Literature DB >> 33104374

Measurement models for studying child executive functioning: Questioning the status quo.

Marie Camerota1, Michael T Willoughby1, Clancy B Blair2.   

Abstract

Despite widespread interest in the construct of executive functioning (EF), we currently lack definitive evidence regarding the best measurement model for representing the construct in substantive analyses. The most common practice is to represent EF ability as a reflective latent variable, with child performance on individual EF tasks as observed indicators. The current article critically evaluates the dominant use of reflective latent variable models in the child EF literature and compares them to composite models, a reasonable alternative. We review the literature suggesting that reflective latent variable models may not be the most appropriate representation of the construct of EF. Using preschool (Mage = 48.3 months) and first grade (Mage = 83.5 months) data from the Family Life Project (N = 920), we also investigate the implications of measurement model specification for the interpretation of study findings. Children in this sample varied in terms of sex (49% male), race (43% black) and socioeconomic status (76% low-income). Our findings show that the conclusions we draw from 2 substantive analyses differ depending on whether EF is modeled as a reflective latent variable versus a composite variable. We describe the implications of these findings for research on child EF and offer practical recommendations for producers and consumers of developmental research. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

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Year:  2020        PMID: 33104374      PMCID: PMC8284867          DOI: 10.1037/dev0001127

Source DB:  PubMed          Journal:  Dev Psychol        ISSN: 0012-1649


  35 in total

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

Authors:  A Miyake; N P Friedman; M J Emerson; A H Witzki; A Howerter; T D Wager
Journal:  Cogn Psychol       Date:  2000-08       Impact factor: 3.468

2.  Manifest variable path analysis: potentially serious and misleading consequences due to uncorrected measurement error.

Authors:  David A Cole; Kristopher J Preacher
Journal:  Psychol Methods       Date:  2013-09-30

3.  The efficacy of different interventions to foster children's executive function skills: A series of meta-analyses.

Authors:  Zsofia K Takacs; Reka Kassai
Journal:  Psychol Bull       Date:  2019-04-29       Impact factor: 17.737

4.  The reliability paradox: Why robust cognitive tasks do not produce reliable individual differences.

Authors:  Craig Hedge; Georgina Powell; Petroc Sumner
Journal:  Behav Res Methods       Date:  2018-06

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.  The measurement of executive function at age 5: psychometric properties and relationship to academic achievement.

Authors:  Michael T Willoughby; Clancy B Blair; R J Wirth; Mark Greenberg
Journal:  Psychol Assess       Date:  2011-10-03

7.  The Dimensional Change Card Sort (DCCS): a method of assessing executive function in children.

Authors:  Philip David Zelazo
Journal:  Nat Protoc       Date:  2006       Impact factor: 13.491

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

Authors:  Michael T Willoughby; Clancy B Blair
Journal:  Psychol Assess       Date:  2015-06-29

9.  Development of cognitive control and executive functions from 4 to 13 years: evidence from manipulations of memory, inhibition, and task switching.

Authors:  Matthew C Davidson; Dima Amso; Loren Cruess Anderson; Adele Diamond
Journal:  Neuropsychologia       Date:  2006-03-31       Impact factor: 3.139

10.  Why Are Self-Report and Behavioral Measures Weakly Correlated?

Authors:  Junhua Dang; Kevin M King; Michael Inzlicht
Journal:  Trends Cogn Sci       Date:  2020-02-17       Impact factor: 20.229

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  3 in total

1.  Parental Arrest and Child Behavior: Differential Role of Executive Functioning among Racial Subgroups.

Authors:  Elizabeth I Johnson; Elizabeth M Planalp; Julie Poehlmann-Tynan
Journal:  J Child Fam Stud       Date:  2022-02-07

2.  Longitudinal Associations Between Trauma Exposure and Executive Functions in Children: Findings from a Dutch Birth Cohort Study.

Authors:  R Op den Kelder; A L Van den Akker; J B M Ensink; H M Geurts; G Overbeek; S R de Rooij; T G M Vrijkotte; R J L Lindauer
Journal:  Res Child Adolesc Psychopathol       Date:  2021-09-05

3.  Self-Regulation in Preschool: Examining Its Factor Structure and Associations With Pre-academic Skills and Social-Emotional Competence.

Authors:  Irem Korucu; Ezgi Ayturk; Jennifer K Finders; Gina Schnur; Craig S Bailey; Shauna L Tominey; Sara A Schmitt
Journal:  Front Psychol       Date:  2022-01-18
  3 in total

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