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Academic screening in middle school: Exploring bivariate and intraindividual relations in reading and math
Kelly N Clark1, Garret J Hall2
1Department of Psychology, Louisiana State University.
This study explored reading and math skill development in early adolescents using academic screening data. Stable individual differences in math and reading were highly correlated, but growth patterns and skill interactions varied across models.
Area of Science:
- Educational Psychology
- Developmental Psychology
- Quantitative Psychology
Background:
- Early adolescence is critical for academic growth, yet research on reading and math development in multitiered systems of support often focuses on elementary students.
- Understanding transactional relations between reading and math skills is crucial for targeted interventions during this developmental stage.
Purpose of the Study:
- To examine the transactional development of reading and math skills in sixth and seventh graders.
- To compare the effectiveness of various longitudinal structural equation modeling (SEM) approaches for analyzing academic development.
Main Methods:
- Utilized triannual academic screening data from 1,693 sixth and seventh-grade students.
- Employed Bayesian longitudinal structural equation modeling (SEM), testing five different models.
- Analyzed stable between-person differences and within-person transactional relations between reading and math skills.
Main Results:
- Found strong correlations between stable between-person differences in math and reading skills across all models (r = .70–.77).
- Observed inconsistent results regarding correlated growth processes at the between-person level and within-person transactional relationships.
- Equivocal support was found for four of the five longitudinal SEMs tested.
Conclusions:
- Stable individual differences in math and reading are robust, but their developmental trajectories and interrelations in early adolescence require nuanced modeling.
- Methodological challenges exist in detecting within-person instructional response using triannual screening data.
- Findings highlight the need for advanced statistical approaches to understand academic development in middle school students.
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