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Record W2087181165

Mothers’ Perception of Family and School life When their Children have a Chronic Condition

2012· article· en· W2087181165 on OpenAlexvenueno aff
Amanda F. Hopkins, Agatha M. Gallo

Bibliographic record

VenueInternational Journal of Clinical Pediatrics · 2012
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsnot available
Fundersnot available
KeywordsPerceptionContext (archaeology)Qualitative researchMedicineChronic conditionFamily lifeDevelopmental psychologyChronic diseasePsychologyFamily medicineDisease
DOInot available

Abstract

fetched live from OpenAlex

Background: It has long been recognized that family and school are important influences on the growth and development of a child with a chronic condition. Despite this growing consensus, few investigators have looked at this relationship. Guided by the Family Management Style Framework (FMSF), the purpose of this qualitative study was to describe the perceptions of mothers of children with chronic conditions about family and school life. Methods: This study was a secondary analysis of data gathered from 41 mothers who were interviewed for a larger study on families who have a child with a chronic condition. A constant comparative method was utilized for analyzing verbatim audio recorded interview transcripts. Results: The three themes identified were: view of child, family illness management and school. Four parameters described the view of child: the child’s current physical health, the child’s adjustment to the condition, the child’s participation in self-care activities, and the outlook on the child’s future. For family illness management, mothers described a variety of specific strategies and behaviors used by the family to manage the child’s condition in the context of the home. The school theme focused on communication between mothers and the school system, resources provided to the child’s school, specific parental concerns regarding their children and school, and confidence in the school personnel. Conclusions: Results described the mothers’ perceptions of school life and showed that this is the first step in understanding how to assist these families in managing the care of the child with a chronic condition in the school setting. doi: http://dx.doi.org/10.4021/ijcp54w

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)0.002
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.025
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
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 integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.101
GPT teacher head0.460
Teacher spread0.358 · 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.

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

Citations2
Published2012
Admission routes1
Has abstractyes

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