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Record W4291633514 · doi:10.1108/edi-02-2021-0054

The state of diversity among leadership roles within Canada's largest arts and cultural institutions

2022· article· en· W4291633514 on OpenAlexaffabout
Charlie Wall-Andrews, Rochelle Wijesingha, Wendy Cukier, Owais Lightwala

Bibliographic record

VenueEquality Diversity and Inclusion An International Journal · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicGender Diversity and Inequality
Canadian institutionsMcMaster UniversityToronto Metropolitan University
Fundersnot available
KeywordsDiversity (politics)The artsSummitOriginalityCultural diversityValue (mathematics)Status quoPolitical scienceSociologyCultural policyPopulationPublic relationsSocial scienceGeographyLawQualitative research

Abstract

fetched live from OpenAlex

Purpose This paper aims to answer the following research questions: Does the Canadian Arts Summit's membership (i.e. Canada’s largest cultural institutions) reflect Canada's diversity? What is the state of diversity among leadership roles within Canada's largest cultural institutions when viewed through a geographical, gender and racial diversity, and intersectional lens? Design/methodology/approach Employing a geographic, gender, racial diversity and intersectional lens, the authors investigated the largest and most influential arts and cultural organizations in Canada ( n = 125) to examine their leadership diversity. The authors found that there is a disconnect between the diversity of Canada and the leadership representation among the largest arts organizations. The authors rationalize the management implications of a lack of diversity leading Canada's cultural sector. Findings The leadership of major arts organizations in Canada does not reflect the diversity of Canada's population. For example, among 125 Canadian Arts Summit organizations, only 5.7% of CEOs are racialized compared to 94.3% who are White. The findings show similar results for lack of diversity in the Artistic Director and Chair of the Board roles. Originality/value There is limited research using this methodology to investigate leadership diversity, especially in the arts and culture sector. This research can create a benchmark for the sector to improve the status quo. The value of this research aims to encourage policy actors and arts leaders to address diversity and inclusion within their organizations and the communities they aim to serve. This research provides the foundation for future studies exploring leadership diversity and representation in the Canadian arts sector.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Open science
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.161
Threshold uncertainty score0.988

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0470.001
Scholarly communication0.0000.001
Open science0.0010.020
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 head0.219
GPT teacher head0.334
Teacher spread0.115 · 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

Citations12
Published2022
Admission routes2
Has abstractyes

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Same venueEquality Diversity and Inclusion An International JournalSame topicGender Diversity and InequalityFrench-language works237,207