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...
| Autor: | |
|---|---|
| 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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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 |
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info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
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article |
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publishedVersion |
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https://revistas.unjbg.edu.pe/index.php/eyn/article/view/1653 10.33326/27086062.2023.1.1653 |
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https://revistas.unjbg.edu.pe/index.php/eyn/article/view/1653 |
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10.33326/27086062.2023.1.1653 |
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spa |
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spa |
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https://revistas.unjbg.edu.pe/index.php/eyn/article/view/1653/1938 https://revistas.unjbg.edu.pe/index.php/eyn/article/view/1653/1959 |
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Derechos de autor 2023 Armando Puebla Maldonado https://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
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Derechos de autor 2023 Armando Puebla Maldonado https://creativecommons.org/licenses/by/4.0 |
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openAccess |
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application/pdf text/html |
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Universidad Nacional Jorge Basadre Grohmann |
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Universidad Nacional Jorge Basadre Grohmann |
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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 instname:Universidad Nacional Jorge Basadre Grohmann instacron:UNJBG |
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Universidad Nacional Jorge Basadre Grohmann |
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UNJBG |
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Revistas - Universidad Nacional Jorge Basadre Grohmann |
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Revistas - Universidad Nacional Jorge Basadre Grohmann |
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1847064072550350848 |
| 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 |
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12.883251 |
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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).