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Record W7127548515

PREPARING TEACHERS OF VOCATIONAL EDUCATION INSTITUTIONS TO DEVELOP STUDENTS' PERSONALITIES IN TODAY'S WORLD

2025· article· uk· W7127548515 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2025
Typearticle
Languageuk
FieldComputer Science
TopicInnovative Educational Technologies
Canadian institutionsnot available
Fundersnot available
KeywordsVocational educationPersonality psychologyContext (archaeology)ModerationProfessional developmentWork (physics)Identification (biology)Teacher education
DOInot available

Abstract

fetched live from OpenAlex

DOI: https://doi.org/10.26565/2074-8922-2025-85-26 Purpose. Justification of theoretical and methodological foundations, analysis of current trends, and identification of ways to improve the training of vocational education teachers for work aimed at developing the personalities of vocational education students. Methods. Analysis of scientific literature, comparative-analytical method, generalization of pedagogical experience. Results. The article discusses the theoretical and methodological foundations and practical aspects of training teachers in vocational education institutions to develop the personalities of students in the context of modern social transformations. It focuses on the changing role of the teacher—from imparting knowledge to becoming a mentor, facilitator, and moderator of the educational process, capable of creating conditions for the comprehensive development of students. It analyzes contemporary scientific approaches to understanding the essence of personal development and identifies its key components (professional, cognitive, social-communicative, value-moral, and personal-psychological). The results of a comparative analysis of domestic and foreign experience in teacher training, in particular the practices of Germany, Finland, Canada, Singapore, Poland, and France, are presented. The main problems of the modern system of teacher training are identified: insufficient integration of psychological, pedagogical, and methodological knowledge, limited development of soft skills, low level of digital competence, and weak cooperation with employers. The following areas for improvement in teacher training are proposed: the introduction of competency-based, person-oriented, activity-based, innovative-technological, and reflective-research approaches; expansion of the practical component of education; and the formation of a system of continuous professional development. It is substantiated that effective training of teaching staff is a key condition for the formation of competitive, socially active, and spiritually mature specialists in vocational education. Conclusions. Effective training of teaching staff at vocational education institutions for the personal development of students involves the integration of professional, psychological, pedagogical, and digital competencies, the introduction of innovative technologies, and the formation of humanistic values. This is a necessary condition for training competitive, responsible, and creative specialists in modern vocational education. In cites: Bozhko N. V. (2025). Preparing teachers of vocational education institutions to develop students' personalities in today's world. Problems of Engineering Pedagogic Education, (85), 310-323. https://doi.org/10.26565/2074-8922-2025-85-26 (in Ukrainian)

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)0.003
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication, Open science
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.256
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0050.013
Science and technology studies0.0000.000
Scholarly communication0.0020.004
Open science0.0080.004
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.300
GPT teacher head0.606
Teacher spread0.306 · 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