Multiple correspondence analysis between the size of the companies and their economic participation in the State of Mexico

Descripción del Articulo

The present investigation has as purpose the regional economic analysis that contributes in the diagnosis of the sectorial planning of the State of Mexico. To fulfill this purpose, we sought to determine the level of association between the size of the economic units and a set of representative vari...

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Detalles Bibliográficos
Autor: Puebla Maldonado, Armando
Formato: artículo
Fecha de Publicación:2023
Institución:Universidad Nacional Jorge Basadre Grohmann
Repositorio:Revistas - Universidad Nacional Jorge Basadre Grohmann
Lenguaje:español
OAI Identifier:oai:revistas.unjbg.edu.pe:article/1653
Enlace del recurso:https://revistas.unjbg.edu.pe/index.php/eyn/article/view/1653
Nivel de acceso:acceso abierto
Materia:Análisis de correspondencia
asociación
correlación
participación
C21
R12
R11
Correspondence analysis
association
correlation
stake
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network_acronym_str REVUNJBG
network_name_str Revistas - Universidad Nacional Jorge Basadre Grohmann
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dc.title.none.fl_str_mv Multiple correspondence analysis between the size of the companies and their economic participation in the State of Mexico
Análisis de correspondencia múltiple entre el tamaño de las empresas y su participación económica en el Estado de México
title Multiple correspondence analysis between the size of the companies and their economic participation in the State of Mexico
spellingShingle Multiple correspondence analysis between the size of the companies and their economic participation in the State of Mexico
Puebla Maldonado, Armando
Análisis de correspondencia
asociación
correlación
participación
C21
R12
R11
Correspondence analysis
association
correlation
stake
title_short Multiple correspondence analysis between the size of the companies and their economic participation in the State of Mexico
title_full Multiple correspondence analysis between the size of the companies and their economic participation in the State of Mexico
title_fullStr Multiple correspondence analysis between the size of the companies and their economic participation in the State of Mexico
title_full_unstemmed Multiple correspondence analysis between the size of the companies and their economic participation in the State of Mexico
title_sort Multiple correspondence analysis between the size of the companies and their economic participation in the State of Mexico
dc.creator.none.fl_str_mv Puebla Maldonado, Armando
author Puebla Maldonado, Armando
author_facet Puebla Maldonado, Armando
author_role author
dc.subject.none.fl_str_mv Análisis de correspondencia
asociación
correlación
participación
C21
R12
R11
Correspondence analysis
association
correlation
stake
topic Análisis de correspondencia
asociación
correlación
participación
C21
R12
R11
Correspondence analysis
association
correlation
stake
description The present investigation has as purpose the regional economic analysis that contributes in the diagnosis of the sectorial planning of the State of Mexico. To fulfill this purpose, we sought to determine the level of association between the size of the economic units and a set of representative variables of economic activity. The data mining methodology was used to quantitatively and descriptively apply the Multiple Correspondence Analysis (MCA) methodology. The results suggest that there is a moderate positive association level around 50% in two of its indicators: Pearson's association coefficient is 0.4685 and Mathews's is 0.5303. However, in Cramer's V and Total Inertial indicators, there were weak positive correlations of 0.3062 and 0.2812, respectively. Given this situation, discriminant analysis and variance analysis were proposed as an alternative measure, which showed that microenterprises are more associated with Total Employed Personnel (POT) and Total Gross Production (PBT). For its part, the Gross Census Value Added (VACB) and Income from Supplies of Goods and Services (ISBB) with medium and large companies. Likewise, the Chi-Square test, in addition to verifying that the data is statistically significant at 95%, also supports the hypothesis of an association between the size of the economic units and the Economic Participation variables. The results support that public policies should consider the heterogeneity of the productive plant and its economic participation.
publishDate 2023
dc.date.none.fl_str_mv 2023-03-16
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 https://revistas.unjbg.edu.pe/index.php/eyn/article/view/1653
10.33326/27086062.2023.1.1653
url https://revistas.unjbg.edu.pe/index.php/eyn/article/view/1653
identifier_str_mv 10.33326/27086062.2023.1.1653
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistas.unjbg.edu.pe/index.php/eyn/article/view/1653/1938
https://revistas.unjbg.edu.pe/index.php/eyn/article/view/1653/1959
dc.rights.none.fl_str_mv Derechos de autor 2023 Armando Puebla Maldonado
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Derechos de autor 2023 Armando Puebla Maldonado
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
text/html
dc.publisher.none.fl_str_mv Universidad Nacional Jorge Basadre Grohmann
publisher.none.fl_str_mv Universidad Nacional Jorge Basadre Grohmann
dc.source.none.fl_str_mv Economía & Negocios; Vol. 5 Núm. 1 (2023): Economía & Negocios: Abril- Septiembre; 154-174
2708-6062
10.33326/27086062.2023.1
reponame:Revistas - Universidad Nacional Jorge Basadre Grohmann
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reponame_str Revistas - Universidad Nacional Jorge Basadre Grohmann
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spelling Multiple correspondence analysis between the size of the companies and their economic participation in the State of Mexico Análisis de correspondencia múltiple entre el tamaño de las empresas y su participación económica en el Estado de México Puebla Maldonado, ArmandoAnálisis de correspondenciaasociacióncorrelaciónparticipaciónC21R12R11Correspondence analysis associationcorrelationstakeThe present investigation has as purpose the regional economic analysis that contributes in the diagnosis of the sectorial planning of the State of Mexico. To fulfill this purpose, we sought to determine the level of association between the size of the economic units and a set of representative variables of economic activity. The data mining methodology was used to quantitatively and descriptively apply the Multiple Correspondence Analysis (MCA) methodology. The results suggest that there is a moderate positive association level around 50% in two of its indicators: Pearson's association coefficient is 0.4685 and Mathews's is 0.5303. However, in Cramer's V and Total Inertial indicators, there were weak positive correlations of 0.3062 and 0.2812, respectively. Given this situation, discriminant analysis and variance analysis were proposed as an alternative measure, which showed that microenterprises are more associated with Total Employed Personnel (POT) and Total Gross Production (PBT). For its part, the Gross Census Value Added (VACB) and Income from Supplies of Goods and Services (ISBB) with medium and large companies. Likewise, the Chi-Square test, in addition to verifying that the data is statistically significant at 95%, also supports the hypothesis of an association between the size of the economic units and the Economic Participation variables. The results support that public policies should consider the heterogeneity of the productive plant and its economic participation.La presente investigación tiene como propósito el análisis económico regional que coadyuve en el diagnóstico de la planeación sectorial del Estado de México. Para cumplir con este propósito se buscó determinar el nivel de asociación entre el tamaño de las unidades económicas y un conjunto de variables representativas de la actividad económica. Se partió de la metodología de minería de datos para aplicar de manera cuantitativa y descriptiva la metodología del Análisis de Correspondencia Múltiple (ACM). Los resultados sugieren,  que hay un nivel de asociación positiva moderada alrededor del 50 % en dos de sus indicadores: El coeficiente de asociación de Pearson es de 0.4685 y el de Mathews con 0.5303. Sin embargo, en los indicadores V de Cramer y de Inercial Total fueron correlaciones positivas débiles respectivamente de 0.3062 y 0.2812. Ante esta situación se propuso como medida alternativa el análisis discriminante y el de varianza, los cuales arrojaron que las microempresas están más asociadas con el Personal Ocupado Total (POT) y la Producción Bruta Total (PBT). Por su parte, el Valor Agregado Censal Bruto (VACB) e Ingreso por Suministros de Bienes y Servicios (ISBB) con medianas y grandes empresas. Asimismo, la prueba Chi-Cuadrado, además de que comprobó que los datos son estadísticamente significativos al 95 %, también apoyo la hipótesis de una asociación entre el tamaño de las unidades económicas y las variables de Participación Económica. Los resultados abonan a que las políticas públicas deberían considerar la heterogeneidad de la planta productiva y su participación económica.Universidad Nacional Jorge Basadre Grohmann2023-03-16info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/htmlhttps://revistas.unjbg.edu.pe/index.php/eyn/article/view/165310.33326/27086062.2023.1.1653Economía & Negocios; Vol. 5 Núm. 1 (2023): Economía & Negocios: Abril- Septiembre; 154-1742708-606210.33326/27086062.2023.1reponame:Revistas - Universidad Nacional Jorge Basadre Grohmanninstname:Universidad Nacional Jorge Basadre Grohmanninstacron:UNJBGspahttps://revistas.unjbg.edu.pe/index.php/eyn/article/view/1653/1938https://revistas.unjbg.edu.pe/index.php/eyn/article/view/1653/1959Derechos de autor 2023 Armando Puebla Maldonadohttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessoai:revistas.unjbg.edu.pe:article/16532023-04-19T14:37:44Z
score 12.883251
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