TY - JOUR
T1 - Height and body-mass index trajectories of school-aged children and adolescents from 1985 to 2019 in 200 countries and territories
T2 - a pooled analysis of 2181 population-based studies with 65 million participants
AU - NCD Risk Factor Collaboration (NCD-RisC)
AU - Rodriguez-Martinez, Andrea
AU - Zhou, Bin
AU - Sophiea, Marisa K.
AU - Bentham, James
AU - Paciorek, Christopher J.
AU - Iurilli, Maria LC
AU - Carrillo-Larco, Rodrigo M.
AU - Bennett, James E.
AU - Di Cesare, Mariachiara
AU - Taddei, Cristina
AU - Bixby, Honor
AU - Stevens, Gretchen A.
AU - Riley, Leanne M.
AU - Cowan, Melanie J.
AU - Savin, Stefan
AU - Danaei, Goodarz
AU - Chirita-Emandi, Adela
AU - Kengne, Andre P.
AU - Khang, Young Ho
AU - Laxmaiah, Avula
AU - Malekzadeh, Reza
AU - Miranda, J. Jaime
AU - Moon, Jin Soo
AU - Popovic, Stevo R.
AU - Sørensen, Thorkild IA
AU - Soric, Maroje
AU - Starc, Gregor
AU - Zainuddin, Ahmad A.
AU - Gregg, Edward W.
AU - Bhutta, Zulfiqar A.
AU - Black, Robert
AU - Abarca-Gómez, Leandra
AU - Abdeen, Ziad A.
AU - Abdrakhmanova, Shynar
AU - Abdul Ghaffar, Suhaila
AU - Abdul Rahim, Hanan F.
AU - Abu-Rmeileh, Niveen M.
AU - Abubakar Garba, Jamila
AU - Acosta-Cazares, Benjamin
AU - Adams, Robert J.
AU - Aekplakorn, Wichai
AU - Afsana, Kaosar
AU - Afzal, Shoaib
AU - Agdeppa, Imelda A.
AU - Aghazadeh-Attari, Javad
AU - Aguilar-Salinas, Carlos A.
AU - Agyemang, Charles
AU - Ahmad, Mohamad Hasnan
AU - Ahmad, Noor Ani
AU - Ahmadi, Ali
AU - Ahmadi, Naser
AU - Ahmed, Soheir H.
AU - Ahrens, Wolfgang
AU - Aitmurzaeva, Gulmira
AU - Ajlouni, Kamel
AU - Al-Hazzaa, Hazzaa M.
AU - Al-Othman, Amani Rashed
AU - Al-Raddadi, Rajaa
AU - Alarouj, Monira
AU - AlBuhairan, Fadia
AU - AlDhukair, Shahla
AU - Ali, Mohamed M.
AU - Alkandari, Abdullah
AU - Alkerwi, Ala'a
AU - Allin, Kristine
AU - Alvarez-Pedrerol, Mar
AU - Aly, Eman
AU - Amarapurkar, Deepak N.
AU - Amiri, Parisa
AU - Amougou, Norbert
AU - Amouyel, Philippe
AU - Andersen, Lars Bo
AU - Anderssen, Sigmund A.
AU - Ängquist, Lars
AU - Anjana, Ranjit Mohan
AU - Ansari-Moghaddam, Alireza
AU - Aounallah-Skhiri, Hajer
AU - Araújo, Joana
AU - Ariansen, Inger
AU - Aris, Tahir
AU - Arku, Raphael E.
AU - Arlappa, Nimmathota
AU - Aryal, Krishna K.
AU - Aspelund, Thor
AU - Assah, Felix K.
AU - Assunção, Maria Cecília F.
AU - Aung, May Soe
AU - Auvinen, Juha
AU - Avdicová, Mária
AU - Azevedo, Ana
AU - Azimi-Nezhad, Mohsen
AU - Azizi, Fereidoun
AU - Azmin, Mehrdad
AU - Babu, Bontha V.
AU - Bæksgaard Jørgensen, Maja
AU - Baharudin, Azli
AU - Bahijri, Suhad
AU - Baker, Jennifer L.
AU - Balakrishna, Nagalla
AU - Bamoshmoosh, Mohamed
AU - Banach, Maciej
AU - Bandosz, Piotr
AU - Banegas, José R.
AU - Baran, Joanna
AU - Barbagallo, Carlo M.
AU - Barceló, Alberto
AU - Barkat, Amina
AU - Barros, Aluisio JD
AU - Barros, Mauro Virgílio Gomes
AU - Basit, Abdul
AU - Bastos, Joao Luiz D.
AU - Bata, Iqbal
AU - Batieha, Anwar M.
AU - Batista, Rosangela L.
AU - Battakova, Zhamilya
AU - Batyrbek, Assembekov
AU - Baur, Louise A.
AU - Beaglehole, Robert
AU - Bel-Serrat, Silvia
AU - Belavendra, Antonisamy
AU - Ben Romdhane, Habiba
AU - Benedics, Judith
AU - Benet, Mikhail
AU - Bennett, James E.
AU - Berkinbayev, Salim
AU - Bernabe-Ortiz, Antonio
AU - Bernotiene, Gailute
AU - Bettiol, Heloísa
AU - Bezerra, Jorge
AU - Bhagyalaxmi, Aroor
AU - Bharadwaj, Sumit
AU - Bhargava, Santosh K.
AU - Bhutta, Zulfiqar A.
AU - Bi, Hongsheng
AU - Bi, Yufang
AU - Bia, Daniel
AU - Bika Lele, Elysée Claude
AU - Bikbov, Mukharram M.
AU - Bista, Bihungum
AU - Bjelica, Dusko J.
AU - Bjerregaard, Peter
AU - Bjertness, Espen
AU - Bjertness, Marius B.
AU - Björkelund, Cecilia
AU - Bloch, Katia V.
AU - Blokstra, Anneke
AU - Bo, Simona
AU - Bobak, Martin
AU - Boddy, Lynne M.
AU - Boehm, Bernhard O.
AU - Boeing, Heiner
AU - Boggia, Jose G.
AU - Bogova, Elena
AU - Boissonnet, Carlos P.
AU - Bojesen, Stig E.
AU - Bonaccio, Marialaura
AU - Bongard, Vanina
AU - Bonilla-Vargas, Alice
AU - Bopp, Matthias
AU - Borghs, Herman
AU - Bovet, Pascal
AU - Braeckevelt, Lien
AU - Braeckman, Lutgart
AU - Bragt, Marjolijn CE
AU - Brajkovich, Imperia
AU - Branca, Francesco
AU - Breckenkamp, Juergen
AU - Breda, João
AU - Brenner, Hermann
AU - Brewster, Lizzy M.
AU - Brian, Garry R.
AU - Brinduse, Lacramioara
AU - Brophy, Sinead
AU - Bruno, Graziella
AU - Bueno-de-Mesquita, H. Bas
AU - Bugge, Anna
AU - Buoncristiano, Marta
AU - Burazeri, Genc
AU - Burns, Con
AU - Cabrera de León, Antonio
AU - Cacciottolo, Joseph
AU - Cai, Hui
AU - Cama, Tilema
AU - Cameron, Christine
AU - Camolas, José
AU - Can, Günay
AU - Cândido, Ana Paula C.
AU - Cañete, Felicia
AU - Capanzana, Mario V.
AU - Capková, Nadežda
AU - Capuano, Eduardo
AU - Capuano, Vincenzo
AU - Cardol, Marloes
AU - Cardoso, Viviane C.
AU - Carlsson, Axel C.
AU - Carmuega, Esteban
AU - Carvalho, Joana
AU - Casajús, José A.
AU - Casanueva, Felipe F.
AU - Celikcan, Ertugrul
AU - Censi, Laura
AU - Cervantes-Loaiza, Marvin
AU - Cesar, Juraci A.
AU - Chamukuttan, Snehalatha
AU - Chan, Angelique W.
AU - Chan, Queenie
AU - Chaturvedi, Himanshu K.
AU - Chaturvedi, Nish
AU - Che Abdul Rahim, Norsyamlina
AU - Chen, Chien Jen
AU - Chen, Fangfang
AU - Chen, Huashuai
AU - Chen, Shuohua
AU - Chen, Zhengming
AU - Cheng, Ching Yu
AU - Cheraghian, Bahman
AU - Chetrit, Angela
AU - Chikova-Iscener, Ekaterina
AU - Chiolero, Arnaud
AU - Chiou, Shu Ti
AU - Chirita-Emandi, Adela
AU - Chirlaque, María Dolores
AU - Cho, Belong
AU - Christensen, Kaare
AU - Christofaro, Diego G.
AU - Chudek, Jerzy
AU - Cifkova, Renata
AU - Cilia, Michelle
AU - Cinteza, Eliza
AU - Claessens, Frank
AU - Clarke, Janine
AU - Clays, Els
AU - Cohen, Emmanuel
AU - Concin, Hans
AU - Confortin, Susana C.
AU - Cooper, Cyrus
AU - Coppinger, Tara C.
AU - Corpeleijn, Eva
AU - Costanzo, Simona
AU - Cottel, Dominique
AU - Cowell, Chris
AU - Craig, Cora L.
AU - Crampin, Amelia C.
AU - Crujeiras, Ana B.
AU - Csilla, Semánová
AU - Cucu, Alexandra M.
AU - Cui, Liufu
AU - Cureau, Felipe V.
AU - D'Arrigo, Graziella
AU - d'Orsi, Eleonora
AU - Dacica, Liliana
AU - Dal Re Saavedra, María Ángeles
AU - Laatikainen, Tiina
PY - 2020/11/7
Y1 - 2020/11/7
N2 - 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. Funding: Wellcome Trust, AstraZeneca Young Health Programme, EU.
AB - 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. Funding: Wellcome Trust, AstraZeneca Young Health Programme, EU.
KW - Height index trajectories
KW - Body-mass index trajectories
KW - children
KW - adolescents
KW - Bayesian hierarchical model
UR - http://www.scopus.com/inward/record.url?scp=85095409894&partnerID=8YFLogxK
U2 - 10.1016/S0140-6736(20)31859-6
DO - 10.1016/S0140-6736(20)31859-6
M3 - Article
AN - SCOPUS:85095409894
SN - 0140-6736
VL - 396
SP - 1511
EP - 1524
JO - Lancet
JF - Lancet
IS - 10261
ER -