Patterns of Growth in Childhood in Relation to Adult Schooling Attainment and Intelligence Quotient in 6 Birth Cohorts in Low- and Middle-Income Countries: Evidence from the Consortium of Health-Oriented Research in Transitioning Societies (COHORTS)

Author:

Poveda Natalia E1ORCID,Hartwig Fernando P23ORCID,Victora Cesar G2ORCID,Adair Linda S4ORCID,Barros Fernando C5ORCID,Bhargava Santosh K6,Horta Bernardo L2ORCID,Lee Nanette R7,Martorell Reynaldo18ORCID,Mazariegos Mónica9ORCID,Menezes Ana M B2ORCID,Norris Shane A1011ORCID,Richter Linda M12ORCID,Sachdev Harshpal Singh13ORCID,Stein Alan1415ORCID,Wehrmeister Fernando C2ORCID,Stein Aryeh D18ORCID,Lima Natalia P,Goncalves Helen,da Silva Bruna Goncalves C,de Oliveira Paula D,Murray Joseph,Mpondo Feziwe,Nyati Lukhanyo,Fall Caroline H D,Osmond Clive,Ramakrishnan Lakshmy,Sinha Sikha,Singh Bhaskar,Ramirez-Zea Manuel,Kroker-Lobos Maria F,Bas Isabelita,Bechayda Sonny Agustin,Carba Delia,Perez Tita Lorna,Wray Charlotte,Scerif Gaia,

Affiliation:

1. Nutrition and Health Sciences, Laney Graduate School, Emory University, Atlanta, GA, USA

2. Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil

3. Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom

4. Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA

5. Postgraduate Program in Health and Behaviour, Universidade Católica de Pelotas, Pelotas, Brazil

6. Consultant Pediatrician and Founder New Delhi Birth Cohort, New Delhi, India

7. USC-Office of Population Studies Foundation, Inc, University of San Carlos – TC, Talamban, Cebu City, Cebu, Philippines

8. Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta GA, USA

9. INCAP Research Center for the Prevention of Chronic Diseases (CIIPEC), Institute of Nutrition of Central America and Panama (INCAP), Guatemala City, Guatemala

10. SAMRC Developmental Pathways for Health Research Unit, University of the Witwatersrand, Johannesburg, South Africa

11. Global Health Research Institute, School of Human Development and Health & NIHR Southampton Biomedical Research Centre, University of Southampton, United Kingdom

12. DSI-NRF Centre of Excellence in Human Development, University of the Witwatersrand, Johannesburg, South Africa

13. Senior Consultant Pediatrics and Clinical Epidemiology, Sitaram Bhartia Institute of Science and Research, New Delhi, India

14. Department of Psychiatr, University of Oxford, Oxford, United Kingdom

15. MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa

Abstract

ABSTRACT 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- and middle-income 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- and 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.

Publisher

Oxford University Press (OUP)

Subject

Nutrition and Dietetics,Medicine (miscellaneous)

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