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The Dimensionality of Language and Literacy in the School-Age Years
Nickola Wolf Nelson1, Elena Plante2, Michele Anderson1
1Department of Speech, Language and Hearing Sciences, Western Michigan University, Kalamazoo.
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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