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
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/127012
Ver los metadatos del registro completo
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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 Técnicas2025-09-03T10:09:20Zoai: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:34982025-09-03 10:09:20.78CONICET 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 |
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CONICET Digital (CONICET) |
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Consejo Nacional de Investigaciones Científicas y Técnicas |
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CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas |
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dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar |
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