Related Experiment Video
Updated: Feb 12, 2026

Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques
Published on: June 30, 2020
Socioeconomic multi-domain health inequalities in Dutch primary school children
Angelique P Vermeiren1, Maartje Willeboordse2, Marije Oosterhoff3
1Department of Social Medicine, Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands.
Insights
Socio-economic health inequalities exist in primary school children across physical, behavioral, mental, and academic health domains. These inequalities are more pronounced in older children, suggesting a need for comprehensive interventions.
Area of Science:
- Child Health
- Public Health
- Socio-economic Determinants of Health
Background:
- Assesses socio-economic health inequalities (SEHI) in primary school-aged children (4-12 years).
- Examines 13 health outcomes across physical, health behavior, mental, and academic domains.
- Utilizes data from a Dutch quasi-experimental study.
Purpose of the Study:
- To identify and quantify socio-economic health inequalities in childhood.
- To explore variations in SEHI across different health domains and age groups.
- To inform the development of targeted interventions.
Main Methods:
- Multilevel mixed-effect regression analyses (linear and logistic) applied to cross-sectional data.
- 1403 pupils from nine primary schools included.
- Socioeconomic status indicated by maternal education and parental material deprivation.
Main Results:
- Higher maternal education linked to lower BMI, higher handgrip strength, better cardiovascular fitness, healthier behaviors (diet, less smoking exposure), fewer mental difficulties, and less school absenteeism.
- Parental material deprivation showed similar associations for BMI, cardiovascular fitness, sleep, smoking exposure, and mental health.
- Socio-economic differences in handgrip strength, cardiovascular fitness, and sleep duration were larger in older children.
Conclusions:
- Childhood SEHI are evident across multiple health domains.
- Inequalities are more pronounced in older children.
- Interventions require a comprehensive and fundamental approach to effectively tackle SEHI.
Background:
This study assesses socio-economic health inequalities (SEHI) over primary school-age (4- to 12-years old) across 13 outcomes (i.e. body-mass index [BMI], handgrip strength, cardiovascular fitness, current physical conditions, moderate to vigorous physical activity, sleep duration, daily fruit and vegetable consumption, daily breakfast, exposure to smoking, mental strengths and difficulties, self-efficacy, school absenteeism and learning disabilities), covering four health domains (i.e. physical health, health behaviour, mental health and academic health).
Methods:
Multilevel mixed effect (linear and logistic) regression analyses were applied to cross-sectional data of a Dutch quasi-experimental study that included 1403 pupils from nine primary schools. Socioeconomic background (high-middle-low) was indicated by maternal education (n = 976) and parental material deprivation (n = 784).
Results:
Pupils with higher educated mothers had lower BMIs, higher handgrip strength and higher cardiovascular fitness; their parents reported more daily fruit and vegetable consumption, daily breakfast and less exposure to smoking. Furthermore these pupils showed less mental difficulties and less school absenteeism compared with pupils whose mothers had a lower education level. When using parental material deprivation as socio-economic indicator, similar results were found for BMI, cardiovascular fitness, sleep duration, exposure to smoking and mental strengths and difficulties. Socio-economic differences in handgrip strength, cardiovascular fitness and sleep duration were larger in older than in younger pupils.
Conclusions:
Childhood SEHI are clearly found across multiple domains, and some are larger in older than in younger pupils. Interventions aiming to tackle SEHI may therefore need a comprehensive and perhaps more fundamental approach.
Related Concept Videos
Absolute Value Inequalities
Inequalities
Graphical Representation of Inequalities
Solving Inequalities Graphically
Application of Nonlinear Inequalities
Introduction to Nonlinear Inequalities

