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Record W3165410749 · doi:10.1177/17577438211011623

Parent involvement in education? A Foucauldian discourse analysis of school newsletters

2021· article· en· W3165410749 on OpenAlex
Shauna Kingston

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenuePower and Education · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicParental Involvement in Education
Canadian institutionsBrock University
Fundersnot available
KeywordsGovernmentalityNeoliberalism (international relations)SociologyValue (mathematics)Christian ministryDiscourse analysisCritical discourse analysisFunction (biology)Public relationsGender studiesPolitical scienceSocial sciencePoliticsLaw

Abstract

fetched live from OpenAlex

The Ontario Ministry of Education ( 2010 ) puts forth parent involvement as a solution for underachievement and as a resource for building better schools. A Foucauldian discourse analysis of school newsletters reveals that efforts to engage parents also function as a neoliberal strategy designed to govern parents. Using Foucault’s theory of governmentality, I show how the newsletters compel parents to invest in their children’s schooling and judge their value as parents in relation to their ability to produce good neoliberal citizens. I discuss how the newsletters depict ‘good’ parents as those who: (1) do not offer input into schooling; (2) make education a parenting priority and (3) raise good neoliberal citizens. The newsletters represent a strategy for cultivating neoliberal parents who do not ask more from schools and instead demand more of themselves in terms of preparing their children for school and for life. Problems with this approach are that: it asks parents to take up their children’s schooling in ways that push out other family priorities and it shuts down potential collaborations between parents and schools that could challenge neoliberal subjecthood. I call for reformulating discourses of ‘good’ involvement in ways that allow for more equal parent–school partnerships.

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.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.130
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.038
GPT teacher head0.387
Teacher spread0.349 · 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