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Record W7123359945 · doi:10.15330/msuc.2025.33.10-14

STAGES OF DEVELOPMENT OF HIGHER PHARMACEUTICAL EDUCATION IN UKRAINE (END OF XX - FIRST QUARTER OF XXI CENTURY)

2025· article· W7123359945 on OpenAlex
Volodymyr DOSYN

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

VenueMountain School of Ukrainian Carpaty · 2025
Typearticle
Language
FieldPharmacology, Toxicology and Pharmaceutics
TopicMedical and Pharmaceutic Studies
Canadian institutionsnot available
FundersMinistry of Education and Science of Ukraine
KeywordsUkrainianContext (archaeology)Relevance (law)Modernization theoryHigher educationLegislatureQuality (philosophy)Quarter (Canadian coin)

Abstract

fetched live from OpenAlex

The relevance of this study lies in identifying the patterns and factors of the transformation of higher pharmaceutical education in Ukraine at the turn of the 20th and 21st centuries in the context of European integration, digitalization, and increasing standards of pharmacist training. The author substantiates that the effectiveness of the pharmaceutical education system determines not only the quality of medical care but also the development of national human capital, innovative potential, and the competitiveness of the state’s pharmaceutical sector. Defining the stages and main trends of system modernization has important theoretical and practical significance for improving the professional training of future specialists. The aim of the article is to conduct a comprehensive historical and pedagogical analysis of the stages in the development of higher pharmaceutical education in Ukraine from the late 20th to the first quarter of the 21st century, and to determine the main factors of change in accordance with the criterial approach. The study applies historical-pedagogical and legal approaches, which involve the analysis of current legislative acts, educational standards, works of leading scholars, and empirical data on the activities of Ukrainian institutions of higher pharmaceutical education. It was established that the development of higher pharmaceutical education in Ukraine was carried out in stages: the stage of national formation (1991–2001), the stage of European integration and expansion of pharmaceutical faculties in medical universities (2002–2015), and the modernization-innovation stage (2016–2024). Each of these periods was characterized by its own regulatory framework, strategic priorities, and educational innovations. Special attention is paid to the implementation of the competence-based approach, modern pedagogical technologies, simulation and interactive learning, the development of digital educational infrastructure, enhanced practical training, and international cooperation. The article substantiates the influence of regulatory and organizational factors on the formation of the modern model of professional pharmacist training. The conclusions emphasize that the evolution of higher pharmaceutical education in Ukraine is a dynamic process that combines tradition, innovation, and integration into the European educational space. This ensures the competitiveness of domestic graduates, contributes to the formation of professional culture, and enhances the role of the pharmacist in modern 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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.394
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0010.001
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0110.000

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 head0.053
GPT teacher head0.426
Teacher spread0.373 · 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