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Updated: Jan 13, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Exploring Family Typologies and Health Outcomes in a Dutch Primary Care Population of Children Living in Urban Cities
Samantha F F Groenestein1, Matty R Crone2, Evelien M Dubbeldeman1
1Department of Public Health and Primary Care, Leiden University Medical Center, 2300 RC Leiden, The Netherlands.
Insights
Child and family demographics significantly impact urban children's health and healthcare use. Diverse origins and single-parent families face more health challenges and utilize more healthcare services.
Area of Science:
- Pediatric Health
- Social Determinants of Health
- Healthcare Utilization
Background:
- Urban children's health is influenced by complex social and environmental factors.
- Understanding demographic variations is crucial for targeted health interventions.
Purpose of the Study:
- To examine associations between child/family demographics, environmental exposures, health, and healthcare utilization in urban children (0-12 years).
- To identify distinct demographic classes and their impact on health outcomes and service use.
Main Methods:
- Population-based cross-sectional study utilizing general practitioner data (n=14,547) and societal/environmental data.
- Latent class analysis to identify demographic groups: Dutch-origin two-parent, diverse origins, and single-parent households.
- Logistic regression to analyze associations with environmental factors and child health.
Main Results:
- Dutch-origin households generally showed favorable demographics, neighborhood conditions, and health.
- Diverse origins class faced adverse neighborhoods, higher physical health conditions, and increased healthcare costs.
- Single-parent households had less favorable demographics, more mental health issues, and higher healthcare visits.
Conclusions:
- Child and family demographics, alongside social and neighborhood conditions, significantly affect child health and healthcare utilization.
- Future interventions should prioritize family and community resilience, adopting family-centered, context-sensitive approaches.
Abstract:
This study examined social and physical environmental exposures, health, and healthcare utilization among children aged 0-12 in urban areas. A population-based cross-sectional design was used, incorporating general practitioners' data (2018-2019, n = 14,547), and societal and environmental data. Latent class analysis identified three distinct classes based on child and family demographics: 'Dutch-origin two-parent household' (n = 7267), 'households with diverse countries of origin' (n = 4313), and 'single-parent household' (n = 2967). Binary and multinomial logistic regression examined associations with environmental factors and child health outcomes. Children from the Dutch-origin class most often had favorable family demographics, neighborhood conditions, and health outcomes. Children from the diverse countries of origin class most often faced adverse neighborhood conditions, had higher rates of physical or somatic health conditions, and higher healthcare costs. Children from the single-parent class more often had less favorable family demographics, a higher likelihood of mental health problems, more frequent general practitioner visits, and were often in contact with youth care. This study highlights how child and family demographics and social and neighborhood conditions impact child health and healthcare utilization. Future approaches should focus on strategies to build and strengthen family and community resilience and adopt family-centered, context-sensitive interventions.
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