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Record W7033001077

Online Flipped Classroom for English Enhancement Programs: A Literature Review

2024· article· en· W7033001077 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueScholarship at UWindsor (University of Windsor) · 2024
Typearticle
Languageen
FieldComputer Science
TopicEducational Robotics and Engineering
Canadian institutionsnot available
Fundersnot available
KeywordsFlipped classroomBlended learningPresentation (obstetrics)Asynchronous communicationAsynchronous learningOnline learningActive learning (machine learning)Best practiceForeign languageEnglish language
DOInot available

Abstract

fetched live from OpenAlex

This review focuses on the benefits that flipped classrooms have in English language learning programs. Relevant topics include synchronous instruction, asynchronous instruction, online courses, blended learning, and learning motivation among international students.\nTo help international students meet English language requirements, many universities in Canada offer English language enhancement programs (ELEPs) with preparatory courses international students can take before enrolling in their programs of study at their host universities. However, the outbreak of COVID-19 forced many courses to be moved from physical classrooms to online classrooms. Given that online courses may bring increased pressure and difficulties to international students (Chen et al., 2020), using appropriate learning activities by blending the asynchronous and synchronous classes may help promote the learning outcomes (Lin et al., 2019).\nIt is essential to determine which pedagogies most effectively engage and motivate students, so instructors need to conduct needs assessments and identify the best ways to meet student expectations (Henry, 2018). As a pedagogical approach, the flipped classroom can be utilized in different ways depending on students’ learning preferences and the topics taught (Singh, 2020). Based on the review of literature related to online learning for English language enhancement, particularly the benefits of the flipped classroom, this presentation aims to facilitate discussion from audience members regarding approaches that can help international students with the best possible learning experience in Canadian higher education institutions in future online courses.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.859
Threshold uncertainty score0.864

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.020
GPT teacher head0.249
Teacher spread0.228 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it