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Record W3194321143

Barriers to Success in Postsecondary Studies for Students With Disabilities: An Analysis of Current Policies and Practices

2020· article· en· W3194321143 on OpenAlexaboutno aff
Cyndi Carroll

Bibliographic record

VenueBrock University Digital Repository (Brock University) · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicDisability Education and Employment
Canadian institutionsnot available
Fundersnot available
KeywordsPostsecondary educationCurrent (fluid)Medical educationPsychologyHigher educationPedagogyMathematics educationBusinessEconomic growthMedicineEconomicsEngineering
DOInot available

Abstract

fetched live from OpenAlex

Students with disabilities who wish to pursue education at the postsecondary level are impacted by various factors, including: differences between practices and policies at the secondary and postsecondary level, transition supports, and available accommodations. A comprehensive literature review was conducted in order to determine current barriers and effective supports in place for students with disabilities transitioning to postsecondary education. It was found that, in Ontario, students with a disability are nearly 24% less likely to attend university when compared to students without a disability, and those who do attend are more likely to attend college (Brown & Parekh, 2010; Finnie et al., 2011). Students with learning disabilities and ADHD report being unprepared and overwhelmed by the increase in responsibility and the workload, miss academic support from their parents, and experience more problems academically (Arscott, 2013; Tsagris & Muirhead, 2012). Currently, there are transition programs which have been identified as supportive by students with disabilities; however, these programs are not consistently delivered across the province. This study compared Ontario Ministry of Education (OME) documents and policies around supporting students with disabilities, the funding available, and the supports available between elementary/secondary and postsecondary education. The study focused on the transition supports for students with disabilities as well as the effectiveness of the programs available. Students with disabilities need support to develop academic coping strategies in order to meet the academic demands of postsecondary education, and, as stated by the OME (2013a), it is crucial for schools in Ontario to provide opportunities and support for all students to make a successful transition to postsecondary education.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.890
Threshold uncertainty score0.800

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.002
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 head0.049
GPT teacher head0.349
Teacher spread0.300 · 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
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueBrock University Digital Repository (Brock University)Same topicDisability Education and EmploymentFrench-language works237,207