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Record W4417187847 · doi:10.1111/cch.70192

Current Practice of Physiotherapists in the Management of Children With Cerebral Palsy in Benin Country: A Cross‐Sectional Online Survey

2025· article· en· W4417187847 on OpenAlexaff
Emmanuel Sègnon Sogbossi, Murielle Gbaglo, Wilfried Dahoueto, Toussaint Kpadonou, Catherine Mercier

Bibliographic record

VenueChild Care Health and Development · 2025
Typearticle
Languageen
FieldMedicine
TopicCerebral Palsy and Movement Disorders
Canadian institutionsUniversité LavalCentre for Interdisciplinary Research in Rehabilitation
Fundersnot available
KeywordsCerebral palsyQuality (philosophy)Current (fluid)Quality managementComputer-assisted web interviewing

Abstract

fetched live from OpenAlex

BACKGROUND: In low- and middle-income countries, physiotherapy is often the only available rehabilitative care, making the quality of physiotherapy care particularly important. However, how well physiotherapy practice in managing children with cerebral palsy (CP) is supported by evidence-based guidelines remains unclear. This study aims to describe the current practice of physiotherapists in managing children with CP in Benin, a French-speaking country in Sub-Saharan Africa. METHODS: This study used a cross-sectional online survey, addressed to physiotherapists working in Benin. RESULTS: A total of 91 physiotherapists participated in the study, 52 of whom worked with children with CP. One-third of the children with CP treated were under 2 years old. Physiotherapy sessions were delivered twice or thrice weekly and lasted 30-45 min. Most of the physiotherapists working with children with CP (63.5%) received no certified paediatric neurorehabilitation training. About 54% rarely or never used a standardized outcome measure, and 36.5% used such measures occasionally. CP-specific common classification systems were mostly unused and unknown. The most common intervention modalities were handling techniques (muscle stretching, joint mobilization and Bobath therapy [for movement normalization]), but functional exercises (milestones) were also commonly used. About 58% felt confident in the management of children with CP, and the need for training on modern approaches was stressed. CONCLUSION: The management of children with CP in Benin does not meet the standards of evidence-based practice. The results of this study will help develop strategies to improve the physiotherapy quality of care provided to children with CP in Benin and beyond.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.019
Threshold uncertainty score0.038

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.000
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 head0.018
GPT teacher head0.341
Teacher spread0.323 · 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 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

Citations1
Published2025
Admission routes1
Has abstractyes

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