Ethical attribute and brand concept congruity enhances brand evaluations
Bibliographic record
Abstract
Purpose This paper aims to examine to what extent congruity between ethical attributes (i.e. product attributes with positive implications for the environment, human rights, social issues and animal welfare) and brand concept (i.e. the unique meaning associated with a brand in consumers’ minds) influences consumers’ evaluations of brands offering ethical attributes. Design/methodology/approach Four studies involving North American consumers empirically tested the moderation effect of brand concept on consumer evaluations of ethical attributes and the mediating role of perceived congruity. Findings This research finds an interactive effect of ethical attribute type and brand concept on brand evaluations, such that congruent ethical attribute–brand concept pairings (i.e. a utilitarian [symbolic] ethical attribute offered by a brand with a utilitarian [symbolic] brand concept) result in more favorable brand evaluations (Studies 1, 2, 3 and 4). Consumers’ perceptions of congruity between ethical attributes and brand concepts mediate this interactive effect (Studies 2 and 3). Moreover, a positive congruity effect of ethical attributes and brand concepts emerges at higher levels of conspicuous brand consumption (Study 4). Research limitations/implications It is important to acknowledge that the current research did not specifically consider the case of utilitarian and symbolic ethical attribute offerings by luxury brands. This is a question that is left to future investigations. Practical implications For marketing managers, findings indicate that brands gain from ethical attribute introductions only when these attributes are congruent with the brand concept. In addition, brands benefit to a greater extent from offering congruent ethical attributes when brand consumption is conspicuous. Originality/value The findings of this research contribute to the literature on the effect of ethical attributes on consumers’ responses to brands and highlight the importance of brands’ choice of ethical attributes.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.017 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".