Parent involvement in education? A Foucauldian discourse analysis of school newsletters
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.
Bibliographic record
Abstract
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.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it