MétaCan
Menu
Back to cohort
Record W1025202209

Muslim Female Students and Their Experiences of Higher Education in Canada

2015· article· en· W1025202209 on OpenAlex
Farzaneh Khosrojerdi

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueScholarship@Western (Western University) · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Islamic Studies
Canadian institutionsnot available
Fundersnot available
KeywordsFeminismGender studiesIntersectionalityEthnic groupSociologyDiasporaIslamTheologyAnthropology
DOInot available

Abstract

fetched live from OpenAlex

Through conducting qualitative case studies on 10 Muslim female students in Canadian universities and drawing on theories of third-wave feminism, post-colonial feminism, and anti-racist feminism, this research explores the experiences of Canadian Muslim female university students. It explores how gender, race, ethnicity, and religion, and their intersection, impact Muslim female students’ identity construction and their overall experiences of higher education in Canada. This research investigates Muslim female students’ perceptions of, and reactions towards, the prevailing stereotypes about Muslim women in Canadian universities. It also explores how Muslim female university students perceive the hijab and wearing it in Canadian universities. The findings of this research indicate the significance of the hijab in the lives of Diasporic Muslim women, and the different meanings that those women identify for the hijab. The findings highlight race, racism, and Othering as prominent issues in Canadian universities. They further reveal the prevalence of a number of negative stereotypes about Muslim women in Canadian universities. These stereotypes homogenize Muslim women and (mis)represent them as oppressed by Islamic patriarchy. The study findings show the heterogeneity of Muslim women’s lives and identities, and emphasize the need for a nuanced analysis of the cultural, political, historical, and geographical contexts in which the practice of veiling is exercised. In addition, Muslim women are identified by the research as active agents who challenge the stereotypes through reifying the best representation of Muslim women and by educating non-Muslims about Islam and Islamic beliefs. Furthermore, the findings demonstrate the challenges associated with negotiating multiple identities amongst Muslim women and the supportive role that Muslim students associations play for Muslim women in maintaining their Islamic identities. The results of this research can have significant implications for policy makers at the higher education level. By informing university authorities and policy makers about the challenges that Muslim women face in Canadian universities, there is potential for improvements in the future.

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.

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 score0.815
Threshold uncertainty score0.919

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
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 head0.141
GPT teacher head0.380
Teacher spread0.239 · 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