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Accessibility in Teaching Assistant Training: A Critical Review of Programming from Ontario’s Teaching and Learning Centres

2015· review· en· W623336955 on OpenAlexvenueaboutno aff
Marie Vander Kloet

Bibliographic record

VenueThe Canadian Journal for the Scholarship of Teaching and Learning · 2015
Typereview
Languageen
FieldSocial Sciences
TopicDisability Education and Employment
Canadian institutionsnot available
Fundersnot available
KeywordsSociologyPedagogySuspectLibrary sciencePolitical sciencePublic relationsComputer science

Abstract

fetched live from OpenAlex

It is increasingly understood that university education must be accessible to persons with disabilities. The responsibility to make the university accessible is arguably shared by all of us and yet, the extent to which it has become fully accessible is certainly suspect. By undertaking qualitative, discursive analysis of websites, online texts and other materials provided by Ontario’s teaching and learning centres, this paper seeks to do two things. First, it provides a critical overview of the types of training currently available at Ontario universities for teaching assistants on accessibility and teaching. This review will outline initiatives directed towards compliance with Accessibility for Ontarians with Disabilities Act (AODA) requirements, those focused on education and advocacy (as well as areas of overlap) and broader equity training which encompasses accessibility. Second, this paper, considering the content of the reviewed material and informed by critical disability studies, offers up an articulation of future directions for research, writing, advocacy, and training on teaching assistant development on accessible teaching. Il est de plus en plus accepté que l’éducation universitaire doit être accessible aux personnes handicapées. Certes, la responsabilité de rendre l’université accessible est partagée par tous et pourtant, la mesure dans laquelle celle-ci est devenue totalement accessible est sans nul doute suspecte. Après avoir entrepris des analyses qualitatives et discursives de sites web, de textes en ligne et d’autres documents fournis par des centres d’enseignement et d’apprentissage de l’Ontario, on cherche dans cet article à accomplir deux choses. Tout d’abord, l’article présente un aperçu critique des types de formation disponibles à l’heure actuelle dans les universités de l’Ontario à l’intention des enseignants auxiliaires sur l’accessibilité et l’enseignement. Cet examen va décrire les initiatives mises en place en vue de répondre aux exigences de la Loi sur l’accessibilité pour les Ontariens handicapés, ainsi que celles qui se concentrent sur l’éducation et la promotion des intérêts (et sur des domaines qui se chevauchent) et celles qui se rapportent à une formation plus vaste sur l’équité qui englobe l’accessibilité. Ensuite, prenant en considération le contenu des documents examinés et des études critiques sur la situation des personnes handicapées, l’article offre des propositions de directions futures pour la recherche, la rédaction, la promotion des intérêts et la formation en vue du développement professionnel des enseignants auxiliaires en matière d’enseignement accessible.

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)0.076
metaresearch head score (Gemma)0.064
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies, Research integrity
Consensus categoriesMetaresearch
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.917
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0760.064
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0070.001
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.013
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 head0.220
GPT teacher head0.453
Teacher spread0.233 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreReview

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

Citations13
Published2015
Admission routes2
Has abstractyes

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