Performance power: the impact of neoliberalism on social justice educators’ ways of speaking about their educational practice
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
Few studies have attended to the specific influence of neoliberalism on education for social justice, despite the complex ways in which the competing discourses of neoliberalism and social justice work side by side in local educational settings. This article reports data derived from interviews with 28 educators committed to social justice education from across Ontario, Canada. Participants were asked how they perceived the impact of neoliberalism on education and on their teaching practice. Findings were interpreted through critical democratic theory and discourse analysis. An unanticipated finding is the influence of neoliberal discourse on the ways that educators spoke about their teaching practice for social justice. The study found that discourse of performance is one arena where competing discourses of neoliberalism and social justice not only coexist but also intersect. This finding has important implications for the transformative potential of social justice education through more concentrated attention to the power embedded in everyday speech acts. Attending more to the performative potential of neoliberal discourse toward social justice ends can be a mechanism for resistance and teacher agency.
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 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 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it