Teachers’ Enactment of Equity in Alternative Schools: A critical discourse analysis
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
Purpose: Understanding the needs of at-risk students is thought to be an essential element for educators when they formulate and design alternative educational settings. Yet, it may be difficult for educators to distinguish between responding to the needs of an at-risk student and providing educational equity. The researcher applied equity principles and policy implementation literature to explore how alternative school teachers of at-risk students define, interpret and enact equity. Research Methods: This research was designed as a qualitative cross-case study focusing on five alternative schools in California and Texas. A qualitative thematic analysis was first applied to interviews from fifteen alternative school teachers, followed by a critical discourse analysis of government artifacts, and discursive and social practices. Findings: Teachers’ enactment of equity equated to opportunity; at-risk students were afforded equity by virtue of enrollment in the schools. Implicitly, teachers acted as gate keepers to their classroom and as such only certain students were entitled to attend. Equity arguments emerged when external forces were perceived as creating inequities. Implicit equity arguments emerged by how teachers defined success. Implications: Innovative design and practices used in alternative schools are insufficient for ensuring equity. Enactment of equity through pedagogical choices is reduced by policy procedures. Research is needed in areas: a) that will help teachers reflect on their values and priorities for at-risk students and b) of how efficacy is measured for the alternative school.
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 | 0.002 | 0.001 |
| 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 | 0.001 |
| 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