MétaCan
Menu
Back to cohort
Record W3045822942 · doi:10.1080/10409289.2020.1794496

With Awareness Comes Competency: The Five Awarenesses of Teaching as a Framework for Understanding Teacher Social-Emotional Competency and Well-being

2020· article· en· W3045822942 on OpenAlexaff
Vanessa Rodríguez, S. Lynneth Solis, Bryan Mascio, Kathleen Kiely Gouley, Patricia A. Jennings, Laurie Miller Brotman

Bibliographic record

VenueEarly Education and Development · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicEarly Childhood Education and Development
Canadian institutionsEducation and Early Childhood Development
Fundersnot available
KeywordsPsychologyProsocial behaviorThematic analysisDevelopmental psychologyPedagogyEthnic groupCognitionMathematics educationSocial psychologyQualitative research

Abstract

fetched live from OpenAlex

Research Findings Developing students’ social and emotional skills positively affects their academic success. The Prosocial Classroom model (PCM) highlights the importance of teacher’s social-emotional competency (SEC) and well-being. The current research extends the PCM by using the Five Awarenesses of Teaching Framework (The Framework) to understand teacher SEC through a developmental lens. We discuss how the Framework can inform and be informed by our understanding of Early Care and Education (ECE) teachers’ SEC. Eighteen ECE teachers participated in cognitive interviews and a deductive thematic analysis was used to categorize teachers’ interview data according to The Framework. Three key themes were identified: 1) The Framework described cognitive capacities relevant to ECE teacher SEC consistent with other teacher populations; 2) there was an underlying conflict between teachers’ keen awareness of student social-emotional learning (SEL) and an active suppression of their own social and emotional well-being; and 3) the impact and importance of race, ethnicity, and family engagement. Practice or Policy: Findings reveal that ECE teachers’ SEC and well-being can be described using The Framework. Additionally, the suppression of ECE teacher emotional needs and the importance of family engagement suggest important avenues for improving our understanding of ECE SEC and well-being.

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)0.006
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.044

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0040.001
Science and technology studies0.0030.018
Scholarly communication0.0050.005
Open science0.0010.005
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0010.000

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 head0.037
GPT teacher head0.321
Teacher spread0.284 · 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 designTheoretical or conceptual
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

Citations38
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueEarly Education and DevelopmentSame topicEarly Childhood Education and DevelopmentFrench-language works237,207