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Record W4404905296 · doi:10.1002/fer3.67

Expanding Teacher's technological, pedagogical, and content knowledge with funds of knowledge: An exploratory STEM professional development model using video creation workshops

2024· article· en· W4404905296 on OpenAlexafffund
Gerald Tembrevilla, Marina Milner‐Bolotin

Bibliographic record

VenueFuture in Educational Research · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicTeacher Education and Leadership Studies
Canadian institutionsUniversity of British ColumbiaMount Saint Vincent University
FundersUniversity of British ColumbiaMount Saint Vincent University
KeywordsKnowledge creationProfessional developmentKnowledge managementBusinessSociologyPsychologyPedagogyComputer scienceMarketing

Abstract

fetched live from OpenAlex

Abstract Recent initiatives in the Philippines have underscored the significance of 21st‐century approaches to preparing K‐12 STEM public teachers to embrace technology‐enhanced pedagogies. This case study, part of a larger investigation, employed portraiture methodology to examine one science teacher's growth in technological, pedagogical, and content knowledge (TPACK) while integrating students' funds of knowledge (FoK) in a 4‐week science video creation workshop. The workshop trained the teacher as a learning doctor to diagnose teaching and learning impediments during pre‐ to post‐video production. Data included the teacher's pre‐ to post‐production video creation experience, reflections, and individual interviews. Findings indicated: (a) a gradual growth from a self‐assessed detached TPACK to an expanded TPACK, (b) concrete FoK integration, which served as a bridge to widen the teacher's TPACK, and (c) effective science video creation workshop, viewed through the lens of a science teacher as a learning doctor, offered explicit scaffolding to address teaching and learning impediments during video creation. The findings suggest that science video creation workshops represent an exploratory and innovative model for deliberate professional development (PD) in STEM education, particularly for teachers in rural areas. This model highlights the relevance of research integrating FoK and TPACK and offers a new approach to enhancing teachers' TPACK. The findings have potential implications for advancing PD for rural science teachers in the Philippines and STEM educators in rural areas globally, emphasizing the value of rural schools as centers for relevant pedagogical innovation in STEM 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)0.005
metaresearch head score (Gemma)0.005
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 score0.005
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.002
Scholarly communication0.0020.002
Open science0.0020.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.638
GPT teacher head0.553
Teacher spread0.084 · 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

Citations4
Published2024
Admission routes2
Has abstractyes

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