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Published on: March 1, 2019
Modeling the impacts of child care quality on children's preschool cognitive development
1Institute for Policy Research, Northwestern University, USA.
Insights
Child care quality positively impacts cognitive development. Center-based care in preschool years also showed benefits for cognitive and academic skills, according to the NICHD Study of Early Child Care.
Area of Science:
- Developmental Psychology
- Child Care Research
- Educational Outcomes
Background:
- Family selection bias can influence studies on child care effects.
- Understanding the relationship between child care and child development is crucial.
- Previous research has explored various statistical methods to address bias.
Purpose of the Study:
- To compare three statistical methods for adjusting family selection bias.
- To investigate the relationship between child care type, quality, and cognitive/academic skills.
Main Methods:
- Utilized data from the National Institute of Child Health and Human Development (NICHD) Study of Early Child Care.
- Employed multiple regression, change models, and residualized change models.
- Analyzed outcomes at 24 and 54 months of child age.
Main Results:
- Child care quality demonstrated a predictive relationship with cognitive outcomes at 54 months (effect sizes 0.04-0.08).
- Center-based child care during preschool years was associated with positive outcomes across all statistical models.
- The study could not definitively determine which statistical model best adjusted for selection and omitted-variable bias.
Conclusions:
- Child care quality is a significant predictor of cognitive skills in early childhood.
- Center care during preschool appears beneficial for cognitive and academic development.
- Further research is needed to refine statistical methods for addressing bias in child care studies.
Abstract:
The National Institute of Child Health and Human Development (NICHD) Study of Early Child Care compared 3 statistical methods that adjust for family selection bias to test whether child care type and quality relate to cognitive and academic skills. The methods included: multiple regression models of 54-month outcomes, change models of differences in 24- and 54-month outcomes, and residualized change models of 54-month outcomes adjusting for the 24-month outcome. The study was unable to establish empirically which model best adjusted for selection and omitted-variable bias. Nevertheless, results suggested that child care quality predicted cognitive outcomes at 54 months, with effect sizes of .04 to .08 for both infant and preschool ages. Center care during preschool years also predicted outcomes across all models.
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