School Principals’ Standards and Expectations inThree Educational Contexts
Bibliographic record
Abstract
This study presents a comparative document analysis of expectations for principals within principal preparation programs in the counties of Sweden, the province of Ontario, Canada, and the State of Texas, USA. Dimmock and Walker’s (2005) Cross-cultural Comparative Framework for Studying Educational Leadership was utilized to examine and compare these expectations within principal preparation policies. We determined that while the framework was a suitable starting point for analyzing cultural differences among these three jurisdictions, some of the framework categories were not suitable for a document analysis. We propose, nevertheless, that the framework can be employed not just to analyze principals’ practices, but also to explore policies that constrain practice. Résumé Cette étude présente une analyse comparée de document des attentes concernant les directeurs d’écoles dans les programmes de préparation de chefs d’établissement dans les comtés de la Suède, dans la province d’Ontario, au Canada, et dans l’état du Texas, aux États-Unis. Le Cadre Cross-Culturel et Comparatif pour l’Étude du Leadership Éducationnel conçu par Dimmock et Walker (2005) a été utilisé pour examiner et comparer ces attentes inclues dans les politiques de préparation des directeurs d’éco le. Nous avons déterminé que, tandis que le cadre ait été un point de départ approprié pour l’analyse des différences culturelles entre ces trois juridictions, certaines catégories dudit cadre n’étaient pas adaptées pour une analyse de document. Néanmoins, nous propo sons que le cadre puisse être utilisé non seulement pour analyser les pratiques des directeurs d’école, mais également pour explorer les politiques qui entravent la pratique.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.019 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.005 | 0.003 |
| Scholarly communication | 0.009 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".