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Record W3015017092 · doi:10.3138/ptc-2019-0043

Do Paediatric Physiotherapists Promote Community-Based Physical Activity for Children and Youth with Disabilities? A Mixed-Methods Study

2020· article· en· W3015017092 on OpenAlexaffvenueabout
Jessica Shannon, David Legg, Lesley Pritchard

Bibliographic record

VenuePhysiotherapy Canada · 2020
Typearticle
Languageen
FieldMedicine
TopicCerebral Palsy and Movement Disorders
Canadian institutionsMount Royal UniversityUniversity of Alberta
Fundersnot available
KeywordsPromotion (chess)CLARITYPhysical activityFocus groupMedicineRehabilitationQualitative researchHealth promotionFamily medicinePsychologyNursingPhysical therapyPublic healthPolitical science

Abstract

fetched live from OpenAlex

Purpose: Although the importance of increased physical activity for children with disabilities is widely acknowledged, formal links between rehabilitation practitioners and community physical activity programmes are often lacking. The role of physiotherapists in the promotion of community physical activity is also often unclear. This study set out to describe the beliefs, knowledge, and practices of Canadian physiotherapists related to promoting community-based physical activity for children with disabilities. Method: We used a mixed-methods design: a survey of Canadian physiotherapists and qualitative focus group interviews with physiotherapists. Results: A total of 116 therapists participated in the survey. Of these, 80 (69.0%) considered the promotion of community-based physical activity programmes to be a physiotherapy role, and 89 (76.7%) recommended programmes to families. Therapists with less than 6 years of paediatric experience were less likely to recommend programmes to families (χ24 = 40.46, p < 0.001). Qualitative analysis resulted in three themes: (1) lack of clarity regarding the physiotherapy role, (2) “it’s not easy” – challenges related to community-based physical activity promotion, and (3) one size does not fit all. Conclusions: Various factors shaped physiotherapists’ ability to promote community physical activity, specifically their knowledge, practice setting expectations, and beliefs about their role. Concerted efforts to promote community-based physical activity may increase community capacity to support all children in physical activities.

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)0.012
metaresearch head score (Gemma)0.014
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.121
Threshold uncertainty score0.242

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.014
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0020.001
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.021
GPT teacher head0.328
Teacher spread0.307 · 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

Citations8
Published2020
Admission routes3
Has abstractyes

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Same venuePhysiotherapy CanadaSame topicCerebral Palsy and Movement DisordersFrench-language works237,207