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Record W4404929739 · doi:10.30857/2415-3206.2024.1.3

EXPERIENCE OF THE WORLD’S LEADING COUNTRIES IN THE CONTEXT OF SUSTAINABLE DEVELOPMENT OF HIGHER EDUCATION INSTITUTIONS

2024· article· en· W4404929739 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

VenueManagement · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicHigher Education Governance and Development
Canadian institutionsnot available
Fundersnot available
KeywordsContext (archaeology)Sustainable developmentEconomic growthPolitical scienceDevelopment economicsGeographyEconomics

Abstract

fetched live from OpenAlex

THE PURPOSE OF THE ARTICLE is to study the experience of the world’s leading countries in the field of sustainable development of higher education institutions in order to identify best practices and opportunities for their implementation in Ukrainian higher education institutions. RESEARCH METHODS. The following methods were used in the study: literature analysis (analysis of global practices, policies and strategies for sustainable development in higher education institutions); comparative analysis (identification of differences and commonalities in approaches to sustainable development in different countries); case studies (in-depth study of specific cases of successful implementation of sustainable development in higher education institutions); expert assessments (obtaining assessments and opinions of experts in the field of sustainable development and education); content analysis (analysis of the content of documents, reports, strategies, publications of universities and other institutions). PRESENTING MAIN MATERIAL. The concept of sustainable development is an integral part of the development strategy of both different sectors of the economy and education. The current challenge for higher education institutions is not only to provide quality knowledge, but also to ensure their own sustainability in the financial, social and environmental vectors. The world’s leading countries have developed unique approaches to implementing sustainable development in their universities, including the integration of sustainable development principles into educational programs and effective resource management. Countries with developed higher education systems are actively implementing sustainability initiatives, including energy efficiency of buildings, use of renewable energy sources, reduction of air emissions, innovations in educational processes, such as the use of technology to improve the quality of education, distance learning and e-administration. Sustainable development of a higher education institution involves the integration of three aspects (economic, social, and environmental) into the management and development of the institution. Sustainable development in education is focused on the “triangle of sustainable development”, which forms the basis for strategies to ensure the long-term sustainability of higher education institutions and promote the creation of conditions for the development of modern knowledge and competencies. The experience of leading countries in the field of sustainable development of higher education institutions was analyzed: The European Union, the United States of America, Australia, Norway, Sweden, Finland, Japan, Canada, and Australia. As part of the adaptation and further implementation of international experience in sustainable development of higher education institutions in Ukraine, the following conditions need to be met: diversify funding sources through cooperation with the private sector and international organizations; start introducing green technologies on campuses to reduce energy consumption and environmental impact; integrate the principles of sustainable development into educational programs to train specialists capable of promoting sustainable development in various sectors of the economy; adhere to the principles of social inclusiveness and sustainability. CONCLUSIONS. The experience of the world’s leading countries demonstrates the importance of a comprehensive approach to ensuring the sustainable development of higher education institutions. Economic sustainability, social inclusiveness, and environmental responsibility are integral elements of this process. Ukrainian higher education institutions can use the best international practices to formulate their own sustainability strategies: to strengthen the importance of integrating sustainable development; to use innovative approaches in education; to strengthen international cooperation and exchange of experience, which will allow for more effective adaptation of global sustainability standards to local conditions; to increase financial and political support through government grants, research programs and partnerships with private companies, which stimulates the implementation of sustainable solutions; to increase the globalization of processes that manifest themselves in the In general, the experience of leading countries in the context of sustainable development of higher education institutions serves as an important benchmark for other countries seeking to achieve a sustainable future through education and research. KEYWORDS: higher education institutions; sustainable development; leading countries of the world; implementation; quality of education; development strategy; concept; higher education; universities; sustainable development initiatives; innovations; green technologies; sustainable development triangle.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.823
Threshold uncertainty score0.165

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
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 head0.026
GPT teacher head0.349
Teacher spread0.323 · 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