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A new model of wheezing severity in young children using the validated ISAAC wheezing module: A latent variable approach with validation in independent cohorts
- Source :
- PLoS ONE, BASE-Bielefeld Academic Search Engine, PLoS ONE, Vol 13, Iss 4, p e0194739 (2018)
- Publication Year :
- 2018
-
Abstract
- Background The International Study of Asthma and Allergies in Children (ISAAC) Wheezing Module is commonly used to characterize pediatric asthma in epidemiological studies, including nearly all airway cohorts participating in the Environmental Influences on Child Health Outcomes (ECHO) consortium. However, there is no consensus model for operationalizing wheezing severity with this instrument in explanatory research studies. Severity is typically measured using coarsely-defined categorical variables, reducing power and potentially underestimating etiological associations. More precise measurement approaches could improve testing of etiological theories of wheezing illness. Methods We evaluated a continuous latent variable model of pediatric wheezing severity based on four ISAAC Wheezing Module items. Analyses included subgroups of children from three independent cohorts whose parents reported past wheezing: infants ages 0-2 in the INSPIRE birth cohort study (Cohort 1; n = 657), 6-7-year-old North American children from Phase One of the ISAAC study (Cohort 2; n = 2,765), and 5-6-year-old children in the EHAAS birth cohort study (Cohort 3; n = 102). Models were estimated using structural equation modeling. Results In all cohorts, covariance patterns implied by the latent variable model were consistent with the observed data, as indicated by non-significant χ2 goodness of fit tests (no evidence of model misspecification). Cohort 1 analyses showed that the latent factor structure was stable across time points and child sexes. In both cohorts 1 and 3, the latent wheezing severity variable was prospectively associated with wheeze-related clinical outcomes, including physician asthma diagnosis, acute corticosteroid use, and wheeze-related outpatient medical visits when adjusting for confounders. Conclusion We developed an easily applicable continuous latent variable model of pediatric wheezing severity based on items from the well-validated ISAAC Wheezing Module. This model prospectively associates with asthma morbidity, as demonstrated in two ECHO birth cohort studies, and provides a more statistically powerful method of testing etiologic hypotheses of childhood wheezing illness and asthma.
- Subjects :
- Male
Pediatrics
Pulmonology
Medical Doctors
Health Care Providers
lcsh:Medicine
Social Sciences
Severity of Illness Index
Cohort Studies
Families
0302 clinical medicine
0504 sociology
Sociology
Adrenal Cortex Hormones
Consortia
Surveys and Questionnaires
Epidemiology
Medicine and Health Sciences
Medical Personnel
lcsh:Science
Child
Children
Multidisciplinary
Covariance
05 social sciences
Confounding
3. Good health
Hospitalization
Professions
Research Design
Child, Preschool
Cohort
Physical Sciences
Female
Cohort study
Research Article
medicine.medical_specialty
Adolescent
Research and Analysis Methods
Structural equation modeling
03 medical and health sciences
Physicians
Severity of illness
medicine
Humans
Latent variable model
Exercise
Asthma
Respiratory Sounds
lcsh:R
Infant, Newborn
050401 social sciences methods
Infant
Random Variables
medicine.disease
Probability Theory
Health Care
030228 respiratory system
Age Groups
People and Places
Linear Models
lcsh:Q
Population Groupings
Health Statistics
Morbidity
Mathematics
Subjects
Details
- ISSN :
- 19326203
- Volume :
- 13
- Issue :
- 4
- Database :
- OpenAIRE
- Journal :
- PloS one
- Accession number :
- edsair.doi.dedup.....4fc81c03809c8af3beb2d7d6dee867c2