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Record W4293067964 · doi:10.18061/dsq.v42i1.8062

Politicizing self-advocacy: Disabled students navigating ableist expectations in postsecondary education

2022· article· en· W4293067964 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueDisability Studies Quarterly · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicDisability Education and Employment
Canadian institutionsMcMaster University
Fundersnot available
KeywordsAbleismSelf-advocacyVisionNegotiationResistance (ecology)Public relationsDisability studiesPerceptionPsychologyPedagogyPolitical scienceSociologyGender studiesLaw

Abstract

fetched live from OpenAlex

The student self-advocacy literature commonly claims that although self-advocacy is a vital skill that disabled students require to succeed in postsecondary education, many of these students experience a significant ‘skills-deficit’ in this area. This paper seeks to intervene in this literature by proposing opportunities to ‘politicize’ self-advocacy and move away from its individual, deficit-focused approach. To do so, the paper reports findings from a qualitative study at a research-intensive Canadian university. Interviews with 11 disabled students revealed a perception that there is an institutionally endorsed ‘right way’ to self-advocate that included expectations to: (1) register for formal accommodations; (2) embody visible/physical disability; (3) perform less disabled; and (4) make others comfortable. Rooted in ableism, these harmful expectations adopt misconceptions of disability as predictable and visible, and burden students with demands that they make their self-advocacy convenient for those to whom they are self-advocating. As a form of resistance to these ableist expectations, students described their own ‘better way’ of negotiating self-advocacy and disability on campus. This ‘better way’ offers opportunities for ‘politicizing’ self-advocacy by recognizing ableism and the harms of the self-advocacy model, affirming disabled student knowledge and community, and enacting their visions for institutional change. Vital to this politicization is a move away from staff and nondisabled-led initiatives like self-advocacy training to address a perceived skills-deficit in individual students. Politicizing self-advocacy moves instead towards disabled students as full partners in conducting research and informing student services and staff training based on their collective lived expertise and strategic practices.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.311
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.029
GPT teacher head0.408
Teacher spread0.379 · 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