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Record W2564510065 · doi:10.1111/jppi.12188

Quality of Life Among Families of Children With Intellectual Disabilities: A Slovene Study

2016· article· en· W2564510065 on OpenAlexaff
Jan Schmidt, Majda Schmidt, Ivan Brown

Bibliographic record

VenueJournal of Policy and Practice in Intellectual Disabilities · 2016
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsBrock University
Fundersnot available
KeywordsPsychologyIntellectual disabilityAutismQuality of life (healthcare)Developmental psychologySample (material)Educational attainmentFamily lifeQualitative propertyClinical psychologyPsychiatry

Abstract

fetched live from OpenAlex

Abstract The main goal of the study was to provide and contrast data on quality of life for families in Slovenia that have children with intellectual disabilities and developmental disabilities (IDD) and families that have children with intellectual disabilities and autism spectrum disorders (ASD). The sample comprised 25 families with children with IDD and 19 families with children with ASD selected from schools in several villages in Slovenia. The data were collected using the FQOLS‐2006. The data analysis exploring the relationship between the two study groups (IDD and ASD) using the six measurement dimensions (Importance, Attainment, Satisfaction, Opportunities, Initiative, Stability) showed the mean ratings for all six measurement dimensions were higher for the IDD group than for the ASD group, although both groups rated Importance quite highly. Within the nine domains examined, there were some differences between the two groups. For the two main outcome measures, Attainment and Satisfaction, the scores for Satisfaction were consistently higher for the IDD group than for the ASD group. A combination of qualitative and quantitative data revealed that two of the nine domains, Family Relationships and Community Interaction, appear to contribute positively to family quality of life for both groups in this sample, while family life relating to the other seven domains requires remediation. Data from this family quality of life study provides evidence to suggest to policy makers and service providers that there might be a substantial amount of work to be done in the future to provide appropriate and efficient support for families with children with disabilities, especially for those with ASD, so that these families can lead lives of quality.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.076
Threshold uncertainty score0.151

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.002
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0000.001
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 head0.085
GPT teacher head0.416
Teacher spread0.331 · 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 source (direct Gemma or distilled Codex), 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

Citations26
Published2016
Admission routes1
Has abstractyes

Explore more

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