including data from 37 countries belonging to three great regions: Latin America, Europe and Asia. The results show that there are five groups of countries with similar characteristics of financial inclusion and macroeconomic indicators, nonetheless, there are countries that move through different groups over the years studied. Also, there is evidence that the macroeconomic variables are related with the levels of financial inclusion; those countries with great GDP per capita, higher education and employment, present better levels of financial inclusion.
Fil: Orazi, Sofia. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Investigaciones Económicas y Sociales del Sur. Universidad Nacional del Sur. Departamento de Economía. Instituto de Investigaciones Económicas y Sociales del Sur; Argentina. Universidad Nacional del Sur. Departamento de Economía; Argentina
Fil: Martinez, Lisana Belén. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Investigaciones Económicas y Sociales del Sur. Universidad Nacional del Sur. Departamento de Economía. Instituto de Investigaciones Económicas y Sociales del Sur; Argentina. Provincia de Buenos Aires. Dirección General de Cultura y Educación. Universidad Provincial del Sudoeste; Argentina
Fil: Vigier, Hernan Pedro. Provincia de Buenos Aires. Gobernación. Comisión de Investigaciones Científicas; Argentina. Provincia de Buenos Aires. Dirección General de Cultura y Educación. Universidad Provincial del Sudoeste; Argentina
Fil: Guercio, María Belén. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Bahía Blanca. Instituto de Investigaciones Económicas y Sociales del Sur. Universidad Nacional del Sur. Departamento de Economía. Instituto de Investigaciones Económicas y Sociales del Sur; Argentina
description Financial inclusion increases savings, promotes investment and the expansion of the domestic market, and consequently favors economic growth. In this work, the evolution of a set of indicators of financial inclusion is analyzed simultaneously with a group of macroeconomic variables. The methodology applied is a particular type of neural network, called Self Organizing Maps (SOM). The data is for the years 2011, 2014 and 2017 including data from 37 countries belonging to three great regions: Latin America, Europe and Asia. The results show that there are five groups of countries with similar characteristics of financial inclusion and macroeconomic indicators, nonetheless, there are countries that move through different groups over the years studied. Also, there is evidence that the macroeconomic variables are related with the levels of financial inclusion; those countries with great GDP per capita, higher education and employment, present better levels of financial inclusion.
publishDate 2020
dc.date.none.fl_str_mv 2020-09
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/127012
Orazi, Sofia; Martinez, Lisana Belén; Vigier, Hernan Pedro; Guercio, María Belén; A regional Kohonen map of financial inclusion and related macroeconomic variables; Acad Economic Studies; Economic Computation and Economic Cybernetics Studies and Research; 54; 3; 9-2020; 179-195
0424-267X
1842–3264
CONICET Digital
CONICET
url http://hdl.handle.net/11336/127012
identifier_str_mv Orazi, Sofia; Martinez, Lisana Belén; Vigier, Hernan Pedro; Guercio, María Belén; A regional Kohonen map of financial inclusion and related macroeconomic variables; Acad Economic Studies; Economic Computation and Economic Cybernetics Studies and Research; 54; 3; 9-2020; 179-195
0424-267X
1842–3264
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.24818/18423264/54.3.20.11
info:eu-repo/semantics/altIdentifier/url/http://ecocyb.ase.ro/Articles2020_3.htm
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Acad Economic Studies
publisher.none.fl_str_mv Acad Economic Studies
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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score 13.069144

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