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Record W4411123805 · doi:10.63990/ejobs.v7i2.10610

Context Situation of Pre-service Preprimary Teacher Education in Selected Colleges in Ethiopia: -Input-Process-Outcome Approach

2024· article· en· W4411123805 on OpenAlexaff
Belay Tefera, Fantahun Admas, Fiseha Teklu

Bibliographic record

VenueEthiopian Journal Of Behavioural Studies · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicAfrican history and culture analysis
Canadian institutionsEducation and Early Childhood Development
Fundersnot available
KeywordsContext (archaeology)Outcome (game theory)Process (computing)Service (business)BusinessPsychologyProcess managementComputer scienceMarketingGeographyEconomics

Abstract

fetched live from OpenAlex

Pre-primary teacher education institutions are mandated to advancing professional competencies among personnel working with young children. The objective of this research was to examine the situation of the existing pre-primary teacher preparation programs of the colleges in Ethiopia including their contributions and impacts on the trainees. Guided by the mixed research design (qualitative and quantitative approaches), data were collected using questionnaire, interview and FGD concurrently. Data sources consisted of a total of 10 trainers, 3 department heads, and 66 trainees from three purposefully selected teacher education colleges in Ethiopia. Results have indicated that both the design and delivery of the current pre-primary teacher education had serious gaps and would not promise producing competent graduates as evidenced by students’ knowledge, attitude, and self-efficacy. Six major recommendations have been given to reverse course including, among others, the need to work towards the professionalization of the field of preschool education at all levels.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.163
Threshold uncertainty score0.480

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.070
GPT teacher head0.368
Teacher spread0.298 · 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 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
Published2024
Admission routes1
Has abstractyes

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