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Record W4407706977 · doi:10.5539/hes.v15n2p23

Exploring Flipped Classrooms in EFL Teaching: A Comprehensive Systematic Review

2025· article· en· W4407706977 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.

venuePublished in a venue whose home country is Canada.
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

VenueHigher Education Studies · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicInnovative Teaching Methods
Canadian institutionsnot available
Fundersnot available
KeywordsMathematics educationFlipped classroomTeaching methodPsychologyLikert scaleHigher educationComputer sciencePedagogyPolitical science

Abstract

fetched live from OpenAlex

The flipped classroom model has gained significant attention as an innovative pedagogical approach to teaching English as a Foreign Language (EFL). This method promotes active learning, student engagement, and improved language proficiency by shifting content delivery to pre-class activities and dedicating class time to interactive and collaborative tasks. This systematic review synthesizes findings from seven peer-reviewed studies published between 2016 and 2024, selected through a PRISMA-guided search of ERIC, ScienceDirect, and Google Scholar databases. The analysis highlights the flipped classroom’s effectiveness in enhancing EFL learners’ speaking, listening, and reading skills, fostering autonomy, and reducing language learning anxiety. Despite its benefits, challenges remain, including technological disparities, variations in student readiness, and insufficient teacher training. The review underscores the need for tailored professional development, equitable access to digital resources, and adaptive strategies to address these obstacles. Additionally, cultural and contextual factors significantly influence the model’s success, necessitating further exploration to optimize implementation in diverse educational settings. This systematic review contributes to the growing body of research on flipped classrooms, providing insights for educators and policymakers to enhance the efficacy of this approach. By addressing identified challenges and leveraging their advantages, the flipped classroom model offers a promising avenue for transforming EFL education and meeting the demands of 21st-century learners in a globalized world.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.801
Threshold uncertainty score0.558

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.377
GPT teacher head0.521
Teacher spread0.144 · 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