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Record W4413904414 · doi:10.64074/0s3d7r64

The Epistemology and Ontology of School Counselling in a Colonial Ethnocentric Education System

2025· article· en· W4413904414 on OpenAlexaff
Ahlam Rahal, Khalid Arar

Bibliographic record

VenueJORMA International Journal of Health and Social Sciences · 2025
Typearticle
Languageen
FieldPsychology
TopicCounseling Practices and Supervision
Canadian institutionsAcadia University
Fundersnot available
KeywordsIdeologyColonialismPoliticsSociologyMental healthPower (physics)Context (archaeology)EthnocentrismSociocultural evolutionPolitical scienceGender studiesPedagogyMedicineLawAnthropologyPsychiatry

Abstract

fetched live from OpenAlex

This paper critiques the politics of Israeli school counselling and the values underlying this profession in a settler-colonial context. It addresses the research question: How do economic, sociocultural, and political forces shape Israeli school counselling? Deploying post-structural frameworks of power/knowledge, as well as postcolonial and decolonial thoughts, we conduct a discourse analysis of the Israeli school counselling profession, unpacking its ideologies and functions in a settler-colonial region. Using Foucauldian genealogy as a methodology, we analyse ninety-four interdisciplinary archival documents, historical incidents, and policies to uncover the political-economic values and morality embedded in school counselling. Our findings reveal that settler-colonial practices and Zionist political-economic interests have shaped the profession, turning school counsellors into subsidiary authorities that perpetuate Zionist ideology and justify colonisation through mental health interventions. In conclusion, this research illuminates that Israeli school counselling is not a culturally neutral or universally beneficent profession but, instead, a paradigmatic case of how mental health professions can be instrumentalised by the state to further colonial and ethnonationalist agendas. Additionally, this study highlights the importance of critiquing the political-economic agendas that influence professional institutions, educational and mental health leadership roles, and their broader societal implications.

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)0.007
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.022
Threshold uncertainty score0.119

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0150.076
Scholarly communication0.0090.004
Open science0.0010.004
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0030.000

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 head0.041
GPT teacher head0.437
Teacher spread0.396 · 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 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

Citations2
Published2025
Admission routes1
Has abstractyes

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Same venueJORMA International Journal of Health and Social SciencesSame topicCounseling Practices and SupervisionFrench-language works237,207