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
Purpose The purpose of this paper is to explore the interconnection between the corporatisation of K-beauty and Korea’s nation branding exercise and its links with soft power. Through the investigation of the transformation of Korea’s beauty industry, the authors seek to illustrate the inter-relationship of the market systems and national identification practices. Design/methodology/approach This study employed the qualitative case study approach to examine the latest development of Korea’s medical tourism. Through analysing a variety of secondary data that associated to the latest development of cosmetic tourism, this paper presents the impact of the transformation and reconfiguration of Korea’s beauty industry on the country’s nation branding strategy and the development of Korea’s soft power in the global marketplace. Findings The findings highlight how Korea’s new cosmetic tourism industry contributed to the renewal of Korea’s nation brand in the global market. The findings also illustrate the interconnection of the emerging Korean popular cultural products (K-pop and K-beauty) in the regional and global marketplace. Research limitations/implications The findings demonstrate the role of market in re-defining a nation’s brand and identity. The findings also illustrate how market-driven strategy influences the development of a nation’s soft power in the regional and/or global marketplace. Practical implications The study shows that practitioners can be active agents in nation branding. Through highlighting strategies to develop soft power within and beyond the country boundary, this study shows how market agents, governments and other stakeholders can co-create a market system that transform and reconfigure the nation brand in the global marketplace. Social implications In additional to explore the transformation of the beauty industry in Korea, this paper also presents the history and transformation of the beauty standards in Korea and other Asian cultures. Such dialogue invites marketing and consumer researchers to further explore the role of history and culture in guiding the production and consumption of new (consumption) standards. Originality/value This is the first paper that connects the theory of soft power in nation branding and country-of-origin literature. The case analysis of the socio-historical development of K-beauty also demonstrates how non-Western cultural goods enter the international marketplace. In summary, this paper provides new conceptual framework that illustrates a new collaborative mechanism that engages government and practitioners to co-create new cultural norms and standards to the local and international markets.
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 | 0.001 | 0.006 |
| 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