Learner Perceptions of Saudi Arabian EFL College Classroom Environments
Bibliographic record
Abstract
Studies in English as a Foreign Language (EFL) have recently become more prominent at universities in Saudi Arabia. This research explores the perspectives of EFL college students in Saudi Arabia on the various classroom settings they experience there. students' perceptions of EFL college classroom environments in Saudi Arabia. It employs questionnaires and observation techniques for data collection. The questionnaire is structured on the basis of four major research dimensions, including physical, teaching, learning, and motivational dimensions. These are thought to be the most important factors, so the questionnaire is based on them. A ample of 205 male and female students who are currently enrolled in EFL programs has been chosen. According to the findings, both male and female students have similar perceptions of the environments in which they learn EF. Despite this, there are differences that can be seen in certain aspects of the learning dimension. For example, female participants have a higher satisfaction score than male participants do. The learning and motivational dimensions have received lower satisfaction ratings from both parties in comparison to the physical and instructional aspects of the program. Students are not only unhappy with the textbooks that are currently being used, but they also lack interest in the cultural context in which the language is used. The relationship that exists between instructors and pupils was given the highest rating by both sets of respondents. The findings of the study imply that the environment of an EFL classroom should place a greater emphasis on teaching and motivational aspects in order to achieve a higher level of perception on the part of the students.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".