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Record W2564388950 · doi:10.1111/jppi.12208

Social and Cultural Considerations in Family Quality of Life: Jewish and Arab Israeli Families' Child‐Raising Experiences

2016· article· en· W2564388950 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of Policy and Practice in Intellectual Disabilities · 2016
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsBrock University
Fundersnot available
KeywordsJudaismPoliticsConstruct (python library)Quality of life (healthcare)Family lifePsychologyService delivery frameworkDevelopmental psychologyPolitical scienceSociologyGender studiesService (business)GeographyLaw

Abstract

fetched live from OpenAlex

Abstract This paper compares the family quality of life (FQOL) of families with a child with disability in Jewish and Arab communities in Israel. 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. One hundred fifty‐eight Jewish and 105 Arab Israeli caregivers of children with disabilities responded to the Family Quality of Life Survey (FQOLS‐2006), 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. It is important for policy and practice to consider the social/political status of families and to consider the possible impact this has 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.

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)0.002
metaresearch head score (Gemma)0.169
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.167
Threshold uncertainty score0.861

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.169
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.002
Scholarly communication0.0000.001
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 head0.195
GPT teacher head0.475
Teacher spread0.280 · 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