MétaCan
Menu
Back to cohort
Record W2998127326 · doi:10.37074/jalt.2019.2.2.11

The power of critical thinking in learning and teaching. An interview with Professor Stephen D. Brookfield

2019· article· en· W2998127326 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueJournal of Applied Learning & Teaching · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Critical Thinking Development
Canadian institutionsnot available
Fundersnot available
KeywordsCritical thinkingPsychologyPower (physics)PedagogyMathematics educationThermodynamics

Abstract

fetched live from OpenAlex

In this wide-ranging interview, we discuss continuities and watersheds of Professor Stephen Brookfield’s world-renowned and massive contributions to Higher Education and Adult Education. While Brookfield’s work demonstrates a remarkable continuity in terms of multi-angled perspectives on critical thinking and democratisation, there are also some notable changes through the years, such as a turn to self-directed learning (in the 1980s), a focus on power dynamics (in the 1990s), a theoretical turn (heavily influenced by Critical Theory, at the turn of the century) and a turn towards the importance of race relations (in the noughties). The extensive interview includes discussions of Brookfield’s four lenses (students’ eyes, colleagues’ perceptions, theory and personal experience); the power of failure; credibility and authenticity as key criteria of being a good teacher; the inevitable omnipresence of power and an open, pragmatic approach to learning and teaching methods; the importance of feedback and assessment’s key role as learning; use and abuse of technology in the classroom; MOOCs not being a disruptive innovation; Higher Education’s potential as an agent of liberation and prevailing counter-forces; how educational institutions can encourage skillful and critically-reflected teaching; and the connection between art and pedagogy. Since beginning his teaching career in 1970, Stephen Brookfield has worked in England, Canada, Australia, and the U.S., teaching in a variety of adult, community, organisational and higher education settings (the latter include Harvard University and Columbia University). In his endeavour to help adults learn to think critically about the dominant ideologies they have internalised, Professor Brookfield has written, co-written or edited 19 books on adult learning, teaching, critical thinking, discussion methods, critical theory and teaching race.

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)0.011
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesResearch integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.430
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.003
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 head0.016
GPT teacher head0.339
Teacher spread0.323 · 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