Discriminant analysis of pubertal maturation in young males based on anthropometric characteristics

Detalhes bibliográficos
Autor(a) principal: Medeiros, Radamés Maciel Vítor
Data de Publicação: 2013
Outros Autores: Arrais, Ricardo Fernando, Azevedo, Jenner Chrystian Veríssimo de, Medeiros, Jason Azevedo de, Andrade, Ricardo Dias de, Fonteles, André Igor, Rêgo, Jeferson Tafarel Pereira do, Dantas, Paulo Moreira Silva
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Revista Brasileira de Cineantropometria & Desempenho Humano (Online)
Texto Completo: https://periodicos.ufsc.br/index.php/rbcdh/article/view/1980-0037.2014v16n1p96
Resumo: The relationship between anthropometric variables and maturation stages is important for a more detailed monitoring of pubertal development and may provide a suitable tool for clinical diagnosis. The aim of this study was to analyze the predictive contribution of anthropometric variables to pubertal maturation using multivariate discri-minant analysis. A total of 190 boys aged 8 to 18 years, from public and private schools in Natal, Brazil, participated in the study. Thirty-two anthropometric variables were measured and pubertal maturation was evaluated objectively by observing pubic hair development. Measures of central tendency and dispersion, inferential analysis of variance, and multi-variate discriminant analysis were used for statistical analysis. Pubertal advancement was accompanied by significant changes in anthropometric variables (p<0.05). Discriminant analysis identified eight variables with a high predictive capacity of pubertal maturation: age, sitting height, biacromial breadth, acromiale-radiale, trochanterion-tibiale laterale and tibiale laterale bone lengths, and abdominal and forearm girths. The anthropometric variables showed a high correlation with the classification of pubertal maturation, dem-onstrating a high predictive level among them. These findings indicate the possibility of developing a predictive equation for pubertal stages.
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spelling Discriminant analysis of pubertal maturation in young males based on anthropometric characteristicsAnálise discriminante da maturação puberal de jovens do sexo masculino, a partir das características antropométricasThe relationship between anthropometric variables and maturation stages is important for a more detailed monitoring of pubertal development and may provide a suitable tool for clinical diagnosis. The aim of this study was to analyze the predictive contribution of anthropometric variables to pubertal maturation using multivariate discri-minant analysis. A total of 190 boys aged 8 to 18 years, from public and private schools in Natal, Brazil, participated in the study. Thirty-two anthropometric variables were measured and pubertal maturation was evaluated objectively by observing pubic hair development. Measures of central tendency and dispersion, inferential analysis of variance, and multi-variate discriminant analysis were used for statistical analysis. Pubertal advancement was accompanied by significant changes in anthropometric variables (p<0.05). Discriminant analysis identified eight variables with a high predictive capacity of pubertal maturation: age, sitting height, biacromial breadth, acromiale-radiale, trochanterion-tibiale laterale and tibiale laterale bone lengths, and abdominal and forearm girths. The anthropometric variables showed a high correlation with the classification of pubertal maturation, dem-onstrating a high predictive level among them. These findings indicate the possibility of developing a predictive equation for pubertal stages.A relação entre a antropometria e os momentos maturacionais é de grande im-portância para o acompanhamento mais detalhado do desenvolvimento puberal, pois pode ser considerado como um meio externo adequado para o diagnóstico clínico. O objetivo do presente estudo foi analisar a contribuição preditiva das variáveis antropométricas sobre a maturação puberal, a partir do método multivariado de análise discriminante. Foram avaliados 190 sujeitos do sexo masculino, entre oito e 18 anos, alunos de escolas públicas e privadas de Natal, Brasil. Trinta e duas variáveis antropométricas foram mensuradas e a avaliação da maturação puberal foi realizada a partir do método objetivo da pilosidade púbica. A estatística foi representada pelos valores de tendência central e seus derivados, e de forma inferencial, pela Análise de Variância e análise discriminante multivariada. O avanço dos estágios puberais foi acompanhado de modificações significativas das variáveis antropométricas (p< 0,05). A análise discriminante identificou oito variáveis com alta ca-pacidade preditiva da maturação puberal, sendo elas a idade, ATC, diâmetro bi-acromial, comprimentos ósseos acrômio-radial, trocânter-tibial e tibial, e perimetrias de abdômen e antebraço. Estas variáveis foram responsáveis por estimar os estágios puberais com índice preditivo de 77,4% de chance de acerto, confirmando a alta relação entre estes parâmetros. As variáveis antropométricas apresentaram uma alta relação com a classificação da maturação puberal, demonstrando um alto nível preditivo entre elas, e confirmando a viabilidade da criação de uma equação preditiva dos estágios puberais.Universidade Federal de Santa Catarina. Florianópolis, SC. Brasil2013-12-12info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersion"Avaliado por Pares",DescriptiveAvaliado por ParesDescritivoapplication/pdfhttps://periodicos.ufsc.br/index.php/rbcdh/article/view/1980-0037.2014v16n1p9610.1590/1980-0037.2014v16n1p96Brazilian Journal of Kinanthropometry and Human Performance; Vol. 16 No. 1 (2014); 96-105Revista Brasileira de Cineantropometria e Desempenho Humano; v. 16 n. 1 (2014); 96-1051980-00371415-8426reponame:Revista Brasileira de Cineantropometria & Desempenho Humano (Online)instname:Universidade Federal de Santa Catarina (UFSC)instacron:UFSCenghttps://periodicos.ufsc.br/index.php/rbcdh/article/view/1980-0037.2014v16n1p96/25938Medeiros, Radamés Maciel VítorArrais, Ricardo FernandoAzevedo, Jenner Chrystian Veríssimo deMedeiros, Jason Azevedo deAndrade, Ricardo Dias deFonteles, André IgorRêgo, Jeferson Tafarel Pereira doDantas, Paulo Moreira Silvainfo:eu-repo/semantics/openAccess2022-11-21T14:14:59Zoai:periodicos.ufsc.br:article/28075Revistahttps://periodicos.ufsc.br/index.php/rbcdh/PUBhttps://periodicos.ufsc.br/index.php/rbcdh/oairbcdh@contato.ufsc.br || portaldeperiodicos.bu@contato.ufsc.br1980-00371415-8426opendoar:2022-11-21T14:14:59Revista Brasileira de Cineantropometria & Desempenho Humano (Online) - Universidade Federal de Santa Catarina (UFSC)false
dc.title.none.fl_str_mv Discriminant analysis of pubertal maturation in young males based on anthropometric characteristics
Análise discriminante da maturação puberal de jovens do sexo masculino, a partir das características antropométricas
title Discriminant analysis of pubertal maturation in young males based on anthropometric characteristics
spellingShingle Discriminant analysis of pubertal maturation in young males based on anthropometric characteristics
Medeiros, Radamés Maciel Vítor
title_short Discriminant analysis of pubertal maturation in young males based on anthropometric characteristics
title_full Discriminant analysis of pubertal maturation in young males based on anthropometric characteristics
title_fullStr Discriminant analysis of pubertal maturation in young males based on anthropometric characteristics
title_full_unstemmed Discriminant analysis of pubertal maturation in young males based on anthropometric characteristics
title_sort Discriminant analysis of pubertal maturation in young males based on anthropometric characteristics
author Medeiros, Radamés Maciel Vítor
author_facet Medeiros, Radamés Maciel Vítor
Arrais, Ricardo Fernando
Azevedo, Jenner Chrystian Veríssimo de
Medeiros, Jason Azevedo de
Andrade, Ricardo Dias de
Fonteles, André Igor
Rêgo, Jeferson Tafarel Pereira do
Dantas, Paulo Moreira Silva
author_role author
author2 Arrais, Ricardo Fernando
Azevedo, Jenner Chrystian Veríssimo de
Medeiros, Jason Azevedo de
Andrade, Ricardo Dias de
Fonteles, André Igor
Rêgo, Jeferson Tafarel Pereira do
Dantas, Paulo Moreira Silva
author2_role author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Medeiros, Radamés Maciel Vítor
Arrais, Ricardo Fernando
Azevedo, Jenner Chrystian Veríssimo de
Medeiros, Jason Azevedo de
Andrade, Ricardo Dias de
Fonteles, André Igor
Rêgo, Jeferson Tafarel Pereira do
Dantas, Paulo Moreira Silva
description The relationship between anthropometric variables and maturation stages is important for a more detailed monitoring of pubertal development and may provide a suitable tool for clinical diagnosis. The aim of this study was to analyze the predictive contribution of anthropometric variables to pubertal maturation using multivariate discri-minant analysis. A total of 190 boys aged 8 to 18 years, from public and private schools in Natal, Brazil, participated in the study. Thirty-two anthropometric variables were measured and pubertal maturation was evaluated objectively by observing pubic hair development. Measures of central tendency and dispersion, inferential analysis of variance, and multi-variate discriminant analysis were used for statistical analysis. Pubertal advancement was accompanied by significant changes in anthropometric variables (p<0.05). Discriminant analysis identified eight variables with a high predictive capacity of pubertal maturation: age, sitting height, biacromial breadth, acromiale-radiale, trochanterion-tibiale laterale and tibiale laterale bone lengths, and abdominal and forearm girths. The anthropometric variables showed a high correlation with the classification of pubertal maturation, dem-onstrating a high predictive level among them. These findings indicate the possibility of developing a predictive equation for pubertal stages.
publishDate 2013
dc.date.none.fl_str_mv 2013-12-12
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
"Avaliado por Pares",
Descriptive
Avaliado por Pares
Descritivo
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.ufsc.br/index.php/rbcdh/article/view/1980-0037.2014v16n1p96
10.1590/1980-0037.2014v16n1p96
url https://periodicos.ufsc.br/index.php/rbcdh/article/view/1980-0037.2014v16n1p96
identifier_str_mv 10.1590/1980-0037.2014v16n1p96
dc.language.iso.fl_str_mv eng
language eng
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dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Santa Catarina. Florianópolis, SC. Brasil
publisher.none.fl_str_mv Universidade Federal de Santa Catarina. Florianópolis, SC. Brasil
dc.source.none.fl_str_mv Brazilian Journal of Kinanthropometry and Human Performance; Vol. 16 No. 1 (2014); 96-105
Revista Brasileira de Cineantropometria e Desempenho Humano; v. 16 n. 1 (2014); 96-105
1980-0037
1415-8426
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instname_str Universidade Federal de Santa Catarina (UFSC)
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institution UFSC
reponame_str Revista Brasileira de Cineantropometria & Desempenho Humano (Online)
collection Revista Brasileira de Cineantropometria & Desempenho Humano (Online)
repository.name.fl_str_mv Revista Brasileira de Cineantropometria & Desempenho Humano (Online) - Universidade Federal de Santa Catarina (UFSC)
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