Association of factors with childhood asthma and allergic diseases using latent class analysis

Teresa To1, Cornelia M Borkhoff2, Laura N Anderson3

  • 1Child Health Evaluative Sciences, Peter Gilgan Centre for Research and Learning, Hospital for Sick Children, 686 Bay St, Toronto, ON, M5G 0A4, Canada. teresa.to@sickkids.ca.

Scientific Reports
|March 23, 2024
PubMed

Insights

Children from disadvantaged backgrounds face higher risks of asthma, allergic rhinitis, and eczema. These health disparities are linked to specific mother-child clusters identified through latent class analysis (LCA), highlighting the impact of socioeconomic and environmental factors.

Area of Science:

  • Pediatric Health Research
  • Epidemiology
  • Social Determinants of Health

Background:

  • Children from deprived backgrounds often experience poorer health outcomes.
  • Identifying clusters of determinants is crucial for understanding early childhood disease risks.
  • Longitudinal studies are essential for tracking health trajectories from birth.

Purpose of the Study:

  • To identify clusters of maternal and child determinants using latent class analysis (LCA).
  • To estimate the risk of early childhood diseases (asthma, allergic rhinitis, eczema) associated with these clusters.
  • To quantify children's health services use (HSU) in relation to identified clusters.

Main Methods:

  • A 1993-2019 longitudinal cohort study combining three Canadian pediatric cohorts.
  • Latent class analysis (LCA) used to cluster mothers and children based on 16 indicators across maternal, socioeconomic, and environmental domains.
  • Cox proportional hazards regression and Poisson regression used to quantify disease risks and health services use.

Main Results:

  • Four distinct mother-clusters were identified among 15,724 mother-child pairs.
  • Mothers in younger, immigrant/refugee clusters (Classes 3 and 4) with lower SES and poorer environmental exposures had children with significantly higher risks of asthma, allergic rhinitis, and eczema compared to Class 1.
  • Children with allergic rhinitis or eczema in Class 3 showed increased physician and emergency department visits.

Conclusions:

  • Latent class analysis effectively identified mother-child clusters associated with differential health outcomes.
  • Disadvantaged socioeconomic and environmental factors within specific clusters are linked to increased risks of childhood allergic diseases.
  • These findings underscore the importance of addressing multifactorial determinants in pediatric health and healthcare utilization.

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