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Record W2103755979 · doi:10.1111/dmcn.12633

The child and family experience of power mobility: a qualitative synthesis

2014· review· en· W2103755979 on OpenAlexaff
Roslyn Livingstone, Debra A. Field

Bibliographic record

VenueDevelopmental Medicine & Child Neurology · 2014
Typereview
Languageen
FieldMedicine
TopicCerebral Palsy and Movement Disorders
Canadian institutionsUniversity of British ColumbiaSunny Hill Health Centre for Children
Fundersnot available
KeywordsQualitative researchInclusion (mineral)PsychologyPower (physics)Set (abstract data type)Critical appraisalSocial psychologyComputer scienceMedicineSociologyAlternative medicineSocial science

Abstract

fetched live from OpenAlex

AIM: The aim of this study was to critically synthesize qualitative evidence regarding the child and family experience of power mobility, and to examine how this evidence fits with current theoretical concepts. METHOD: Electronic database/hand searches were undertaken in September 2012 and updated in February 2014. The searches were restricted to qualitative studies published in English before February 2014 that included at least one child under the age of 19 with a disability and described an outcome related to the use of power mobility. Inclusion criteria were set a priori. Two reviewers independently screened titles, abstracts, and full-text articles and extracted data. McMaster qualitative review forms were used for quality appraisal. RESULTS: Of 259 titles, 21 met inclusion criteria. From 143 codes, 15 second-order themes were developed using constant comparison and analysis. Three overarching themes emerged: power mobility experience promotes developmental change and independent mobility; power mobility enhances social relationships and engagement in meaningful life experiences; and power mobility access and use is influenced by factors in the physical, social, and attitudinal environment. INTERPRETATION: This qualitative research provides rich and rigorous evidence supporting the benefits of power mobility for children and families. Numerous factors, which warrant careful consideration, influence power mobility access and use.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.986
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.000
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.034
GPT teacher head0.345
Teacher spread0.311 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations74
Published2014
Admission routes1
Has abstractyes

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