Partnering with Children Diagnosed with Mental Health Issues: Contributions of a Sociology of Childhood Perspective to Participatory Action Research
Why this work is in the frame
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Bibliographic record
Abstract
This paper explores the use of participatory action research (PAR) with children diagnosed with mental health issues. We argue that critiques from the sociology of childhood are useful for guiding PAR with children. First, we describe and critique values and assumptions that underlie research and practice with children who experience mental health issues. Second, we outline key qualities of the sociology of childhood, discuss their implications for PAR with children diagnosed with mental health issues, and touch on ethical issues. Five themes are explored: (a) values, (b) ontology/epistemology, (c) views about children, (d) agency/power in children's relationships with adults, and (e) intervention/change focus. We conclude by encouraging community psychologists to consider PAR with children diagnosed with mental health issues.
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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 | 0.003 | 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 | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 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 it