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Record W4417101682 · doi:10.1177/10567879251400325

Collaboration, Empowerment, Education, and Action: Kazakhstan's Teachers’ Creative Maladjustment in Utilizing Translanguaging as a Pedagogical Strategy

2025· article· en· W4417101682 on OpenAlexaff
Seth A. Agbo, Temirbolat Kenshinbay, Raushan Kazhiakbarova, Zhanar Nebessayeva, Aidos Myrzabek

Bibliographic record

VenueInternational Journal of Educational Reform · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicMultilingual Education and Policy
Canadian institutionsLakehead University
Fundersnot available
KeywordsSubversionTranslanguagingTransformative learningAction researchEmpowermentGovernment (linguistics)Participatory action researchAction (physics)Autonomy

Abstract

fetched live from OpenAlex

The four concepts that form the first tier of the title of this article—collaboration, empowerment, education, and action—are four crucial tenets of participatory action research (PAR). Over the past three decades, efforts to enhance English teaching as a foreign language have expanded significantly in Kazakhstan, as the government has advocated for English proficiency to improve the country's global competitiveness. Kazakhstan's Ministry of Education and Science regulations require teachers to teach English as the sole language of instruction. However, most English teachers in Kazakhstan, instead of adhering to the rule of teaching English monolingually, employ creative maladjustment and subversion by using their discretion to shift between languages during English lessons. This study aims to explore teachers’ practices of creative maladjustment and creative subversion and to utilize participatory action research (PAR) to empower teachers to set priorities for using translanguaging as a pedagogical strategy in teaching English as a foreign language (EFL). The findings indicated that teachers have practiced creative maladjustment and creative subversion in their teaching practices; they do not obey the Ministry's monolingual regulation and have been shifting between languages when teaching English, utilizing a translingual approach. Since teachers indicated empowerment in utilizing translanguaging as a pedagogical strategy in their classrooms, there is no going back to the obsolete practice of monolingual teaching. We recommend that the government rescind the rule of teaching English monolingually and institute professional development strategies that will introduce and develop translingual art-based procedures for teaching and learning English in Kazakhstan.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.723
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.083
GPT teacher head0.541
Teacher spread0.458 · 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 designTheoretical or conceptual
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 routes1
Has abstractyes

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