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Record W4412223867

Impacts of managerial systems on early educators’ job satisfaction in five countries

2024· article· en· W4412223867 on OpenAlex

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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueRUNE (Research UNE) · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicEarly Childhood Education and Development
Canadian institutionsThompson Rivers University
Fundersnot available
KeywordsJob satisfactionBusinessPsychologySocial psychology
DOInot available

Abstract

fetched live from OpenAlex

The work of early childhood educators is conducted in highly regulated environments in many Western nations. This is due to managerialism, the right arm of neoliberal-inspired policies. To explore educators' work within these contexts, our international study highlights the impacts of these systems on educators and the children they teach. This paper presents findings from five countries, namely, Australia, Canada, Denmark, Georgia and Italy. The results reveal the experiences of educators in these countries, impacted by neoliberal-inspired policies that are manifested in two different ways. They are dealing with increased managerial regulation or with the neglect of the sector in the pursuit of higher profits. Educators' job satisfaction is impacted when they perceive they are not able to adequately educate and support children due to these constraints. Using a critical neoliberal framework, we employed a mixed-method approach. The participants were educators with various roles and qualifications in a variety of service types. To analyse the numerical/closed answer data we used cross tabulation. Thematic analysis was used to analyse the qualitative data. Despite their difficulties, educators provided many ideas on the ways their government can better support their work so that they can focus on supporting children's learning through play. This study will be of interest to researchers, educators, policymakers and teacher educators.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.734
Threshold uncertainty score0.831

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.038
GPT teacher head0.392
Teacher spread0.354 · 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