In this paper we use historic score-reporting records and test-taker metadata to inform data-driven recommendations that support international students in their choice of undergraduate institutions for study in the United States. We investigate the use of Structural Topic Modeling (STM) as a context-aware, probabilistic recommendation method that…

Test preparation has been shown to affect educational test scores to varying degrees. In language testing, however, there are no cross-regional studies that consider the effects of gender and age on test preparation practices. This study represents an attempt to remedy this situation. Questionnaire respondents to a global survey were tasked with…

This study addresses critical gaps in English proficiency assessments, particularly for English as a Foreign Language (EFL) students, by focusing on the foundational aspect of needs analysis in designing a platform to assist EFL students in preparation for real English proficiency tests. The existing tests, such as TOEFL and IELTS, often fail to…

This study explored 12 upper-intermediate and advanced learners' affective, behavioral, and cognitive engagement with peer feedback in TOEFL iBT preparation classes in an Iranian English-as-a-foreign-language context. The data were collected from textual analysis of original and peer-reviewed drafts of student writing, qualitative interviews, and…