The Australian Early Development Index: Reshaping Family—Child Relationships in Early Childhood Education
Bibliographic record
Abstract
This article addresses the cultural significance of the Australian Early Development Index (AEDI) and discusses changes that the discourse of this instrument makes to the way in which the child is conceptualised. It analyses the technological function of the AEDI to examine how it makes the child a universal resource for human capital. The article examines messages in promotional and research literature surrounding the AEDI that represent it as a reliable statistical instrument which will promote social justice and equity for young children and their families. The scholarly discourse has so far failed to address the broader context of neo-liberal economic and social reform from which the AEDI — and its Canadian predecessor, the Early Development Instrument (EDI) — initially emerged. The article therefore interrogates the EDI and the AEDI as mechanisms for refining and expanding markets in the management and regulation of children from disadvantaged backgrounds and their accompanying vulnerability. These market expansions draw upon econometric theoretical sources, leading to conceptual changes relating to understandings of children and new concepts and practices for the early childhood education sector. Discourses surrounding the use of the AEDI are informed, in part, by perceptions about the breakdown of the family and the impact this will have for long-term sources of social and economic cohesion. The article examines the symbolism entailed by the ways in which the literature surrounding the AEDI and EDI addresses moral and civil sources of authority in modern Western civilisation.
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How this classification was reachedexpand
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".