Families raising a child with disability – Social and cultural and political considerations: Israeli Jewish and Arab Families
Bibliographic record
Abstract
Social, political, and cultural realities have an effect on all members of society. For families with a child with disability there are additional challenges. Being a minority family with a child with a disability adds to the challenges. This study compares the family quality of life (FQOL) of families with a child with disability in Jewish and Arab communities in Israel. Main caregivers of children with disabilities of 158 Jewish and 105 Arab Israeli responded to the Family Quality of Life Survey, which operationalizes FQOL as a construct of six measurement dimensions in nine core family life domains. Overall, Jewish families in Israel reported higher FQOL than Arab families. Although eight of the nine domains were rated highly for Importance, the main outcome measures Attainment and Satisfaction were rated lower for almost all domains. Some domains contributed to overall differences more than others. The patterns also differed for the Jewish and Arab families. Social/cultural/political status of families are important for policy and practice professionals to consider as having possible impact on the family of a child with a disability. Further research is needed to develop application models for addressing the needs of minority populations in designing programs into the general service delivery system.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.020 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".