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Record W3157391597 · doi:10.21083/ajote.v10i1.6316

Attitude of Postgraduate Diploma in Teaching (PGDT) Trainees towards the Teaching Profession in Ethiopia

2021· article· en· W3157391597 on OpenAlex
Tensae Zeleke

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

VenueAfrican Journal of Teacher Education · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicTeacher Professional Development and Motivation
Canadian institutionsnot available
Fundersnot available
KeywordsStratified samplingGovernment (linguistics)Medical educationSimple random samplePsychologyScale (ratio)Descriptive statisticsMathematics educationMedicineMathematics

Abstract

fetched live from OpenAlex

This study explored the attitude of trainees in postgraduate diploma in teaching towards the teaching profession. The study had a descriptive survey design. Two hundred and fifty-eight trainees participated in the study. Proportionate stratified random and simple random sampling were used in the selection of the study participants. Quantitative data was collected using a standardized questionnaire developed by Renthlei and Malsawmi (2015). Percentages and Stanine scale frequency distributions were used to analyze the data and report the findings. The study revealed that a lack of other better job opportunities was the main reason for the trainees to choose teaching as their future profession. Most also expressed the interest to quit the training and join any other better job opportunity the moment they get the chance. Overall, the majority had a low attitude towards teaching as a profession. Such a low trainees’ attitude towards teaching and their intention to quit the training or leave the profession any time the opportunity comes their way, puts the government’s plan to expand the coverage of education in jeopardy. Clearly, an increase in schools cannot be achieved without a parallel increase in the number of qualified teachers. Finally, implications of the findings were forwarded to pertinent bodies in teacher education programs.

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)0.006
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.429
Threshold uncertainty score0.507

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.045
GPT teacher head0.380
Teacher spread0.335 · 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