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Record W3135414518 · doi:10.1080/19411243.2021.1875388

Theory and Evidence for Pre-printing Development: A Scoping Review

2021· review· en· W3135414518 on OpenAlexafffund
Erin Klein, Ivonne Montgomery, Jill G. Zwicker

Bibliographic record

VenueJournal of Occupational Therapy Schools & Early Intervention · 2021
Typereview
Languageen
FieldSocial Sciences
TopicWriting and Handwriting Education
Canadian institutionsSunny Hill Health Centre for ChildrenBC Children's HospitalUniversity of British Columbia
FundersCanadian Institutes of Health ResearchSunny Hill FoundationMichael Smith Health Research BCCanadian Child Health Clinician Scientist ProgramBC Children's Hospital
KeywordsSystematic reviewLiteracyPsychologyOccupational therapyTask (project management)Evidence-based practiceMedical educationComputer sciencePedagogyMEDLINEMedicineEngineeringAlternative medicinePolitical science

Abstract

fetched live from OpenAlex

Occupational therapists often address pre-printing skills in young children, but the evidence supporting such practice has not been thoroughly investigated. The purpose of this scoping review was to summarize and evaluate pre-printing literature and outline a theoretical framework to inform best practice. Utilizing PRISMA guidelines and scoping review methodology, two independent reviewers selected articles for abstract and full-text review and rated the level of evidence of each article. Most of the 98 articles that were included were low levels of evidence, often based on “expert” opinion. Two theoretical approaches emerged based on printing skill prerequisites and development. Occupational therapy research appears to follow a neurodevelopmental approach, which describes a prescriptive developmental sequence with direct instruction, leading to mastery of pre-printing shapes, strokes and skills. An emergent literacy approach is prominent in education literature. This approach also incorporates developmental considerations, but is less prescriptive and more focused on a literacy-rich, curricular approach to pre-printing instruction. An emergent literacy approach encourages children to experiment with printing, matching task demands with the child’s natural printing development, without prescriptive mastery of certain skills. We propose an integrated theoretical framework, to capture both educator and therapist expertise, to facilitate a more collaborative approach when guiding pre-printing development both for typically developing children and children with developmental challenges. Evidence from this scoping review will be used to develop a pre-printing program based on an integrated theoretical framework. This combined approach may prevent confusion and conflicting information about printing readiness, and thus allow occupational therapists, early childhood educators, kindergarten teachers, and parents to provide consistent guidance and learning opportunities for young children to learn pre-printing skills.

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)0.012
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.968
Threshold uncertainty score0.763

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0120.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.321
GPT teacher head0.559
Teacher spread0.238 · 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 designOther design
Domainnot available
GenreReview

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
Published2021
Admission routes2
Has abstractyes

Explore more

Same venueJournal of Occupational Therapy Schools & Early InterventionSame topicWriting and Handwriting EducationFrench-language works237,207