Perfiles de actividad física, obesidad, autoestima y relaciones sociales del alumnado de primariaun estudio piloto con Self-Organizing Maps

  1. Victor Cubas-Martinez 1
  2. Adrià Marco-Ahulló 2
  3. Gonzalo Monfort-Torres 3
  4. Israel Villarrasa-Sapiña 1
  5. Alberto Pardo-Ibañez 1
  6. Xavier Garcia-Masso 1
  1. 1 Universitat de València
    info

    Universitat de València

    Valencia, España

    ROR https://ror.org/043nxc105

  2. 2 Vall d’Hebron Research Institute (España)
  3. 3 Florida Universitaria (España)
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Journal:
Retos: nuevas tendencias en educación física, deporte y recreación

ISSN: 1579-1726,  1988-2041

Year of publication: 2019

Issue: 36

Pages: 146-151

Type: Article

DOI: 10.47197/RETOS.V36I36.67549 DIALNET GOOGLE SCHOLAR lock_openDialnet editor

More publications in: Retos: nuevas tendencias en educación física, deporte y recreación

Abstract

Social relationships are vital for the proper development of humans, and along with physical activity, obesity, and self-esteem, they form a set of factors that may be able to feed each other; however, as far as the authors know, they have only been analyzed separately. Therefore, the main objective of this study is to carry out a multifactorial analysis that includes all the aforementioned variables. A total of 60 children between 7 and 13 years of age formed the sample of this study. The instruments used for the measurements of the different study variables were the PAQ-C, the Rosenberg self-esteem scale, and an adaptation of the Bull-S Test. Once all the data was collected, an analysis with Self-Organizing Maps was made, using the Matlab R2008a software and the SOM toolbox for Matlab. The results obtained in this work show the repercussion of Body Mass Index on the levels of self-esteem and social relations, and the possible mutual feedback between the last two factors.

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