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Record W4391920199 · doi:10.5430/jct.v13n1p151

Saudi EFL Students’ Perceptions Towards the Impact of YouTube on Improving Speaking Skills

2024· article· en· W4391920199 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

VenueJournal of Curriculum and Teaching · 2024
Typearticle
Languageen
FieldComputer Science
TopicEnglish Language Learning and Teaching
Canadian institutionsnot available
Fundersnot available
KeywordsPsychologyMedical educationPerceptionPerspective (graphical)Learning stylesMathematics educationMedicineComputer science

Abstract

fetched live from OpenAlex

The significance of integrating technology in education, especially the widely and frequently used platform “YouTube”, is found in its ability to provide accessible and various educational resources, meeting the needs of diverse learning styles and enhancing active engagement. Since YouTube is one of the preferred applications utilized by Saudi individuals, this study investigated the impact of using YouTube on enhancing the speaking skills of EFL male and female Saudi students from different Saudi universities. This study was conducted during the first semester of the academic year 2021- 2022. A questionnaire was used as the study instrument. It was adapted from Binmahboob’s (2020) study and modified according to the study’s purposes. The questionnaire contained 17 items divided into two sections. 79 EFL students from different Saudi universities participated. Fifty-nine of them were females, while 20 were males. The findings of the study revealed that YouTube videos had a high positive perspective from the participants. In other words, it can be concluded that YouTube videos enhance the speaking skills of EFL university students. Based on these finding, some recommendations and implications were provided.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.876
Threshold uncertainty score0.629

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.001
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 head0.009
GPT teacher head0.306
Teacher spread0.297 · 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