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Neurodevelopmental profiles of preschool-age children in Flint, Michigan: a latent profile analysis
- Source :
- Journal of Neurodevelopmental Disorders, Journal of neurodevelopmental disorders, vol 13, iss 1, Journal of Neurodevelopmental Disorders, Vol 13, Iss 1, Pp 1-12 (2021)
- Publication Year :
- 2020
-
Abstract
- Objective Children in Flint, Michigan, have experienced myriad sociodemographic adversities exacerbated by the Flint water crisis. To help inform child-focused prevention and intervention efforts, we aimed to describe patterns of neurodevelopmental outcomes among preschoolers who experienced the Flint water crisis before age 2 years. Method Participants were 170 preschoolers who completed a comprehensive neurodevelopmental assessment battery, including directly administered measures of cognitive and executive functioning and maternal-report of adaptive skills and behavioral problems. We used latent profile analysis to derive subgroups. Multivariate multinomial logistic regression was conducted to examine the predictors of profile memberships, including child sex and maternal/family-level factors selected from an array of measured exposures using least absolute shrinkage and selection operator regression. Results Three latent profiles were identified: Profile 1—relative weakness in all domains (50%); Profile 2—normative functioning in all domains (34.1%); and Profile 3—relative strengths in executive function and behavior (15.9%). Profile 1 showed lower scores across cognitive and behavioral domains. Profile 2 demonstrated abilities within the normal range across domains. Profile 3 showed relative strength in executive functioning with few behavior problems, despite lower cognitive performance. Children across all profiles showed adaptive behavior in the adequate range. Child sex and maternal IQ were significant predictors of profile membership. Conclusions Children in Flint demonstrated diverse patterns of development in the face of sociodemographic and environmental adversities. Comprehensive screening and neurodevelopmental profiling of children in this at-risk population are needed to identify areas of needs and inform appropriate service delivery.
- Subjects :
- Multivariate statistics
Michigan
Cognitive Neuroscience
Population
Neurosciences. Biological psychiatry. Neuropsychiatry
Pathology and Forensic Medicine
Executive Function
Clinical Research
Risk Factors
Intervention (counseling)
Behavioral and Social Science
Adaptation, Psychological
Flint water crisis
Psychology
Humans
Effects of sleep deprivation on cognitive performance
Adaptation
education
Child
Preschool
Multinomial logistic regression
Adaptive behavior
Pediatric
Problem Behavior
education.field_of_study
Service
Prevention
Research
Neuropsychology
Neurosciences
Cognition
Developmental patterns
Child, Preschool
Pediatrics, Perinatology and Child Health
Psychological
Neurology (clinical)
Executive functioning
Clinical psychology
RC321-571
Subjects
Details
- ISSN :
- 18661955
- Volume :
- 13
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Journal of neurodevelopmental disorders
- Accession number :
- edsair.doi.dedup.....2207e207c95b074170c0cc386c174ef6