Between arts-based methods and hermeneutics: Navigating the ethics of participation in research with vulnerable children
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
Children are underrepresented in research, mainly because of the ethical issues that their participation raises. This is even more true when it comes to marginalized migrant children. For the sake of justice, researchers must think about methods for including children and their families and reflect on the ethics of knowledge building in these contexts. This article returns to the hermeneutics of Hans Georg Gadamer as an interpretation practice which values understanding rather than explanation. It also focuses on the concept of play which can be truth revealing and which is understood as the very being of artistic practices. This allows us to first emphasize the compatibility of hermeneutics and art-based approaches, and their ethical value when it comes to bringing clinical and research issues together. This article highlights that methods based on art and play itself are ethical in the way that they can both provide well-being and reveal a truth that is as useful to the participant as it is to the researcher. This article also addresses how the researcher, in the process of understanding, is “at play” in the research situation which places him in an active role. The play allows a participatory truth to emerge, a truth resulting from a dialogue. This leads us to recognize the ethical value of participation in research with children.
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 | 0.045 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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