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Record W4399294293 · doi:10.5430/wjel.v14n4p610

Investigating EFL Students’ Perceptions about the Use of Beyond Textbook Materials for University Courses

2024· article· en· W4399294293 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

VenueWorld Journal of English Language · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicEducation Practices and Evaluation
Canadian institutionsnot available
Fundersnot available
KeywordsMathematics educationPerceptionComputer sciencePsychology

Abstract

fetched live from OpenAlex

Proficiency in English, in today’s globalized atmosphere, needs to be prioritized. This can be achieved by incorporating diverse, dynamic, and productive strategies intended to improve language proficiency. The use of different beyond textbook materials for teaching skills courses such as reading, writing, listening and speaking can be one such strategy. This study advocates that student teacher’s reliance should not always be based on prescribed textbooks, which may not always satisfy all students’ needs in different circumstances. Instead, resources other than textbooks can be a supportive supplement. This quantitative study investigates EFL students’ perceptions about the use of beyond textbook materials while studying skills courses in Prince Sattam bin Abdulaziz University (PSAU). The sample consisted of 68 student-participants: 30 males and 38 females studying in level three of 4-year BA program in the Department of English. Based on purposive sampling, only those student-participants were chosen who had already studied skills courses as freshmen. To collect data, a 20-item questionnaire was created, online, using Google Forms. The responses were collected using 5-point Likert scale containing agreement, frequency and quality response options. The findings reveal that students positively reacted to the use of beyond textbook materials for skills courses and acknowledged the contributions of such non-textbook resources towards learning EFL. This study is limited to a selected context. Therefore, it is recommended that future studies may focus on student-participants from different locations to, supposedly, achieve results that are more comprehensive. It is hoped, findings of this study will provide valuable insights for students, teachers, and future researchers alike in the context of EFL.

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)0.002
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.538
Threshold uncertainty score0.808

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.066
GPT teacher head0.389
Teacher spread0.323 · 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