Article Version of Record

Reciprocal associations between executive function and academic achievement: A conceptual replication of Schmitt et al. (2017)

Author(s) / Creator(s)

Ellis, Alexa
Ahmed, Sammy F.
Zeytinoglu, Selin
Isbell, Elif
Calkins, Susan D.
Leerkes, Esther M.
Grammer, Jennie K.
Gehring, William J.
Morrison, Frederick J.
Davis-Kean, Pamela E.

Abstract / Description

The goal of the current study was to conduct a conceptual replication of the reciprocal associations between executive function (EF) and academic achievement reported in Schmitt et al. (2017, https://doi.org/10.1037/edu0000193). Using two independent samples (N (STAR) = 279, and N (Pathways) = 277), we examined whether the patterns of associations between EF and achievement across preschool and kindergarten reported in Schmitt et al. (2017) replicated using the same model specifications, similar EF and achievement measures, and across a similar developmental age period. Consistent with original findings, EF predicted subsequent math achievement in both samples. Specifically, in the STAR sample, EF predicted math achievement from preschool to kindergarten, and kindergarten to first grade. In the Pathways sample, EF at kindergarten predicted both math and literacy achievement in first grade. However, contrary to the original findings, we were unable to replicate the bidirectional associations between math achievement and EF in either of the replication samples. Overall, the current conceptual replication has revealed that bidirectional associations between EF and academic skills might not be robust to slight differences in EF measures and number of measurement occasions, which has implications for our understanding of the development EF and academic skills across early childhood. The present findings underscore the need for more standardization in both measurement and modeling approaches – without which the inconsistency of findings in published studies may continue across this area of research.

Keyword(s)

executive function academic achievement early childhood bidirectional relations

Persistent Identifier

Date of first publication

2021-11-30

Journal title

Journal of Numerical Cognition

Volume

7

Issue

3

Page numbers

453–472

Publisher

PsychOpen GOLD

Publication status

publishedVersion

Review status

peerReviewed

Is version of

Citation

Ellis, A., Ahmed, S. F., Zeytinoglu, S., Isbell, E., Calkins, S. D., Leerkes, E. M., Grammer, J. K., Gehring, W. J., Morrison, F. J., & Davis-Kean, P. E. (2021). Reciprocal associations between executive function and academic achievement: A conceptual replication of Schmitt et al. (2017). Journal of Numerical Cognition, 7(3), 453-472. https://doi.org/10.5964/jnc.7047
  • Author(s) / Creator(s)
    Ellis, Alexa
  • Author(s) / Creator(s)
    Ahmed, Sammy F.
  • Author(s) / Creator(s)
    Zeytinoglu, Selin
  • Author(s) / Creator(s)
    Isbell, Elif
  • Author(s) / Creator(s)
    Calkins, Susan D.
  • Author(s) / Creator(s)
    Leerkes, Esther M.
  • Author(s) / Creator(s)
    Grammer, Jennie K.
  • Author(s) / Creator(s)
    Gehring, William J.
  • Author(s) / Creator(s)
    Morrison, Frederick J.
  • Author(s) / Creator(s)
    Davis-Kean, Pamela E.
  • PsychArchives acquisition timestamp
    2022-04-14T11:22:11Z
  • Made available on
    2022-04-14T11:22:11Z
  • Date of first publication
    2021-11-30
  • Abstract / Description
    The goal of the current study was to conduct a conceptual replication of the reciprocal associations between executive function (EF) and academic achievement reported in Schmitt et al. (2017, https://doi.org/10.1037/edu0000193). Using two independent samples (N (STAR) = 279, and N (Pathways) = 277), we examined whether the patterns of associations between EF and achievement across preschool and kindergarten reported in Schmitt et al. (2017) replicated using the same model specifications, similar EF and achievement measures, and across a similar developmental age period. Consistent with original findings, EF predicted subsequent math achievement in both samples. Specifically, in the STAR sample, EF predicted math achievement from preschool to kindergarten, and kindergarten to first grade. In the Pathways sample, EF at kindergarten predicted both math and literacy achievement in first grade. However, contrary to the original findings, we were unable to replicate the bidirectional associations between math achievement and EF in either of the replication samples. Overall, the current conceptual replication has revealed that bidirectional associations between EF and academic skills might not be robust to slight differences in EF measures and number of measurement occasions, which has implications for our understanding of the development EF and academic skills across early childhood. The present findings underscore the need for more standardization in both measurement and modeling approaches – without which the inconsistency of findings in published studies may continue across this area of research.
    en_US
  • Publication status
    publishedVersion
  • Review status
    peerReviewed
  • Citation
    Ellis, A., Ahmed, S. F., Zeytinoglu, S., Isbell, E., Calkins, S. D., Leerkes, E. M., Grammer, J. K., Gehring, W. J., Morrison, F. J., & Davis-Kean, P. E. (2021). Reciprocal associations between executive function and academic achievement: A conceptual replication of Schmitt et al. (2017). Journal of Numerical Cognition, 7(3), 453-472. https://doi.org/10.5964/jnc.7047
    en_US
  • ISSN
    2363-8761
  • Persistent Identifier
    https://hdl.handle.net/20.500.12034/5511
  • Persistent Identifier
    https://doi.org/10.23668/psycharchives.6115
  • Language of content
    eng
  • Publisher
    PsychOpen GOLD
  • Is version of
    https://doi.org/10.5964/jnc.7047
  • Is related to
    https://doi.org/10.23668/psycharchives.5225
  • Is related to
    https://osf.io/5twgv/
  • Keyword(s)
    executive function
    en_US
  • Keyword(s)
    academic achievement
    en_US
  • Keyword(s)
    early childhood
    en_US
  • Keyword(s)
    bidirectional relations
    en_US
  • Dewey Decimal Classification number(s)
    150
  • Title
    Reciprocal associations between executive function and academic achievement: A conceptual replication of Schmitt et al. (2017)
    en_US
  • DRO type
    article
  • Issue
    3
  • Journal title
    Journal of Numerical Cognition
  • Page numbers
    453–472
  • Volume
    7
  • Visible tag(s)
    Version of Record
    en_US