Working the Limits of “Giving Voice” to Children: A Critical Conceptual Review
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
Although claims to “give voice” to children through qualitative inquiry seem morally just and have been largely framed by good intentions, critical scholarship has called for reflexive reconsiderations of such claims. Re/presentations of voice permeate published accounts of qualitative research with children; similarly, voice is a term invoked frequently in qualitative research with informants of all ages. In this article, we follow Spyrou’s notion of “troubling” to review, critique, and synthesize key works by critical child-focused scholars who have reflexively queried and worked with the epistemological and methodological limits of “giving voice” to children through qualitative inquiry. Building on the reviewed literature, as well as poststructural approaches to framing voice in research more generally, we briefly discuss how we have built on these critiques in our own research. In so doing, we join ongoing dialogues aimed at generating alternative approaches to theorizing and re/presenting children’s perspectives in qualitative inquiry more justly.
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 | 0.008 | 0.017 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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