Evaluating the Equality of Regression Coefficients for Multiple Group Comparisons: A Case of English Learner Subgroups by Home Languages

As the theme of the 2022 annual meeting of the American Education Research Association, cultivating equitable education systems has gained renewed attention amid an increasingly diverse society. However, systemic inequalities persist for traditionally underserved student populations. As a way to better address diverse students’ needs, it is of critical importance to understand different subgroups’ performances. In the educational measurement field, evaluating the differences among multiple groups is an important consideration in addressing fairness issues for diverse groups of students. This article offers one technique to do so. It demonstrates how commonly-used multiple regression analysis can be applied to evaluate the equivalence of predictive structure across multiple groups in place of the factor analytic approach that requires a relatively large sample size per subgroup and strong assumptions. The technique is utilized in examining the relationship between English language proficiency and academic performance of English learners in one state when the subgroups are categorized by home language. The results showed statistically significant group differences between the reference group (Spanish-speaking ELs) and other focal groups (different home-language ELs) in various levels of comparisons (model fit, model structure, and individual predictor weights). The strengths and limitations of a proposed multiple group regression (MGR) approach are discussed in the educational research context

Developing a Technology-Based Classroom Assessment of Academic Reading Skills for English Language Learners and Teachers: Validity Evidence for Formative Use

In U.S. K-12 schools, adequate education of English language learner (EL) students, particularly to support their attainment of English language and literacy skills, has attracted heightened attention. The increased academic rigor as well as sophisticated disciplinary language demands embodied in current academic content standards have posed considerable challenges to EL students. To address students’ needs, the present study utilized formative assessment as a means to support the teaching and learning of academic reading skills for EL students. We also endeavored to test our underlying assumption that sound assessment tools would facilitate effective formative assessment processes. In this study, we devised a technology-based assessment tool considering the increasing use of technology in K-12 schools. As a small-scale, exploratory study, we examined the usability and validity of the tool for formative purposes with three ESL teachers and their students (62 EL students) from secondary schools. The results indicated that the tool had the potential to extend teachers’ and students’ formative assessment practices in principled ways. However, we also found some teachers’ misconceptions about the tool’s purpose and their limited implementation skills to utilize the tool for formative assessment purposes. Implications for practice and further research are discussed

Developing a Technology-Based Classroom Assessment of Academic Reading Skills for English Language Learners and Teachers: Validity Evidence for Formative Use

In U.S. K-12 schools, adequate education of English language learner (EL) students, particularly to support their attainment of English language and literacy skills, has attracted heightened attention. The increased academic rigor as well as sophisticated disciplinary language demands embodied in current academic content standards have posed considerable challenges to EL students. To address students’ needs, the present study utilized formative assessment as a means to support the teaching and learning of academic reading skills for EL students. We also endeavored to test our underlying assumption that sound assessment tools would facilitate effective formative assessment processes. In this study, we devised a technology-based assessment tool considering the increasing use of technology in K-12 schools. As a small-scale, exploratory study, we examined the usability and validity of the tool for formative purposes with three ESL teachers and their students (62 EL students) from secondary schools. The results indicated that the tool had the potential to extend teachers’ and students’ formative assessment practices in principled ways. However, we also found some teachers’ misconceptions about the tool’s purpose and their limited implementation skills to utilize the tool for formative assessment purposes. Implications for practice and further research are discussed

OVERVIEW OF THE INSTRUCTIONAL QUALITY ASSESSMENT

Lauren Resnick and Brian Junker as authors, with a full list of correct authors on a subsequent page. This error was corrected on September 29th. The complete list of contributing authors is: Brian Junker, Yanna Weisberg

The Instructional Quality Assessment as a professional development tool. Paper presented at the Annual Meeting

and Lindsay Clare Matsumura as authors, with a full list of correct authors on a subsequent page. This error wa