No association between anthropometry and IQ in Czech preschool children

Background: Previous research has suggested that body mass index (BMI) and body height are associated with intelligence quotient (IQ) in older children and adults. However, due to the limited number of studies in this age group, there is a lack of consensus on whether there are relationships between IQ and some anthropometric measures, including sex, among preschool-aged children. Objectives: This study aimed to assess whether there is a significant relationship between sex, BMI, height IQ, and subsets of IQ among preschool-aged children. Sample and Methods: 59 preschoolers aged 4.01 to 4.99 years were sampled from selected preschools in Prague. Data on sex, weight and height were collected, and IQ was assessed using the IDS-P. The data were processed using the St. Nicolas house analysis, t-tests and multiple regression. Results: Multiple Regression Analysis and St. Nicolas house analysis failed to show any significant relations between sex, BMI, height, and IQ subtests score (p>0.05). Conclusion: In this study, no significant associations were found between sex, BMI, height, and IQ in preschool-aged children. The relationships among sex, BMI, height, and IQ are more complex. For a better understanding, it is therefore essential to have larger sample sizes and to understand these interactions within context and with other confounding social-economic-political-emotional l (SEPE) variables, as suggested in previous studies.

[1]  Thi Hong Nguyen,et al.  Vietnamese migrants are as tall as they want to be , 2021, Human Biology and Public Health.

[2]  C. Flores-Mendoza,et al.  General Intelligence and Socioeconomic Status as Strong Predictors of Student Performance in Latin American Schools: Evidence From PISA Items , 2021, Frontiers in Education.

[3]  M. Hermanussen,et al.  Chain Reversion for Detecting Associations in Interacting Variables—St. Nicolas House Analysis , 2021, International journal of environmental research and public health.

[4]  A. Grob,et al.  Exploratory Factor Analyses of the Intelligence and Development Scales–2: Implications for Theory and Practice , 2020, Assessment.

[5]  Pallavi Bhat,et al.  RELATIONSHIP BETWEEN ANTHROPOMETRIC PARAMETERS AND INTELLIGENCE IN PRESCHOOL CHILDREN FROM RURAL KONKAN , 2020 .

[6]  A. Grob,et al.  Does IQ = IQ? Comparability of Intelligence Test Scores in Typically Developing Children , 2018, Assessment.

[7]  E. Tremoli,et al.  Association between Obesity and Circulating Brain-Derived Neurotrophic Factor (BDNF) Levels: Systematic Review of Literature and Meta-Analysis , 2018, International journal of molecular sciences.

[8]  B. Bogin,et al.  Global effects of income and income inequality on adult height and sexual dimorphism in height , 2017, American journal of human biology : the official journal of the Human Biology Council.

[9]  M. Sohrabi,et al.  Relation of intelligence quotient and body mass index in preschool children: a community-based cross-sectional study , 2015, Nutrition & Diabetes.

[10]  A. Killcross,et al.  Obesity and cognitive decline: role of inflammation and vascular changes , 2014, Front. Neurosci..

[11]  R. Marioni,et al.  Common Genetic Variants Explain the Majority of the Correlation Between Height and Intelligence: The Generation Scotland Study , 2014, Behavior genetics.

[12]  A. Grob,et al.  Konvergente und diskriminante Validität der WISC-IV und der Intelligence and Development Scales (IDS) bei Kindern mit Migrationshintergrund , 2013 .

[13]  N. Pedersen,et al.  Body mass index across midlife and cognitive change in late life , 2012, International Journal of Obesity.

[14]  Shawn N. Fraser,et al.  Exploring the relationship between socioeconomic status, control beliefs and exercise behavior: a multiple mediator model , 2012, Journal of Behavioral Medicine.

[15]  I. Deary,et al.  Is body mass index in old age related to cognitive abilities? The Lothian Birth Cohort 1936 Study. , 2010, Psychology and aging.

[16]  Xi-rong Guo,et al.  Intelligence in relation to obesity: a systematic review and meta‐analysis , 2010, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[17]  Jonathan P. Beauchamp,et al.  On the sources of the height–intelligence correlation: New insights from a bivariate ACE model with assortative mating , 2010, Behavior genetics.

[18]  S. Kanazawa,et al.  The role of height in the sex difference in intelligence. , 2009, The American journal of psychology.

[19]  A. Grob,et al.  Intelligenz- und Entwicklungsdiagnostik im deutschen Sprachraum , 2008 .

[20]  A. Case,et al.  Height, Health, and Cognitive Function at Older Ages. , 2008, The American economic review.

[21]  D. Posthuma,et al.  Genetic contributions to the association between height and intelligence: evidence from Dutch twin data from childhood to middle age , 2006, Genes, brain, and behavior.

[22]  J. Ruidavets,et al.  Relation between body mass index and cognitive function in healthy middle-aged men and women , 2006, Neurology.

[23]  P. Visscher,et al.  Large, Consistent Estimates of the Heritability of Cognitive Ability in Two Entire Populations of 11-Year-Old Twins from Scottish Mental Surveys of 1932 and 1947 , 2005, Behavior genetics.

[24]  F. Braza,et al.  Cognitive abilities, androgen levels, and body mass index in 5-year-old children , 2005, Hormones and Behavior.

[25]  Ethan M Balk,et al.  Short stature and functional impairment: a systematic review. , 2004, Archives of pediatrics & adolescent medicine.

[26]  T. Sørensen,et al.  Intelligence test score and educational level in relation to BMI changes and obesity. , 2003, Obesity research.

[27]  Björn Jonsson,et al.  Intellectual and Physical Performance and Morbidity in Relation to Height in a Cohort of 18-Year-Old Swedish Conscripts , 2000, Hormone Research in Paediatrics.

[28]  D. Williamson,et al.  The contributions of income, education and changing marital status to weight change among US men. , 1990, International journal of obesity.

[29]  W. Mueller,et al.  The relation of growth to cognition in a well-nourished preschool population. , 1982, Child development.

[30]  B. Bogin Social-Economic-Political-Emotional (SEPE) factors regulate human growth , 2021 .

[31]  R. Mendes R: The R Project for Statistical Computing , 2016 .

[32]  A. Grob,et al.  [Concurrent validity of the HAWIK-IV and the Intelligence and Development Scales (IDS)]. , 2012, Zeitschrift fur Kinder- und Jugendpsychiatrie und Psychotherapie.

[33]  G. Berglund,et al.  Sociodemographic factors associated with long-term weight gain, current body fatness and central adiposity in Swedish women , 2000, International Journal of Obesity.