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Record W2932749216 · doi:10.5539/jel.v8n3p1

Early Childhood Educators’ Perceptions of Dyslexia and Ability to Identify Students At-Risk

2019· article· en· W2932749216 on OpenAlexvenueno aff
Michelle Gonzalez, Tammy B. H. Brown

Bibliographic record

VenueJournal of Education and Learning · 2019
Typearticle
Languageen
FieldPsychology
TopicReading and Literacy Development
Canadian institutionsnot available
Fundersnot available
KeywordsDyslexiaPsychologyHead startDevelopmental psychologyVocabularyPhonological awarenessPhonemic awarenessEarly childhoodLiteracyPerceptionMathematics educationReading (process)PedagogyLinguistics

Abstract

fetched live from OpenAlex

This study primarily explored the perceptions of dyslexia held by early childhood educators teaching in Head Start centers. A secondary purpose was to investigate how early childhood educators in Head Start centers perceive the notion of risk for dyslexia and how they identify at-risk students in ways that are consist with the results of a research-based assessment instrument. A case study approach was used for this study of two Head Start centers, one in the state of New Jersey and one in the state of Pennsylvania. Two teachers in each center (n = 4) and a total of 19 preschoolers participated in the study. Data were gathered using semi-structured interviews, observations, a teacher rating scale, and the Preschool Early Literacy Indicator (PELI) assessment. Findings indicate that the Head Start teachers held the prevailing misconception that dyslexia is a visual processing disorder rather than a phonological processing disorder. The Head Start teachers did not view phonemic awareness as a key factor in identifying children at-risk for dyslexia. Participants had a high success rate in identifying students at-risk in the areas of alphabet knowledge and oral language, but not in phonemic awareness and vocabulary. The results suggest that the stereotypes of dyslexia are hard to dispel and that professional development for pre-service and in-service teachers in early literacy practices and dyslexia are needed.

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)0.002
metaresearch head score (Gemma)0.009
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 score0.016
Threshold uncertainty score0.033

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0020.002
Scholarly communication0.0030.001
Open science0.0000.002
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 head0.009
GPT teacher head0.364
Teacher spread0.355 · 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

Citations13
Published2019
Admission routes1
Has abstractyes

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