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Record W1568224823 · doi:10.47925/2005.125

Teaching Professional Ethics to Educators: Assessing the “Multiple Ethical Languages” Approach

2005· article· en· W1568224823 on OpenAlexaff
Daniel Vokey

Bibliographic record

VenuePhilosophy of education · 2005
Typearticle
Languageen
FieldHealth Professions
TopicEthics in medical practice
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsDiscernmentProfessional ethicsNormative ethicsEngineering ethicsCoachingMeta-ethicsInformation ethicsApplied ethicsPedagogyProfessional conductEthical codeSociologyPsychologyEpistemologyPolitical scienceLawPhilosophy

Abstract

fetched live from OpenAlex

In his article "Educational Ethics: Are We on the Right Track?" Jerry Coombs raises critical questions about two standard approaches to teaching professional ethics to educators, then proposes alternative ways in which such courses can help teachers and administrators enhance their capacity for sound practical judgment, that is, make the right decisions when faced with challenging moral situations in their practice.1 In this essay, I raise critical questions about a third way of designing professional ethics courses that has recently become popular, the "multiple ethical languages" approach, then introduce a theory and practice of improving practical judgment that I believe warrants exploration.The essay has three sections.In section one, I recap key points from the Coombs article to establish criteria for assessing professional ethics programs, then review how teaching ethical languages has been understood to improve practical judgment.In section two, I examine a text exemplifying the multiple ethical languages approach to show how coaching teachers and administrators in a range of ethical languages is not sufficient to help them improve their decision-making in the complex moral contexts of professional practice.In the third and final section, I propose, taking Robert Nash's reference to "moral discernment" 2 as my cue, that instructors of professional ethics courses should pay greater attention to the intuitive dimension of the theory-practice dialectic through which educational professionals -ourselves not least -might cultivate the conditions for sound practical judgment. COOMBS ON PROFESSIONAL ETHICS FOR EDUCATORSCiting research by James Wallace, Coombs reports that there are two kinds of ethical problems that educators and other professionals find particular vexatious: problems of relevance and problems of conflict.

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)0.046
metaresearch head score (Gemma)0.139
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.046
Threshold uncertainty score0.243

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0460.139
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0070.003
Science and technology studies0.0060.019
Scholarly communication0.0110.011
Open science0.0010.015
Research integrity0.0030.006
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 head0.167
GPT teacher head0.570
Teacher spread0.403 · 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 designObservational
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

Citations5
Published2005
Admission routes1
Has abstractyes

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