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Design and validation of equations for weight estimation in adolescents

INTRODUCTION: Measuring weight is difficult to be carried out in bedridden people, with physical deformity or in emergency units. Under these circumstances, one option is to estimate the weight. OBJECTIVES: The aim of this study is to propose and validate equations for estimating the weight of Brazi...

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Autores principales: Coracini, Daniel Meyer, Detregiachi, Cláudia Rucco Penteado, Barbalho, Sandra Maria, Teixeira, Daniel De Bortoli
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9894476/
https://www.ncbi.nlm.nih.gov/pubmed/36730304
http://dx.doi.org/10.1371/journal.pone.0273824
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author Coracini, Daniel Meyer
Detregiachi, Cláudia Rucco Penteado
Barbalho, Sandra Maria
Teixeira, Daniel De Bortoli
author_facet Coracini, Daniel Meyer
Detregiachi, Cláudia Rucco Penteado
Barbalho, Sandra Maria
Teixeira, Daniel De Bortoli
author_sort Coracini, Daniel Meyer
collection PubMed
description INTRODUCTION: Measuring weight is difficult to be carried out in bedridden people, with physical deformity or in emergency units. Under these circumstances, one option is to estimate the weight. OBJECTIVES: The aim of this study is to propose and validate equations for estimating the weight of Brazilian adolescents based on anthropometric variables related to body weight. METHODS: The study was developed based on a database created from data collection of a primary project, which had information from 662 Brazilian adolescents (10 to 19 years old). Based on the variables sex, age (days), weight (kg), height (m) and neck circumference (NC) (cm), equations for estimating weight of adolescents were proposed. The formulas were proposed after performing multiple linear regression models and subsequently tested and validated using appropriate statistical tests, considering 99% confidence. RESULTS: Two formulas were generated, the “Rucco Formulas—Adolescents”, one for girls: -131.63091 + (0.00209 × A) + (37.57813 × H) + (3.71482 x NC) and another for boys: - 15.2854 + (-0.00414 × A)+ (14.30315 × H(2))+ (0.04888 x NC(2)). Statistical test (R(2)) indicated that the proposed formulas are suitable for estimating weight. Low values of REQM and high values of CCI (> 0.8) also reinforce the quality of the proposed formulas. CONCLUSIONS: The current weight of adolescents can be estimated with adequate accuracy and precision using sex-specific “Rucco Formulas—Adolescents”, generated from regression models using only three predictor variables.
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spelling pubmed-98944762023-02-03 Design and validation of equations for weight estimation in adolescents Coracini, Daniel Meyer Detregiachi, Cláudia Rucco Penteado Barbalho, Sandra Maria Teixeira, Daniel De Bortoli PLoS One Research Article INTRODUCTION: Measuring weight is difficult to be carried out in bedridden people, with physical deformity or in emergency units. Under these circumstances, one option is to estimate the weight. OBJECTIVES: The aim of this study is to propose and validate equations for estimating the weight of Brazilian adolescents based on anthropometric variables related to body weight. METHODS: The study was developed based on a database created from data collection of a primary project, which had information from 662 Brazilian adolescents (10 to 19 years old). Based on the variables sex, age (days), weight (kg), height (m) and neck circumference (NC) (cm), equations for estimating weight of adolescents were proposed. The formulas were proposed after performing multiple linear regression models and subsequently tested and validated using appropriate statistical tests, considering 99% confidence. RESULTS: Two formulas were generated, the “Rucco Formulas—Adolescents”, one for girls: -131.63091 + (0.00209 × A) + (37.57813 × H) + (3.71482 x NC) and another for boys: - 15.2854 + (-0.00414 × A)+ (14.30315 × H(2))+ (0.04888 x NC(2)). Statistical test (R(2)) indicated that the proposed formulas are suitable for estimating weight. Low values of REQM and high values of CCI (> 0.8) also reinforce the quality of the proposed formulas. CONCLUSIONS: The current weight of adolescents can be estimated with adequate accuracy and precision using sex-specific “Rucco Formulas—Adolescents”, generated from regression models using only three predictor variables. Public Library of Science 2023-02-02 /pmc/articles/PMC9894476/ /pubmed/36730304 http://dx.doi.org/10.1371/journal.pone.0273824 Text en © 2023 Coracini et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Coracini, Daniel Meyer
Detregiachi, Cláudia Rucco Penteado
Barbalho, Sandra Maria
Teixeira, Daniel De Bortoli
Design and validation of equations for weight estimation in adolescents
title Design and validation of equations for weight estimation in adolescents
title_full Design and validation of equations for weight estimation in adolescents
title_fullStr Design and validation of equations for weight estimation in adolescents
title_full_unstemmed Design and validation of equations for weight estimation in adolescents
title_short Design and validation of equations for weight estimation in adolescents
title_sort design and validation of equations for weight estimation in adolescents
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9894476/
https://www.ncbi.nlm.nih.gov/pubmed/36730304
http://dx.doi.org/10.1371/journal.pone.0273824
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