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Record W7064884300

Cultivating a Culture of Inquiry-Based Learning at McMaster University - Understanding Instructor Perspectives

2024· dissertation· en· W7064884300 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueMacSphere (McMaster University) · 2024
Typedissertation
Languageen
FieldEngineering
TopicElectromagnetic Compatibility and Measurements
Canadian institutionsnot available
FundersMcMaster University
KeywordsCurriculumThematic analysisNormativeHigher educationCurriculum developmentQualitative researchCommission
DOInot available

Abstract

fetched live from OpenAlex

The Boyer Commission report (1998) argued that normative educational approaches to higher education deprive undergraduates of opportunities for substantial intellectual engagement and rely too heavily on ‘knowledge transfer’ as the principal mode of teaching. In response, they advocated for the use of inquiry-based methods to foster intellectual stimulation and excitement for learning and discovery, and remove barriers to interdisciplinarity (1998). A central challenge in the development of interdisciplinary educational enterprises, such as the adoption of an inquiry-based approach, is the cultivation of a shared vision across disciplines with different norms of discourse, epistemology, and pedagogy (Mahony, 2003). Using semi-structured interviews and qualitative thematic analysis, we examined how inquiry-based pedagogy is understood by faculty members from established undergraduate programs at McMaster University as well as those involved in the development of a new interdisciplinary program employing inquiry-based approaches. The key questions addressed in this study are: How do faculty members from different disciplines understand inquiry-based pedagogy, and what factors are associated with long-term sustainability of inquiry-based curricula in higher education? Four key themes were identified in this analysis including 1) guiding tenets of inquiry-based learning, 2) inquiry environment, 3) inquiry as a programmatic ethos, and 4) inquiry as subversion/resistance. From this analysis, this research was able to articulate instructors’ understanding of inquiry-based pedagogy, discussing common themes and challenges, highlighting the connections to critical pedagogy, and identifying factors such as curricular design, collaboration among staff and support from administration that have contributed to the sustainability of this approach at McMaster University

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.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.263
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0170.000

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 head0.026
GPT teacher head0.211
Teacher spread0.186 · 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