MétaCan
Menu
Back to cohort
Record W7103542052

Superintendent Leadership Style:\nA Gendered Discourse Analysis

2007· article· W7103542052 on OpenAlexaboutno aff

Bibliographic record

VenueInsecta mundi · 2007
Typearticle
Language
FieldSocial Sciences
TopicGender Diversity and Inequality
Canadian institutionsnot available
Fundersnot available
KeywordsNegotiationRepresentation (politics)Action (physics)Discourse analysisQualitative researchCritical discourse analysisWarrantQualitative analysis
DOInot available

Abstract

fetched live from OpenAlex

Using a blend of social constructionism, critical feminism, and dialogue theory, the discourse of nine Manitoba superintendents is examined to determine if it illustrates particular gendered assumptions regarding superintendents' leadership style. Qualitative inquiry and analysis methods were utilized to identify emerging themes, or topics of talk. Six topics of talk emerged in the discourse regarding leadership style. Since "talk is a form of social action worthy of study in itself" (Chase, 1995, p. 25), each of these topics was analyzed to illustrate how men and women in the superintendency in Manitoba negotiate a gendered social action when they talk about leadership.\nIntroduction\nDiscussions regarding gender and the superintendency inevitably begin by recognizing the persistence of the disproportionately low representation of women in the superintendency (Brunner, 2004; Glass, Bjork, & Brunner, 2000; Grogan, 2000; Reynolds, 2002; Skrla, 2003; Wallin, 2005). This finding is reflected noticeably in Manitoba, Canada where, during the 2004-2005 school year, only 5 of the 37 public school division chief superintendents were women. Bryant (2004) illustrated this situation by making three points regarding the Manitoba context: (a) since 2001 at the University of Manitoba alone, 66% of the graduates with a Masters in Educational Administration were women; (b) 65% of the teaching staff in Manitoba are women; and (c) 45% of inschool administrators are women. There is no lack of qualified females in the profession to warrant a low representation in the superintendency.

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 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)0.005
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.056
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.004
Science and technology studies0.0020.002
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0080.001

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 head0.256
GPT teacher head0.349
Teacher spread0.093 · 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 teacher head, not a consensus.

Study designObservational
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
Published2007
Admission routes1
Has abstractyes

Explore more

Same venueInsecta mundiSame topicGender Diversity and InequalityFrench-language works237,207