Nice study. For WJ III/WJ IV users, the measure of working memory (Gwm), which was the most predictive variable of first grade reading and math, was Numbers Reversed.
Available online 7 March 2016
Executive functioning deficits increase kindergarten children's risk for reading and mathematics difficulties in first grade
- 1 The Pennsylvania State University
- 2 University of California, Irvine
- Available online 7 March 2016
Highlights
• Executive functioning deficits in kindergarten uniquely predict reading and mathematics difficulties in first grade
•
Executive functioning deficits more strongly predict mathematics
difficulties than reading difficulties, although these deficits predict
both types of difficulties
• Working memory deficits more strongly predict mathematics and reading difficulties than cognitive flexibility deficits
Abstract
Whether
executive functioning deficits result in children experiencing learning
difficulties is presently unclear. Yet evidence for these hypothesized
causal relations has many implications for early intervention design and
delivery. We used a multi-year panel design, multiple criterion and
predictor variable measures, extensive statistical control for potential
confounds including autoregressive prior histories of both reading and
mathematics difficulties, and additional epidemiological methods to
preliminarily examine these hypothesized relations. Results from
multivariate logistic regression analyses of a nationally representative
and longitudinal sample of 18,080 children (i.e., the Early Childhood
Longitudinal Study-Kindergarten Cohort of 2011, or ECLS-K: 2011)
indicated that working memory and, separately, cognitive flexibility
deficits uniquely increased kindergarten children's risk of experiencing
reading as well as mathematics difficulties in first grade. The risks
associated with working memory deficits were particularly strong.
Experimentally-evaluated, multi-component interventions designed to help
young children with reading or mathematics difficulties may also need
to remediate early deficits in executive function, particularly in
working memory.
Keywords
- Executive functioning;
- working memory;
- cognitive flexibility;
- learning difficulties;
- longitudinal