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Record W6982557482

Integrative Reflective Practice in Canada and Australia: Enhancing Legal Education, Pedagogy, and Professionalism

2023· dissertation· en· W6982557482 on OpenAlexaboutno aff

Bibliographic record

VenueQSpace (Queen's University Library) · 2023
Typedissertation
Languageen
FieldSocial Sciences
TopicLegal Education and Practice Innovations
Canadian institutionsnot available
Fundersnot available
KeywordsReflective practiceValue (mathematics)ScholarshipReflection (computer programming)Legal educationProfessional developmentLegal professionLegal practiceProfessional learning communityFace (sociological concept)
DOInot available

Abstract

fetched live from OpenAlex

The need to reimagine legal education as a more vibrant, engaging, and rigorous professional learning experience has become a pedagogical imperative for Canadian law schools. A stronger culture of reflective inquiry and professionalism within the legal profession has also become essential. To be better prepared to face a myriad of interconnected and complex challenges, twenty-first century legal professionals need to strengthen their capacity to be systematically and constructively reflective. Law has been slow to recognize the pedagogical value of reflective practice, with the result that it has been under-theorized, under-valued, and under-utilized across the entire professional learning spectrum. This contrasts significantly with a growing body of theoretical, empirical, and applied scholarship recognizing its value in all other professions. To address the lacuna in legal education pedagogy and scholarship, this dissertation explores why and how reflective practice should be cultivated as an important professional competency during law school. Using a multiple case study methodology that included interviews with more than 50 legal educators, I compare and contrast how reflective practice is understood and implemented in Canadian and Australian legal education. Micro, meso, and macro influences favouring reflective practice as a professional competency for both educators and students are discerned. I identify ten types of benefits for students, as well as seven variations of opportunities and catalysts for introducing it and 15 categories of pedagogical methods. A theoretical framework for integrative reflective professionalism is proposed to guide implementation efforts. To explain how different domains or dimensions of reflection (on learning/practice, self, critical, collective, and integrative) can be nurtured, research findings from other professions and US and UK legal education scholarship, coupled with discoveries from the case studies, are presented and curated. A synthesis of the findings informs recommendations for reimagining legal education by implementing a pedagogy of reflection iteratively across the curriculum, including perils and pitfalls to be avoided. The micro, meso and macro factors that might best enable its acceptance as a professional competency in law in Canada are identified. The capacity for disciplined and systematic integrative reflective practice will better equip future legal professionals to provide responsive, visionary, and ethical leadership on a myriad of issues, including access to justice and creating people-centred justice systems, and to respond to the dire reality of a future of unrelenting and disorienting change and increasing challenges to the rule of law.

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)0.015
metaresearch head score (Gemma)0.035
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.864
Threshold uncertainty score0.986

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0150.035
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.004
Science and technology studies0.0350.012
Scholarly communication0.0110.004
Open science0.0030.013
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0030.000

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 head0.020
GPT teacher head0.354
Teacher spread0.334 · 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 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

Citations0
Published2023
Admission routes1
Has abstractyes

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