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Record W3016475140 · doi:10.28925/2312-5829.2020.1.13

SCIENTIFIC RESEARCH IN THE EDUCATION FIELD AS A CONDITION OF PROVIDING QUALITY OF STUDY IN UNIVERSITIES OF THE WORLD

2020· article· en· W3016475140 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

VenueEducological discourse · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicHigher Education Governance and Development
Canadian institutionsnot available
Fundersnot available
KeywordsQuality (philosophy)UkrainianWork (physics)Field (mathematics)Higher educationPolitical scienceEngineering ethicsEducational researchSociologyPublic relationsPedagogyEngineering

Abstract

fetched live from OpenAlex

The article is devoted to the analysis of scientific researches of the best universities in the world providing training in the field of education and their impact on the quality of education. The analysis is based on the results of the QS World University Rankings in Education, which identified the top ten universities in the world in 2019, which train specialists in education. In the article the general directions and topics of scientific researches, as well as specific ones, specific to each university are highlighted. The author reveals the peculiarities of the research work of the best universities in the world in the field of education and its relationship with the quality of education. Particular attention is paid to the criteria of quality (success) of the activities of universities, and research in particular. The article emphasizes that analyzing the educational research of the best universities in the world as a condition of ensuring the quality of education can be very useful for the development of education (and not just pedagogical) in Ukraine. It is noted that a high level of educational research will help Ukrainian education to achieve modern quality of study, to provide it on a research basis and to become practically oriented. The author defines the key characteristics of successful research universities, including the following: • availability of basic and applied research in contemporary areas and topics; • carrying out research work focused on the practical results of the research; • a wide range of disciplines included in the educational program in any specialty; • a high proportion of postgraduate research programs; • high level of external income of the university, which is ensured by the implementation of research results; • international recognition of research findings and prospects for their further development. According to the QS World University Rankings, the top ten universities in the world that provide training in education are: 1. University College London, (UCL), (United Kingdom); 2. Harvard University, (USA); 3. Stanford University (USA); 4. University of Oxford, (United Kingdom); 5. University of Cambridge, (United Kingdom); 6. University of Hong Kong, (Hong Kong); 7. University of Toronto, (Canada); 8. Berkeley University, California, (USA); 9. Columbia University, New York, (USA); 10.University of California (Los Angeles), USA By looking at research topics, you can distinguish topics that are most commonly found in universities. In this case, we are referring to non-standard general topics of pedagogical research such as: educational policy, organization and improvement of training, development of standards of teaching, didactics of learning, etc. They are present in the scientific research of the best universities, but the most important place is occupied by the research topics that characterize the current stage of development of education in the world, with all its features, influences and main trends. For example, almost all the best universities in the world are researching on human rights and equity in education. A striking example of such research can be the scientific theme of the Pedagogical Institute of Hong Kong University "Justice and Social Justice in Education". Another important theme that unites the best universities is the topic of developing critical thinking and developing critical media literacy skills for students and students. An example of such research is the Teachers' Training Program for Critical Media Literacy Skills in Students at the Teachers at the University of California, Los Angeles, USA.

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)0.002
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.191
Threshold uncertainty score0.620

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.201
GPT teacher head0.531
Teacher spread0.330 · 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