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Record W7132954302

Understanding How Ontario's Full-Day Early Learning Kindergarten Works for Families: Building A Program Theory Based On Parents' Voices

2015· dissertation· W7132954302 on OpenAlexaffabout
Tomoko Nancy Arimura

Bibliographic record

VenueTSpace · 2015
Typedissertation
Language
FieldSocial Sciences
TopicEarly Childhood Education and Development
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsConceptualizationTheory of changeSalientProgram Design LanguageProgram evaluationGrounded theoryQualitative researchResearch programService delivery framework
DOInot available

Abstract

fetched live from OpenAlex

Ontario’s Full-Day Early Learning Kindergarten (FDELK) represents a bold policy shift in North America, with its conceptualization and delivery of a universal, integrated early learning program. Informed by service integration goals, the FDELK combines early education and care into a seamless early learning program for 4- and 5-year olds. The current study explored parents’ perspectives and program participation experiences to develop a theory of change for FDELK. Relative to our understanding of program effects, causal mechanisms that help explain how and why programs work are not well understood. By asking parents to attribute observed outcomes to program participation experiences, the goal was to identify key pathways through which program participation influenced outcomes not only for children, but also for parents and families. Building on the research experience of local service integration initiatives, this study used an innovative method to build a theory of change for FDELK. Qualitative methods were used to explore parents’ perspectives about their: (1) use of the FDELK program and salient features that were most helpful to them (inputs), (2) benefits and challenges associated with participating in FDELK (outcomes), and (3) program participation experiences that were perceived to contribute to identified outcomes (processes). Using transcribed parent interview data collected from 21 FDELK families, texts pertaining to these three topics were thematically coded in NVivo. Using research and theory as a starting point and a guide throughout the analytic process, patterns of causal linkages between input>process>outcome themes were examined. Following analysis, a three-pathway FDELK theory of change model captured how program participation experiences contributed to a range of child-, parent-, and family-level outcomes. The findings point to the strengths and weaknesses of the design and implementation of FDELK during year 1. More broadly, the study contributes to our understanding of how and why integrated early childhood programs work for families, and furthers our understanding of how parents navigate early childhood services to meet the needs of their family. It also offers a novel methodology for generating theories of change and capturing parent engagement processes. Implications for research, practice, and policy are discussed.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.442
Threshold uncertainty score0.889

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0080.010
Scholarly communication0.0050.006
Open science0.0020.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.119
GPT teacher head0.414
Teacher spread0.295 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2015
Admission routes2
Has abstractyes

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