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Record W4414586647 · doi:10.1111/jir.70042

Personal, Social and Vocational Outcomes of Inclusive University for People With Intellectual Disability

2025· article· en· W4414586647 on OpenAlexaboutno aff
Mary-Ann O’Donovan, Nikki Wedgwood, Greta Westermann, Fiona Rillotta, Tess Aitken

Bibliographic record

VenueJournal of Intellectual Disability Research · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicDisability Education and Employment
Canadian institutionsnot available
FundersUniversity of SydneyDepartment of Social Services, Australian GovernmentAustralian Government
KeywordsIntellectual disabilityInclusion (mineral)Medical model of disabilityVocational educationIntellectual abilityVocational rehabilitation

Abstract

fetched live from OpenAlex

BACKGROUND: Though people with intellectual disability have historically been excluded from university education, over the past three decades programmes facilitating the inclusion of people with intellectual disability in higher education, including university, have been developed in some jurisdictions such as the United States, Canada, Ireland, Europe and Australia. There is limited examination of the full range of potential outcomes for students with intellectual disability participating in such programmes. Such research rarely explores barriers and facilitators in relation to particular programme models and the achievement of the potential outcomes. The current study set out to examine the range of outcomes associated with inclusive university programmes, with a particular focus on autonomy, self-confidence, inclusion and employment. METHOD: For this scoping review, six academic databases were searched using broad search terms. Forty-five studies meeting our inclusion criteria were subjected to quality assessment to ensure only high-quality evidence informed data analysis. Twenty-two studies were included in the final review, from which data were extracted to answer our research question. RESULTS: Students were reported to achieve outcomes related to employment, confidence, autonomy and social skills. Factors reported as either facilitating or impeding positive personal, vocational and/or socio-emotional outcomes for students with intellectual disability participating in inclusive university programmes included accessibility, expectations, supports, attitudes and acceptance, pedagogy and programme design. CONCLUSIONS: Programmes that provide individualised support for the inclusion of people with intellectual disability in university life led to primarily positive outcomes for people with intellectual disability. We argue that a whole-of-university approach to supporting full and genuine inclusion of students with intellectual disability is needed and we provide recommendations for research and practice.

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)0.005
metaresearch head score (Gemma)0.023
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.221
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.023
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.006
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.094
GPT teacher head0.444
Teacher spread0.350 · 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.

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

Citations2
Published2025
Admission routes1
Has abstractyes

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