Childcare Market Management: How the United Kingdom Government Has Reshaped its Role in Developing Early Childhood Education and Care
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
This article reviews early education and care policies in the United Kingdom since 1997, when a Labour Government came to power, and sets them in the wider context of international changes. It argues that the Labour Government has, by intention and by default, supported the development of private sector, and especially corporate sector childcare. Corporate childcare has increased sevenfold in the period. The rapid scale of these changes has been ignored, or uncritically accepted, by most commentators. However, the Government's childcare policies have not had the anticipated result of increasing the numbers of mothers in the workforce, with the result that there is considerable oversupply of childcare provision. As a result, the private sector has experienced turmoil, as occupancy rates have fallen to an average of 77%, and the sector has become unprofitable. Within 2005–06 many nurseries closed, and there has been a consolidation of the remainder of the market. The private sector is now actively lobbying for more subsidies and a relaxation of regulations. The article concludes that, despite recent difficulties, trends towards private sector growth will continue and that research is urgently needed to investigate and document the changes.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| 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