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Record W7000420135

AN EXPLORATION OF SCHOOL LEADERSHIP IN PRIVATE INTERNATIONAL SCHOOLS IN KUWAIT: NAVIGATING COMPLEXITY, DIVERSITY AND MARKET INFLUENCES

2021· dissertation· W7000420135 on OpenAlexaboutno aff

Bibliographic record

VenueTSpace · 2021
Typedissertation
Language
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsnot available
Fundersnot available
KeywordsEducational leadershipDiversity (politics)BureaucracyPrivate sectorInternational educationQualitative researchLeadership developmentInstructional leadershipLeadership studies
DOInot available

Abstract

fetched live from OpenAlex

AN EXPLORATION OF SCHOOL LEADERSHIP IN PRIVATE INTERNATIONAL SCHOOLS IN KUWAIT: NAVIGATING COMPLEXITY, DIVERSITY AND MARKET INFLUENCES Doctor of Education 2021 Mary Ellen Kelly Leadership, Higher and Adult Education University of Toronto Abstract The rapid and global growth of the private international school sector has raised demand for qualified school administrators to lead schools in that sector. Many school administrators hired into private international schools enter from national public school systems in other countries. The purpose of this qualitative study was to gather data on the experiences of school leaders working in private international schools in Kuwait. It probed ways those leaders transitioned from their original national education systems to teaching and leadership positions in the private international sector. Semi- structured interviews were conducted with 17 international school leaders (Vice Principals, Principals, School Heads and Superintendent) of private, international schools in Kuwait. These interviews explored how their previous experiences informed their transitions and the challenges they faced when navigating their leadership roles, and their strategic adaptations and sensemaking. Three key challenges for leaders emerged in the interviews: (1) the need to navigate highly ambiguous and uncertain roles; (2) being governed by new bureaucratic and institutional norms in highly transient and transnational spaces; and (3) reconciling their roles as educators with new marketing and business dictates. These challenges echo findings from other studies of leadership in international schools. This dissertation ends with suggestions for further research on the development of support and training for school leaders who transition into private international schools.

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)0.003
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.058
Threshold uncertainty score0.116

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0260.012
Scholarly communication0.0080.004
Open science0.0010.007
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0040.000

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 head0.250
GPT teacher head0.446
Teacher spread0.196 · 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 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
Published2021
Admission routes1
Has abstractyes

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