A longitudinal study on predictors of early calculation development among young children at risk for learning difficulties

Peng Peng, Jessica M. Namkung, Douglas Fuchs, Lynn S. Fuchs, Samuel Patton, Loulee Yen, Donald L. Compton, Wenjuan Zhang, Amanda Miller, Carol Hamlett

Research output: Contribution to journalArticle

5 Citations (Scopus)

Abstract

The purpose of this study was to explore domain-general cognitive skills, domain-specific academic skills, and demographic characteristics that are associated with calculation development from first grade to third grade among young children with learning difficulties. Participants were 176 children identified with reading and mathematics difficulties at the beginning of first grade. Data were collected on working memory, language, nonverbal reasoning, processing speed, decoding, numerical competence, incoming calculations, socioeconomic status, and gender at the beginning of first grade and on calculation performance at four time points: the beginning of first grade, the end of first grade, the end of second grade, and the end of third grade. Latent growth modeling analysis showed that numerical competence, incoming calculation, processing speed, and decoding skills significantly explained the variance in calculation performance at the beginning of first grade. Numerical competence and processing speed significantly explained the variance in calculation performance at the end of third grade. However, numerical competence was the only significant predictor of calculation development from the beginning of first grade to the end of third grade. Implications of these findings for early calculation instructions among young at-risk children are discussed.

Original languageEnglish (US)
Pages (from-to)221-241
Number of pages21
JournalJournal of Experimental Child Psychology
Volume152
DOIs
StatePublished - Dec 1 2016

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Mental Competency
Longitudinal Studies
Learning
Mathematics
Short-Term Memory
Social Class
Reading
Language
Demography
Growth

Keywords

  • Calculations
  • Domain general
  • Domain specific
  • Learning difficulties
  • Numerical competence
  • Processing speed

ASJC Scopus subject areas

  • Experimental and Cognitive Psychology
  • Developmental and Educational Psychology

Cite this

A longitudinal study on predictors of early calculation development among young children at risk for learning difficulties. / Peng, Peng; Namkung, Jessica M.; Fuchs, Douglas; Fuchs, Lynn S.; Patton, Samuel; Yen, Loulee; Compton, Donald L.; Zhang, Wenjuan; Miller, Amanda; Hamlett, Carol.

In: Journal of Experimental Child Psychology, Vol. 152, 01.12.2016, p. 221-241.

Research output: Contribution to journalArticle

Peng, Peng ; Namkung, Jessica M. ; Fuchs, Douglas ; Fuchs, Lynn S. ; Patton, Samuel ; Yen, Loulee ; Compton, Donald L. ; Zhang, Wenjuan ; Miller, Amanda ; Hamlett, Carol. / A longitudinal study on predictors of early calculation development among young children at risk for learning difficulties. In: Journal of Experimental Child Psychology. 2016 ; Vol. 152. pp. 221-241.
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