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Record W2297509602 · doi:10.1111/jppi.12138

Home Sharing and People With Intellectual Disabilities: A Qualitative Exploration

2015· article· en· W2297509602 on OpenAlexaffabout
Rachelle Hole, Carole A. Robinson, Tim Stainton, Sara Lige, Cameron Crawford

Bibliographic record

VenueJournal of Policy and Practice in Intellectual Disabilities · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicHealthcare innovation and challenges
Canadian institutionsYork UniversityUniversity of British Columbia, Okanagan CampusUniversity of British Columbia
Fundersnot available
KeywordsQualitative researchIntellectual disabilityIndependence (probability theory)PsychologyInclusion (mineral)Qualitative propertyGroup homeSustainabilityPublic relationsSocial psychologyBusinessSociologyPolitical science

Abstract

fetched live from OpenAlex

Abstract Home sharing is a fast‐growing residential option in British Columbia (BC), Canada; yet little empirical research exists specific to home sharing. In BC, home sharing is defined as a living situation when one or more adults with an intellectual disability share a home with another person or unrelated family who is paid to provide residential and, at times, additional support as needed. The authors report the findings of a qualitative study exploring home sharing and the factors that contribute to quality home sharing. Guided by interpretive description, a qualitative method, individual interviews exploring participants’ experiences of home sharing were conducted with 68 individuals (22 individuals with ID, 33 home share providers, and 13 family members). Constant comparison was used to analyze the data. Key factors to perceived instances of successful home sharing included (1) finding a good match between the individual with ID and the provider, (2) engaging in proactive planning, (3) ensuring effective supports to maintain the sustainability of the home share that promotes balancing the independence of and support for the individual, and (4) being attuned to the relational dynamics among all stakeholders. The findings have implications for implementing policies and practices pertaining home sharing. The authors conclude that emphasis should be put on flexible and appropriate residential supports that address the person's changing needs where the home share relationship facilitates the individual's healthy lifestyle, well‐being, independence, valued social roles, and social inclusion. Additionally, a clearly articulated system of monitoring to ensure safety should be part of all home share arrangements subject to the wishes of the individual with ID.

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)0.011
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.032
Threshold uncertainty score0.066

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.010
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0130.013
Scholarly communication0.0050.004
Open science0.0030.009
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0040.000

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 head0.241
GPT teacher head0.476
Teacher spread0.235 · 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 designQualitative
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

Citations9
Published2015
Admission routes2
Has abstractyes

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