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Record W7027776712

Distributed Leadership and its Relationship with School Culture

2020· other· en· W7027776712 on OpenAlexaffabout

Bibliographic record

VenueQSpace (Queen's University Library) · 2020
Typeother
Languageen
FieldImmunology and Microbiology
TopicBird parasitology and diseases
Canadian institutionsQueen's University
Fundersnot available
KeywordsDistributed leadershipShared leadershipReciprocalLeadership stylePerceptionOrganizational cultureEducational leadershipQualitative researchCompliance (psychology)
DOInot available

Abstract

fetched live from OpenAlex

Distributed leadership in schools is formed and developed by the interactions that take place between the various informal and formal leaders in schools. Distributed leadership is effective when it is accepted by staff who are motivated to collaborate for the improvement of their school. School culture is important in this regard, as it sets the tone for attitudes, perspectives, dress code, and behaviour of leaders, staff, students and even community. In turn, distributed leadership can also affect the culture through the development and maintenance of norms, traditions, and myths. Thus, a reciprocal relationship between distributed leadership and school culture needs to be examined. \nThe purpose of this project was to explore the perceptions of a school’s administrative and teaching staff regarding the extent at which leadership has been distributed, as well as the perceived relationship between distributed leadership and their school’s culture. A qualitative method was used, and was framed in a case- study format, consisting of seven in-depth, semistructured interviews with open-ended questions conducted with two administrators and five teachers in one elementary school in a faith-based publicly funded school board in Ontario. \nFindings from the administration and staff were analyzed according to the following themes: 1) organizational structures, 2) support and development, 3) collaboration, 4) motivation, 5) challenges, and 6) in/out groups. Data analysis revealed that administrative staff believed that for their model of distributed leadership to function, they were very dependent on whether or not the staff could be motivated to participate and volunteer the time and skills needed. Additionally, the administration seemed to rely more heavily on certain staff than others, creating a situation for in and out-groups at the school. Such in and out-groups at the school were found to have both positive and negative effects. With regard to the teachers, collaboration and \nii \nmotivation were two themes that played the most important role in the implementation and continued development of distributed leadership at Weston Catholic Elementary School [pseudonym]. Additionally, the teachers noted that with distributed leadership there was a greater focus on teacher freedom and their strengths and skills when it came to volunteering or other assigned roles. Finally, the data analysis pointed to a positive and beneficial relationship between distributed leadership and the school’s culture. By creating the distributed leadership model, teachers were provided with a variety of leadership opportunities, which in time, seemed to blossom into more impactful and formalized leadership roles.

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)0.007
metaresearch head score (Gemma)0.017
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.017
Threshold uncertainty score0.037

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.017
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0040.006
Scholarly communication0.0070.002
Open science0.0010.005
Research integrity0.0000.002
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 head0.014
GPT teacher head0.193
Teacher spread0.179 · 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

Citations1
Published2020
Admission routes2
Has abstractyes

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