Height and body-mass index trajectories of school-aged children and adolescents from 1985 to 2019 in 200 countries: pooled analysis of 2,086 population-based studies with 65 million participants

Background Comparable global data on health and nutrition of school-aged children and adolescents are scarce. We aimed to estimate age trajectories and time trends in mean height and mean body-mass index (BMI), which measures weight gain beyond what is expected from height gain, for school-aged chil...

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Published in:The Lancet
Main Authors: Rodriguez-Martinez, Andrea, Zhou, Bin, Sophiea, Marisa K., Bentham, James, Paciorek, Christopher J., Iurilli, Nia, Carrillo-Larco, Rodrigo M., Bennett, James E., Di Cesare, Mariachiara, NCD Risk Factor Collaboration, (NCD-RisC)
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier 2020
Subjects:
Online Access:https://eprints.mdx.ac.uk/31088/
https://eprints.mdx.ac.uk/31088/1/PIIS0140673620318596.pdf
https://doi.org/10.1016/S0140-6736(20)31859-6
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description Background Comparable global data on health and nutrition of school-aged children and adolescents are scarce. We aimed to estimate age trajectories and time trends in mean height and mean body-mass index (BMI), which measures weight gain beyond what is expected from height gain, for school-aged children and adolescents. Methods For this pooled analysis, we used a database of cardiometabolic risk factors collated by the Non-Communicable Disease Risk Factor Collaboration. We applied a Bayesian hierarchical model to estimate trends from 1985 to 2019 in mean height and mean BMI in 1-year age groups for ages 5–19 years. The model allowed for non-linear changes over time in mean height and mean BMI and for non-linear changes with age of children and adolescents, including periods of rapid growth during adolescence. Findings We pooled data from 2181 population-based studies, with measurements of height and weight in 65 million participants in 200 countries and territories. In 2019, we estimated a difference of 20 cm or higher in mean height of 19-year-old adolescents between countries with the tallest populations (the Netherlands, Montenegro, Estonia, and Bosnia and Herzegovina for boys; and the Netherlands, Montenegro, Denmark, and Iceland for girls) and those with the shortest populations (Timor-Leste, Laos, Solomon Islands, and Papua New Guinea for boys; and Guatemala, Bangladesh, Nepal, and Timor-Leste for girls). In the same year, the difference between the highest mean BMI (in Pacific island countries, Kuwait, Bahrain, The Bahamas, Chile, the USA, and New Zealand for both boys and girls and in South Africa for girls) and lowest mean BMI (in India, Bangladesh, Timor-Leste, Ethiopia, and Chad for boys and girls; and in Japan and Romania for girls) was approximately 9–10 kg/m2. In some countries, children aged 5 years started with healthier height or BMI than the global median and, in some cases, as healthy as the best performing countries, but they became progressively less healthy compared with their comparators as they grew older by not growing as tall (eg, boys in Austria and Barbados, and girls in Belgium and Puerto Rico) or gaining too much weight for their height (eg, girls and boys in Kuwait, Bahrain, Fiji, Jamaica, and Mexico; and girls in South Africa and New Zealand). In other countries, growing children overtook the height of their comparators (eg, Latvia, Czech Republic, Morocco, and Iran) or curbed their weight gain (eg, Italy, France, and Croatia) in late childhood and adolescence. When changes in both height and BMI were considered, girls in South Korea, Vietnam, Saudi Arabia, Turkey, and some central Asian countries (eg, Armenia and Azerbaijan), and boys in central and western Europe (eg, Portugal, Denmark, Poland, and Montenegro) had the healthiest changes in anthropometric status over the past 3·5 decades because, compared with children and adolescents in other countries, they had a much larger gain in height than they did in BMI. The unhealthiest changes—gaining too little height, too much weight for their height compared with children in other countries, or both—occurred in many countries in sub-Saharan Africa, New Zealand, and the USA for boys and girls; in Malaysia and some Pacific island nations for boys; and in Mexico for girls. Interpretation The height and BMI trajectories over age and time of school-aged children and adolescents are highly variable across countries, which indicates heterogeneous nutritional quality and lifelong health advantages and risks.
format Article in Journal/Newspaper
author Rodriguez-Martinez, Andrea
Zhou, Bin
Sophiea, Marisa K.
Bentham, James
Paciorek, Christopher J.
Iurilli, Nia
Carrillo-Larco, Rodrigo M.
Bennett, James E.
Di Cesare, Mariachiara
NCD Risk Factor Collaboration, (NCD-RisC)
spellingShingle Rodriguez-Martinez, Andrea
Zhou, Bin
Sophiea, Marisa K.
Bentham, James
Paciorek, Christopher J.
Iurilli, Nia
Carrillo-Larco, Rodrigo M.
Bennett, James E.
Di Cesare, Mariachiara
NCD Risk Factor Collaboration, (NCD-RisC)
Height and body-mass index trajectories of school-aged children and adolescents from 1985 to 2019 in 200 countries: pooled analysis of 2,086 population-based studies with 65 million participants
author_facet Rodriguez-Martinez, Andrea
Zhou, Bin
Sophiea, Marisa K.
Bentham, James
Paciorek, Christopher J.
Iurilli, Nia
Carrillo-Larco, Rodrigo M.
Bennett, James E.
Di Cesare, Mariachiara
NCD Risk Factor Collaboration, (NCD-RisC)
author_sort Rodriguez-Martinez, Andrea
title Height and body-mass index trajectories of school-aged children and adolescents from 1985 to 2019 in 200 countries: pooled analysis of 2,086 population-based studies with 65 million participants
title_short Height and body-mass index trajectories of school-aged children and adolescents from 1985 to 2019 in 200 countries: pooled analysis of 2,086 population-based studies with 65 million participants
title_full Height and body-mass index trajectories of school-aged children and adolescents from 1985 to 2019 in 200 countries: pooled analysis of 2,086 population-based studies with 65 million participants
title_fullStr Height and body-mass index trajectories of school-aged children and adolescents from 1985 to 2019 in 200 countries: pooled analysis of 2,086 population-based studies with 65 million participants
title_full_unstemmed Height and body-mass index trajectories of school-aged children and adolescents from 1985 to 2019 in 200 countries: pooled analysis of 2,086 population-based studies with 65 million participants
title_sort height and body-mass index trajectories of school-aged children and adolescents from 1985 to 2019 in 200 countries: pooled analysis of 2,086 population-based studies with 65 million participants
publisher Elsevier
publishDate 2020
url https://eprints.mdx.ac.uk/31088/
https://eprints.mdx.ac.uk/31088/1/PIIS0140673620318596.pdf
https://doi.org/10.1016/S0140-6736(20)31859-6
geographic New Zealand
Pacific
geographic_facet New Zealand
Pacific
genre Iceland
genre_facet Iceland
op_relation https://eprints.mdx.ac.uk/31088/1/PIIS0140673620318596.pdf
Rodriguez-Martinez, Andrea </view/creators/Rodriguez-Martinez=3AAndrea=3A=3A.html>, Zhou, Bin </view/creators/Zhou=3ABin=3A=3A.html>, Sophiea, Marisa K. </view/creators/Sophiea=3AMarisa_K=2E=3A=3A.html>, Bentham, James </view/creators/Bentham=3AJames=3A=3A.html>, Paciorek, Christopher J. </view/creators/Paciorek=3AChristopher_J=2E=3A=3A.html>, Iurilli, Nia </view/creators/Iurilli=3ANia=3A=3A.html>, Carrillo-Larco, Rodrigo M. </view/creators/Carrillo-Larco=3ARodrigo_M=2E=3A=3A.html>, Bennett, James E. </view/creators/Bennett=3AJames_E=2E=3A=3A.html>, Di Cesare, Mariachiara </view/creators/Di_Cesare=3AMariachiara=3A=3A.html> orcid:0000-0002-3934-3364 , et, al. </view/creators/et=3Aal=2E=3A=3A.html> and NCD Risk Factor Collaboration, (NCD-RisC) </view/creators/NCD_Risk_Factor_Collaboration=3A=28NCD-RisC=29=3A=3A.html> (2020) Height and body-mass index trajectories of school-aged children and adolescents from 1985 to 2019 in 200 countries: pooled analysis of 2,086 population-based studies with 65 million participants. The Lancet <https://eprints.mdx.ac.uk/view/publications/The_Lancet.html>, 396 (10261) . pp. 1511-1524. ISSN 0140-6736 [Article]
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spelling ftmiddlesex:oai:eprints.mdx.ac.uk:31088 2023-05-15T16:53:19+02:00 Height and body-mass index trajectories of school-aged children and adolescents from 1985 to 2019 in 200 countries: pooled analysis of 2,086 population-based studies with 65 million participants Rodriguez-Martinez, Andrea Zhou, Bin Sophiea, Marisa K. Bentham, James Paciorek, Christopher J. Iurilli, Nia Carrillo-Larco, Rodrigo M. Bennett, James E. Di Cesare, Mariachiara NCD Risk Factor Collaboration, (NCD-RisC) 2020-11-07 application/pdf https://eprints.mdx.ac.uk/31088/ https://eprints.mdx.ac.uk/31088/1/PIIS0140673620318596.pdf https://doi.org/10.1016/S0140-6736(20)31859-6 en eng Elsevier https://eprints.mdx.ac.uk/31088/1/PIIS0140673620318596.pdf Rodriguez-Martinez, Andrea </view/creators/Rodriguez-Martinez=3AAndrea=3A=3A.html>, Zhou, Bin </view/creators/Zhou=3ABin=3A=3A.html>, Sophiea, Marisa K. </view/creators/Sophiea=3AMarisa_K=2E=3A=3A.html>, Bentham, James </view/creators/Bentham=3AJames=3A=3A.html>, Paciorek, Christopher J. </view/creators/Paciorek=3AChristopher_J=2E=3A=3A.html>, Iurilli, Nia </view/creators/Iurilli=3ANia=3A=3A.html>, Carrillo-Larco, Rodrigo M. </view/creators/Carrillo-Larco=3ARodrigo_M=2E=3A=3A.html>, Bennett, James E. </view/creators/Bennett=3AJames_E=2E=3A=3A.html>, Di Cesare, Mariachiara </view/creators/Di_Cesare=3AMariachiara=3A=3A.html> orcid:0000-0002-3934-3364 , et, al. </view/creators/et=3Aal=2E=3A=3A.html> and NCD Risk Factor Collaboration, (NCD-RisC) </view/creators/NCD_Risk_Factor_Collaboration=3A=28NCD-RisC=29=3A=3A.html> (2020) Height and body-mass index trajectories of school-aged children and adolescents from 1985 to 2019 in 200 countries: pooled analysis of 2,086 population-based studies with 65 million participants. The Lancet <https://eprints.mdx.ac.uk/view/publications/The_Lancet.html>, 396 (10261) . pp. 1511-1524. ISSN 0140-6736 [Article] cc_by_4 CC-BY Article PeerReviewed 2020 ftmiddlesex https://doi.org/10.1016/S0140-6736(20)31859-6 2022-03-03T06:48:32Z Background Comparable global data on health and nutrition of school-aged children and adolescents are scarce. We aimed to estimate age trajectories and time trends in mean height and mean body-mass index (BMI), which measures weight gain beyond what is expected from height gain, for school-aged children and adolescents. Methods For this pooled analysis, we used a database of cardiometabolic risk factors collated by the Non-Communicable Disease Risk Factor Collaboration. We applied a Bayesian hierarchical model to estimate trends from 1985 to 2019 in mean height and mean BMI in 1-year age groups for ages 5–19 years. The model allowed for non-linear changes over time in mean height and mean BMI and for non-linear changes with age of children and adolescents, including periods of rapid growth during adolescence. Findings We pooled data from 2181 population-based studies, with measurements of height and weight in 65 million participants in 200 countries and territories. In 2019, we estimated a difference of 20 cm or higher in mean height of 19-year-old adolescents between countries with the tallest populations (the Netherlands, Montenegro, Estonia, and Bosnia and Herzegovina for boys; and the Netherlands, Montenegro, Denmark, and Iceland for girls) and those with the shortest populations (Timor-Leste, Laos, Solomon Islands, and Papua New Guinea for boys; and Guatemala, Bangladesh, Nepal, and Timor-Leste for girls). In the same year, the difference between the highest mean BMI (in Pacific island countries, Kuwait, Bahrain, The Bahamas, Chile, the USA, and New Zealand for both boys and girls and in South Africa for girls) and lowest mean BMI (in India, Bangladesh, Timor-Leste, Ethiopia, and Chad for boys and girls; and in Japan and Romania for girls) was approximately 9–10 kg/m2. In some countries, children aged 5 years started with healthier height or BMI than the global median and, in some cases, as healthy as the best performing countries, but they became progressively less healthy compared with their comparators as they grew older by not growing as tall (eg, boys in Austria and Barbados, and girls in Belgium and Puerto Rico) or gaining too much weight for their height (eg, girls and boys in Kuwait, Bahrain, Fiji, Jamaica, and Mexico; and girls in South Africa and New Zealand). In other countries, growing children overtook the height of their comparators (eg, Latvia, Czech Republic, Morocco, and Iran) or curbed their weight gain (eg, Italy, France, and Croatia) in late childhood and adolescence. When changes in both height and BMI were considered, girls in South Korea, Vietnam, Saudi Arabia, Turkey, and some central Asian countries (eg, Armenia and Azerbaijan), and boys in central and western Europe (eg, Portugal, Denmark, Poland, and Montenegro) had the healthiest changes in anthropometric status over the past 3·5 decades because, compared with children and adolescents in other countries, they had a much larger gain in height than they did in BMI. The unhealthiest changes—gaining too little height, too much weight for their height compared with children in other countries, or both—occurred in many countries in sub-Saharan Africa, New Zealand, and the USA for boys and girls; in Malaysia and some Pacific island nations for boys; and in Mexico for girls. Interpretation The height and BMI trajectories over age and time of school-aged children and adolescents are highly variable across countries, which indicates heterogeneous nutritional quality and lifelong health advantages and risks. Article in Journal/Newspaper Iceland Middlesex University London: Research Repository New Zealand Pacific The Lancet 396 10261 1511 1524