TY - JOUR
T1 - Patterns of Growth in Childhood in Relation to Adult Schooling Attainment and Intelligence Quotient in 6 Birth Cohorts in Low- A nd Middle-Income Countries
T2 - Evidence from the Consortium of Health-Oriented Research in Transitioning Societies (COHORTS)
AU - Poveda, Natalia E.
AU - Hartwig, Fernando P.
AU - Victora, Cesar G.
AU - Adair, Linda S.
AU - Barros, Fernando C.
AU - Bhargava, Santosh K.
AU - Horta, Bernardo L.
AU - Lee, Nanette R.
AU - Martorell, Reynaldo
AU - Mazariegos, Mónica
AU - Menezes, Ana M.B.
AU - Norris, Shane A.
AU - Richter, Linda M.
AU - Sachdev, Harshpal Singh
AU - Stein, Alan
AU - Wehrmeister, Fernando C.
AU - Stein, Aryeh D.
AU - Lima, Natalia P.
AU - Goncalves, Helen
AU - Da Silva, Bruna Goncalves C.
AU - De Oliveira, Paula D.
AU - Murray, Joseph
AU - Mpondo, Feziwe
AU - Nyati, Lukhanyo
AU - Fall, Caroline H.D.
AU - Osmond, Clive
AU - Ramakrishnan, Lakshmy
AU - Sinha, Sikha
AU - Singh, Bhaskar
AU - Ramirez-Zea, Manuel
AU - Kroker-Lobos, Maria F.
AU - Bas, Isabelita
AU - Bechayda, Sonny Agustin
AU - Carba, Delia
AU - Perez, Tita Lorna
AU - Wray, Charlotte
AU - Scerif, Gaia
N1 - Publisher Copyright:
© 2021 Oxford University Press. All rights reserved.
PY - 2021/8/1
Y1 - 2021/8/1
N2 - Background: Growth faltering has been associated with poor intellectual performance. The relative strengths of associations between growth in early and in later childhood remain underexplored. Objectives: We examined the association between growth in childhood and adult human capital in 5 low- A nd middleincome countries (LMICs). Methods: We analyzed data from 9503 participants in 6 prospective birth cohorts from 5 LMICs (Brazil, Guatemala, India, the Philippines, and South Africa).We used linear and quasi-Poisson regression models to assess the associations between measures of height and relative weight at 4 age intervals [birth, age ∼2 y, midchildhood (MC), adulthood] and 2 dimensions of adult human capital [schooling attainment and Intelligence Quotient (IQ)]. Results: Meta-analysis of site- A nd sex-specific estimates showed statistically significant associations between size at birth and height at ∼2 y and the 2 outcomes (P < 0.001). Weight and length at birth and linear growth from birth to ∼2 y of age (1 z-score difference) were positively associated with schooling attainment (β: 0.13; 95% CI: 0.08, 0.19, β: 0.17; 95% CI: 0.07, 0.32, and β: 0.25, 95% CI: 0.10, 0.40, respectively) and adult IQ (β: 0.74, 95% CI: 0.35, 1.14, β: 0.73, 95% CI: 0.35, 1.10, and β: 1.52, 95% CI: 0.96, 2.08, respectively). Linear growth from age 2 y to MC and from MC to adulthood was not associated with higher school attainment or IQ. Change in relative weight in early childhood, MC, and adulthood was not associated with either outcome. Conclusions: Linear growth in the first 1000 d is a predictor of schooling attainment and IQ in adulthood in LMICs. Linear growth in later periods was not associated with either of these outcomes. Changes in relative weight across the life course were not associated with schooling and IQ in adulthood.
AB - Background: Growth faltering has been associated with poor intellectual performance. The relative strengths of associations between growth in early and in later childhood remain underexplored. Objectives: We examined the association between growth in childhood and adult human capital in 5 low- A nd middleincome countries (LMICs). Methods: We analyzed data from 9503 participants in 6 prospective birth cohorts from 5 LMICs (Brazil, Guatemala, India, the Philippines, and South Africa).We used linear and quasi-Poisson regression models to assess the associations between measures of height and relative weight at 4 age intervals [birth, age ∼2 y, midchildhood (MC), adulthood] and 2 dimensions of adult human capital [schooling attainment and Intelligence Quotient (IQ)]. Results: Meta-analysis of site- A nd sex-specific estimates showed statistically significant associations between size at birth and height at ∼2 y and the 2 outcomes (P < 0.001). Weight and length at birth and linear growth from birth to ∼2 y of age (1 z-score difference) were positively associated with schooling attainment (β: 0.13; 95% CI: 0.08, 0.19, β: 0.17; 95% CI: 0.07, 0.32, and β: 0.25, 95% CI: 0.10, 0.40, respectively) and adult IQ (β: 0.74, 95% CI: 0.35, 1.14, β: 0.73, 95% CI: 0.35, 1.10, and β: 1.52, 95% CI: 0.96, 2.08, respectively). Linear growth from age 2 y to MC and from MC to adulthood was not associated with higher school attainment or IQ. Change in relative weight in early childhood, MC, and adulthood was not associated with either outcome. Conclusions: Linear growth in the first 1000 d is a predictor of schooling attainment and IQ in adulthood in LMICs. Linear growth in later periods was not associated with either of these outcomes. Changes in relative weight across the life course were not associated with schooling and IQ in adulthood.
KW - cohort studies
KW - conditional height
KW - conditional relative weight
KW - growth
KW - intelligence quotient
KW - schooling attainment
UR - http://www.scopus.com/inward/record.url?scp=85114067896&partnerID=8YFLogxK
U2 - 10.1093/jn/nxab096
DO - 10.1093/jn/nxab096
M3 - Article
C2 - 33982126
AN - SCOPUS:85114067896
SN - 0022-3166
VL - 151
SP - 2342
EP - 2352
JO - Journal of Nutrition
JF - Journal of Nutrition
IS - 8
ER -