Perceived values of luxury fashion brands—evidence from Indonesian Millennials
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 Consumers in the Association of Southeast Asian Nations (ASEAN) countries represent rapid growth, and they are anticipated to become next wave of important markets for luxury fashion sector. This empirical study aims to examine millennials’ perceptions towards luxury fashion brand values and how these influence their purchase intentions in Indonesia, the biggest market in the ASEAN. Through quantitative research, the primary data was collected from 301 self-completed online questionnaires. It is revealed that Indonesian millennials regard the consumption of luxury fashion brands as an investment. Meanwhile, ethical and sustainability issues have become increasingly important in consumers’ decisions to purchase luxury fashion brands. Based upon the value-based segmentation of luxury consumption, the present study recognizes that Indonesian millennials prioritize symbolic and financial values and seek conspicuousness in line with self-identity.
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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 | 0.000 | 0.000 |
| 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 | 0.001 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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