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Record W7112531524

Оцінювання педагогічної компетентності в українських професійно-технічних коледжах: теоретичні основи для воєнного та повоєнного контекстів

2025· article· en· W7112531524 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

VenueDigital Library NAES of Ukraine (National Academy of Educational Sciences of Ukraine) · 2025
Typearticle
Languageen
FieldComputer Science
TopicInnovative Educational Technologies
Canadian institutionsnot available
Fundersnot available
KeywordsUkrainianCompetence (human resources)Vocational educationCore competencyProfessional developmentSustainabilityInternational educationAccountability
DOInot available

Abstract

fetched live from OpenAlex

Relevance. In the context of the ongoing full-scale war and the imperative for national recovery, Ukrainian vocational colleges face the critical challenge of significantly enhancing the quality of training for middle-level specialists – technicians, managers, and technologists – essential for rebuilding the economy. The key figure in this process is the lecturer, whose professional competence directly determines the effectiveness of educational outcomes. However, traditional approaches to assessing this competence are often inadequate for the current realities of infrastructure damage, staff and student displacement, psychological strain, and disrupted learning. A paradigm shift is needed: assessment frameworks must move beyond mere evaluation to actively support educator resilience, foster continuous professional growth, and align with European and global standards to ensure the long-term sustainability and international recognition of Ukrainian qualifications. Objective. To theoretically substantiate the principles for assessing pedagogical competence in Ukrainian vocational colleges within wartime and postwar contexts, providing a foundation for developing a responsive, equitable, and developmental evaluation system. Methods. Theoretical analysis of domestic and international scientific literature on pedagogical competence, comparative analysis of international models (EU, Canada, Israel, Kosovo), and synthesis of best practices for competency assessment in crisis-affected educational systems (e.g., DigCompEdu, EQF). Results. The study identifies that the conventional three-dimensional model of pedagogical competence (cognitive-knowledge, practical-activity, personal-social) is insufficient. A fourth, critical dimension – adaptive-resilience competence – is proposed, encompassing the ability to sustain teaching under crisis, respond to trauma, innovate with limited resources, and maintain psychological well-being. Based on international experience and Ukrainian realities, six core theoretical principles for assessment are formulated: 1) Contextualisation – criteria must reflect wartime conditions (e.g., recognizing innovative teaching with limited tech); 2) Holism – evaluation must capture the full spectrum, including resilience, creativity, and social responsibility; 3) Formative Orientation – assessment should primarily serve as a tool for professional development through constructive feedback, not just summative judgment; 4) Flexibility and Adaptability – frameworks must function across hybrid, online, or emergency teaching formats; 5) Equity and Inclusivity – systems must not disadvantage educators with limited access to technology or training; 6) Continuity and Sustainability – short-term assessments must be linked to long-term modernisation and integration into European quality assurance systems. Conclusions. The assessment of pedagogical competence in Ukrainian vocational colleges requires a fundamental transformation. Grounding evaluation in the principles of contextualisation, holism, formative orientation, flexibility, inclusivity, and sustainability can transform assessment from a passive measure into a strategic instrument for rebuilding education. This new paradigm will empower lecturers to become resilient, adaptive, and socially responsible professionals, directly contributing to the recovery of the nation by ensuring that vocational colleges continue to produce skilled, future-ready citizens capable of thriving in a dynamic, post-war society.

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)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.620
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.007
Science and technology studies0.0000.003
Scholarly communication0.0000.007
Open science0.0050.001
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 head0.024
GPT teacher head0.313
Teacher spread0.290 · 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