Exploring Family Typologies and Health Outcomes in a Dutch Primary Care Population of Children Living in Urban Cities in the Netherlands: A Latent Class Analysis

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, <i>n</i> = 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' (<i>n</i> = 7267), 'households with diverse countries of origin' (<i>n</i> = 4313), and 'single-parent household' (<i>n</i> = 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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Publication Details

Journal
International Journal of Environmental Research and Public Health
Published
2025-09-24
DOI
https://doi.org/10.3390/ijerph22101474
Citations
1
Primary Topic
Child and Adolescent Health
Type
article
Field-Weighted Citation Impact
2.82
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article

Exploring Family Typologies and Health Outcomes in a Dutch Primary Care Population of Children Living in Urban Cities in the Netherlands: A Latent Class Analysis

Eveline M. Dubbeldeman, Jet Bussemaker, Jessica C. Kiefte–de Jong, Mathilde R. Crone et al.
1 citations
International Journal of Environmental Research and Public Health
Child and Adolescent Health
2.82
article

Exploring Family Typologies and Health Outcomes in a Dutch Primary Care Population of Children Living in Urban Cities in the Netherlands: A Latent Class Analysis

Eveline M. Dubbeldeman, Jet Bussemaker, Jessica C. Kiefte–de Jong, Mathilde R. Crone, Suzan van der Pas, Samantha F. F. Groenestein, Stijntje Lottman
article en
1 citations

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, <i>n</i> = 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' (<i>n</i> = 7267), 'households with diverse countries of origin' (<i>n</i> = 4313), and 'single-parent household' (<i>n</i> = 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.

International Journal of Environmental Research and Public HealthVol. 22(10)
Leiden University (NL), University of Applied Sciences Leiden (NL), Leiden University Medical Center (NL), Maastricht University (NL)
Openalex Percentile: Top 8%
Child and Adolescent Health
2.82
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