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Record W3147518156 · doi:10.1007/s10551-021-04790-8

Character-Infused Ethical Decision Making

2021· article· en· W3147518156 on OpenAlexaff
Brenda Nguyen, Mary Crossan

Bibliographic record

VenueJournal of Business Ethics · 2021
Typearticle
Languageen
FieldDecision Sciences
TopicEthics in Business and Education
Canadian institutionsWestern UniversityUniversity of Lethbridge
Fundersnot available
KeywordsVirtue ethicsBusiness ethicsCharacter (mathematics)VirtueMisconductPerspective (graphical)SociologyEngineering ethicsEpistemologyMoral characterField (mathematics)Quality of Life ResearchEthical decisionPolitical sciencePublic relationsComputer scienceLawPhilosophy

Abstract

fetched live from OpenAlex

Abstract Despite a growing body of research by management scholars to understand and explain failures in ethical decision making (EDM), misconduct prevails. Scholars have identified character, founded in virtue ethics, as an important perspective that can help to address the gap in organizational misconduct. While character has been offered as a valid perspective in EDM, current theorizing on how it applies to EDM has not been well developed. We thus integrate character, founded in virtue ethics, into Rest’s (1986) EDM model to reveal how shifting attention to the nature of the moral agent provides critical insights into decision making more broadly and EDM specifically. Virtue ethics provides a perspective on EDM that acknowledges and anticipates uncertainties, considers its contextual constraints, and contemplates the development of the moral agent. We thus answer the call by many scholars to integrate character in EDM in order to advance the understanding of the field and suggest propositions for how to move forward. We conclude with implications of a character-infused approach to EDM for future research.

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 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)0.022
metaresearch head score (Gemma)0.188
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.680
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0220.188
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.003
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.005
Insufficient payload (model declined to judge)0.0010.000

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 head0.410
GPT teacher head0.476
Teacher spread0.065 · 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 teacher head, not a consensus.

Study designOther design
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

Citations47
Published2021
Admission routes1
Has abstractyes

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