MétaCan
Menu
Back to cohort
Record W3110387532 · doi:10.5430/ijhe.v10n2p164

The Impact of Micro Teaching Lessons on Teacher Professional Skills: Some Reflections from South African Student Teachers

2020· article· en· W3110387532 on OpenAlexvenueno aff
Mothofela R. Msimanga

Bibliographic record

VenueInternational Journal of Higher Education · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicTeacher Education and Leadership Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMicroteachingCraftNonprobability samplingBachelorProfessional developmentPedagogyPsychologyFocus groupLesson studyTeacher educationExperiential learningMathematics educationMedical educationSociologyMedicinePolitical science

Abstract

fetched live from OpenAlex

Micro lessons in teacher education are intended to empower student teachers by developing skills which are necessary in their teaching careers. The study used student teachers’ reflections to explore how participation in micro lessons develops skills which are key in the teaching profession. Experiential learning theory was the theoretical framework for this study. Purposive sampling was used to select 14 fourth year Bachelor of Education student teachers. A focus group interview was used to collect data which was narratively analysed. The findings revealed that micro lesson presentations can develop student teachers’ skills when there are different forms of progression in micro lesson presentations; micro lesson presentations should progress from friendship groupings, random groupings, and peer presentations. Participation in micro lessons develops teacher professional skills such as lesson planning, craft of teaching, how to use resources, reflection, decision making, time management, responsibility and professional conduct.

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 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)0.001
metaresearch head score (Gemma)0.001
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 score0.552
Threshold uncertainty score0.437

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.119
GPT teacher head0.501
Teacher spread0.382 · 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 teacher head, 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

Citations30
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of Higher EducationSame topicTeacher Education and Leadership StudiesFrench-language works237,207