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International Perspectives on Standards and Benchmarking in Teacher Education

2019· reference-entry· en· W2990278833 on OpenAlexaboutno aff
Pranati Panda

Bibliographic record

VenueOxford Research Encyclopedia of Education · 2019
Typereference-entry
Languageen
FieldSocial Sciences
TopicTeacher Education and Leadership Studies
Canadian institutionsnot available
Fundersnot available
KeywordsBenchmarkingTeacher educationQuality (philosophy)Professional developmentContext (archaeology)CornerstoneGlobeProfessionalizationPedagogyPolitical scienceEngineering ethicsPsychologyEngineeringBusiness

Abstract

fetched live from OpenAlex

Abstract Ensuring quality teachers and quality teacher education programmes have been fundamental global concerns over the decades. High quality teachers are critical to the future development of national educational systems and economic vitality. Teachers’ quality and professionalism are closely linked to their professional standards, preparation and development. Teacher education, therefore, plays a central role in preparing quality teacher and also laying foundation for the development of teacher as a professional. Worldwide, professional standards, teacher standards, teaching- leaning standards and teacher education standards are considered instrumental for improving teacher preparation, their quality and professionalism. In this context, it becomes pertinent to deliberate upon the multiple standards frameworks in operation and how these frameworks are informing teacher education programmes for preparing quality teachers. The discourses on standards and benchmarking provide effective platforms for measuring and improving performance, practice, and knowledge of teachers. Standard framework can be considered a diagnostic approach to the delivery of education which evolves through research and practice to generate new knowledge and to maintain an accountable profession. The analysis of teacher standards in both developed and developing countries clearly indicates that standards contribute to the professionalization of teaching and raise the status of the profession. Therefore standards and quality dimensions form the cornerstone for the teacher education policy, planning, and implementation. The ideas, concepts, and constructs for standards and benchmarking in teacher education are derived from comparative perspectives and implications on quality dimension processes. The concepts of standards and benchmarks in teacher education around the globe are interpreted and used in diverse ways. The developed countries of the world have specific or explicit teacher education standard frameworks, as per their country-specific expectations and requirements. Countries such as the United States of America, Australia, Canada, Scotland, and Singapore have exclusive standards frameworks for initial teacher education. Singapore and Finland have recognised the implication of teacher education standards and benchmarking on improving teaching profession. The implementation of standards is considered an important part of the solution to the problem of assessment, accreditation, and maintenance of teacher quality by the United States of America and Australia. Acknowledging the potential of standards to raise teacher quality, the East and South Asian countries are using implicit models by drawing essence from teacher, teaching and learning and professional standards frameworks as guiding reference for teacher education .The comparative analysis of standards frameworks across different countries reveals common features such as professional knowledge, professional competencies, professional skills, and professional conduct. Therefore, it can be argued that teaching learning and professional standards make teacher education programmes accountable to deliver quality and to prepare competent teachers. Though the use of a standards framework is highly acknowledged, it is equally critiqued by many researchers. In order to substantiate the deliberation, the major question of whether standard frameworks are facilitating teacher education or act as a trap can be explored. This question rallies around both the merits and demerits of the multiple use of standards in teacher education. Though explicit and implicit models for teacher education standards are in operation, it is recommended that standard framework should be flexible and dynamic in nature in order to be replicated and adopted by various teacher education programs. Despite the raised criticism, once can argue that standards frameworks are necessary for ensuring teacher education quality. The teacher education framework model necessitates continuous research and innovation support to make it more dynamic and contextual.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.028
metaresearch head score (Gemma)0.030
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.028
Threshold uncertainty score0.150

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0280.030
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0060.016
Science and technology studies0.0050.023
Scholarly communication0.0180.016
Open science0.0020.008
Research integrity0.0070.010
Insufficient payload (model declined to judge)0.0040.001

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 head0.104
GPT teacher head0.469
Teacher spread0.365 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations6
Published2019
Admission routes1
Has abstractyes

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