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Record W2036710108 · doi:10.5463/dcid.v24i4.220

Barriers and Facilitators to Family-centred Paediatric Physiotherapy Practice in the Home setting: A Pilot Study

2014· article· en· W2036710108 on OpenAlexaff
Saipriya Vajravelu, Patricia Solomon

Bibliographic record

VenueDisability CBR & Inclusive Development · 2014
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsMcMaster University
FundersUniversity of East London
KeywordsFacilitatorMedicinePerceptionNursingQualitative researchFamily medicinePsychology

Abstract

fetched live from OpenAlex

Purpose: Family-centred paediatric physiotherapy practice is a new and emerging concept in India. This study aimed to understand paediatric physiotherapists’ perceptions of the barriers and facilitators to such practice in home settings in Salem city in southern India.Methods: A phenomenological research design was employed in this study. Semi-structured telephone interviews were conducted with a convenience sample of 5 paediatric physiotherapists who offer treatment in the home setting. Open coding analysis revealed themes that were broadly categorised into barriers and facilitators to family-centred paediatric physiotherapy practice in these settings.Results: Physiotherapists identified several barriers such as educational status, frustrated family members, protective family members, cultural beliefs and external influences. Active participation of family members was perceived as a facilitator to family-centred practice.Limitations: This pilot study has a number of limitations. As the sample size was small and the participants were selected from a small city, the results may not be generalised to larger areas of India. Also, since the interviews were conducted in English, which was not the physiotherapists’ first language, some nuances of their perceptions may not have been reflected.Implications: The study suggests that paediatric physiotherapists need to have better understanding of parental attitudes, and family culture and beliefs, in order to improve the physiotherapist-family relationship and maximise the outcome for children.

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)0.003
metaresearch head score (Gemma)0.006
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.017

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0010.001
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 head0.024
GPT teacher head0.359
Teacher spread0.335 · 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

Citations9
Published2014
Admission routes1
Has abstractyes

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