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 relationsPersistent 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
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jnc.v7i3.7047.pdfAdobe PDF - 539.4KBMD5: 3f6d7c8c45cf687bd2fbba34df1f5097
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Author(s) / Creator(s)Ellis, Alexa
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Author(s) / Creator(s)Ahmed, Sammy F.
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Author(s) / Creator(s)Zeytinoglu, Selin
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Author(s) / Creator(s)Isbell, Elif
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Author(s) / Creator(s)Calkins, Susan D.
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Author(s) / Creator(s)Leerkes, Esther M.
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Author(s) / Creator(s)Grammer, Jennie K.
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Author(s) / Creator(s)Gehring, William J.
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Author(s) / Creator(s)Morrison, Frederick J.
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Author(s) / Creator(s)Davis-Kean, Pamela E.
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PsychArchives acquisition timestamp2022-04-14T11:22:11Z
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Made available on2022-04-14T11:22:11Z
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Date of first publication2021-11-30
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Abstract / DescriptionThe 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
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Publication statuspublishedVersion
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Review statuspeerReviewed
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CitationEllis, 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.7047en_US
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ISSN2363-8761
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Persistent Identifierhttps://hdl.handle.net/20.500.12034/5511
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Persistent Identifierhttps://doi.org/10.23668/psycharchives.6115
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Language of contenteng
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PublisherPsychOpen GOLD
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Is version ofhttps://doi.org/10.5964/jnc.7047
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Is related tohttps://doi.org/10.23668/psycharchives.5225
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Is related tohttps://osf.io/5twgv/
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Keyword(s)executive functionen_US
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Keyword(s)academic achievementen_US
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Keyword(s)early childhooden_US
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Keyword(s)bidirectional relationsen_US
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Dewey Decimal Classification number(s)150
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TitleReciprocal associations between executive function and academic achievement: A conceptual replication of Schmitt et al. (2017)en_US
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DRO typearticle
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Issue3
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Journal titleJournal of Numerical Cognition
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Page numbers453–472
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Volume7
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Visible tag(s)Version of Recorden_US