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Record W4393161614 · doi:10.29329/jirte.2024.650.4

A comparative analysis of educational administration doctoral programs in the international context: Examples from Türkiye and Canada

2024· article· en· W4393161614 on OpenAlexaboutno aff
Can Sakar

Bibliographic record

VenueJournal of Innovative Research in Teacher Education · 2024
Typearticle
Languageen
FieldArts and Humanities
TopicEducation Practices and Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsTurkishLibrary scienceRanking (information retrieval)Context (archaeology)Administration (probate law)Descriptive statisticsSample (material)Academic yearPolitical scienceMedical educationSociologyGeographyComputer scienceMedicineStatistics

Abstract

fetched live from OpenAlex

This study aims to compare the structural features and program contents of educational administration doctoral programs in Türkiye and Canada, both of which are ranked among the top 1000 universities in the 2023 Academic Ranking of World Universities (ARWU) list. This study is an example of comparative educational research as it aims to identify, compare, and analyze similar and different characteristics of the selected doctoral programs in Canada and Türkiye. The study sample consists of six universities, three from Türkiye (n=3) and three from Canada (n=3), selected by the stratified purposeful sampling method and positioned at different points in the ARWU ranking system. Therefore, the University of Toronto, the University of Alberta, and the University of Saskatchewan from Canada; and Hacettepe University, Ankara University, and Ege University from Türkiye, formed the study sample. The data was collected through the document analysis method and analyzed using the descriptive analysis method. Firstly, online information and documents were obtained from the official websites and graduate admission units of the doctoral programs at the selected universities. Secondly, the selected doctoral programs in Türkiye and Canada were analyzed by comparing their admission requirements, degree requirements, and offered academic courses. The results revealed similarities and important differences between the selected doctoral programs in the two countries. Considering educational administration doctoral programs at the top-ranked Canadian universities, this study suggests potential innovations that could be implemented to establish successful and outstanding educational administration doctoral programs in Turkish universities.

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 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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.542
Threshold uncertainty score0.801

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.362
GPT teacher head0.472
Teacher spread0.110 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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