MétaCan
Menu
Back to cohort
Record W7065491302

Educational change and social and emotional learning: Understanding how secondary English teachers have engaged with BC’s core competencies framework

2023· dissertation· en· W7065491302 on OpenAlexaboutno aff

Bibliographic record

VenueUVic’s Research and Learning Repository (University of Victoria) · 2023
Typedissertation
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsSituatedCurriculumInterpersonal communicationFocus groupCore competencyClass (philosophy)Social skillsQualitative researchProfessional developmentScope (computer science)
DOInot available

Abstract

fetched live from OpenAlex

Schools across Canada have increased focus on social emotional learning (SEL) to facilitate students’ development of vital intra- and interpersonal skills that contribute to their mental health, self-awareness, social and academic engagement. British Columbia was situated at the leading edge of curriculum-based SEL with the introduction of the core competencies framework in their wide-scale curriculum reforms initiated in 2015. The framework tasked educators with fostering students’ growth in communication, collaboration, critical and reflective thinking, creative thinking, personal awareness and responsibility, social awareness and responsibility, and positive personal and cultural identity. However, educational change is a complex process in which teachers play a pivotal role. The broad and flexible scope of BC’s reforms positioned educators as responsible for interpreting the framework with limited guidance for implementation. Developing an understanding of how teachers have conceptualized and approached the core competencies is essential to realizing lasting and meaningful change in this critical area. This multicase study examines how five secondary English teachers engaged with the framework, and their perspectives and experiences with implementation. Within-case and cross-case analysis involved triangulating data from qualitative questionnaires, individual interviews, and a group interview. Findings indicate that teachers perceived the framework as aligned with their beliefs and roles but had limited opportunity for shared meaning-making and professional learning. Teachers also viewed the core competencies as expanding the skills that are valued in the curriculum. In practice, teachers differed in their approach to implementation and in their beliefs about how learning occurs in these domains. Adopting the core competencies into class language and assessment was considered essential, as was contextualized and focused instruction. Discussion centered on the need for capacity building and shared sensemaking amongst teachers, as well as the need for additional clarity and guidance from the BC Ministry of Education.

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)0.008
metaresearch head score (Gemma)0.010
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 score0.973
Threshold uncertainty score0.564

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0140.016
Scholarly communication0.0110.005
Open science0.0020.008
Research integrity0.0020.004
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 head0.072
GPT teacher head0.289
Teacher spread0.218 · 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
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueUVic’s Research and Learning Repository (University of Victoria)Same topicMagnetic confinement fusion researchFrench-language works237,207