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Record W2603259422 · doi:10.1108/ijem-10-2016-0228

Ontario school principals and diversity: are they prepared to lead for equity?

2017· article· en· W2603259422 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueInternational Journal of Educational Management · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicTeacher Education and Leadership Studies
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsDiversity (politics)Public relationsContext (archaeology)PedagogyEquity (law)ImmigrationSociologyPolitical scienceCultural diversityGeography

Abstract

fetched live from OpenAlex

Purpose Ontario is the most ethnically diverse province in Canada. School educators cannot disregard the reality of diversity in all its senses. The question that directs the focus of this paper is: to what extent are leaders in Ontario formally prepared to lead schools that support the students of today? The paper aims to discuss this issue. Design/methodology/approach This paper results from a document analysis of publicly available documents to investigate the current context in Ontario, Canada regarding the educational and social situation of new immigrants, immigration, refugees, and ethno-culturally diverse students. It includes an exploration of the training and information available for principals and vice principals in Ontario to support them in leading schools which serve increasingly diverse student bodies. This paper is also informed by interviews with 59 educational leaders from Ontario and the USA. Interviews centred around their experiences engaging in practices to support their diverse student populations. Findings Results of the data analysis regarding the supports and training available to assist educational leaders in supporting the learning needs of diverse student populations demonstrate a serious lack of support. Very few actual resources exist for leaders, and most of those that do exist are connected to agencies outside of the education system, such as Settlement services. Research limitations/implications Recent research investigating the relationship between identities and educational experience and teaching points to the importance of in-depth and targeted approaches to teacher preparation, and leadership preparation to help provide teachers and leaders with the knowledge, dispositions, and skills required to support all students in their academic and social development (Cochran Smith et al. , 2009). This study confirms such findings. Given the current situation in Ontario and much of North America, there is a great need for leadership preparation programming, and school-level resources that provide educational leaders with the knowledge and skills to support all students in their academic and social development, but also in helping educational leaders to understand and address the systemic nature and forms of discrimination which their students face daily. Practical implications With very few school boards requiring leaders to have a Masters’ degree in Education, and none having stipulations regarding course content. This leaves educational leaders unprepared to deal with the reality of their situations, leading to the perpetuation of inequities in Ontario schools. Originality/value Although sparse, previous research into the state of support and preparation for administrators and educators with regard to diverse student populations in Ontario revealed that little to no preparation or support exists (see e.g. Price, 2002). This study helps to fill that gap in existing research.

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 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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.650
Threshold uncertainty score0.986

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.259
GPT teacher head0.486
Teacher spread0.227 · 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