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Residential immersive life skills programs for youth with disabilities: Experiences of parents and shifts in parenting approaches

2019· article· en· W2986967403 on OpenAlexafffundabout
Celeste Duff, Gillian King, Amy C. McPherson, Shauna Kingsnorth, Alanna E. F. Rudzik

Bibliographic record

VenueJournal of Adolescence · 2019
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsPublic Health OntarioToronto Rehabilitation InstituteUniversity of TorontoHolland Bloorview Kids Rehabilitation Hospital
FundersSocial Sciences and Humanities Research Council of CanadaCanadian Institutes of Health ResearchHolland Bloorview Kids Rehabilitation Hospital Foundation
KeywordsPsychologyDevelopmental psychologyAnticipation (artificial intelligence)Positive Youth DevelopmentQualitative researchParenting skills

Abstract

fetched live from OpenAlex

INTRODUCTION: Residential immersive life skills (RILS) programs are designed for youth with disabilities and facilitate the development of adaptive behaviors for life skills required to navigate adulthood. This study explored parents' experiences of the RILS program journey, shifts in parenting approaches, and the implications of those shifts. METHODS: This study draws on twenty-three qualitative interviews that were conducted with nine parents of youth who attended RILS programs in Ontario, Canada. Three rounds of interviews were conducted at three different time points: Pre-program, 3 months post-program, and 12 months post-program. Data were analyzed using a constructivist grounded theory approach. RESULTS: The interviews captured parents' experiences of the RILS program journey and how their parenting changed as a result. Three overarching themes emerged: (1) Anticipation of RILS programs served as a catalyst for experiencing positive and negative tensions in parenting; (2) Parenting shifted following RILS programs; and (3) Where parenting shifts were limited, challenges for youth arose and reduced youth future growth. CONCLUSION: Parenting approaches can shift as a result of youth attending RILS programs. These shifts can create complex and challenging implications for parents as they seek to further encourage youths' development. This study offers an understanding of the implications of parenting during youths' developmental transition of adolescence to adulthood, and offers recommendations to further support parents in sustaining youth development of life skills during this developmental transition.

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 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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.505
Threshold uncertainty score0.360

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.071
GPT teacher head0.328
Teacher spread0.257 · 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 teacher head, 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

Citations8
Published2019
Admission routes3
Has abstractyes

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