Abstract
Studies conducted in developing countries have noted associations between concurrent stunting, social-emotional problems and poor cognitive ability in young children. However, the relative contribution of these variables in Latin America is likely changing as undernutrition rates decline and prevalence of childhood obesity rises. We conducted a cross-sectional study of 106 normal-weight and 109 obese preschool children to compare the relative contribution of early nutrition, sociodemographic factors and psychosocial variables on cognitive development in normal-weight and obese preschool children in Chile. The study variables were categorized as: (1) socio-demographic (age, sex, birth order and socioeconomic) (2) early nutrition (maternal height, birth weight, birth length and height at 5 years) (3) psychosocial factors (maternal depression, social-emotional wellbeing and home space sufficiency). In order to assess determinants of cognitive development at 4–5 years we measured intelligence quotient (IQ); variability in normal children was mostly explained by socio-demographic characteristics (r2 = 0.26), while in obese children early nutritional factors had a significant effect (r2 = 0.12) beyond socio-demographic factors (r2 = 0.19). Normal-weight children, who were first born, of slightly better SES and height Z score >1, had an IQ ≥ 6 points greater than their counterparts (p < 0.05). Obese children who were first born with birth weight >4,000 g and low risk of socio-emotional problems had on average ≥5 IQ points greater than their peers (p < 0.05). We conclude that in Chile, a post-transitional country, IQ variability of normal children was mostly explained by socio-demographic characteristics; while in obese children, early nutrition also played a significant role.
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References
United Nations International Children′s Emergency Fund. (2001). The state of the world’s children 2000, early childhood. New York: UNICEF.
Grantham-McGregor, S. (2007). Bun Cheung Y, Cueto S, Glewwe P, Richer L, Trupp B and the international Child Development Steering Group. Developmental potential in the first 5 years for children in developing countries. Lancet, 369(9555), 60–70.
Deaton, A. (2007). Heigh, health, and development. Proc Natl Acad Sci, 104(33), 13232–13237.
Sørensen, H. T., Sabroe, S., Olsen, J., Rothman, K. J., Gillman, M. W., & Fischer, P. (1997). Birth weight and cognitive function in young adult life, historical cohort study. British Medical Journal, 315(7105), 401–403.
Cournot, M., Marquié, J. C., Ansiau, D., Martinaud, C., Fonds, H., Ferrieres, J., et al. (2006). Relation between body mass index and cognitive function in healty middle-aged men and women. Nerology, 67, 1208–1214.
Miller, J. L., Couch, J., Schwenk, K., Long, M., Towler, S., Theriaque, D. W., et al. (2009). Early childhood obesity is associated with compromised cerebellar development. Dev Neuropsychol, 34(3), 272–283.
Yu, Z. B., Han, S. P., Cao, X. G., & Guo, X. R. (2009). Intelligence in relation to obesity, a systematic review and meta-analysis. Obesity Reviews, 11(9), 656–670.
Li, X. (1995). A study of intelligence and personality in children with simple obesity. International Journal of Obesity and Related Metabolic Disorders, 19(5), 355–357.
Sorensen, T. I., Sonne-Holm, S., & Christensen, U. (1983). Cognitive deficiency in obesity independent of social origin. Lancet, 1(8333), 1105–1106.
Wang, F., & Veugelers, P. (2008). Self-esteem and cognitive development in the era of the childhood obesity epidemic. Obesity Reviews, 9(6), 615–623.
Hackman, D., & Farah, M. J. (2009). Socioeconomic status and the developing brain. Trends Cogn Sci, 13(2), 65–73.
Andrade, S. D., Bastos, A., Marcondes, M., Almeida-Filho, N., & Barreto, M. (2005). Family environment and child′s cognitive development: an epidemiological approach. Rev Sáude Pública, 39(4), 1–6.
Petterson, S. (2001). Effects of poverty and maternal depression on early child deveolpmen. Child Development, 72(6), 1794–1813.
Datar, A., & Sturm, R. (2004). Childhood overweight and parent- and teacher-reporter behavior problems: evidence from a prospective study of kindergartners. Arch Pediatr Adolsc Med, 158(8), 804–810.
Sawyer, M., Miller-Lewis, L., Guy, S., Wake, M., Canterford, L., & Carlin, J. (2006). Is there a relationship between overweight and obesity and mental health problems in 4- to 5-year-old Australian children? Ambulatory Pediatrics, 6(6), 306–311.
Agostini, C., Brown, P., & Góngora, D. (2008). Spatial distribution of poverty in chile. Estud Econ, 35(1), 79–110.
Mönckeberg, F. (2003). Prevention of undernutrition in Chile experience lived by an actor and expectator. Rev Chil Nutr, 30(Suppl 1), 160–176.
Kain, J., Uauy, R., Lera, L., Taibo, M., Espejo, F., & Albala, C. (2005). Evolution of the nutritional status of six years old Chilean children (1987–2003). Rev Méd Chile, 133(9), 1013–1020.
Kain, J., Uauy, R., Lera, L., & Taibo, M. (2005). AlbalaC. Trends in height and BMI of 6-year-old children during the nutrition transition in Chile. Obesity Research, 13(12), 2178–2186.
Chilean Government National Board for School Assistance and Scholarships. (2008). Nutritional Map 2008. Santiago of Chile: JUNJI Available at http://www.junaeb.cl.
Ministry of Health of Chilean Government (2007). II Survey on Quality of Life and Health Chile 2006. Santiago of Chile: MINSAL. Available at http://epi.minsal.cl/epi/html/sdesalud/calidaddevida2006/index.http.
Kain, J., Corvalán, C., Lera, L., Galván, M., & Uauy, R. (2009). Accelerated growth in early life and obesity in preschool Chilean chlidren. Obesity, 17(8), 1603–1608.
Gonzalez, R., Merialdi, M., Lincetto, O., Lauer, J., Becerra, C., Castro, R., et al. (2006). Reduction in neonatal mortality in Chile between 1990 and 2000. Pediatrics, 117(5), 949–954.
Cohen, J. (1997). Statistical power analysis for the behavioral sciences Revised edition. New York: Academic Press.
Wechsler, D. (1989). Wechsler preschool and primary scale of intelligence-revised WPPSI-R. New York: Harcour Brace.
ADIMARK(2000). Socioeconomic status Esomar. Application manual. Santiago of Chile: adimark. Avaible at http://www.microweb.cl/idm/documentos/ESOMAR.pdf.
Amigo, H., Vásquez, S., Bustos, P., Ortiz, G., & Lara, M. (2012). Socioeconomic status and age at menarche in indigenous and non-indigenous Chilean adolescents. Cad Saude Publica, 28(5), 977–983.
Amigo, H., & Bustos, P. (2005). A feeling of well-being accompanied by a period of prosperity and birthweight in Chile: a possible link? Paediatric and Perinatal Epidemiology, 19(6), 426–434.
Kessler, R., Andrews, G., Mroczek, D., Ustun, B., & Wittchen, H. (1998). The world health organization composite international diagnostic interview short-form (CIDI-SF). Int J Methods Psychiatr Res, 7(4), 171–185.
Lira M.I., Edwards M., Hurtado M, R S. Lira M.I, Edwards M., Hurtado M., Seguel R. (2004). Self reported socio-emotional wellbeing for children of kindergarden to 2º basic. Santiago of Chile: University Catolic of Chile. Available at http://www.cedep.info/resumenlibros.php.
World Health Organization Child Growth Standards (2006). Length/height-for-age, weight-for-age, weight-for-length, weight-for-height and body mass index-for-age; methods and development. Geneva: world health organization; Available at http://www.who.int/childgrowth/standards/technical_report/en/.
Monden, C., & Smits, J. (2009). Maternal height and child mortality in 42 developing countries. Am J Hum Biol, 21(3), 305–311.
Gigantesco, A., & Morosini, P. (2008). Development, reliability and factor analysis of a self-administered questionnaire which originates from the world health organization’s composite international diagnostic interview-short form (CIDI-SF) for assessing mental disorders. Clin Pract Epidemiol Ment Health, 2008(4), 8.
StatCorp, (2007). Stata statistical software. Texas: StatCorp LP.
Datar, A., Sturm, R., & Magnabosco, J. L. (2004). Childhhod overweight and academic performance: national study of kindergartners and first-graders. Obesity Research, 12(1), 58–68.
Craft, S., & Watson, G. S. (2004). Insulin and neurodegenerative disease: shared and specific mechanisms. Lancet Nerol, 3(3), 169–178.
Farr, S. A., Banks, W. A., & Morley, J. E. (2006). Effects of leptin on memory processing. Peptides, 27(6), 1420–1425.
Santos, D. N., Assis, A. M., Bastos, A. C., Santos, L. M., Santos, C. A., Strina, A., et al. (2008). Determinants of cognitive function in childhood: a cohort study in middle income context. BMC Public Health, 8, 202.
Jefferis, B., Power, C., & Hertzman, C. (2002). Birth weight, childhood socioeconomic environment, and cognitive development in the 1958 British birth cohort study. BMJ, 325(7359), 305–314.
Chilean Government National Board for School Assistance and Scholarships. Targeting social report 2004 Santiago of Chile: JUNJI; 2005. Available at http://www.junji.cl.
Bralic, S., Edwards, M., & Seguel, X. (1989). Preschool children′s growth and development in urban poor families. Rev Chil Nutr, 17(2), 9–14.
Saco-Pollit, C., Pollit, E., & Greenfield, D. (1985). The cumulative deficit hypothesis in the light of cross-cultural evidence. International Journal of Behavioral Development, 8(1), 75–97.
Zajonc, R., & Sulloway, F. J. (2007). The confluence model: birth order as a within-family or between-family dynamic? Personality and Social Psychology Bulletin, 33(9), 1187–1194.
Kristensen, P., & Bjerkedal, T. (2007). Explaining the relation between birth order and intelligence. Science, 316(5832), 1717.
Rodgers, J. L., Cleveland, H. H., van den Oord, E., & Rowe, D. C. (2000). Resolving the debate over birth order, family size, and intelligence. American Psychologist, 55(6), 599–612.
Mardones, F., Duran, E., Villarroel, L., Gattino, D., Ahumada, D., Oyarzún, F., et al. (2008). Maternal anemia in Concepcion province, Chile: association with maternal nutritional status and fetal growth. Archivos Latinoamericanos de Nutricion, 58(2), 132–138.
Broekman, B. F., Chan, Y. H., Chong, Y. S., et al. (2009). The influence of birth size on intelligence in healthy children. Pediatrics, 123(6), e1011–e1016.
Mensah, F. K., & Kiernan, K. E. (2011). Maternal general health and children’s cognitive development and behaviour in the early years: findings from the Millennium Cohort Study. Child: Care, Health and Development, 37(1), 44–54.
Ziegenhain, U. (2006). Neglect and endangerment of the wellbeing of infants and young children. MMW Fortschr Med, 148(24), 24–26.
Amsterlaw, J., Hansen, K., & Meltzoff, A. (2009). Young children′s reasoning about the effects of emotional and physiological states on academic performance. Child Development, 80(1), 115–133.
Obradović, J., van Dulmen, M. H., Yates, T. M., Carlson, E. A., & Egeland, B. (2006). Developmental assessment of competence from early childhood to middle adolescence. J Adolesc, 29(6), 857–889.
Pollit E. A critical view of three decades of research on the effects of chronic energy malnutrition on behavioral development. In chronic energy deficiency: consequences and related issues. Guatemala: UNU; 1987:77–93.
Cravioto, J., DeLicardie, E., & Birch, H. (1966). Nutrition, growth and neurointegrative development: an experimental and ecologic study. Pediatrics, 38(2), 319–372.
Acknowledgments
Sources of support. This study was funded by the Chilean National Sciences and Technology Fund FONDECYT 1090252 and JUNAEB Chile. Camila Corvalán is under a training fellowship of The Wellcome Trust.
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Galván, M., Uauy, R., Corvalán, C. et al. Determinants of Cognitive Development of Low SES Children in Chile: A Post-transitional Country with Rising Childhood Obesity Rates. Matern Child Health J 17, 1243–1251 (2013). https://doi.org/10.1007/s10995-012-1121-9
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DOI: https://doi.org/10.1007/s10995-012-1121-9