MétaCan
Menu
Back to cohort
Record W3169501030

Critiquing Instrumentalism in High Education: Lessons from Teaching as a Meditative Inquiry

2021· article· en· W3169501030 on OpenAlexafffundabout
Ashwani Kumar, Nayha Acharya

Bibliographic record

VenueeYLS (Yale Law School) · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Education and Practice Innovations
Canadian institutionsDalhousie UniversityMount Saint Vincent University
FundersUniversity at BuffaloState University of New York PlattsburghGöteborgs UniversitetUniversity of TorontoMonash UniversityUniversity of Technology SydneySouth Asian UniversityEastern Michigan UniversityFlinders UniversitySan José State UniversityLong Island UniversityUniversité du Québec en OutaouaisColgate UniversityManchester Metropolitan UniversityKennesaw State UniversityGeorgia State UniversityUniversity of ReginaMiddlesex UniversityPennsylvania State UniversityMurdoch UniversityAnglia Ruskin UniversityMontclair State UniversityDartmouth CollegeWashington State UniversityUniversity of PittsburghState University of New YorkUniversità degli Studi di Napoli Federico IIFederation University AustraliaUniversity of WashingtonArizona State UniversityNational and Kapodistrian University of AthensWest Virginia UniversityUniversity of East LondonWest Chester UniversityBoise State UniversityUniversity of Washington BothellUniversity of MissouriSan Diego State UniversityKent State UniversityUniversity of Massachusetts DartmouthUniversity of Pennsylvania
KeywordsSociologyInstrumentalismPedagogyHolistic educationTeaching methodMathematics educationEpistemologyPsychologyPhilosophy
DOInot available

Abstract

fetched live from OpenAlex

In this conceptual and self-reflective essay, the authors begin from the premise that the contemporary higher educational institutions in Canada and many other parts of the world have increasingly tended to focus on instrumental teaching, rooted in neoliberal and capitalist ideals of societal progress through economic development. The result is that higher education centralizes making students career ready, rather than the holistic development of the student. Critical of this, Ashwani Kumar (professor of Education) and Nayha Acharya (professor of Law), undertake a collaborative effort to discuss how Kumar’s theoretical and practical concept of teaching as meditative inquiry can be an antidote to instrumentalism in higher education. In the first part of this essay, Kumar describes his concept of teaching as meditative inquiry by unfolding its theoretical rooting and giving practical examples of how he has used this approach in his teacher education and graduate education courses as well as in his doctoral seminar in contemporary educational theory at Mount Saint Vincent University in Halifax, Nova Scotia. In the second part, Acharya narrates her experimentation with the teaching as meditative inquiry approach in her Alternative Dispute Resolution course, which she teaches at the Schulich School of Law, Dalhousie University, Halifax, Nova Scotia. Providing concrete examples from their experiences of using a meditative inquiry approach to teaching and learning, the authors describe 1) the value of giving students the space to discover their own intrinsic relationship with the subject matter being taught, 2) how passion, authenticity and creativity can be enabled in the classroom, and 3) the challenges of adopting teaching as meditative inquiry approach in the classroom.

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)0.011
metaresearch head score (Gemma)0.014
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.011
Threshold uncertainty score0.057

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.014
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0090.062
Scholarly communication0.0110.010
Open science0.0030.009
Research integrity0.0040.009
Insufficient payload (model declined to judge)0.0020.000

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 head0.047
GPT teacher head0.405
Teacher spread0.358 · 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 designTheoretical or conceptual
Domainnot available
GenreCommentary

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
Published2021
Admission routes3
Has abstractyes

Explore more

Same venueeYLS (Yale Law School)Same topicLegal Education and Practice InnovationsFrench-language works237,207