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Record W2759269750 · doi:10.5539/hes.v7n4p25

Prospects for Bilingual Education Curriculum in Turkey: A Mainstream Issue

2017· article· en· W2759269750 on OpenAlexvenueno aff
Burhan Özfidan, Hasan Aydın

Bibliographic record

VenueHigher Education Studies · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicMultilingual Education and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsCurriculumBilingual educationQualitative propertyNative-language instructionActive listeningData collectionSemitic languagesMathematics educationHeritage languageMainstreamPsychologyPedagogyVocabularyFirst languageLanguage proficiencyFocus groupQualitative researchPopulationSociologyTeaching methodVocabulary developmentPolitical scienceLinguisticsComputer scienceArabicSocial science

Abstract

fetched live from OpenAlex

The goal of bilingual education is fostering academic achievement, assisting immigrant acculturation to a new community, enabling native speakers to learn a second language, conserving linguistic and cultural heritage of minority groups, and advancing national language resources. This study investigated how certain parameters such as the views and attitudes towards bilingual education and curriculum development may affect the development of a bilingual education curriculum in Turkey. This study is significant because it could pave the way for developing a bilingual education program in Turkey. This study used an explanatory sequential mixed method, conducted in two phases: a quantitative phase followed by a qualitative phase. For quantitative data collection, 140 participants responded the survey instrument. For qualitative data collection, 4 participants were interviewed. The results indicated that a bilingual education curriculum is necessary for the education system in Turkey because the population of minority peoples is quite large. Results also reflected that a bilingual education program in Turkey should focus on speaking, listening, writing, reading, and on the development of vocabulary. Universities should open language teacher training departments for teachers who are going to teach in two languages. Examining and implementing elements of bilingual education models from other countries could prove helpful in establishing an efficient bilingual education program in Turkey.

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)0.003
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.027

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.109
GPT teacher head0.544
Teacher spread0.436 · 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 designNot applicable
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

Citations4
Published2017
Admission routes1
Has abstractyes

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