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Record W4293791757 · doi:10.35199/epde.2022.11

INVERTED CLASSROOM TO ENHANCE ENGAGEMENT AND CRITICAL THINKING

2022· article· en· W4293791757 on OpenAlexaff
Mithra Zahedi, Virginie Tessier, Sarah Tannir, Marie-Pier Aubry-Boyer

Bibliographic record

VenueDS 117: Proceedings of the 24th International Conference on Engineering and Product Design Education (E&PDE 2022), London South Bank University in London, UK. 8th - 9th September 2022 · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Technology Integration
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsComputer scienceCritical thinkingHuman–computer interactionMathematics educationPsychology

Abstract

fetched live from OpenAlex

The Flipped Classroom or Inverted Classroom Model (ICM) has been gaining increasing attention in recent years.This student-centred pedagogical approach has been practiced in various educational fields, but minimally in design pedagogy.The aim of ICM is to disrupt the passive approach of conventional learning.The model seeks to engage students actively in their learning experience and transform the classroom setting into a participative, creative and dynamic environment which, in return, can regenerate critical and innovative ways of thinking.The paper aims to explore the implementation of ICM within a graduate design course.More precisely, it seeks to understand the implications and influence of ICM on students' learning experience, engagement, and critical thinking.By analysing students' answer to a short online questionnaire, we discuss the challenges and benefits related to the organisational dynamics of an ICM course, some consequences on learning outcomes and teamwork, as well as specifics related to the teaching approach.These will eventually help in finding ways to improve ICM as an innovative pedagogical strategy for future graduate design courses.In the end, the study suggests that an ICM-inspired seminar can not only help foster critical thinking, and class engagement, but also help students to develop collaborative skills.The learning experience shared in this paper is an attempt to establish a framework for future design educational practices, coupling the teaching of theoretical notions with active learning experience -most typical to designers.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.729
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.034
GPT teacher head0.296
Teacher spread0.262 · 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.

Study designNot applicable
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

Citations1
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueDS 117: Proceedings of the 24th International Conference on Engineering and Product Design Education (E&PDE 2022), London South Bank University in London, UK. 8th - 9th September 2022Same topicEducation and Technology IntegrationFrench-language works237,207