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Record W4411009931 · doi:10.1016/j.jecp.2025.106309

Early self-teaching: Testing the nature of orthographic learning and learning transfer in beginning readers

2025· article· en· W4411009931 on OpenAlexafffund
Rebecca Tucker, S. Hélène Deacon

Bibliographic record

VenueJournal of Experimental Child Psychology · 2025
Typearticle
Languageen
FieldPsychology
TopicReading and Literacy Development
Canadian institutionsDalhousie University
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsPsychologyCognitive psychologyTransfer of learningCognitive scienceMathematics educationDevelopmental psychology

Abstract

fetched live from OpenAlex

The current study aimed to clarify the nature of orthographic learning during independent reading (i.e., self-teaching) among beginning readers. The most prominent theory addressing learning of word-specific orthographic forms, the self-teaching hypothesis, predicts that beginning reading is beginning orthographic learning. And yet, empirical evidence to date has focused on older children. Here we test the extent to which beginning readers learn new words during self-teaching experiences, whether they transfer that learning to their subsequent processing of related words, and the role of decoding in both processes. In this study, children in Grades 1 and 2 read simple nonwords (e.g., lurb) embedded in short stories adapted to be appropriate for early readers. Children then completed orthographic choice tasks to test both their learning of those words and the transfer of learning to novel words that are either morphologically or orthographically related (e.g., lurber and lurble, respectively). Results indicated that children in Grades 1 and 2 learned the spelling patterns of novel words. Further, they were able to transfer that learning to their processing of the novel related words; however, only orthographically related words showed clear evidence of spelling-specific transfer. Notably, only children in Grade 2 were able to do retain their learning three days later. Finally, results indicated that accurate phonological decoding is not required for learning to occur, although it may facilitate learning for children in Grade 2. Taken together, these findings help to better understand the nature of self-teaching in beginning readers, informing future research and educational practices.

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)0.005
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 score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0000.001
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 head0.015
GPT teacher head0.341
Teacher spread0.326 · 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

Citations0
Published2025
Admission routes2
Has abstractyes

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