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Record W4411662540 · doi:10.5430/wje.v15n2p121

Teachers’ Learning Empowerment for Applying to Enhancing the 21st-Century Characteristics

2025· article· en· W4411662540 on OpenAlexvenueno aff
Wasupol Ma-uy, Phrakhrusutheejariyawattana Phrakhrusutheejariyawattana

Bibliographic record

VenueWorld Journal of Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Methods and Outcomes
Canadian institutionsnot available
Fundersnot available
KeywordsMathematics educationPsychologyEmpowermentPedagogyEconomic growth

Abstract

fetched live from OpenAlex

This study examined various perspectives on 21st-century teachers, focusing on their definitions, characteristics, roles, developmental guidelines, challenges encountered during growth, and assessment criteria. The primary objective was to create educational modules for online self-training programs that enhanced teachers' skills. The research was divided into two main projects: the first aimed to equip teachers with guidelines to become more effective in their roles, while the second concentrated on implementing the acquired knowledge in student education. Employing a 5-step Research and Development methodology, the final phase involved conducting experimental research using a one-group pretest-posttest design within a school setting. The sample included 10 teachers and 154 students in the experimental group. Findings indicated that the newly developed educational innovation, titled "Online Self-Training Program for Empowering Teachers to Put Their Learning into Action to Enhance the Characteristics of 21st-Century Teachers," successfully met the research hypotheses. Specifically, 1) Teachers in the experimental group achieved post-experiment test scores that met the 90/90 standard, significantly surpassing their pre-experiment scores, and 2) Teachers demonstrated improved evaluation results for students after the experiment. This program was deemed suitable for nationwide implementation across secondary schools under the Office of the Basic Education Commission.

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)0.002
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.002
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 head0.026
GPT teacher head0.403
Teacher spread0.378 · 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 designObservational
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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