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Updated: Aug 18, 2026

Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills
Published on: September 17, 2019
Examining early literacy skill differences among children in Head Start via latent profile analysis
Kate E Norwalk1, James C DiPerna2, Pui-Wa Lei2
1Department of Educational and School Psychology.
Abstract:
The purpose of the present study was to determine whether there are systematic differences in literacy skills among children from less-advantaged households, using latent profile analysis. Early reading skills were measured using the Early Arithmetic, Reading, and Learning Indicators (EARLI; DiPerna, Morgan, & Lei, 2007) literacy tasks. Participants (N = 166) were 4-year-old children enrolled in Head Start. Results revealed three classifications of children: Profile 1 had the lowest overall literacy skill levels, with relative strength in expressive vocabulary and weaknesses in skills related to letter knowledge (i.e., Alphabet Recitation, Letter Naming); Profile 2 had the highest overall level of literacy skills and a relative strength on the Segmenting task; and Profile 3 showed the greatest variability across the EARLI probe scores, with a relative strength in Alphabet Recitation and weaknesses on tasks measuring phonemic and phonological awareness (i.e., Letter Sounds, Sound Deletion, and Segmenting). Repeated measures ANOVA revealed that, although students in each profile demonstrated skill growth over a 6-month period, significant skill differences still remained between profiles at the end of the preschool year.

