Literature DB >> 26121388

Measuring executive function in early childhood: A case for formative measurement.

Michael T Willoughby1, Clancy B Blair2.   

Abstract

This study tested whether individual executive function (EF) tasks were better characterized as formative or reflective indicators of the latent construct of EF. EF data that were collected as part of the Family Life Project (FLP), a prospective longitudinal study of families who were recruited at the birth of a new child (N = 1,292), when children were 3, 4, and 5 years old. Vanishing tetrad tests were used to test the relative fit of models in which EF tasks were used as either formative or reflective indicators of the latent construct of EF in the prediction of intellectual ability (at Age 3), attention-deficit hyperactivity disorder symptoms (at Ages 3 to 5 years), and academic achievement (at kindergarten). Results consistently indicated that EF tasks were better represented as formative indicators of the latent construct of EF. Next, individual tasks were combined to form an overall measure of EF ability in ways generally consistent with formative (i.e., creating a composite mean score) and reflective (i.e., creating an EF factor score) measurement. The test-retest reliability and developmental trajectories of EF differed substantially, depending on which overall measure of EF ability was used. In general, the across-time stability of EF was markedly higher when represented as a factor score versus composite score. Results are discussed with respect to the ways in which the statistical representation of EF tasks can exert a large impact on inferences regarding the developmental causes, course, and consequences of EF. (c) 2016 APA, all rights reserved).

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Year:  2015        PMID: 26121388      PMCID: PMC4695318          DOI: 10.1037/pas0000152

Source DB:  PubMed          Journal:  Psychol Assess        ISSN: 1040-3590


  23 in total

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2.  The unity and diversity of executive functions and their contributions to complex "Frontal Lobe" tasks: a latent variable analysis.

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3.  Reliability and stability of executive functioning in older adults.

Authors:  Mark L Ettenhofer; David Z Hambrick; Norman Abeles
Journal:  Neuropsychology       Date:  2006-09       Impact factor: 3.295

4.  Practical application of the vanishing tetrad test for causal indicator measurement models: an example from health-related quality of life.

Authors:  Kenneth A Bollen; Richard D Lennox; Darren L Dahly
Journal:  Stat Med       Date:  2009-05-01       Impact factor: 2.373

5.  Test-retest reliability of a new executive function battery for use in early childhood.

Authors:  Michael Willoughby; Clancy Blair
Journal:  Child Neuropsychol       Date:  2011-06-30       Impact factor: 2.500

6.  The measurement of executive function at age 3 years: psychometric properties and criterion validity of a new battery of tasks.

Authors:  Michael T Willoughby; Clancy B Blair; R J Wirth; Mark Greenberg
Journal:  Psychol Assess       Date:  2010-06

7.  Factorial Invariance within Longitudinal Structural Equation Models: Measuring the Same Construct across Time.

Authors:  Keith F Widaman; Emilio Ferrer; Rand D Conger
Journal:  Child Dev Perspect       Date:  2010-04-01

8.  The use of causal indicators in covariance structure models: some practical issues.

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Journal:  Psychol Bull       Date:  1993-11       Impact factor: 17.737

9.  Activities and Programs That Improve Children's Executive Functions.

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Journal:  Curr Dir Psychol Sci       Date:  2012-10

10.  Measuring executive function in early childhood: a focus on maximal reliability and the derivation of short forms.

Authors:  Michael T Willoughby; Jolynn Pek; Clancy B Blair
Journal:  Psychol Assess       Date:  2013-02-11
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  20 in total

1.  Neurocognitive Correlates of Rumination Risk in Children: Comparing Competing Model Predictions in a Clinically Heterogeneous Sample.

Authors:  Sherelle L Harmon; Janet A Kistner; Michael J Kofler
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2.  Which 'Working' Components of Working Memory aren't Working in Youth with ADHD?

Authors:  Whitney D Fosco; Michael J Kofler; Nicole B Groves; Elizabeth S M Chan; Joseph S Raiker
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3.  The unity and diversity of executive functions: A systematic review and re-analysis of latent variable studies.

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Journal:  Psychol Bull       Date:  2018-08-06       Impact factor: 17.737

4.  Developmental Delays in Executive Function from 3 to 5 Years of Age Predict Kindergarten Academic Readiness.

Authors:  Michael T Willoughby; Brooke Magnus; Lynne Vernon-Feagans; Clancy B Blair
Journal:  J Learn Disabil       Date:  2016-01-11

5.  Speed and accuracy on the Hearts and Flowers task interact to predict child outcomes.

Authors:  Marie Camerota; Michael T Willoughby; Clancy B Blair
Journal:  Psychol Assess       Date:  2019-04-29

6.  Executive Functioning Heterogeneity in Pediatric ADHD.

Authors:  Michael J Kofler; Lauren N Irwin; Elia F Soto; Nicole B Groves; Sherelle L Harmon; Dustin E Sarver
Journal:  J Abnorm Child Psychol       Date:  2019-02

7.  Using Repeated-Measures Data to Make Stronger Tests of the Association between Executive Function Skills and Attention Deficit/Hyperactivity Disorder Symptomatology in Early Childhood.

Authors:  Michael T Willoughby; Amanda C Wylie; Clancy B Blair
Journal:  J Abnorm Child Psychol       Date:  2019-11

8.  Theoretical and Methodological Implications of Associations between Executive Function and Mathematics in Early Childhood.

Authors:  Tutrang Nguyen; Robert J Duncan; Drew H Bailey
Journal:  Contemp Educ Psychol       Date:  2019-04-11

9.  Executive functioning rating scales: Ecologically valid or construct invalid?

Authors:  Elia F Soto; Michael J Kofler; Leah J Singh; Erica L Wells; Lauren N Irwin; Nicole B Groves; Caroline E Miller
Journal:  Neuropsychology       Date:  2020-07-30       Impact factor: 3.295

10.  An Examination of Relations Among Working Memory, ADHD Symptoms, and Emotion Regulation.

Authors:  Nicole B Groves; Michael J Kofler; Erica L Wells; Taylor N Day; Elizabeth S M Chan
Journal:  J Abnorm Child Psychol       Date:  2020-04
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