Síntomas depresivos y obesidad en adolescentes. Una aplicación desde la Minería de Datos.
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| Title: | Síntomas depresivos y obesidad en adolescentes. Una aplicación desde la Minería de Datos. (Spanish). |
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| Alternate Title: | Depressive symptoms and obesity in adolescents. An application from Data Mining. (English) Sintomas depressivos e obesidade em adolescentes. Uma aplicação da mineração de dados. (Portuguese) |
| Authors: | Serrano Díaz, Norma Cecilia, Castro Ruiz, David Andrés, Pérez Rivero, Paula Fernanda, Suárez Suárez, Diana Paola, Quintero-Lesmes, Doris Cristina |
| Source: | Informes Psicológicos. ene-jun2022, Vol. 22 Issue 1, p151-166. 16p. |
| Subjects: | Data mining, Standard deviations, Mental depression, Teenagers, Data analysis |
| Geographic Terms: | Bucaramanga (Colombia) |
| Abstract (English): | Objective: to describe who develops obesity and depressive symptoms (DS) in the adolescent population of the city of Bucaramanga by means of the data mining application. Methods: a descriptive and cross-sectional study nested in a population cohort was applied. 432 adolescents were evaluated. Information on sociodemographic variables, DS and anthropometric measures was collected. Statistical analyzes were carried out for categorical and continuous variables, as well as a data mining analysis. Results: 26.7% of the adolescents were overweight. It was observed that more than half of the sample presented DS. The data mining analysis allowed the identification of six groups of participants according to their characteristics in relation to weight and DS. Conclusions: the relationship between DS and obesity was established in the group of adolescent women, observing that those with a weight greater than 2 standard deviations presented all DS. [ABSTRACT FROM AUTHOR] |
| Abstract (Spanish): | Objetivo: describir mediante la aplicación de minería de datos quién desarrolla obesidad y síntomas depresivos (SD) en la población adolescente de la ciudad de Bucaramanga. Métodos: a través de un estudio descriptivo y transversal anidado en una cohorte poblacional. Se evaluaron 432 adolescentes. Se captó información de variables sociodemográficas, SD y medidas antropométricas. Se llevaron a cabo análisis estadísticos para variables categóricas y continuas, así como un análisis de minería de datos. Resultados: el 26.7% de los adolescentes presentó exceso de peso. Se observó que más de la mitad de la muestra presentó SD. El análisis de minería de datos permitió identificar seis grupos de participantes de acuerdo con sus características con relación al peso y a los SD. Conclusiones: la relación entre SD y obesidad se estableció en el grupo de mujeres adolescentes, observándose que aquellas con un peso mayor a 2 desviaciones estándar presentaban todos los SD. [ABSTRACT FROM AUTHOR] |
| Abstract (Portuguese): | Objetivo: descrever por meio da aplicação de mineração de dados quem desenvolve obesidade e sintomas depressivos (SD) na população adolescente da cidade de Bucaramanga. Métodos: por meio de um estudo descritivo e transversal aninhado em uma coorte populacional. Foram avaliados 432 adolescentes. Foram coletadas informações sobre variáveis sociodemográficas, DP e medidas antropométricas. As análises estatísticas foram realizadas para variáveis categóricas e contínuas, bem como uma análise de mineração de dados. Resultados: 26.7% dos adolescentes estavam com sobrepeso. Observou-se que mais da metade da amostra apresentou SD. A análise de mineração de dados permitiu a identificação de seis grupos de participantes de acordo com suas características em relação ao peso e SD. Conclusões: a relação entre SD e obesidade foi estabelecida no grupo de mulheres adolescentes, observando-se que aquelas com peso maior que 2 desvios-padrão apresentaram todos SD. [ABSTRACT FROM AUTHOR] |
| Copyright of Informes Psicológicos is the property of Universidad Pontificia Bolivariana, Facultad de Psicologia and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Psychology and Behavioral Sciences Collection |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: pbh DbLabel: Psychology and Behavioral Sciences Collection An: 155680356 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Síntomas depresivos y obesidad en adolescentes. Una aplicación desde la Minería de Datos. <i>(Spanish). </i> – Name: TitleAlt Label: Alternate Title Group: TiAlt Data: Depressive symptoms and obesity in adolescents. An application from Data Mining.<i> (English)</i><br />Sintomas depressivos e obesidade em adolescentes. Uma aplicação da mineração de dados.<i> (Portuguese)</i> – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Serrano+Díaz%2C+Norma+Cecilia%22">Serrano Díaz, Norma Cecilia</searchLink><br /><searchLink fieldCode="AR" term="%22Castro+Ruiz%2C+David+Andrés%22">Castro Ruiz, David Andrés</searchLink><br /><searchLink fieldCode="AR" term="%22Pérez+Rivero%2C+Paula+Fernanda%22">Pérez Rivero, Paula Fernanda</searchLink><br /><searchLink fieldCode="AR" term="%22Suárez+Suárez%2C+Diana+Paola%22">Suárez Suárez, Diana Paola</searchLink><br /><searchLink fieldCode="AR" term="%22Quintero-Lesmes%2C+Doris+Cristina%22">Quintero-Lesmes, Doris Cristina</searchLink> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Informes+Psicológicos%22">Informes Psicológicos</searchLink>. ene-jun2022, Vol. 22 Issue 1, p151-166. 16p. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Data+mining%22">Data mining</searchLink><br /><searchLink fieldCode="DE" term="%22Standard+deviations%22">Standard deviations</searchLink><br /><searchLink fieldCode="DE" term="%22Mental+depression%22">Mental depression</searchLink><br /><searchLink fieldCode="DE" term="%22Teenagers%22">Teenagers</searchLink><br /><searchLink fieldCode="DE" term="%22Data+analysis%22">Data analysis</searchLink> – Name: SubjectGeographic Label: Geographic Terms Group: Su Data: <searchLink fieldCode="DE" term="%22Bucaramanga+%28Colombia%29%22">Bucaramanga (Colombia)</searchLink> – Name: Abstract Label: Abstract (English) Group: Ab Data: Objective: to describe who develops obesity and depressive symptoms (DS) in the adolescent population of the city of Bucaramanga by means of the data mining application. Methods: a descriptive and cross-sectional study nested in a population cohort was applied. 432 adolescents were evaluated. Information on sociodemographic variables, DS and anthropometric measures was collected. Statistical analyzes were carried out for categorical and continuous variables, as well as a data mining analysis. Results: 26.7% of the adolescents were overweight. It was observed that more than half of the sample presented DS. The data mining analysis allowed the identification of six groups of participants according to their characteristics in relation to weight and DS. Conclusions: the relationship between DS and obesity was established in the group of adolescent women, observing that those with a weight greater than 2 standard deviations presented all DS. [ABSTRACT FROM AUTHOR] – Name: Abstract Label: Abstract (Spanish) Group: Ab Data: Objetivo: describir mediante la aplicación de minería de datos quién desarrolla obesidad y síntomas depresivos (SD) en la población adolescente de la ciudad de Bucaramanga. Métodos: a través de un estudio descriptivo y transversal anidado en una cohorte poblacional. Se evaluaron 432 adolescentes. Se captó información de variables sociodemográficas, SD y medidas antropométricas. Se llevaron a cabo análisis estadísticos para variables categóricas y continuas, así como un análisis de minería de datos. Resultados: el 26.7% de los adolescentes presentó exceso de peso. Se observó que más de la mitad de la muestra presentó SD. El análisis de minería de datos permitió identificar seis grupos de participantes de acuerdo con sus características con relación al peso y a los SD. Conclusiones: la relación entre SD y obesidad se estableció en el grupo de mujeres adolescentes, observándose que aquellas con un peso mayor a 2 desviaciones estándar presentaban todos los SD. [ABSTRACT FROM AUTHOR] – Name: Abstract Label: Abstract (Portuguese) Group: Ab Data: Objetivo: descrever por meio da aplicação de mineração de dados quem desenvolve obesidade e sintomas depressivos (SD) na população adolescente da cidade de Bucaramanga. Métodos: por meio de um estudo descritivo e transversal aninhado em uma coorte populacional. Foram avaliados 432 adolescentes. Foram coletadas informações sobre variáveis sociodemográficas, DP e medidas antropométricas. As análises estatísticas foram realizadas para variáveis categóricas e contínuas, bem como uma análise de mineração de dados. Resultados: 26.7% dos adolescentes estavam com sobrepeso. Observou-se que mais da metade da amostra apresentou SD. A análise de mineração de dados permitiu a identificação de seis grupos de participantes de acordo com suas características em relação ao peso e SD. Conclusões: a relação entre SD e obesidade foi estabelecida no grupo de mulheres adolescentes, observando-se que aquelas com peso maior que 2 desvios-padrão apresentaram todos SD. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of Informes Psicológicos is the property of Universidad Pontificia Bolivariana, Facultad de Psicologia and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.18566/infpsic.v22n1a09 Languages: – Code: spa Text: Spanish PhysicalDescription: Pagination: PageCount: 16 StartPage: 151 Subjects: – SubjectFull: Data mining Type: general – SubjectFull: Standard deviations Type: general – SubjectFull: Mental depression Type: general – SubjectFull: Teenagers Type: general – SubjectFull: Data analysis Type: general – SubjectFull: Bucaramanga (Colombia) Type: general Titles: – TitleFull: Síntomas depresivos y obesidad en adolescentes. Una aplicación desde la Minería de Datos. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Serrano Díaz, Norma Cecilia – PersonEntity: Name: NameFull: Castro Ruiz, David Andrés – PersonEntity: Name: NameFull: Pérez Rivero, Paula Fernanda – PersonEntity: Name: NameFull: Suárez Suárez, Diana Paola – PersonEntity: Name: NameFull: Quintero-Lesmes, Doris Cristina IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Text: ene-jun2022 Type: published Y: 2022 Identifiers: – Type: issn-print Value: 21453535 Numbering: – Type: volume Value: 22 – Type: issue Value: 1 Titles: – TitleFull: Informes Psicológicos Type: main |
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