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Record W6959414003 · doi:10.7939/r3-4ys9-v665

Supporting Quality and Longevity in Alberta’s Family Day Home Educators: A Qualitative Study

2022· dissertation· en· W6959414003 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of Alberta Library · 2022
Typedissertation
Languageen
FieldAgricultural and Biological Sciences
TopicWheat and Barley Genetics and Pathology
Canadian institutionsnot available
Fundersnot available
KeywordsLongevityQualitative researchQuality (philosophy)WorryParticipatory action researchFocus groupDay to dayCitizen journalismStrengths and weaknesses

Abstract

fetched live from OpenAlex

Quality and longevity are two integral components in early learning and childcare. However, for family day home educators working in isolated and decentralized environments, providing quality and longevity in childcare is easier said than done. The current research on early childhood education largely focuses on centre-based care, leaving a marked gap of knowledge on the strengths and challenges of educators working in family day homes, and the supports needed for them to thrive. The aim of this research is to help fill that gap. Employing a community-based participatory research (CBPR) approach, this qualitative study explores the strengths and challenges facing Alberta’s contracted family day home educators, and the supports which enable them to offer quality and longevity in childcare. Five focus groups were conducted with twenty-six experienced educators and consultants working with licensed day homes in Alberta, and a directed approach to content analysis was used to analyze the data. The results of this study include educator strengths, challenges, and areas that can act as either strengths or challenges. Day home educator strengths include enjoying their work, networking and problem-solving, and advocacy. Challenges are guilt and worry leading to minimizing time off, day homes being treated the same as day cares, and misperceptions. Areas that can act as a strength or a challenge include relationships, inclusivity, and continuing education. This study’s findings contribute to knowledge about day home educator strengths, challenges, and supports enabling them to offer quality and longevity in childcare. Consistent with a CBPR approach, the results of this research should prompt targeted practice and policy change for educators and their support systems, which will benefit children and families, and ultimately contribute to a stronger, more cohesive and healthy society.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.326
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.022
GPT teacher head0.278
Teacher spread0.256 · 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 teacher head, not a consensus.

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

Citations1
Published2022
Admission routes1
Has abstractyes

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