TY - JOUR
T1 - The Dimensionality of Language and Literacy in the School-Age Years
AU - Nelson, Nickola Wolf
AU - Plante, Elena
AU - Anderson, Michele
AU - Applegate, E. Brooks
N1 - Publisher Copyright:
© 2022 The Authors.
PY - 2022/7
Y1 - 2022/7
N2 - Purpose: This was an investigation of the dimensionality of oral and written language to test the hypothesis that a two-factor model with sound/word and sentence/discourse language levels would best fit language and literacy data for a population-based sample in the school-age years. Method: A stratified secondary data set of 1,500 participants was drawn randomly from a larger nationally representative U.S. data set (N = 1,853) gathered during standardization of the Test of Integrated Language and Literacy Skills. A sample of 254 students with prior diagnoses of language and literacy disorders (LLD) was drawn from the full data set. Confirmatory factor analysis was used to compare the hypothesized two-factor model with other theoretically possible models. Results: The hypothesized two-factor language-levels model had an acceptable-to-good fit to the full data set, as did the three-factor model, with verbal memory added. High interfactor correlation between verbal memory and sentence/ discourse constructs, as well as a preference for parsimony, led to the acceptance of the two-factor model as best. This language-levels model had a good fit to the data at ages 8–11 years, and an excellent fit at ages 12–18 years, but only a poor fit for ages 6–7 years (yet still better than other two-factor or unitary models). It had a reasonable fit for students with LLD, although the three-factor model fit their data slightly better. Conclusions: Oral and written language abilities during the school-age years are best explained by a two-factor model with sound/word and sentence/ discourse language levels and memory as a contributing factor. Implications for identifying and treating language and literacy disorders as multidimensional rather than categorical are discussed.
AB - Purpose: This was an investigation of the dimensionality of oral and written language to test the hypothesis that a two-factor model with sound/word and sentence/discourse language levels would best fit language and literacy data for a population-based sample in the school-age years. Method: A stratified secondary data set of 1,500 participants was drawn randomly from a larger nationally representative U.S. data set (N = 1,853) gathered during standardization of the Test of Integrated Language and Literacy Skills. A sample of 254 students with prior diagnoses of language and literacy disorders (LLD) was drawn from the full data set. Confirmatory factor analysis was used to compare the hypothesized two-factor model with other theoretically possible models. Results: The hypothesized two-factor language-levels model had an acceptable-to-good fit to the full data set, as did the three-factor model, with verbal memory added. High interfactor correlation between verbal memory and sentence/ discourse constructs, as well as a preference for parsimony, led to the acceptance of the two-factor model as best. This language-levels model had a good fit to the data at ages 8–11 years, and an excellent fit at ages 12–18 years, but only a poor fit for ages 6–7 years (yet still better than other two-factor or unitary models). It had a reasonable fit for students with LLD, although the three-factor model fit their data slightly better. Conclusions: Oral and written language abilities during the school-age years are best explained by a two-factor model with sound/word and sentence/ discourse language levels and memory as a contributing factor. Implications for identifying and treating language and literacy disorders as multidimensional rather than categorical are discussed.
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U2 - 10.1044/2022_JSLHR-21-00534
DO - 10.1044/2022_JSLHR-21-00534
M3 - Article
C2 - 35737905
AN - SCOPUS:85134470290
SN - 1092-4388
VL - 65
SP - 2629
EP - 2647
JO - Journal of Speech, Language, and Hearing Research
JF - Journal of Speech, Language, and Hearing Research
IS - 7
ER -