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Record W4411132577 · doi:10.5430/wjel.v15n6p243

Empowering Second Language Learning and Teaching in the ESL Classroom: Harnessing Digital Media and Programmed Instruction

2025· article· en· W4411132577 on OpenAlexvenueno aff
Abdul Majeed C.T, M. Ilankumaran

Bibliographic record

VenueWorld Journal of English Language · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicSecond Language Learning and Teaching
Canadian institutionsnot available
Fundersnot available
KeywordsComputer scienceProgrammed instructionMathematics educationMultimediaDigital mediaWorld Wide WebPsychology

Abstract

fetched live from OpenAlex

This abstract examines integrating digital media and programmed instruction into ESL Class teaching to improve acquiring a second language. As the application of digital tools increases in education, educators are presented with unprecedented opportunities to engage learners and optimize instructional strategies. This paper examines the potential of digital media tools, including interactive software, online platforms, and multimedia resources, in facilitating language acquisition and proficiency development among ESL learners. Furthermore, the utilization of programmed instruction techniques is investigated as a structured approach to delivering personalized learning experiences tailored to the diverse needs of ESL students. By employing adaptive algorithms and systematic sequencing of content, programmed instruction fosters individualized learning paths, thereby accommodating varying learning styles and proficiency levels within the classroom. Drawing upon theoretical frameworks from educational psychology and instructional design, this study highlights the theoretical underpinnings supporting the efficacy of digital media and programmed instruction in ESL pedagogy. Additionally, practical implications for educators are discussed, including strategies for curriculum design, lesson planning, and assessment integration. Through a synthesis of theoretical insights and practical applications, this article seeks to offer ESL teachers a comprehensive understanding of how digital media and programmed instruction In today's classrooms, the use of programmed instruction can effectively improve the teaching and learning of second languages Ultimately, by taking advantage of this innovative approach educators can cultivate a dynamic and inclusive learning environment conducive to fostering linguistic proficiency and cross-cultural communication skills among ESL learners.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.002
Scholarly communication0.0030.003
Open science0.0000.004
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.007
GPT teacher head0.249
Teacher spread0.242 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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Same venueWorld Journal of English LanguageSame topicSecond Language Learning and TeachingFrench-language works237,207