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Record W7065728377

EQUITY, DIVERSITY, INCLUSION, AND DECOLONIZATION (EDID) INITIATIVES IN THE COLLECTION MANAGEMENT PRACTICES OF CANADIAN UNIVERSITY LIBRARIES: PERFORMATIVE OR ACTION-BASED COMMITMENTS?

2025· article· en· W7065728377 on OpenAlexaboutno aff

Bibliographic record

VenueScholarship@Western (Western University) · 2025
Typearticle
Languageen
FieldEngineering
TopicSilicon and Solar Cell Technologies
Canadian institutionsnot available
Fundersnot available
KeywordsAgency (philosophy)Inclusion (mineral)Performative utteranceStandardizationRepresentation (politics)Data collectionCollection developmentDiversity (politics)
DOInot available

Abstract

fetched live from OpenAlex

Canadian university libraries support the teaching, learning, research and community engagement activities of their parent institutions using collections of information resources in diverse disciplines and formats. Despite the continuous acceptance of digital and print collections and the steady increase in the amount spent on these resources, the representation of equity-deserving groups in Canadian university libraries’ collections remains low. In this doctoral study I investigate how the collection management practices, and Equity, Diversity, Inclusion and Decolonization (EDID) initiatives of Canadian university libraries could address diversity issues and the limited representation of equity-deserving groups in their collections. It uses a qualitative research design involving policy document analysis and qualitative interviews of library staff working on collection management and EDID initiatives. A total of 44 publicly available library policy documents were analyzed, and 18 staff from university libraries across 6 Canadian provinces were recruited for semi-structured interviews. Key findings revealed several EDID initiatives which result in increased representation of equity-deserving groups in collections, removal of harmful and outdated terminologies in subject headings and library catalogues, and improvements in how materials are formatted by publishers and sourced by Canadian university libraries. My study also demonstrates the “double edge” roles of policy documents in sustaining and constraining the inclusion of equity-deserving groups in Canadian university libraries’ collections, evident in policy documents ensuring librarians’ agency and guiding collection decisions as well as lack of standardization and regular updates in these documents. Despite some success, participants reported challenges to collection management and EDID initiatives including funding constraints, difficulties in acquiring materials representing equity-deserving groups, limited staff diversity, bibliographic description challenges, accessibility issues, difficulty connecting with user communities, and inadequate institutional support for EDID initiatives. Drawing on participants’ shared experience and my analysis of policy documents, I propose recommendations such as intentional EDID actions, recruiting for diversity and representation, regular updates to policy documents, subject-based funding for collections, international acquisition strategies, regular diversity audits, and moving beyond minimum accessibility requirements, amongst others. The study ends with a call for further research on the impacts of Transformative Agreements and the National Indigenous Knowledge and Language Alliance (NIKLA) Respectful Terminologies Project on the collection management practices and EDID initiatives of Canadian university libraries.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.189
Threshold uncertainty score0.826

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0010.000
Scholarly communication0.0000.002
Open science0.0010.001
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 head0.115
GPT teacher head0.327
Teacher spread0.212 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2025
Admission routes1
Has abstractyes

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