Living action research: authoring identities through yaya projects
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
Abstract This article examines the authors’ experiences living action research through an art therapy activity known as YaYa that involved creating and sharing visual representations of themselves as beginning researchers. This activity was part of a graduate course on education action research and students in the course found the activity transformative. The article first explores how four students in the course created and presented their YaYas. It goes on to discuss how the activity provided opportunities for students to imagine and re-imagine authored identities in the figured worlds of teaching and research. The role that visual arts play in transforming consciousness is also used to help understand the powerful impact of the YaYa activity. The YaYa as a visual artistic process opened students up to meaning-making and reconstructing identities that involved not only the mind, but also the emotions, body and spirit. The authors claim that learning action research can itself be a process of action research, and that living such practice is about involving and imagining the whole self in multiple figured worlds.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 0.003 |
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