Harnessing the Complexity of Children's Consumer Culture
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
In this paper I argue that consumption is a common matrix of childhood experience that children bring to curriculum, schooling and learning. Next I describe how children’s consumer culture (CCC) can be seen to share some important characteristics of complex systems. Finally, I address the question of how the emergent potential of children’s consumer culture could be utilized by educators to assist in the project of forming lifelong ethical relationships with and between peoples, places, things, and thoughts. Unprecedented changes on a global scale have revealed our traditional notions of citizenship as being deficient, partial, and incomplete. These changes prompt us, then, to examine what it might mean to be a citizen in a truly globalized and technologically connected world. Schools and curriculum have an important role to play in an unfolding political project to craft new social, natural, cultural and ethical contracts. The context through which such a project could emerge, I suggest, is from within the complex system that is children’s commercial culture. Neither school and its curriculum nor CCC and its curriculum by themselves have served as effective sites for a successful pedagogy of citizenship. However, both reveal only partial aspects of different cultures of power necessary for citizenship. Both powers exist in a schizophrenic tension. The space created between such tensions might be appropriated to foster a pedagogy for citizenship that emerges from a common curriculum of consumption. A complex systems perspective opens windows of possibilities that might offer a view of how such tensions could be harnessed for this project.
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 | 0.001 | 0.000 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| 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 it