The Department Store in Hong Kong: Local Institutional Changes and the Concession Business Model
Bibliographic record
Abstract
As a declining retail format, how is the department store managing to survive in Hong Kong? How has it transformed itself in response to contemporary retail environments? Are these institutional transformations different from those observed in the US and Europe? In what ways are they different and how have they shaped local department stores? This essay explores these questions through examining recent institutional changes of department stores in Hong Kong. Data for this study were collected through qualitative observation, documentary analysis, and in-depth interviews of department store managers and consultants. I find that Hong Kong’s department stores have pursued a major and successful institutional transformation between 1998 and the present: they strategically abandon the conventional department store format and develop a concession-oriented one. I illustrate the special characteristics, structural benefits, and potentials problems of the concession-oriented department store format through analyses of the power relationship between concessionaire and department stores, the changing work processes in department stores, and the cost and risk implications of concessions in the contemporary retail context of Hong Kong.
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How this classification was reachedexpand
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".