MétaCan
Menu
Back to cohort

Quality of Life in Higher Education for Individuals with Intellectual Disabilities and Family Perceptions

2024· article· en· W4397022462 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.

venuePublished in a venue whose home country is Canada.
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

VenueJournal of Intellectual Disability - Diagnosis and Treatment · 2024
Typearticle
Languageen
FieldMedicine
TopicAging, Health, and Disability
Canadian institutionsnot available
Fundersnot available
KeywordsIntellectual disabilityPsychologyIntervention (counseling)PerceptionDevelopmental psychologyGeneralizationCognitionInterpersonal communicationQuality of life (healthcare)Interpersonal relationshipIntellectual abilityLearning disabilityInclusion (mineral)Special educationSample (material)Social psychologyPedagogyPsychiatry

Abstract

fetched live from OpenAlex

Background: Intellectual disability is a disorder of intellectual development that, due to its characteristics, involves a series of limitations in cognitive functioning and generalization of learning. These difficulties can evolve with appropriate intervention, which can enhance the quality of life of these people and their families. Objectives: The study seeks to determine the quality of life of people with intellectual disabilities in general and in its different dimensions, taking into account the perception of the person with a disability and that of his/her family. Methods: This study focuses on a specific field: higher education for people with intellectual disabilities. It uses a sample of 19 young people and their 19 corresponding families to determine whether there are significant differences between the two groups, i.e., parents and children. The INICO-FEAPS tool was used to achieve these objectives. Results: The data obtained, and their subsequent analysis have allowed us to detect medium-high levels of quality of life and significant differences between the indices of both groups, highlighting higher scores in the case of families. In addition, self-determination has been revealed as the dimension with the lowest scores, followed by social inclusion and interpersonal relationships. Conclusion: This makes it possible, at the professional level, to focus on these aspects and become aware of the necessary measures to improve intervention in the educational and family environment.

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)0.001
metaresearch head score (Gemma)0.003
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 score0.033
Threshold uncertainty score0.677

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.096
GPT teacher head0.374
Teacher spread0.278 · 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