Brands as Rivals: Consumer Pursuit of Distinctiveness and the Role of Brand Anthropomorphism
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.
Bibliographic record
Abstract
Abstract Although past research has shown that anthropomorphism enhances consumers’ attraction to a brand when social-connectedness or effectance motives are active, the current research demonstrates that anthropomorphizing a brand becomes a detrimental marketing strategy when consumers’ distinctiveness motives are salient. Four studies show that anthropomorphizing a brand positioned to be distinctive diminishes consumers’ sense of agency in identity expression. As a result, when distinctiveness goals are salient, consumers are less likely to evaluate anthropomorphized (vs. nonanthropomorphized) brands favorably and are less likely to choose them to express distinctiveness. This negative effect of brand anthropomorphism, however, is contingent on the brand’s positioning strategy—brand-as-supporter (supporting consumers’ desires to be different) versus brand-as-agent (communicating unique brand features instead of focusing on consumers’ needs) versus brand-as-controller (limiting consumers’ freedom in expressing distinctiveness). Our results demonstrate that an anthropomorphized brand-as-supporter enhances consumers’ sense of agency in identity expression, compared to both an anthropomorphized brand-as-agent and an anthropomorphized brand-as-controller. In turn, enhancing or thwarting consumers’ sense of agency in expressing their differences from others drives the differential impact of anthropomorphizing a brand positioned to be distinctive.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.004 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it