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Record W4311008538 · doi:10.37119/ojs2022.v28i1a.649

Overcoming the Challenges of Family Day Home Educators: A Family Ecological Theory Approach

2022· article· en· W4311008538 on OpenAlex
Laura Woodman

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
venuePublished in a venue whose home country is Canada.

Bibliographic record

Venuein education · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicDiverse Education Studies and Reforms
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsEcological systems theorySocial ecological modelEcologyFace (sociological concept)PopulationEcological psychologyMeaning (existential)Theory of changeSociologyPsychologyDevelopmental psychologySocial psychologySocial science

Abstract

fetched live from OpenAlex

This paper explores a framework of family ecological theory for overcoming the challenges facing family childcare educators (FCC educators), who care for small groups of children in their own home. Pathways to overcoming these barriers through an ecological approach will be outlined by critically examining current research on these challenges. In this way, I justify using ecological theory as an effective tool for conceptualizing the challenges of FCC educators. Ecological theory describes how people’s growth and change is influenced by the contexts around them (Bronfenbrenner, 1986). For isolated FCC educators working alone with young children, the limited interactions, supports, and environments they encounter offer incredible meaning and possibility. Examining how the challenges they face can be overcome with a family ecological theory approach illuminates many avenues for success in this unique population. In this paper, the four main challenges of lack of respect, low wages and funding, isolation, and lack of training currently facing FCC educators are examined with an ecological lens to highlight opportunities for positive change. Final thoughts of how this benefits others using an ecological theory framework conclude this paper. Keywords: family day home, family childcare, early childhood education, ecological theory

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 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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.627
Threshold uncertainty score0.495

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.051
GPT teacher head0.325
Teacher spread0.274 · 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