MétaCan
Menu
Back to cohort
Record W3080883680 · doi:10.1016/j.arrct.2020.100077

Examining Conductive Education: Linking Science, Theory, and Intervention

2020· article· en· W3080883680 on OpenAlexaboutno aff
Roberta K. O’Shea, Mary L. Jones, Katie Lightfoot

Bibliographic record

VenueArchives of Rehabilitation Research and Clinical Translation · 2020
Typearticle
Languageen
FieldMedicine
TopicCerebral Palsy and Movement Disorders
Canadian institutionsnot available
Fundersnot available
KeywordsMotor learningPsychologyMotor skillPsychological interventionCerebral palsyMotor controlCognitionContext (archaeology)RehabilitationPhysical medicine and rehabilitationCognitive psychologyMedicineDevelopmental psychologyNeuroscience

Abstract

fetched live from OpenAlex

Recognized in many European countries and Canada as a valid form of therapeutic and educational rehabilitation, conductive education (CE) emphasizes cognitive and motor learning principles for movement reeducation. This article illustrates how CE incorporates motor control and motor learning theories in conjunction with unique facilitation concepts, including rhythmic intention, task series, tailored low-tech equipment, and traditional facilitation concepts such as developmental sequence, manual facilitations, and multimodal interventions. Uniquely, CE brings together task series practice and learning, including a lying program, sitting program, standing program, and walking program, along with activities of daily living within a group treatment model. The conductor uses cadence and rhythmic intention to encourage movement exploration in a scripted plan of care. The participants are active learners and use CE slatted equipment to help support movements. Full participation, to the best of the learners' ability, is realized with activity modifications made by the conductor. Increased motor control arises through repetition, practice, functional context, and sensory feedback that provide guidance for intention and voluntary movement. Motor control and motor learning theories are foundational principles of CE. Individuals with neurologic injuries, including cerebral palsy, stroke syndrome, Parkinson disease, and traumatic brain injury, can benefit from CE. To date, although research studies cannot objectively compare one person's movement skills with another's, new research surrounding motor control and motor learning illustrates and supports the principles and practice of CE. CE is an educational therapy model for teaching and developing new movement skills for individuals with neurologic impairments. This article connects the current science of movement and describes the unique principles involved with CE delivery as an intervention for individuals with neurologic impairments.

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)0.002
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.726
Threshold uncertainty score0.672

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.159
GPT teacher head0.469
Teacher spread0.310 · 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.

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

Citations2
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueArchives of Rehabilitation Research and Clinical TranslationSame topicCerebral Palsy and Movement DisordersFrench-language works237,207