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Record W2139005135 · doi:10.1111/dmcn.12932

‘Participation’: a systematic review of language, definitions, and constructs used in intervention research with children with disabilities

2015· review· en· W2139005135 on OpenAlexaff
Christine Imms, Brooke Adair, Deb Keen, Anna Ullenhag, Peter Rosenbaum, Mats Granlund

Bibliographic record

VenueDevelopmental Medicine & Child Neurology · 2015
Typereview
Languageen
FieldMedicine
TopicCerebral Palsy and Movement Disorders
Canadian institutionsMcMaster University
FundersHealth and Medical Research FundNational Medical Research CouncilStiftelsen Sunnerdahls HandikappfondNational Health and Medical Research CouncilAustralian Catholic University
KeywordsOperationalizationCLARITYPsychologyConstruct (python library)International Classification of Functioning, Disability and HealthAttendanceThematic analysisCompetence (human resources)Intervention (counseling)Applied psychologyMedical educationQualitative researchSocial psychologyMedicineComputer scienceSociology

Abstract

fetched live from OpenAlex

AIM: Improving participation of children with disabilities is a priority; however, the participation construct lacks clarity. This systematic review investigated how researchers defined 'participation' and the language used in participation intervention research. METHOD: Nine health and education databases were searched for intervention studies of children with disabilities that included a participation outcome. Quantitative data were extracted using a customized form, and participation text data were extracted verbatim. Themes were derived using a thematic coding approach. These participation themes were applied to the outcome measures used in the included studies to compare participation language with the methods used to quantify participation changes. RESULTS: Of the 2257 articles retrieved, 25 were included in this review. Five participation themes and nine subthemes were developed. Two themes, attendance and involvement, were directly related to the participation construct. Three additional themes described related concepts: preferences, activity competence, and sense of self. INTERPRETATION: Attendance and involvement seem to describe the essence of the participation concept. The related themes may provide important avenues to enhance participation outcomes. This review highlighted the need for researchers to define the construct under investigation clearly and select measures carefully, as measurement choice is the mechanism through which the concept is operationalized in research.

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)0.021
metaresearch head score (Gemma)0.062
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.021
Threshold uncertainty score0.112

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0210.062
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0090.007
Bibliometrics0.0180.020
Science and technology studies0.0010.002
Scholarly communication0.0040.005
Open science0.0020.003
Research integrity0.0020.002
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 head0.123
GPT teacher head0.399
Teacher spread0.275 · 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 designSystematic review
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

Citations385
Published2015
Admission routes1
Has abstractyes

Explore more

Same venueDevelopmental Medicine & Child NeurologySame topicCerebral Palsy and Movement DisordersFrench-language works237,207