Big Five Personality Traits and Brand Evangelism
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
The objective of the study is to understand the relationships between each of the Big Five Personality Traits and the concept of brand evangelism. The hypotheses tested are whether brand evangelism relates to each of the Big 5 Personality Traits consisting of extraversion, openness, conscientiousness, neuroticism and agreeableness. A brand evangelist frequently exhibits a strong desire to influence consumption behavior. The research method of this study was based on the implementation of 528 self-administered questionnaires. The results include descriptive characteristics, Cronbach’s alphas, correlations and a multivariate regression model for testing the hypotheses. The results of the overall regression model show significance. Brand evangelism is significantly related to extraversion, openness and neuroticism. Future research is also discussed as understanding these personality traits and what drives individuals with these traits to become brand evangelists can strengthen a company’s success with its brand(s).
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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