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Comparison of growth models to describe growth from birth to 6 years in a Beninese cohort of children with repeated measurements
OBJECTIVE: To select a growth model that best describes individual growth trajectories of children and to present some growth characteristics of this population. SETTINGS: Participants were selected from a prospective cohort conducted in three health centres (Allada, Sekou and Attogon) in a semirura...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7511607/ https://www.ncbi.nlm.nih.gov/pubmed/32948547 http://dx.doi.org/10.1136/bmjopen-2019-035785 |
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author | Ahmadi, Shukrullah Bodeau-Livinec, Florence Zoumenou, Roméo Garcia, André Courtin, David Alao, Jules Fievet, Nadine Cot, Michel Massougbodji, Achille Botton, Jérémie |
author_facet | Ahmadi, Shukrullah Bodeau-Livinec, Florence Zoumenou, Roméo Garcia, André Courtin, David Alao, Jules Fievet, Nadine Cot, Michel Massougbodji, Achille Botton, Jérémie |
author_sort | Ahmadi, Shukrullah |
collection | PubMed |
description | OBJECTIVE: To select a growth model that best describes individual growth trajectories of children and to present some growth characteristics of this population. SETTINGS: Participants were selected from a prospective cohort conducted in three health centres (Allada, Sekou and Attogon) in a semirural region of Benin, sub-Saharan Africa. PARTICIPANTS: Children aged 0 to 6 years were recruited in a cohort study with at least two valid height and weight measurements included (n=961). PRIMARY AND SECONDARY OUTCOME MEASURES: This study compared the goodness-of-fit of three structural growth models (Jenss-Bayley, Reed and a newly adapted version of the Gompertz growth model) on longitudinal weight and height growth data of boys and girls. The goodness-of-fit of the models was assessed using residual distribution over age and compared with the Akaike Information Criterion (AIC) and Bayesian Information Criterion (BIC). The best-fitting model allowed estimating mean weight and height growth trajectories, individual growth and growth velocities. Underweight, stunting and wasting were also estimated at age 6 years. RESULTS: The three models were able to fit well both weight and height data. The Jenss-Bayley model presented the best fit for weight and height, both in boys and girls. Mean height growth trajectories were identical in shape and direction for boys and girls while the mean weight growth curve of girls fell slightly below the curve of boys after neonatal life. Finally, 35%, 27.7% and 8% of boys; and 34%, 38.4% and 4% of girls were estimated to be underweight, wasted and stunted at age 6 years, respectively. CONCLUSION: The growth parameters of the best-fitting Jenss-Bayley model can be used to describe growth trajectories and study their determinants. |
format | Online Article Text |
id | pubmed-7511607 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-75116072020-10-05 Comparison of growth models to describe growth from birth to 6 years in a Beninese cohort of children with repeated measurements Ahmadi, Shukrullah Bodeau-Livinec, Florence Zoumenou, Roméo Garcia, André Courtin, David Alao, Jules Fievet, Nadine Cot, Michel Massougbodji, Achille Botton, Jérémie BMJ Open Epidemiology OBJECTIVE: To select a growth model that best describes individual growth trajectories of children and to present some growth characteristics of this population. SETTINGS: Participants were selected from a prospective cohort conducted in three health centres (Allada, Sekou and Attogon) in a semirural region of Benin, sub-Saharan Africa. PARTICIPANTS: Children aged 0 to 6 years were recruited in a cohort study with at least two valid height and weight measurements included (n=961). PRIMARY AND SECONDARY OUTCOME MEASURES: This study compared the goodness-of-fit of three structural growth models (Jenss-Bayley, Reed and a newly adapted version of the Gompertz growth model) on longitudinal weight and height growth data of boys and girls. The goodness-of-fit of the models was assessed using residual distribution over age and compared with the Akaike Information Criterion (AIC) and Bayesian Information Criterion (BIC). The best-fitting model allowed estimating mean weight and height growth trajectories, individual growth and growth velocities. Underweight, stunting and wasting were also estimated at age 6 years. RESULTS: The three models were able to fit well both weight and height data. The Jenss-Bayley model presented the best fit for weight and height, both in boys and girls. Mean height growth trajectories were identical in shape and direction for boys and girls while the mean weight growth curve of girls fell slightly below the curve of boys after neonatal life. Finally, 35%, 27.7% and 8% of boys; and 34%, 38.4% and 4% of girls were estimated to be underweight, wasted and stunted at age 6 years, respectively. CONCLUSION: The growth parameters of the best-fitting Jenss-Bayley model can be used to describe growth trajectories and study their determinants. BMJ Publishing Group 2020-09-18 /pmc/articles/PMC7511607/ /pubmed/32948547 http://dx.doi.org/10.1136/bmjopen-2019-035785 Text en © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/ https://creativecommons.org/licenses/by/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Epidemiology Ahmadi, Shukrullah Bodeau-Livinec, Florence Zoumenou, Roméo Garcia, André Courtin, David Alao, Jules Fievet, Nadine Cot, Michel Massougbodji, Achille Botton, Jérémie Comparison of growth models to describe growth from birth to 6 years in a Beninese cohort of children with repeated measurements |
title | Comparison of growth models to describe growth from birth to 6 years in a Beninese cohort of children with repeated measurements |
title_full | Comparison of growth models to describe growth from birth to 6 years in a Beninese cohort of children with repeated measurements |
title_fullStr | Comparison of growth models to describe growth from birth to 6 years in a Beninese cohort of children with repeated measurements |
title_full_unstemmed | Comparison of growth models to describe growth from birth to 6 years in a Beninese cohort of children with repeated measurements |
title_short | Comparison of growth models to describe growth from birth to 6 years in a Beninese cohort of children with repeated measurements |
title_sort | comparison of growth models to describe growth from birth to 6 years in a beninese cohort of children with repeated measurements |
topic | Epidemiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7511607/ https://www.ncbi.nlm.nih.gov/pubmed/32948547 http://dx.doi.org/10.1136/bmjopen-2019-035785 |
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