Resisting and disrupting neoliberal subjectivity in self-directed education: what can we learn from black homeschoolers
Bibliographic record
Abstract
Purpose From the in-group status as a former homeschool parent, the goal is to problematize the entanglement of neoliberalism within self-directed education (SDE) pedagogies. Further and importantly, this study aims to bring attention to and examine the neoliberal resistant practices found in Black homeschooling. Design/methodology/approach A narrative literature review, content analysis and autoethnographic reflection to critically examine the neoliberal subjectivity of SDE and identify neoliberal-resistant SDE practices of Black homeschooling families. Findings This paper identifies SDE’s vulnerability to neoliberal subjectivity despite the neoliberal oppositional ethos of many of its practices and its antiestablishment historical context and rhetoric. It analyzes conceptions of self, autonomy and freedom (the ideas that underwrite self-direction) that can inform a critical self-directed learning (SDL) approach. It explores contemporary Black homeschooling and SDE practices for evidence of these conceptions, arguing that this demographic, at the margin of the discursive homeschooling community, instantiates an authentic resistance and disruption to neoliberal subjectivity in SDE. Originality/value Very little research has been done on neoliberal subjectivity in the discursive SDE community. The vulnerability of SDE to neoliberalization is important to SDL homeschoolers, unschoolers and other SDE facilitators who want to practice alternative-to-mainstream values or social justice-oriented pedagogy. Without awareness of this vulnerability, neoliberal hegemony can be reproduced by SDE practices.
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How this classification was reachedexpand
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".