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Record W2022239369 · doi:10.1002/cb.112

A cross‐cultural assessment of attitudes regarding perceived breaches of ethical conduct by both parties in the business‐consumer dyad

2003· article· en· W2022239369 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Consumer Behaviour · 2003
Typearticle
Languageen
FieldDecision Sciences
TopicEthics in Business and Education
Canadian institutionsWilfrid Laurier University
Fundersnot available
KeywordsNationalityBusiness ethicsDyadCurriculumPsychologySocial psychologyCross-culturalMarketingSample (material)Public relationsPolitical scienceBusinessLawPedagogyImmigration

Abstract

fetched live from OpenAlex

Abstract Recent initiatives in business curricula have included emphases on global business and ethics. Using 28 scenarios which reflect potential concerns regarding the conduct of either business or a consumer, this research combines these issues by comparing the ethical predisposition of business students in Australia with their Canadian counterparts. A sample of 264 students indicated that students in both countries generally hold high expectations for the behaviour of business and consumers. Both groups exhibited quite similar views in relation to the 28 consumer and business‐related scenarios. When comparing Canadian students to Australian students, four significant differences were documented in the 14 scenarios which address the behaviour of business entities. The assessment of attitudes regarding questionable consumer actions provided even more homogeneity as only one statistically significant difference was identified. The study concludes by documenting a series of attitudinal differences on the part of groups defined not by nationality, but rather on the basis of gender or age. These demographic differences were more pronounced than were the differences across the two countries. Copyright © 2003 Henry Stewart Publications.

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)0.010
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.746

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
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 head0.275
GPT teacher head0.492
Teacher spread0.216 · 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