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Record W6941000310 · doi:10.11575/prism/40504

Leadership Practices of Founding School Leaders in Canadian Private Schools

2022· other· en· W6941000310 on OpenAlexaboutno aff

Bibliographic record

VenuePRISM (University of Calgary) · 2022
Typeother
Languageen
FieldAgricultural and Biological Sciences
TopicMycorrhizal Fungi and Plant Interactions
Canadian institutionsnot available
Fundersnot available
KeywordsMindsetEducational leadershipLeadership styleServant leadershipPrivate schoolShared leadershipInstructional leadershipLeadership

Abstract

fetched live from OpenAlex

In Canada, and around the world, in recent years there has been a proliferation in school choice. School choice includes options for K-12 students that include public, Catholic, charter, private schools, home schooling, and online schools. Without exception, leadership in all types of schools plays a critical role in the success, or failure, of the institution. When private schools close, students are required to move to another school and this may have a negative overall impact on their learning and educational experience. This study focused on founding school leaders’ leadership practices as the schools progressed from start-up to sustainability. The researcher utilized a multiple site case study analysis of four founding private school leaders who helped lead their schools and achieve sustainability. Semi-structured interviews and artifact analysis were used to determine common leadership practices that contributed to school sustainability. Specifically, the founding school leaders in this study discussed practices, such as: setting direction, building relationships and developing people, developing the organization to support desired practices, and improving the instructional programs. Furthermore, the founding school leaders reflected on their perceived ability to adapt their leadership style as was required, generally moving from visionary leadership to servant and then to distributed leadership. Finally, leaders in this study reported an adherence to a systems thinking orientation and a growth mindset that allowed them to provide the leadership required throughout the process of starting a private school.

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)0.005
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 score0.101
Threshold uncertainty score0.293

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0170.004
Scholarly communication0.0040.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.042
GPT teacher head0.223
Teacher spread0.181 · 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
Published2022
Admission routes1
Has abstractyes

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