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Children master language quickly and with relative ease, supported by both biological predisposition and reinforcement. B. F. Skinner (1957) proposed that language is learned through reinforcement, while Noam Chomsky (1965) argued that language acquisition mechanisms are biologically determined.
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Related Experiment Video

Updated: Aug 12, 2025

Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques
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A Latent Class IRT Approach to Defining and Measuring Language Proficiency.

Tammy D Tolar1, David J Francis1, Paulina A Kulesz1

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Summary

English language learner (EL) status impacts academic evaluation. This study used psychometric analysis to show that reading and writing proficiency predict how well ELs perform on content tests, suggesting better assessment methods.

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Area of Science:

  • Educational Measurement
  • Psychometrics
  • Applied Linguistics

Background:

  • English language learner (EL) status has significant implications for academic assessment and evaluation.
  • Current English language proficiency (ELP) conceptualizations increasingly align with content area language demands.
  • State standards and consortia like WIDA and ELPA21 guide ELP assessment.

Purpose of the Study:

  • To explore the utility of content area assessments in validating English language proficiency (ELP) mastery criteria.
  • To identify distinct groups of English learners (ELs) based on their performance on academic achievement tests.
  • To evaluate the predictive power of different ELP subscales on group membership.

Main Methods:

  • Mixture item response models (IRT) were applied to identify classes of EL students.
  • Latent class IRT methods were used to group ELs based on item functioning.
  • The influence of reading, writing, listening, and speaking subscales of ELP on class membership was assessed.

Main Results:

  • Two classes of EL students were identified: those for whom test items functioned similarly to non-ELs, and those for whom items functioned differently.
  • Reading and writing subscales of ELP were significant predictors of class membership.
  • ELP summary score cut-scores imperfectly predicted class membership, highlighting a need for nuanced differentiation.

Conclusions:

  • Linking ELP definitions to specific contexts of use is crucial for accurate assessment.
  • Psychometric analyses, particularly IRT, can enhance the validity of ELP standards by considering content area language requirements.
  • This research suggests that content-based assessments can help validate ELP mastery criteria for English learners.