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Record W4386466795 · doi:10.1177/00084174231197618

Success or Failure? Are We Meeting the Needs of Children With Developmental Coordination Disorder?

2023· article· en· W4386466795 on OpenAlexfundvenueno aff
Erin Klein, Melissa K. Licari, Skye Barbic, Jill G. Zwicker

Bibliographic record

VenueCanadian Journal of Occupational Therapy · 2023
Typearticle
Languageen
FieldPsychology
TopicChildren's Physical and Motor Development
Canadian institutionsnot available
FundersCanadian Institutes of Health ResearchUniversity of British ColumbiaCanada Research ChairsBC Children's Hospital
KeywordsPsychologyDevelopmental psychologyMedicine

Abstract

fetched live from OpenAlex

Background. Current international clinical practice guidelines indicate that children with developmental coordination disorder (DCD) should receive therapy, yet school and community-based occupational therapy is not standard of care. Purpose. To understand parent perspectives on best practice for treatment and what supports and services are required to meet their children's needs. Method. An online cross-sectional survey (impACT for DCD) was distributed to parents of children <18 years with self-reported suspected or diagnosed DCD living in British Columbia. Data analysis included descriptive statistics and contingency analyses to explore whether access to therapy differed with income, age of child, or geographical location. Open-ended questions were analyzed using content analysis. Findings. Of the 237 respondents, 194 children had suspected/confirmed DCD; however, only 20% (38/198) of the children had received therapy at school. Some parents (32/58) pursued private therapy. Geographic location and income had no relationship with therapy access ( p > 0.05). Parents expressed frustration with poor awareness and understanding of the impact of DCD among educators, health-care professionals, and community members, and identified the need for funded and accessible school and community services and supports. Conclusion. Evidenced-based occupational therapy intervention should be standard of care for children with DCD as per clinical guidelines and parent-identified need.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.032
Threshold uncertainty score0.546

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
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 head0.054
GPT teacher head0.317
Teacher spread0.264 · 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

Citations11
Published2023
Admission routes2
Has abstractyes

Explore more

Same venueCanadian Journal of Occupational TherapySame topicChildren's Physical and Motor DevelopmentFrench-language works237,207