Comparative analysis of application of the teacher professional standard in countries with high indicators of education quality
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.
Bibliographic record
Abstract
This article presents the results of a study of teachers' professional standards in countries that consistently perform well according to PISA results, including China (Shanghai), Singapore, Canada (Ontario), Finland, England, and New Zealand. In order to find an answer to the question of what makes professional standards a development instrument of teachers' professional skills, practices of design, implementation, and development of teachers' professional standards were studied. The study included an analysis, comparison, and identification of common and unique features of professional standards for teachers in the leading countries, as well as methodological materials, recommendations, and documents publicly available on the websites of ministries (departments) of education and higher education institutions of the countries studied. Analytical reports, reports, newsletters and methodological materials published by international organizations on professional standards in education and professional development of teachers - World Bank, Organization for Economic Cooperation and Development, National Center for Education and Economics, McKinsey & Company, SEAMEO INNOTECH, Research Institute of International and Comparative Education, Economic Forum "Asia-Pacific Economic Cooperation" were reviewed to study the experience of applying professional standards. The study identified characteristic approaches to the development of professional standards, which allow its application as a mechanism for solving the problems of educational policy of the country (territory); increasing the teacher’s status of and the prestige of the profession; teacher’s career and professional growth; formation of a system for evaluating the teacher’s professional development; formation of ethical standards of the profession. The results and conclusions of the study can be the basis for the development of professional standards in education and modeling the system of teacher growth.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it