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Record W3093638966 · doi:10.46538/hlj.14.2.1

The Role of Literary Instruction in the Development of Reading and Writing Skills in Spanish as a Heritage Language during Childhood

2017· article· en· W3093638966 on OpenAlexaff
Alejandro Cuza, Lauren Miller, Adrian Pasquarella, Xi Chen

Bibliographic record

VenueHeritage Language Journal · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicLiteracy and Educational Practices
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsFluencyPhonological awarenessHeritage languageVocabularyLiteracyPsychologyReading (process)Phonemic awarenessVocabulary developmentMathematics educationPedagogyLinguisticsTeaching method

Abstract

fetched live from OpenAlex

The present study examines the role of instruction in the development of reading and writing skills in Spanish as a heritage language during childhood. Sixty-six (n=66) Spanish heritage speakers in K-4th grade participated in an 18-week Spanish intervention. The curriculum included the development of phonological awareness, reading fluency and accuracy as well as vocabulary via cognate instruction. Undergraduate students majoring in Spanish conducted the intervention as part of a service-learning program. Standardized measures given to the students before and after the intervention included phonological awareness, receptive vocabulary knowledge, word reading accuracy, and word reading fluency. The treatment group was compared to a group of twenty-five children (n=25) who did not participate in the program. The two groups were matched by age and non-verbal reasoning. Results from pre and post-tests showed significant gains for the treatment group in vocabulary growth, word reading fluency and word reading accuracy. Phonological awareness developed significantly for both groups, but there was no advantage for the experimental group. Overall, the intervention was effective at promoting both Spanish language and literacy skills (Rhoades, 2009). Contextualized and explicit instruction on word reading and decoding, as well as oral language and vocabulary knowledge in Spanish, helped Spanish heritage learners develop academic language and literacy skills in their first/minority language. Furthermore, the results provide strong evidence supporting the efficacy of a service-learning program aimed at facilitating the development of literacy skills among child heritage language learners.

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)0.003
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 score0.004
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.008
GPT teacher head0.311
Teacher spread0.303 · 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

Citations3
Published2017
Admission routes1
Has abstractyes

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