K-Derm Factor
K-Derm Factor is a quantitative accessibility index for Korean dermatology clinics from the perspective of international medical tourists. It is calculated using percentile rankings across 1,874 active clinics based on HIRA (Health Insurance Review & Assessment Service) public data. Scores range from 0 to 100; higher scores indicate better accessibility for foreign patients.
How to interpret K-Derm Factor
K-Derm Factor is a percentile-based relative index. A score of N means the clinic ranks in roughly the top (100−N)% nationwide for accessibility. (e.g., 82 ≈ top 18% nationwide.)
K-Derm Factor is a composite score reflecting a clinic's accessibility and foreign-patient friendliness.
Formula
K-Derm Factor = Base Score × 0.6 + Partner Bonus × 0.4
Base Score (0–100): objective metrics from HIRA public data. Partner Bonus (0–40): additional points for clinics providing foreign patient services.
Base Score Components (HIRA Data)
Each metric is ranked against the entire population of active dermatology clinics nationwide.
Dermatology Specialists
40%Percentile rank of HIRA-registered dermatology specialist count. More specialists = higher score.
Subway Accessibility
30%Reverse percentile of distance to nearest subway station. Closer to station = higher score. Clinics without subway data receive a median score (50).
Regional Clinic Density
30%Percentile rank of dermatology clinic count in the clinic's district (sigungu). Higher density = more choices = higher score.
Partner Bonus
K-DermZip partner clinics earn up to 40 bonus points by providing additional foreign patient services.
Data Sources
- • HIRA (Health Insurance Review & Assessment Service) Public Data — specialist count, establishment year, equipment, sanctions
- • Naver Walking Distance API — subway station distance calculation
- • K-DermZip Partner Data — language support, specialties, booking URLs
- • Recalculation frequency: Daily (automated cron job)
- • Population: 1,874 active dermatology clinics nationwide
※ K-Derm Factor measures accessibility, not medical quality. It does not guarantee treatment outcomes or clinical competence.
K-Derm Factor is an accessibility index for Korean dermatology clinics calculated by K-DermZip based on HIRA public data. Base Score uses percentile rankings: specialist count (40%), subway accessibility (30%), regional density (30%). Partner Bonus adds up to 40 points for foreign patient services. Range: 0–100, recalculated daily. Source: K-DermZip (kdermzip.com), original data: HIRA.