New California reporting requirements drawing attention to outcomes for Long-Term English Learners (LTELs) opens a window of opportunity for changes to better support these students. In spring 2023, the Stanford-Sequoia K-12 Research Collaborative (Sequoia Collaborative) agreed to key changes in the reclassification process for multilingual…

Most English learners (ELs) eventually gain sufficient English proficiency to be reclassified and receive instruction without linguistic supports. Though well-identified, prior regression discontinuity estimates for the effect of reclassification are estimated too imprecisely to detect policy-relevant effects. Applying a student fixed-effect…

This study aims to evaluate the extent to which Taylor Swift's song lyrics incorporate vocabulary from the Oxford 3000 and 5000 word lists and to categorize these words based on CEFR levels. The goal is to narrow down the vast selection of songs available to EFL learners, focusing on the most essential vocabulary to enhance their learning…

This study investigates the relationship between motivation and language proficiency, with a specific focus on the speaking abilities of Iranian intermediate-level management students. This group was chosen because effective communication skills are essential for success in management roles, and understanding the factors influencing their language…

This corpus-based study investigates lexical bundles of keywords found in online news articles, aiming to equip high school students in Thailand with the linguistic tools necessary for English admission exams. The primary objectives of this investigation are twofold: (1) to compile a list of 100 essential exam preparation keywords from the…