Height and body-mass index trajectories of school-aged children and adolescents from 1985 to 2019 in 200 countries and territories: a pooled analysis of 2181 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...

Full description

Bibliographic Details
Published in:The Lancet
Main Authors: Rodriguez-Martinez, Andrea, Zhou, Bin, Sophiea, Marisa K., Bentham, James, Paciorek, Christopher J., Turilli, Maria L.C., Andersen, Lars Bo, Anderssen, Sigmund Alfred, Ariansen, Inger Kristine Holtermann, Bjertness, Espen, Bjertness, Marius Bergsmark, Ekelund, Ulf, Graff-Iversen, Sidsel, Grøholt, Else Karin, Haugsgjerd, Teresa Risan, Bergh, Ingunn Holden, Janszky, Imre, Kolle, Elin, Krokstad, Steinar, Madar, Ahmed Ali, Sen, Abhijit, Skodje, Gry Irene, Sørgjerd, Elin Pettersen, Nilsen, Bente, Steene-Johannessen, Jostein, Tarp, Jakob, Tell, Grete S., Torheim, Liv Elin, Wilsgaard, Tom, Carrillo-Larco, Rodrigo M., Bennett, James E., Di Cesare, Mariachiara, Taddei, Cristina, Bixby, Honor, Stevens, Gretchen A., Riley, Leanne M., Cowan, Melanie J., Savin, Stefan, Danaei, Goodarz, Chirita-Emandi, Adela, Kengne, Andre P, Khang, Young-Ho, Laxmaiah, Avula, Malekzadeh, Reza, Miranda, Jaime, Moon, Jin Soo, Popovic, Stevo, Sørensen, Thorkild I.A., Soric, Maroje, Starc, Gregor
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier 2020
Subjects:
Online Access:https://hdl.handle.net/11250/2726436
https://doi.org/10.1016/S0140-6736(20)31859-6
id ftntnutrondheimi:oai:ntnuopen.ntnu.no:11250/2726436
record_format openpolar
institution Open Polar
collection NTNU Open Archive (Norwegian University of Science and Technology)
op_collection_id ftntnutrondheimi
language English
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 subSaharan 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. Funding Wellcome Trust, AstraZeneca Young Health Programme, EU. publishedVersion © 2020 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license
format Article in Journal/Newspaper
author Rodriguez-Martinez, Andrea
Zhou, Bin
Sophiea, Marisa K.
Bentham, James
Paciorek, Christopher J.
Turilli, Maria L.C.
Andersen, Lars Bo
Anderssen, Sigmund Alfred
Ariansen, Inger Kristine Holtermann
Bjertness, Espen
Bjertness, Marius Bergsmark
Ekelund, Ulf
Graff-Iversen, Sidsel
Grøholt, Else Karin
Haugsgjerd, Teresa Risan
Bergh, Ingunn Holden
Janszky, Imre
Kolle, Elin
Krokstad, Steinar
Madar, Ahmed Ali
Sen, Abhijit
Skodje, Gry Irene
Sørgjerd, Elin Pettersen
Nilsen, Bente
Steene-Johannessen, Jostein
Tarp, Jakob
Tell, Grete S.
Torheim, Liv Elin
Wilsgaard, Tom
Carrillo-Larco, Rodrigo M.
Bennett, James E.
Di Cesare, Mariachiara
Taddei, Cristina
Bixby, Honor
Stevens, Gretchen A.
Riley, Leanne M.
Cowan, Melanie J.
Savin, Stefan
Danaei, Goodarz
Chirita-Emandi, Adela
Kengne, Andre P
Khang, Young-Ho
Laxmaiah, Avula
Malekzadeh, Reza
Miranda, Jaime
Moon, Jin Soo
Popovic, Stevo
Sørensen, Thorkild I.A.
Soric, Maroje
Starc, Gregor
spellingShingle Rodriguez-Martinez, Andrea
Zhou, Bin
Sophiea, Marisa K.
Bentham, James
Paciorek, Christopher J.
Turilli, Maria L.C.
Andersen, Lars Bo
Anderssen, Sigmund Alfred
Ariansen, Inger Kristine Holtermann
Bjertness, Espen
Bjertness, Marius Bergsmark
Ekelund, Ulf
Graff-Iversen, Sidsel
Grøholt, Else Karin
Haugsgjerd, Teresa Risan
Bergh, Ingunn Holden
Janszky, Imre
Kolle, Elin
Krokstad, Steinar
Madar, Ahmed Ali
Sen, Abhijit
Skodje, Gry Irene
Sørgjerd, Elin Pettersen
Nilsen, Bente
Steene-Johannessen, Jostein
Tarp, Jakob
Tell, Grete S.
Torheim, Liv Elin
Wilsgaard, Tom
Carrillo-Larco, Rodrigo M.
Bennett, James E.
Di Cesare, Mariachiara
Taddei, Cristina
Bixby, Honor
Stevens, Gretchen A.
Riley, Leanne M.
Cowan, Melanie J.
Savin, Stefan
Danaei, Goodarz
Chirita-Emandi, Adela
Kengne, Andre P
Khang, Young-Ho
Laxmaiah, Avula
Malekzadeh, Reza
Miranda, Jaime
Moon, Jin Soo
Popovic, Stevo
Sørensen, Thorkild I.A.
Soric, Maroje
Starc, Gregor
Height and body-mass index trajectories of school-aged children and adolescents from 1985 to 2019 in 200 countries and territories: a pooled analysis of 2181 population-based studies with 65 million participants
author_facet Rodriguez-Martinez, Andrea
Zhou, Bin
Sophiea, Marisa K.
Bentham, James
Paciorek, Christopher J.
Turilli, Maria L.C.
Andersen, Lars Bo
Anderssen, Sigmund Alfred
Ariansen, Inger Kristine Holtermann
Bjertness, Espen
Bjertness, Marius Bergsmark
Ekelund, Ulf
Graff-Iversen, Sidsel
Grøholt, Else Karin
Haugsgjerd, Teresa Risan
Bergh, Ingunn Holden
Janszky, Imre
Kolle, Elin
Krokstad, Steinar
Madar, Ahmed Ali
Sen, Abhijit
Skodje, Gry Irene
Sørgjerd, Elin Pettersen
Nilsen, Bente
Steene-Johannessen, Jostein
Tarp, Jakob
Tell, Grete S.
Torheim, Liv Elin
Wilsgaard, Tom
Carrillo-Larco, Rodrigo M.
Bennett, James E.
Di Cesare, Mariachiara
Taddei, Cristina
Bixby, Honor
Stevens, Gretchen A.
Riley, Leanne M.
Cowan, Melanie J.
Savin, Stefan
Danaei, Goodarz
Chirita-Emandi, Adela
Kengne, Andre P
Khang, Young-Ho
Laxmaiah, Avula
Malekzadeh, Reza
Miranda, Jaime
Moon, Jin Soo
Popovic, Stevo
Sørensen, Thorkild I.A.
Soric, Maroje
Starc, Gregor
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 and territories: a pooled analysis of 2181 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 and territories: a pooled analysis of 2181 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 and territories: a pooled analysis of 2181 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 and territories: a pooled analysis of 2181 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 and territories: a pooled analysis of 2181 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 and territories: a pooled analysis of 2181 population-based studies with 65 million participants
publisher Elsevier
publishDate 2020
url https://hdl.handle.net/11250/2726436
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_source 1511-1524
396
The Lancet
10261
op_relation The Lancet. 2020, 396 (10261), 1511-1524.
urn:issn:0140-6736
https://hdl.handle.net/11250/2726436
https://doi.org/10.1016/S0140-6736(20)31859-6
cristin:1886561
op_rights Navngivelse 4.0 Internasjonal
http://creativecommons.org/licenses/by/4.0/deed.no
op_rightsnorm CC-BY
op_doi https://doi.org/10.1016/S0140-6736(20)31859-6
container_title The Lancet
container_volume 396
container_issue 10261
container_start_page 1511
op_container_end_page 1524
_version_ 1766043861391507456
spelling ftntnutrondheimi:oai:ntnuopen.ntnu.no:11250/2726436 2023-05-15T16:53:20+02:00 Height and body-mass index trajectories of school-aged children and adolescents from 1985 to 2019 in 200 countries and territories: a pooled analysis of 2181 population-based studies with 65 million participants Rodriguez-Martinez, Andrea Zhou, Bin Sophiea, Marisa K. Bentham, James Paciorek, Christopher J. Turilli, Maria L.C. Andersen, Lars Bo Anderssen, Sigmund Alfred Ariansen, Inger Kristine Holtermann Bjertness, Espen Bjertness, Marius Bergsmark Ekelund, Ulf Graff-Iversen, Sidsel Grøholt, Else Karin Haugsgjerd, Teresa Risan Bergh, Ingunn Holden Janszky, Imre Kolle, Elin Krokstad, Steinar Madar, Ahmed Ali Sen, Abhijit Skodje, Gry Irene Sørgjerd, Elin Pettersen Nilsen, Bente Steene-Johannessen, Jostein Tarp, Jakob Tell, Grete S. Torheim, Liv Elin Wilsgaard, Tom Carrillo-Larco, Rodrigo M. Bennett, James E. Di Cesare, Mariachiara Taddei, Cristina Bixby, Honor Stevens, Gretchen A. Riley, Leanne M. Cowan, Melanie J. Savin, Stefan Danaei, Goodarz Chirita-Emandi, Adela Kengne, Andre P Khang, Young-Ho Laxmaiah, Avula Malekzadeh, Reza Miranda, Jaime Moon, Jin Soo Popovic, Stevo Sørensen, Thorkild I.A. Soric, Maroje Starc, Gregor 2020 application/pdf https://hdl.handle.net/11250/2726436 https://doi.org/10.1016/S0140-6736(20)31859-6 eng eng Elsevier The Lancet. 2020, 396 (10261), 1511-1524. urn:issn:0140-6736 https://hdl.handle.net/11250/2726436 https://doi.org/10.1016/S0140-6736(20)31859-6 cristin:1886561 Navngivelse 4.0 Internasjonal http://creativecommons.org/licenses/by/4.0/deed.no CC-BY 1511-1524 396 The Lancet 10261 Peer reviewed Journal article 2020 ftntnutrondheimi https://doi.org/10.1016/S0140-6736(20)31859-6 2021-02-10T23:35:01Z 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 subSaharan 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. Funding Wellcome Trust, AstraZeneca Young Health Programme, EU. publishedVersion © 2020 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license Article in Journal/Newspaper Iceland NTNU Open Archive (Norwegian University of Science and Technology) New Zealand Pacific The Lancet 396 10261 1511 1524