ArticleBMC public health2019
Low socioeconomic status and severe obesity are linked to poor cognitive performance in Malaysian children.
Article in BMC public health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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Who cites it
23 citing papers in PubMed, 70 citations in OpenAlex.
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- Bullying and Cyberbullying Are Associated with Low Levels of Motivational Beliefs Toward Learning in Youth.European journal of investigation in health, psychology and education · 2025Article
- Association of anthropometric parameters with intelligence quotient in early school-aged children: a cross-sectional study in Iran.BMC pediatrics · 2024Article
- Interplay between preclinical indices of obesity and neural signatures of fluid intelligence in youth.Communications biology · 2024Article
- Risk assessment of low cognitive performance among fishermen's children in Malaysia.Journal of Taibah University Medical Sciences · 2023Article
- Association between Visual Perception and Socioeconomic Status in Malaysian Preschool Children: Results from the Test of Visual Perceptual Skills-4.Children (Basel, Switzerland) · 2023Article
- Association of perinatal factors with suspected developmental delay in urban children aged 1-36 months - a large-scale cross-sectional study in China.BMC pediatrics · 2023Article
- Overweight/obesity and socio-demographic disparities in children's motor and cognitive function.Frontiers in psychology · 2023Article
- Examining relations between performance on non-verbal executive function and verbal self-regulation tasks in demographically-diverse populations.Developmental science · 2022Article
- Tap Water Consumption Is Associated with Schoolchildren's Cognitive Deficits in Afghanistan.International journal of environmental research and public health · 2022Article
- One-Year Prospective Association of BMI with Later Cognitive Development in Preschoolers.Brain sciences · 2022Article
- Weight-for-Height, Body Fat, and Development in Children in the East Asia and Pacific Region.JAMA network open · 2022Article
- Does Socio-Economic Status Have Different Impact on Fluid and Crystallized Abilities? Comparing Scores on Raven's Progressive Matrices, Kaufman Assessment Battery for Children II Story Completion and Kilifi Naming Test Among Children in Ghana.Frontiers in psychology · 2022Article
- Umami detection threshold among children of different ethnicities and its correlation with various indices of obesity and blood pressure.Current research in food science · 2022Article
- Could Physical Fitness Be Considered as a Protective Social Factor Associated with Bridging the Cognitive Gap Related to School Vulnerability in Adolescents? The Cogni-Action Project.International journal of environmental research and public health · 2021Article
- Parents' Perceived Neighborhood Safety and Children's Cognitive Performance: Complexities by Race, Ethnicity, and Cognitive Domain.Urban science (Basel, Switzerland) · 2021Article
- Abnormal body mass index may be related to poor social function of female children by a propensity score matching analysis.Scientific reports · 2021Article
- Article
- Parental Human Capital and Adolescents' Executive Function: Immigrants' Diminished Returns.Medical research archives · 2020Article
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Authors and funding
10 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSocioeconomic factors and nutritional status have been associated with childhood cognitive development. However, previous Malaysian studies had been conducted with small populations and had inconsistent results. Thus, this present study aims to determine the association between socioeconomic and nutritional status with cognitive performance in a nationally representative sample of Malaysian children.
methodsA total of 2406 Malaysian children aged 5 to 12 years, who had participated in the South East Asian Nutrition Surveys (SEANUTS), were included in this study. Cognitive performance [non-verbal intelligence quotient (IQ)] was measured using Raven's Progressive Matrices, while socioeconomic characteristics were determined using parent-report questionnaires. Body mass index (BMI) was calculated using measured weight and height, while BMI-for-age Z-score (BAZ) and height-for-age Z-score (HAZ) were determined using WHO 2007 growth reference.
resultsOverall, about a third (35.0%) of the children had above average non-verbal IQ (high average: 110-119; superior: ≥120 and above), while only 12.2% were categorized as having low/borderline IQ (< 80). Children with severe obesity (BAZ > 3SD), children from very low household income families and children whose parents had only up to primary level education had the highest prevalence of low/borderline non-verbal IQ, compared to their non-obese and higher socioeconomic counterparts. Parental lack of education was associated with low/borderline/below average IQ [paternal, OR = 2.38 (95%CI 1.22, 4.62); maternal, OR = 2.64 (95%CI 1.32, 5.30)]. Children from the lowest income group were twice as likely to have low/borderline/below average IQ [OR = 2.01 (95%CI 1.16, 3.49)]. Children with severe obesity were twice as likely to have poor non-verbal IQ than children with normal BMI [OR = 2.28 (95%CI 1.23, 4.24)].
conclusionsChildren from disadvantaged backgrounds (that is those from very low income families and those whose parents had primary education or lower) and children with severe obesity are more likely to have poor non-verbal IQ. Further studies to investigate the social and environmental factors linked to cognitive performance will provide deeper insights into the measures that can be taken to improve the cognitive performance of Malaysian children.
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