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Record W7133038973

At the Intersection of Policy and Practice: A Principal's Perspective on New Teacher Support Under the New Teacher Induction Program in Public K-12 Schools in Ontario

2024· dissertation· W7133038973 on OpenAlexaboutno aff
Harmen Cornelis Wieske

Bibliographic record

VenueTSpace · 2024
Typedissertation
Language
FieldSocial Sciences
TopicTeacher Education and Leadership Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMentorshipPerspective (graphical)Focus groupFaculty developmentTeacher inductionQualitative researchProfessional developmentVariety (cybernetics)
DOInot available

Abstract

fetched live from OpenAlex

Teacher retention stands out as a significant challenge for school leaders and policy makers globally. Principals are considered a vital link in addressing the pressing issue of teacher turnover because supporting new teachers is part of their task. The Ontario government, together with the Ontario College of Teachers, address the issue of new teacher support through a new teacher support policy, known since 2006 as the Ontario New Teacher Induction Program (NTIP). However, teacher turnover remains a pressing issue in Ontario schools today. This qualitative study sought to investigate how principals perceive their role in supporting new teachers within the NTIP framework. Ten principals from a variety of schools in Ontario were interviewed about how they perceive new teacher support under the NTIP policy. From an initial focus on random principals throughout Ontario schools, the research turned its focus on principals within one school board, to confirm a specific pattern of effective support. The findings underscore the pivotal role of board-level support in the successful implementation of NTIP. Participants from this particular school board highlighted the school boards' crucial function in facilitating effective mentorship programs, addressing challenges identified in recent research on mentorship program efficacy. The findings also illuminated principals' leadership styles within the NTIP framework, and emphasized the necessity of comprehensive initial teacher preparation, particularly in areas like classroom management and assessment, and ongoing professional development for principals to enhance the effectiveness of NTIP.

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)0.008
metaresearch head score (Gemma)0.010
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 score0.142
Threshold uncertainty score0.995

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.010
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0340.024
Scholarly communication0.0120.004
Open science0.0020.006
Research integrity0.0030.005
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 head0.199
GPT teacher head0.505
Teacher spread0.306 · 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
Published2024
Admission routes1
Has abstractyes

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