Article Version of Record

Adaptive number knowledge in secondary school students: Profiles and antecedents

Author(s) / Creator(s)

McMullen, Jake
Kanerva, Kaisa
Lehtinen, Erno
Hannula-Sormunen, Minna M.
Kiuru, Noona

Abstract / Description

The present study aims to examine inter-individual differences in adaptive number knowledge in secondary school students. Adaptive number knowledge is defined as a well-connected network of knowledge of numerical characteristics and arithmetic relations. Substantial and relevant qualitative differences in the strategies and expression of adaptive number knowledge have been found in primary school students still in the process of learning arithmetic. We present a study involving 879 seventh-grade students that examines the structure of individual differences in adaptive number knowledge with students who have completed one year of algebra instruction. Results of a latent profile analysis reveal a model that is similar than was previously found in primary school students. As well, arithmetic fluency and the development of arithmetic fluency are strong predictors of adaptive number knowledge latent profile membership. These results suggest that adaptive number knowledge may be characteristic of high-level performance extending into secondary school, even after formal instruction with arithmetic concludes.

Keyword(s)

adaptive number knowledge arithmetic development individual differences latent profile analysis adaptive expertise

Persistent Identifier

Date of first publication

2019-12-20

Journal title

Journal of Numerical Cognition

Volume

5

Issue

3

Page numbers

283–300

Publisher

PsychOpen GOLD

Publication status

publishedVersion

Review status

peerReviewed

Is version of

Citation

McMullen, J., Kanerva, K., Lehtinen, E., Hannula-Sormunen, M. M., & Kiuru, N. (2019). Adaptive number knowledge in secondary school students: Profiles and antecedents. Journal of Numerical Cognition, 5(3), 283-300. https://doi.org/10.5964/jnc.v5i3.201
  • Author(s) / Creator(s)
    McMullen, Jake
  • Author(s) / Creator(s)
    Kanerva, Kaisa
  • Author(s) / Creator(s)
    Lehtinen, Erno
  • Author(s) / Creator(s)
    Hannula-Sormunen, Minna M.
  • Author(s) / Creator(s)
    Kiuru, Noona
  • PsychArchives acquisition timestamp
    2022-04-14T11:21:39Z
  • Made available on
    2022-04-14T11:21:39Z
  • Date of first publication
    2019-12-20
  • Abstract / Description
    The present study aims to examine inter-individual differences in adaptive number knowledge in secondary school students. Adaptive number knowledge is defined as a well-connected network of knowledge of numerical characteristics and arithmetic relations. Substantial and relevant qualitative differences in the strategies and expression of adaptive number knowledge have been found in primary school students still in the process of learning arithmetic. We present a study involving 879 seventh-grade students that examines the structure of individual differences in adaptive number knowledge with students who have completed one year of algebra instruction. Results of a latent profile analysis reveal a model that is similar than was previously found in primary school students. As well, arithmetic fluency and the development of arithmetic fluency are strong predictors of adaptive number knowledge latent profile membership. These results suggest that adaptive number knowledge may be characteristic of high-level performance extending into secondary school, even after formal instruction with arithmetic concludes.
    en_US
  • Publication status
    publishedVersion
  • Review status
    peerReviewed
  • Citation
    McMullen, J., Kanerva, K., Lehtinen, E., Hannula-Sormunen, M. M., & Kiuru, N. (2019). Adaptive number knowledge in secondary school students: Profiles and antecedents. Journal of Numerical Cognition, 5(3), 283-300. https://doi.org/10.5964/jnc.v5i3.201
    en_US
  • ISSN
    2363-8761
  • Persistent Identifier
    https://hdl.handle.net/20.500.12034/5464
  • Persistent Identifier
    https://doi.org/10.23668/psycharchives.6068
  • Language of content
    eng
  • Publisher
    PsychOpen GOLD
  • Is version of
    https://doi.org/10.5964/jnc.v5i3.201
  • Is related to
    https://doi.org/10.23668/psycharchives.2670
  • Keyword(s)
    adaptive number knowledge
    en_US
  • Keyword(s)
    arithmetic development
    en_US
  • Keyword(s)
    individual differences
    en_US
  • Keyword(s)
    latent profile analysis
    en_US
  • Keyword(s)
    adaptive expertise
    en_US
  • Dewey Decimal Classification number(s)
    150
  • Title
    Adaptive number knowledge in secondary school students: Profiles and antecedents
    en_US
  • DRO type
    article
  • Issue
    3
  • Journal title
    Journal of Numerical Cognition
  • Page numbers
    283–300
  • Volume
    5
  • Visible tag(s)
    Version of Record
    en_US