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Updated: Dec 3, 2025

Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills
Published on: September 17, 2019
Socioeconomic Status During Childhood and Academic Achievement in Secondary School
Anita van Zwieten1, Armando Teixeira-Pinto1, Suncica Lah2
1Sydney School of Public Health, Faculty of Medicine and Health, University of Sydney (A van Zwieten, A Teixeira-Pinto, and G Wong), Sydney, NSW, Australia; Centre for Kidney Research, The Children's Hospital at Westmead (A van Zwieten, A Teixeira-Pinto, and G Wong), Westmead, NSW, Australia.
Objective:
Secondary education has lifelong implications for well-being. We evaluated associations between the timing and duration of low socioeconomic status (SES) during childhood and academic achievement in secondary school.
Methods:
Cohort design. The structured modeling approach was used to evaluate life-course models for associations between the duration and timing of low SES (across ages 4-5, 6-7, 8-9, 10-11 years) and Grade 7 (median age 12.5 years) reading and numeracy achievement. Linear regressions were fitted for 4 critical period models (each including low SES at 1 age), 1 sensitive period model (including low SES at all ages), and 2 strict accumulation models (including low SES duration in linear/categorical form).
Results:
Of 3734 children, 1718 (46.1%), 1749 (48.6%), 1797 (49.3%), and 1779 (49.8%) experienced low SES at 4 to 5, 6 to 7, 8 to 9, and 10 to 11 years, respectively. For reading, the sensitive period model fitted best. Reading z-score coefficients for low SES (reference: high SES) at 4 to 5, 6 to 7, 8 to 9, and 10 to 11 years were: -0.20, -0.18, -0.02, and -0.22. For numeracy, the categorical strict accumulation model, with SES-by-sex interaction, fitted best. Numeracy z-score coefficients for 1, 2, 3, and 4 periods of low SES (reference: 0 periods) were: -0.38, -0.42, -0.54, and -0.77 for boys, and -0.23, -0.34, -0.42, and -0.54 for girls.
Conclusions:
Low SES at all ages studied except 8 to 9 years has cumulative associations with poorer Grade 7 reading. Longer duration of low SES from 4 to 11 years is associated with poorer Grade 7 numeracy, with stronger associations for boys than girls. Academic interventions should be targeted toward children with persistently low SES.
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