Critical Perspectives on Education Policy and Schools, Families, and Communities
Bibliographic record
Abstract
Critical Perspectives on Education Policy and Schools, Families, and Communities offers scholars, students, and practitioners important new knowledge about how current policies impact families, schools, and community partnerships. The book’s authors share a critical orientation towards policy and policy research and invite readers to think differently about what policy is, who policymakers are, and what policy can achieve. Their chapters discuss findings from research grounded in diverse theories, including institutional ethnography, critical disability theory, and critical race theory. The authors encourage scholars of family, school, and community partnerships to ask who benefits from policies (and who loses) and how proposed reforms maintain or disrupt existing relations of power.The chapters present original research on a broad range of policies at the local, state/provincial, and national levels in Canada and the USA. Some authors look closely at the enactment of specific district policies, including a school district’s language translation policy and a policy to create local advisory bodies as part of decentralization efforts. Other chapters reveal the often unacknowledged yet necessary work parents do to meet their children’s needs and enable schools to operate. A few chapters focus on challenges and paradoxes of including families and community members in policymaking processes, including a case where parents demonstrated a preference for a policy that research demonstrates can be detrimental to their children’s future education opportunities. Another set of chapters emphasizes the centrality of policy texts and how language influences the educational experiences and engagement of students and their families. Each chapter concludes with a discussion of implications of the research for educators, families, and other community partners.
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.
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 | 0.000 | 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 | 0.001 |
| 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 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".