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Record W4407410315 · doi:10.62049/jkncu.v5i1.226

Vocational Instructors Preparedness for Provision of Competency-Based Training in Kenya and Apprenticeship Training in Saskatchewan, Canada

2025· article· en· W4407410315 on OpenAlexaffabout
Gilbert Kipkoech, Jackline Nyerere, Purity Muthima, Janet Mola Okoko

Bibliographic record

VenueJournal of the Kenya National Commission for UNESCO · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicHigher Education Learning Practices
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsApprenticeshipTraining (meteorology)Vocational educationPreparednessMedical educationPsychologyPolitical sciencePedagogyMedicineGeography

Abstract

fetched live from OpenAlex

Competency-Based Training (CBT) in Kenya and apprenticeship training in Canada provide trainees with job-ready skills, but emphasis on theory over practice hinders its effectiveness. To fittingly frame the problem, the study asked, what is the level of instructors' know-how in providing CBT in Kenya, and how does their preparation compare to journeypersons in Saskatchewan, Canada? The research involved 33 public Vocational Training Centres (VTCs) in Nakuru City County, Kenya and 23 branch institutions of Saskatchewan Polytechnic, Canada. Concurrent embedded design was utilised. The sample comprised 10 principals, 92 VTC instructors, 261 trainees, 10 industry managers and 4 programme heads drawn from a total population of 377 using stratified, purposive and simple random sampling methods. Questionnaires, interview schedules and observation checklist were used to collect data. Findings showed that Kenyan instructors are deficient in industrial training and professional development. In contrast, findings from Saskatchewan, Canada reveal greater emphasis on active and hands-on involvement, such as apprentice indentureship and mentorship under certified journeypersons. The study concluded that instructors' preparedness had major influence on the provision of competency-based skills to trainees. The study recommends an increase in funding to facilitate industrial training and refresher courses for instructors to improve quality of CBT in Kenya

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 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)0.003
metaresearch head score (Gemma)0.004
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 score0.297
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
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 head0.039
GPT teacher head0.361
Teacher spread0.322 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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 routes2
Has abstractyes

Explore more

Same venueJournal of the Kenya National Commission for UNESCOSame topicHigher Education Learning PracticesFrench-language works237,207