Traditional Korean Medicine Services and Its Association with Knee Surgery and Opioid Use in Patients with Knee Osteoarthritis: A Nationwide Retrospective Study in Korea
Abstract
1. Introduction
2. Materials and Methods
2.1. Data Source
2.2. Study Population
2.3. Intervention
2.4. Outcome Measures
2.5. Statistical Analysis
3. Results
3.1. Baseline Statistics
3.2. Comparison of Knee Surgery and Opioid Use by TKMS Use
3.3. Sensitivity Analysis
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
CCI | Charlson comorbidity index |
CI | Confidence interval |
HIRA | Health Insurance Review and Assessment Service |
HR | Hazard ratio |
KM | Korean medicine |
KOA | Knee osteoarthritis |
PH | Proportional hazard |
PSM | Propensity score matching |
SMD | Standardized mean difference |
TKA | Total knee arthroplasty |
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n | Non-TKMS | TKMS | SMD | ||||
---|---|---|---|---|---|---|---|
n | % | n | % | ||||
Total N | 494,336 | 247,168 | 100.0 | 247,168 | 100.0 | - | |
Sex | Male | 124,083 | 62,052 | 25.1 | 62,031 | 25.1 | 0.00 |
Female | 370,253 | 185,116 | 74.9 | 185,137 | 74.9 | 0.00 | |
Age_group | <40 | 23,623 | 11,806 | 4.8 | 11,817 | 4.8 | 0.00 |
40–49 | 39,746 | 19,889 | 8.1 | 19,857 | 8.0 | 0.00 | |
50–59 | 99,842 | 49,921 | 20.2 | 49,921 | 20.2 | 0.00 | |
60–69 | 144,042 | 72,021 | 29.1 | 72,021 | 29.1 | 0.00 | |
70–79 | 141,196 | 70,547 | 28.5 | 70,649 | 28.6 | 0.00 | |
≥80 | 45,887 | 22,984 | 9.3 | 22,903 | 9.3 | 0.00 | |
Payer type | NHI | 494,336 | 247,168 | 100.0 | 247,168 | 100.0 | - |
CCI_group | 0 | 321,832 | 160,886 | 65.1 | 160,946 | 65.1 | 0.00 |
1 | 109,688 | 54,879 | 22.2 | 54,809 | 22.2 | 0.00 | |
≥ 2 | 62,816 | 31,403 | 12.7 | 31,413 | 12.7 | 0.00 | |
Total outpatient N | 2–5 | 293,374 | 146,687 | 59.4 | 146,687 | 59.4 | 0.00 |
6–11 | 142,445 | 71,247 | 28.8 | 71,198 | 28.8 | 0.00 | |
≥12 | 58,517 | 29,234 | 11.8 | 29,283 | 11.9 | 0.00 | |
F/u surgery survival event | No | 485,359 | 241,862 | 97.9 | 243,497 | 98.5 | −0.05 |
Yes | 8977 | 5306 | 2.2 | 3671 | 1.5 | 0.05 | |
F/u opioid use survival event | No | 405,320 | 194,298 | 78.6 | 211,022 | 85.4 | −0.18 |
Yes | 89,016 | 52,870 | 21.4 | 36,146 | 14.6 | 0.18 | |
F/u surgery or opioid use survival event | No | 404,195 | 193,657 | 78.4 | 210,538 | 85.2 | −0.18 |
Yes | 90,141 | 53,511 | 21.7 | 36,630 | 14.8 | 0.18 |
Variable | Knee Surgery | Opioid Use | Knee Surgery or Opioid Use | |||
---|---|---|---|---|---|---|
HR (95% CI) | p-Value | HR (95% CI) | p-Value | HR (95% CI) | p-Value * | |
TKMS use (ref. Non-TKMS) | ||||||
KM | 0.69 (0.66–0.72) | <0.0001 | 0.66 (0.65–0.66) | <0.0001 | 0.66 (0.65–0.67) | <0.0001 |
Multivariate model | ||||||
TKMS use (ref. Non-TKMS) | ||||||
KM | 0.69 (0.66–0.72) | <0.0001 | 0.65 (0.64–0.66) | <0.0001 | 0.65 (0.64–0.66) | <0.0001 |
Sex (ref. Male) | ||||||
Female | 1.25 (1.18–1.31) | <0.0001 | 1.23 (1.21–1.25) | <0.0001 | 1.22 (1.20–1.24) | <0.0001 |
Age (ref. <40) | ||||||
40–49 | 1.11 (0.96–1.28) | 0.1598 | 1.61 (1.51–1.71) | <0.0001 | 1.59 (1.49–1.69) | <0.0001 |
50–59 | 1.33 (1.17–1.50) | <0.0001 | 2.51 (2.37–2.66) | <0.0001 | 2.44 (2.31–2.58) | <0.0001 |
60–69 | 1.48 (1.30–1.67) | <0.0001 | 3.29 (3.11–3.48) | <0.0001 | 3.15 (2.98–3.33) | <0.0001 |
70–79 | 1.66 (1.47–1.88) | <0.0001 | 4.16 (3.92–4.40) | <0.0001 | 3.95 (3.74–4.17) | <0.0001 |
≥80 | 0.79 (0.67–0.91) | 0.0013 | 4.20 (3.96–4.45) | <0.0001 | 3.97 (3.75–4.20) | <0.0001 |
CCI (ref. 0) | ||||||
1 | 0.91 (0.86–0.95) | 0.0002 | 1.10 (1.08–1.12) | <0.0001 | 1.10 (1.08–1.11) | <0.0001 |
2 | 0.58 (0.54–0.62) | <0.0001 | 1.07 (1.05–1.09) | <0.0001 | 1.06 (1.04–1.08) | <0.0001 |
Total outpatient N (ref. 2–5) | ||||||
6–11 | 1.56 (1.49–1.63) | <0.0001 | 1.31 (1.29–1.33) | <0.0001 | 1.32 (1.30–1.34) | <0.0001 |
≥12 | 1.62 (1.52–1.72) | <0.0001 | 1.34 (1.32–1.37) | <0.0001 | 1.35 (1.32–1.38) | <0.0001 |
TKMS Use | Non-TKMS | |||||
---|---|---|---|---|---|---|
Matched Number | Event | Matched Number | Event | HR (95%CI) | p-Value * | |
n | n (%) | n | n (%) | |||
Knee surgery | ||||||
4 weeks | 235,249 | 3765 | 235,249 | 5493 | 0.68 (0.66–0.71) | <0.0001 |
8 weeks | 255,971 | 3601 | 255,971 | 5063 | 0.71 (0.68–0.74) | <0.0001 |
10 weeks | 262,747 | 3438 | 262,747 | 4833 | 0.71 (0.68–0.74) | < 0.0001 |
Opioid use | ||||||
4 weeks | 235,249 | 36,471 | 235,249 | 53,185 | 0.65 (0.64–0.66) | <0.0001 |
8 weeks | 255,971 | 35,429 | 255,971 | 52,005 | 0.65 (0.64–0.66) | <0.0001 |
10 weeks | 262,747 | 34,348 | 262,747 | 50,332 | 0.65 (0.64–0.66) | <0.0001 |
Surgery or opioid use | ||||||
4 weeks | 235,249 | 36,975 | 235,249 | 53,876 | 0.65 (0.64–0.66) | <0.0001 |
8 weeks | 255,971 | 35,890 | 255,971 | 52,616 | 0.65 (0.64–0.66) | <0.0001 |
10 weeks | 262,747 | 34,799 | 262,747 | 50,900 | 0.65 (0.65–0.66) | <0.0001 |
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Seok, H.W.; Go, H.-Y.; Ryu, W.-H.; Lee, Y.J.; Ha, I.-H.; Kim, D. Traditional Korean Medicine Services and Its Association with Knee Surgery and Opioid Use in Patients with Knee Osteoarthritis: A Nationwide Retrospective Study in Korea. J. Clin. Med. 2025, 14, 7152. https://doi.org/10.3390/jcm14207152
Seok HW, Go H-Y, Ryu W-H, Lee YJ, Ha I-H, Kim D. Traditional Korean Medicine Services and Its Association with Knee Surgery and Opioid Use in Patients with Knee Osteoarthritis: A Nationwide Retrospective Study in Korea. Journal of Clinical Medicine. 2025; 14(20):7152. https://doi.org/10.3390/jcm14207152
Chicago/Turabian StyleSeok, Hwang Woo, Ho-Yeon Go, Won-Hyung Ryu, Yoon Jae Lee, In-Hyuk Ha, and Doori Kim. 2025. "Traditional Korean Medicine Services and Its Association with Knee Surgery and Opioid Use in Patients with Knee Osteoarthritis: A Nationwide Retrospective Study in Korea" Journal of Clinical Medicine 14, no. 20: 7152. https://doi.org/10.3390/jcm14207152
APA StyleSeok, H. W., Go, H.-Y., Ryu, W.-H., Lee, Y. J., Ha, I.-H., & Kim, D. (2025). Traditional Korean Medicine Services and Its Association with Knee Surgery and Opioid Use in Patients with Knee Osteoarthritis: A Nationwide Retrospective Study in Korea. Journal of Clinical Medicine, 14(20), 7152. https://doi.org/10.3390/jcm14207152