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Association of factors with childhood asthma and allergic diseases using latent class analysis.
To, Teresa; Borkhoff, Cornelia M; Anderson, Laura N; Birken, Catherine S; Dell, Sharon D; Janus, Magdalena; Maguire, Jonathon L; Moraes, Theo J; Parkin, Patricia C; Subbarao, Padmaja; Van Dam, Anne; Guttman, Beverly; Terebessy, Emilie; Zhang, Kimball; Zhu, Jingqin.
Afiliação
  • To T; Child 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.
  • Borkhoff CM; Division of Paediatric Medicine and the Paediatric Outcomes Research Team (PORT), Hospital for Sick Children, Toronto, ON, Canada.
  • Anderson LN; Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada.
  • Birken CS; Division of Paediatric Medicine and the Paediatric Outcomes Research Team (PORT), Hospital for Sick Children, Toronto, ON, Canada.
  • Dell SD; Division of Respiratory Medicine, Department of Pediatrics, BC Children's Hospital and University of British Columbia, Vancouver, BC, Canada.
  • Janus M; Offord Centre for Child Studies, Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada.
  • Maguire JL; The Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute of St. Michael's Hospital, Toronto, ON, Canada.
  • Moraes TJ; Department of Pediatrics, Translational Medicine, Hospital for Sick Children and University of Toronto, Toronto, ON, Canada.
  • Parkin PC; Division of Paediatric Medicine and the Paediatric Outcomes Research Team (PORT), Hospital for Sick Children, Toronto, ON, Canada.
  • Subbarao P; Department of Pediatrics, Translational Medicine, Hospital for Sick Children and University of Toronto, Toronto, ON, Canada.
  • Van Dam A; Knowledge Mobilization, Canadian Thoracic Society, Ottawa, ON, Canada.
  • Guttman B; Provincial Council for Maternal and Child Health, Toronto, ON, Canada.
  • Terebessy E; Child Health Evaluative Sciences, Peter Gilgan Centre for Research and Learning, Hospital for Sick Children, 686 Bay St, Toronto, ON, M5G 0A4, Canada.
  • Zhang K; Child Health Evaluative Sciences, Peter Gilgan Centre for Research and Learning, Hospital for Sick Children, 686 Bay St, Toronto, ON, M5G 0A4, Canada.
  • Zhu J; Child Health Evaluative Sciences, Peter Gilgan Centre for Research and Learning, Hospital for Sick Children, 686 Bay St, Toronto, ON, M5G 0A4, Canada.
Sci Rep ; 14(1): 6874, 2024 03 22.
Article em En | MEDLINE | ID: mdl-38519555
ABSTRACT
We hypothesize that children characterized by deprived factors have poorer health outcomes. We aim to identify clustering of determinants and estimate risk of early childhood diseases. This 1993-2019 longitudinal cohort study combines three Canadian pediatric cohorts and their families. Mothers and children are clustered using latent class analysis (LCA) by 16 indicators in three domains (maternal and newborn; socioeconomic status [SES] and neighbourhood; environmental exposures). Hazard ratios (HR) of childhood asthma, allergic rhinitis (AR), and eczema are quantified with Cox proportional hazard (PH) regression. Rate ratios (RR) of children's health services use (HSU) are estimated with Poisson regression. Here we report the inclusion of 15,724 mother-child pairs; our LCA identifies four mother-clusters. Classes 1 and 2 mothers are older (30-40 s), non-immigrants with university education, living in high SES neighbourhoods; Class 2 mothers have poorer air quality and less greenspace. Classes 3 and 4 mothers are younger (20-30 s), likely an immigrant/refugee, with high school-to-college education, living in lower SES neighborhoods with poorer air quality and less greenspace. Children's outcomes differ by Class, in comparison to Class 1. Classes 3 and 4 children have higher risks of asthma (HR 1.24, 95% CI 1.11-1.37 and HR 1.39, 95% CI 1.22-1.59, respectively), and similar higher risks of AR and eczema. Children with AR in Class 3 have 20% higher all-cause physician visits (RR = 1.20, 95% CI 1.10-1.30) and those with eczema have 18% higher all-cause emergency department visits (RR = 1.18, 95% CI 1.09-1.28) and 14% higher all-cause physician visits (RR = 1.14, 95% CI 1.09-1.19). Multifactorial-LCA mother-clusters may characterize associations of children's health outcomes and care, adjusting for interrelationships.
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Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Asma / Eczema / Rinite Alérgica Limite: Child / Child, preschool / Female / Humans / Newborn País/Região como assunto: America do norte Idioma: En Revista: Sci Rep Ano de publicação: 2024 Tipo de documento: Article País de afiliação: Canadá

Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Asma / Eczema / Rinite Alérgica Limite: Child / Child, preschool / Female / Humans / Newborn País/Região como assunto: America do norte Idioma: En Revista: Sci Rep Ano de publicação: 2024 Tipo de documento: Article País de afiliação: Canadá