Schools as Integrated Service Hubs for Young Children and Families: Policy Implications of the Toronto First Duty Project
Bibliographic record
Abstract
Abstract In many parts of the world early childhood services are disconnected in ways that reduce their effectiveness in supporting family life, healthy child development, and the transition to school. Furthermore, access to these services is often limited, particularly for marginalized families. There is increasing policy interest around the world in building early childhood service systems that are universal and integrated, as a way of strengthening the effectiveness and equity of early childhood services. Although there is a growing push to unify child care and education in a universal system, both in Canada and elsewhere, a fully integrated system would bring together additional services for family support, health and community programs. The Toronto First Duty demonstration project was designed to test the feasibility and effects of a universal model for integrating child care, kindergarten, family support and other services in school-based community hubs. The intent of the project partners — a charitable foundation, municipal government, and school board- was to mobilize knowledge to improve early childhood programs and policy at both the local and provincial levels. A university-based research team has worked over the last decade to evaluate the implementation process and outcomes of the project, and has contributed to the knowledge mobilization for practice and policy change. The research found positive evidence on the feasibility of implementing the model, as well as evidence about the processes that work through program and family pathways to enhance child development and parenting. Findings from the project have helped to move provincial policy in Ontario and elsewhere in Canada. Although fixed models may not apply to new contexts, some of the evidence-informed design principles from this project converge with findings from other jurisdictions and have broad implications for policies promoting universal, integrated service systems for early childhood.
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.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 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".