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Linear Growth through 12 Years is Weakly but Consistently Associated with Language and Math Achievement Scores at Age 12 Years in 4 Low- or Middle-Income Countries

BACKGROUND: Whether linear growth through age 12 y is associated with language and math achievement at age 12 y remains unclear. OBJECTIVE: Our objective was to investigate associations of linear growth through age 12 y with reading skill, receptive vocabulary, and mathematics performance at age 12...

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Autores principales: Kowalski, Alysse J, Georgiadis, Andreas, Behrman, Jere R, Crookston, Benjamin T, Fernald, Lia C H, Stein, Aryeh D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6209809/
https://www.ncbi.nlm.nih.gov/pubmed/30383284
http://dx.doi.org/10.1093/jn/nxy191
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author Kowalski, Alysse J
Georgiadis, Andreas
Behrman, Jere R
Crookston, Benjamin T
Fernald, Lia C H
Stein, Aryeh D
author_facet Kowalski, Alysse J
Georgiadis, Andreas
Behrman, Jere R
Crookston, Benjamin T
Fernald, Lia C H
Stein, Aryeh D
author_sort Kowalski, Alysse J
collection PubMed
description BACKGROUND: Whether linear growth through age 12 y is associated with language and math achievement at age 12 y remains unclear. OBJECTIVE: Our objective was to investigate associations of linear growth through age 12 y with reading skill, receptive vocabulary, and mathematics performance at age 12 y in 4 low- or middle-income countries (LMICs). METHODS: We analyzed data from the Young Lives Younger Cohort study in Ethiopia (n = 1275), India (n = 1350), Peru (n = 1402), and Vietnam (n = 1594). Age 1, 5, 8, and 12 y height-for-age z scores (HAZ) were calculated. Language and math achievement at age 12 y was assessed with the use of country-specific adaptations of the Peabody Picture Vocabulary Test, the Early Grades Reading Assessment, and a mathematics test; all test scores were standardized by age within country. We used path analysis to examine associations of HAZ with achievement scores. Twelve models were examined at each age (3 tests across 4 countries). RESULTS: Mean HAZ in each country was <–1.00 at all ages. Overall, linear growth through age 12 y was associated with 0.4–3.4% of the variance in achievement scores. HAZ at 1 y was positively and significantly associated with the test score in 11 of the 12 models. This association was significantly mediated through HAZ at 5, 8, and 12 y in 9 of the models. HAZ at 5, 8, and 12 y was positively and significantly associated with test scores in 8, 8, and 6 models, respectively. These associations were mediated through HAZ at older ages in 6 of the HAZ at 5-y models and in 6 of the HAZ at 8-y models. CONCLUSION: Child relative linear growth between ages 1 and 12 y was weakly but consistently associated with language and math achievement at age 12 y in 4 LMICs.
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spelling pubmed-62098092018-11-05 Linear Growth through 12 Years is Weakly but Consistently Associated with Language and Math Achievement Scores at Age 12 Years in 4 Low- or Middle-Income Countries Kowalski, Alysse J Georgiadis, Andreas Behrman, Jere R Crookston, Benjamin T Fernald, Lia C H Stein, Aryeh D J Nutr Community and International Nutrition BACKGROUND: Whether linear growth through age 12 y is associated with language and math achievement at age 12 y remains unclear. OBJECTIVE: Our objective was to investigate associations of linear growth through age 12 y with reading skill, receptive vocabulary, and mathematics performance at age 12 y in 4 low- or middle-income countries (LMICs). METHODS: We analyzed data from the Young Lives Younger Cohort study in Ethiopia (n = 1275), India (n = 1350), Peru (n = 1402), and Vietnam (n = 1594). Age 1, 5, 8, and 12 y height-for-age z scores (HAZ) were calculated. Language and math achievement at age 12 y was assessed with the use of country-specific adaptations of the Peabody Picture Vocabulary Test, the Early Grades Reading Assessment, and a mathematics test; all test scores were standardized by age within country. We used path analysis to examine associations of HAZ with achievement scores. Twelve models were examined at each age (3 tests across 4 countries). RESULTS: Mean HAZ in each country was <–1.00 at all ages. Overall, linear growth through age 12 y was associated with 0.4–3.4% of the variance in achievement scores. HAZ at 1 y was positively and significantly associated with the test score in 11 of the 12 models. This association was significantly mediated through HAZ at 5, 8, and 12 y in 9 of the models. HAZ at 5, 8, and 12 y was positively and significantly associated with test scores in 8, 8, and 6 models, respectively. These associations were mediated through HAZ at older ages in 6 of the HAZ at 5-y models and in 6 of the HAZ at 8-y models. CONCLUSION: Child relative linear growth between ages 1 and 12 y was weakly but consistently associated with language and math achievement at age 12 y in 4 LMICs. Oxford University Press 2018-11 2018-11-01 /pmc/articles/PMC6209809/ /pubmed/30383284 http://dx.doi.org/10.1093/jn/nxy191 Text en © 2018 American Society for Nutrition. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Community and International Nutrition
Kowalski, Alysse J
Georgiadis, Andreas
Behrman, Jere R
Crookston, Benjamin T
Fernald, Lia C H
Stein, Aryeh D
Linear Growth through 12 Years is Weakly but Consistently Associated with Language and Math Achievement Scores at Age 12 Years in 4 Low- or Middle-Income Countries
title Linear Growth through 12 Years is Weakly but Consistently Associated with Language and Math Achievement Scores at Age 12 Years in 4 Low- or Middle-Income Countries
title_full Linear Growth through 12 Years is Weakly but Consistently Associated with Language and Math Achievement Scores at Age 12 Years in 4 Low- or Middle-Income Countries
title_fullStr Linear Growth through 12 Years is Weakly but Consistently Associated with Language and Math Achievement Scores at Age 12 Years in 4 Low- or Middle-Income Countries
title_full_unstemmed Linear Growth through 12 Years is Weakly but Consistently Associated with Language and Math Achievement Scores at Age 12 Years in 4 Low- or Middle-Income Countries
title_short Linear Growth through 12 Years is Weakly but Consistently Associated with Language and Math Achievement Scores at Age 12 Years in 4 Low- or Middle-Income Countries
title_sort linear growth through 12 years is weakly but consistently associated with language and math achievement scores at age 12 years in 4 low- or middle-income countries
topic Community and International Nutrition
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6209809/
https://www.ncbi.nlm.nih.gov/pubmed/30383284
http://dx.doi.org/10.1093/jn/nxy191
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