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Using Confirmatory Factor Analysis to Understand Executive Control in Preschool Children: Sources of Variation in Emergent Mathematic Achievement.

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TLDR
Findings underscore the need to examine the dimensions, mechanisms, and individual pathways that influence the development of early competence in basic cognitive processes that underpin early academic achievement.
Abstract
Latent variable modeling methods have demonstrated utility for understanding the structure of executive control (EC) across development. These methods are utilized to better characterize the relation between EC and mathematics achievement in the preschool period, and to understand contributing sources of individual variation. Using the sample and battery of laboratory tasks described in Wiebe, Espy and Charak (2008), latent EC was related strongly to emergent mathematics achievement in preschool, and was robust after controlling for crystallized intellectual skills. The relation between crystallized skills and emergent mathematics differed between girls and boys, although the predictive association between EC and mathematics did not. Two dimensions of the child 's social environment contributed to mathematics achievement: social network support through its relation to EC and environmental stressors through its relation with crystallized skills. These findings underscore the need to examine the dimensions, mechanisms, and individual pathways that influence the development of early competence in basic cognitive processes that underpin early academic achievement.

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Journal ArticleDOI

Executive Functions after Age 5: Changes and Correlates

TL;DR: This review paper outlines the importance of examining EF throughout childhood, and even across the lifespan, and the role of school-age children's EF in various aspects of school performance, as well as social functioning and emotional control.
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The structure of executive function in 3-year-olds

TL;DR: Tests of the relative fit of several alternative models supported a single latent EF construct, and measurement invariance testing revealed less proficient EF in children at higher sociodemographic risk relative to those at lower risk and no differences between boys and girls.
Journal ArticleDOI

The Potential for School-Based Interventions That Target Executive Function to Improve Academic Achievement: A Review

TL;DR: In this paper, the authors systematically review what is known empirically about the association between executive function and student achievement in both reading and math and critically assesses the evidence for a causal association between the two.
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Executive Functioning and Mathematics Achievement

TL;DR: The importance of executive functioning (EF) skills in mathematical achievement is well established, and researchers have moved from just measuring working memory or updating to an inclusion of other EF skills, namely, inhibition and shifting.

Predictors of Early Growth in Academic Achievement: The Head-Toes-Knees-Shoulders Task.

TL;DR: Assessment of psychometric properties of a measure of behavioral self-regulation called the Head-Toes-Knees-Shoulders (HTKS) by assessing construct validity, including relations to EF measures, and predictive validity to academic achievement growth between prekindergarten and kindergarten demonstrates that the HTKS involves cognitive flexibility, working memory, and inhibitory control, and is substantively implicated in early achievement.
References
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Book

Statistical Analysis with Missing Data

TL;DR: This work states that maximum Likelihood for General Patterns of Missing Data: Introduction and Theory with Ignorable Nonresponse and large-Sample Inference Based on Maximum Likelihood Estimates is likely to be high.
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The unity and diversity of executive functions and their contributions to complex "Frontal Lobe" tasks: a latent variable analysis.

TL;DR: The results suggest that it is important to recognize both the unity and diversity ofExecutive functions and that latent variable analysis is a useful approach to studying the organization and roles of executive functions.
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Missing data: Our view of the state of the art.

TL;DR: 2 general approaches that come highly recommended: maximum likelihood (ML) and Bayesian multiple imputation (MI) are presented and may eventually extend the ML and MI methods that currently represent the state of the art.
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A Review and Synthesis of the Measurement Invariance Literature: Suggestions, Practices, and Recommendations for Organizational Research

TL;DR: The establishment of measurement invariance across groups is a logical prerequisite to conducting substantive cross-group comparisons (e.g., tests of group mean differences, invariance of structura, etc.).
Journal ArticleDOI

Socioeconomic status and child development.

TL;DR: A variety of mechanisms linking SES to child well-being have been proposed, with most involving differences in access to material and social resources or reactions to stress-inducing conditions by both the children themselves and their parents.
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