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Record W3196688415 · doi:10.5539/ies.v14n9p90

English Language Teachers’ Perceptions of PAAET’s Professional Development Programs: Implications on Guideline Formulation for Training Programs

2021· article· en· W3196688415 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

VenueInternational Education Studies · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Practices and Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsProfessional developmentMedical educationPsychologyFaculty developmentTraining (meteorology)PedagogyMedicine

Abstract

fetched live from OpenAlex

Teachers’ professional development is a life-long and continuous process in which teachers are expected to upgrade their knowledge, master new skills, and change their practices, since advancement in their teaching career has an impact on their students’ achievement and education reform. This study determines the teachers’ assessment of professional development programs at the Public Authority for Applied Education and Training (PAAET) in Kuwait. The study utilized a quantitative research method using a survey questionnaire, which was distributed online to 31 in-service teachers. Results indicated the infrequency of teachers’ development program in the institution. Teachers who had stayed at least nine years had undergone 1 to 3 training programs. Training on soft skills is perceived to be relatively more effective than training on hard skills. Nevertheless, majority of the teachers attended relatively more hard-skills training than soft-skills training programs. Thus, hard-skills training should further be planned to improve effectiveness since more training is provided in these areas.

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)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.439
Threshold uncertainty score0.459

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.226
GPT teacher head0.522
Teacher spread0.295 · 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