, Su-Jin Cho2
, Myung-Il Hahm3, Danbee Kang4
, Seong Yong Park1
1Department of Thoracic and Cardiovascular Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
2Health Insurance Review & Assessment Service, Seoul, Korea
3Department of Health Administration and Management, Soonchunhyang University College of Medical Sciences, Asan, Korea
4Department of Clinical Research Design and Evaluation, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, Korea
Copyright © 2026 by the Korean Cancer Association
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Ethical Statement
This study was approved by the Institutional Review Board of Samsung Medical Center (SMC-2024-11-055), with informed consent waived owing to its retrospective design using de-identified data.
Author Contributions
Conceived and designed the analysis: Hahm MI, Park SY.
Collected the data: Cho SJ. Contributed data or analysis tools: Cho SJ, Kang D.
Performed the analysis: Park JB, Cho SJ.
Wrote the paper: Park JB.
Conflict of Interest
Conflict of interest relevant to this article was not reported.
Funding
This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (Ministry of Science and ICT) (No. RS-2025-00553825).
| Variable |
Hospital staya) |
In-hospital mortalityb) |
30-Day mortalityb) |
|||
|---|---|---|---|---|---|---|
| Coefficient | p-value | OR (95% CI) | p-value | OR (95% CI) | p-value | |
| Year | ||||||
| 2010-2012 | Reference | Reference | Reference | |||
| 2013-2016 | –1.758 | < 0.001 | 0.76 (0.64-0.91) | 0.003 | 0.75 (0.65-0.87) | < 0.001 |
| 2017-2020 | –3.044 | < 0.001 | 0.70 (0.59-0.84) | < 0.001 | 0.64 (0.55-0.74) | < 0.001 |
| 2021-2023 | –4.317 | < 0.001 | 0.50 (0.41-0.61) | < 0.001 | 0.49 (0.42-0.58) | < 0.001 |
| Sex | ||||||
| Male | Reference | Reference | Reference | |||
| Female | –2.201 | < 0.001 | 0.23 (0.19-0.28) | < 0.001 | 0.24 (0.21-0.29) | < 0.001 |
| Age (yr) | ||||||
| < 50 | Reference | Reference | Reference | |||
| 50-59 | 0.450 | 0.001 | 1.49 (0.78-2.85) | 0.232 | 1.35 (0.82-2.22) | 0.243 |
| 60-69 | 1.348 | < 0.001 | 4.44 (2.43-8.12) | < 0.001 | 3.66 (2.31-5.82) | < 0.001 |
| 70-79 | 2.571 | < 0.001 | 9.70 (5.32-17.70) | < 0.001 | 8.23 (5.20-13.03) | < 0.001 |
| ≥ 80 | 3.435 | < 0.001 | 18.02 (9.66-33.60) | < 0.001 | 15.96 (9.89-25.75) | < 0.001 |
| Insurance | ||||||
| Health insurance | Reference | Reference | Reference | |||
| Medical Aid | 2.430 | < 0.001 | 1.51 (1.22-1.86) | < 0.001 | 1.61 (1.35-1.91) | < 0.001 |
| CCI | ||||||
| < 2 | Reference | Reference | Reference | |||
| 3-4 | –0.567 | < 0.001 | 1.09 (0.92-1.30) | 0.334 | 1.12 (0.97-1.29) | 0.139 |
| 5-6 | –0.034 | 0.730 | 1.46 (1.21-1.76) | 0.001 | 1.43 (1.22-1.67) | < 0.001 |
| ≥ 7 | 0.834 | < 0.001 | 1.89 (1.56-2.28) | < 0.001 | 1.95 (1.67-2.29) | < 0.001 |
| Preoperative Tx. | ||||||
| Upfront | Reference | Reference | Reference | |||
| NeoCTx | 0.812 | < 0.001 | 1.55 (1.14-2.11) | 0.005 | 1.61 (1.25-2.09) | < 0.001 |
| NeoCCRTx | 1.281 | < 0.001 | 2.21 (1.67-2.93) | < 0.001 | 2.24 (1.85-2.97) | < 0.001 |
| Surgical approach | ||||||
| Open | Reference | Reference | Reference | |||
| VATS | –3.251 | < 0.001 | 0.61 (0.53-0.70) | < 0.001 | 0.56 (0.50-0.63) | < 0.001 |
| Surgical extent | ||||||
| Wedge resection | Reference | Reference | Reference | |||
| Segmentectomy | 1.017 | < 0.001 | 1.10 (0.75-1.62) | 0.614 | 0.87 (0.65-1.15) | 0.324 |
| Lobectomy | 2.750 | < 0.001 | 2.37 (1.85-3.03) | < 0.001 | 1.56 (1.31-1.86) | < 0.001 |
| Pneumonectomy | 7.070 | < 0.001 | 8.31 (6.10-11.31) | < 0.001 | 4.82 (3.79-6.13) | < 0.001 |
| Hospital type | ||||||
| Tertiary | Reference | Reference | Reference | |||
| General | 3.494 | < 0.001 | 1.68 (1.48-1.91) | < 0.001 | 1.62 (1.46-1.81) | < 0.001 |
| Region | ||||||
| Provinces | Reference | Reference | Reference | |||
| Metropolitan | –2.420 | < 0.001 | 0.65 (0.57-0.74) | < 0.001 | 0.66 (0.59-0.73) | < 0.001 |
| Administrative division type | ||||||
| District | Reference | Reference | Reference | |||
| City | 0.503 | < 0.001 | 0.96 (0.83-1.10) | 0.535 | 0.95 (0.85-1.07) | 0.416 |
| County | 0.186 | 0.227 | 0.87 (0.68-1.11) | 0.257 | 0.92 (0.75-1.12) | 0.396 |
| Year |
|||||||
|---|---|---|---|---|---|---|---|
| 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | |
| Total No. | 4,487 | 5,347 | 5,880 | 6,417 | 7,182 | 8,214 | 9,037 |
| Female sex | 1,435 (32.0) | 1,834 (34.3) | 2,154 (36.6) | 2,318 (36.1) | 2,590 (37.8) | 2,731 (38.0) | 3,259 (39.7) |
| Age (yr) | |||||||
| < 40 | 86 (1.9) | 101 (1.9) | 96 (1.6) | 102 (1.6) | 110 (1.6) | 102 (1.4) | 136 (1.7) |
| 40-49 | 330 (7.4) | 380 (7.1) | 393 (6.7) | 395 (6.2) | 422 (6.2) | 441 (6.1) | 470 (5.7) |
| 50-59 | 1,028 (22.9) | 1,337 (25.0) | 1,334 (22.7) | 1,538 (24.0) | 1,625 (23.7) | 1,599 (22.3) | 1,846 (22.5) |
| 60-69 | 1,772 (39.5) | 2,033 (38.0) | 2,233 (38.0) | 2,344 (36.5) | 2,460 (35.9) | 2,641 (36.8) | 3,046 (37.1) |
| 70-79 | 1,180 (26.3) | 1,394 (26.1) | 1,667 (28.4) | 1,867 (29.1) | 2,032 (29.7) | 2,165 (30.1) | 2,433 (29.6) |
| ≥ 80 | 91 (2.0) | 102 (1.9) | 157 (2.7) | 171 (2.7) | 196 (2.9) | 234 (3.3) | 283 (3.4) |
| Insurance | |||||||
| Health insurance | 4,293 (95.7) | 5,106 (95.5) | 5,612 (95.4) | 6,119 (95.4) | 6,558 (95.8) | 6,857 (95.5) | 7,886 (96.0) |
| Medical Aid | 194 (4.3) | 241 (4.5) | 268 (4.6) | 298 (4.6) | 287 (4.2) | 325 (4.5) | 328 (4.0) |
| CCI | |||||||
| < 2 | 1,647 (36.7) | 2,018 (37.7) | 2,123 (36.1) | 2,253 (35.1) | 2,320 (33.9) | 2,298 (32.0) | 2,475 (30.1) |
| 3-4 | 1,618 (36.1) | 2,032 (38.0) | 2,317 (39.4) | 2,559 (39.9) | 2,774 (40.5) | 2,943 (41.0) | 3,246 (39.5) |
| 5-6 | 820 (18.3) | 884 (16.5) | 957 (16.3) | 1,085 (16.9) | 1,101 (16.1) | 1,243 (17.3) | 1,583 (19.3) |
| ≥ 7 | 402 (9.0) | 413 (7.7) | 483 (8.2) | 520 (8.1) | 650 (9.5) | 698 (9.7) | 910 (11.1) |
| Preoperative Tx. | |||||||
| Upfront | 4,228 (94.2) | 5,054 (94.5) | 5,575 (94.8) | 6,096 (95.0) | 6,519 (95.2) | 6,887 (95.9) | 7,894 (96.1) |
| NeoCTx | 159 (3.5) | 165 (3.1) | 163 (2.8) | 167 (2.6) | 169 (2.5) | 137 (1.9) | 131 (1.6) |
| NeoCCRTx | 100 (2.2) | 128 (2.4) | 142 (2.4) | 154 (2.4) | 157 (2.3) | 158 (2.2) | 189 (2.3) |
| Surgical approach | |||||||
| Open | 2,077 (46.3) | 2,037 (38.1) | 1,958 (33.3) | 1,687 (26.3) | 1,489 (21.8) | 1,242 (17.3) | 1,143 (13.9) |
| VATS | 2,410 (53.7) | 3,310 (61.9) | 3,922 (66.7) | 4,730 (73.7) | 5,356 (78.2) | 5,940 (82.7) | 7,071 (86.1) |
| Surgical extent | |||||||
| Wedge resection | 402 (9.0) | 491 (9.2) | 583 (9.9) | 752 (11.7) | 790 (11.5) | 804 (11.2) | 854 (10.4) |
| Segmentectomy | 136 (3.0) | 152 (2.8) | 229 (3.9) | 275 (4.3) | 459 (6.7) | 514 (7.2) | 673 (8.2) |
| Lobectomy | 3,710 (82.7) | 4,443 (83.1) | 4,820 (82.0) | 5,163 (80.5) | 5,385 (78.7) | 5,638 (78.5) | 6,487 (79.0) |
| Pneumonectomy | 239 (5.3) | 261 (4.9) | 248 (4.2) | 227 (3.5) | 211 (3.1) | 226 (3.1) | 200 (2.4) |
| Hospital type | |||||||
| Tertiary | 3,407 (75.9) | 3,820 (71.4) | 4,414 (75.1) | 4,888 (76.2) | 5,280 (77.1) | 5,714 (79.6) | 6,544 (79.7) |
| General | 1,080 (24.1) | 1,527 (28.6) | 1,466 (24.9) | 1,529 (23.8) | 1,565 (22.9) | 1,468 (20.4) | 1,670 (20.3) |
| Region | |||||||
| Provinces | 1,052 (23.4) | 1,297 (24.3) | 1,576 (26.8) | 1,643 (25.6) | 1,711 (25.0) | 1,751 (24.4) | 2,010 (24.5) |
| Metropolitan | 3,435 (76.6) | 4,050 (75.7) | 4,304 (73.2) | 4,774 (74.4) | 5,134 (75.0) | 5,431 (75.6) | 6,204 (75.5) |
| Administrative division type | |||||||
| District | 3,267 (72.8) | 3,738 (69.9) | 4,195 (71.3) | 4,679 (72.9) | 5,096 (74.4) | 5,193 (72.3) | 5,913 (72.0) |
| City | 1,066 (23.8) | 1,319 (24.7) | 1,305 (22.2) | 1,329 (20.7) | 1,383 (20.2) | 1,568 (21.8) | 1,810 (22.0) |
| County | 154 (3.4) | 290 (5.4) | 380 (6.5) | 409 (6.4) | 366 (5.3) | 421 (5.9) | 491 (6.0) |
| Total No. | 9,037 | 10,050 | 10,987 | 10,915 | 12,399 | 12,840 | 13,734 |
| Female sex | 3,591 (39.7) | 4,214 (41.9) | 4,645 (42.3) | 4,561 (41.8) | 5,392 (43.5) | 5,765 (44.9) | 6,135 (44.7) |
| Age (yr) | |||||||
| < 40 | 120 (1.3) | 138 (1.4) | 160 (1.5) | 149 (1.4) | 181 (1.5) | 207 (1.6) | 183 (1.3) |
| 40-49 | 528 (5.8) | 550 (5.5) | 545 (5.0) | 533 (4.9) | 588 (4.7) | 645 (5.0) | 628 (4.6) |
| 50-59 | 1,940 (21.5) | 1,964 (19.5) | 2,099 (19.1) | 1,961 (18.0) | 2,139 (17.3) | 2,097 (16.3) | 2,151 (15.7) |
| 60-69 | 3,301 (36.5) | 3,762 (37.4) | 4,238 (38.6) | 4,144 (38.0) | 4,852 (39.1) | 5,007 (39.0) | 5,473 (39.9) |
| 70-79 | 2,773 (30.7) | 3,164 (31.5) | 3,445 (31.4) | 3,588 (32.9) | 3,949 (31.8) | 4,098 (31.9) | 4,442 (32.3) |
| ≥ 80 | 375 (4.1) | 472 (4.7) | 500 (4.6) | 540 (4.9) | 690 (5.6) | 786 (6.1) | 857 (6.2) |
| Insurance | |||||||
| Health insurance | 8,609 (95.3) | 9,573 (95.3) | 10,460 (95.2) | 10,376 (95.1) | 11,791 (95.1) | 12,219 (95.2) | 13,070 (95.2) |
| Medical Aid | 428 (4.7) | 477 (4.7) | 527 (4.8) | 539 (4.9) | 608 (4.9) | 621 (4.8) | 664 (4.8) |
| CCI | |||||||
| < 2 | 2,718 (30.1) | 2,701 (26.9) | 3,044 (27.7) | 3,104 (28.4) | 3,747 (30.2) | 3,720 (29.0) | 3,973 (28.9) |
| 3-4 | 3,657 (40.5) | 4,353 (43.3) | 4,445 (40.5) | 4,264 (39.1) | 4,746 (38.3) | 4,719 (36.8) | 4,914 (35.8) |
| 5-6 | 1,615 (17.9) | 1,821 (18.1) | 2,109 (19.2) | 2,059 (18.9) | 2,286 (18.4) | 2,286 (17.8) | 2,464 (17.9) |
| ≥ 7 | 1,047 (11.6) | 1,175 (11.7) | 1,389 (12.6) | 1,488 (13.6) | 1,620 (13.1) | 2,115 (16.5) | 2,383 (17.4) |
| Preoperative Tx. | |||||||
| Upfront | 8,660 (95.8) | 9,701 (96.5) | 10,621 (96.7) | 10,586 (97.0) | 12,063 (97.3) | 12,533 (97.6) | 13,481 (98.2) |
| NeoCTx | 173 (1.9) | 161 (1.6) | 162 (1.5) | 155 (1.4) | 132 (1.1) | 154 (1.2) | 146 (1.1) |
| NeoCCRTx | 204 (2.3) | 188 (1.9) | 204 (1.9) | 174 (1.6) | 204 (1.6) | 153 (1.2) | 107 (0.8) |
| Surgical approach | |||||||
| Open | 1,030 (11.4) | 879 (8.7) | 821 (7.5) | 636 (5.8) | 587 (4.7) | 335 (2.6) | 291 (2.1) |
| VATS | 8,007 (88.6) | 9,171 (91.3) | 10,166 (92.5) | 10,279 (94.2) | 11,812 (95.3) | 12,505 (97.4) | 13,443 (97.9) |
| Surgical extent | |||||||
| Wedge resection | 1,107 (12.2) | 1,393 (13.9) | 1,725 (15.7) | 1,719 (15.7) | 2,073 (16.7) | 2,190 (17.1) | 2,535 (18.5) |
| Segmentectomy | 722 (8.0) | 912 (9.1) | 1,094 (10.0) | 1,228 (11.3) | 1,605 (12.9) | 1,965 (15.3) | 2,461 (17.9) |
| Lobectomy | 7,010 (77.6) | 7,571 (75.3) | 7,994 (72.8) | 7,835 (71.8) | 8,599 (69.4) | 8,580 (66.8) | 8,663 (63.1) |
| Pneumonectomy | 198 (2.2) | 174 (1.7) | 174 (1.6) | 133 (1.2) | 122 (1.0) | 105 (0.8) | 75 (0.5) |
| Hospital type | |||||||
| Tertiary | 7,175 (79.4) | 8,025 (79.9) | 8,674 (78.9) | 8,732 (80.0) | 10,203 (82.3) | 10,540 (82.1) | 11,254 (81.9) |
| General | 1,862 (20.6) | 2,025 (20.1) | 2,313 (21.1) | 2,183 (20.0) | 2,196 (17.7) | 2,300 (17.9) | 2,480 (18.1) |
| Region | |||||||
| Provinces | 2,204 (24.4) | 2,460 (24.5) | 2,704 (24.6) | 2,797 (25.6) | 3,133 (25.3) | 3,128 (24.4) | 3,237 (23.6) |
| Metropolitan | 6,833 (75.6) | 7,590 (75.5) | 8,283 (75.4) | 8,118 (74.4) | 9,266 (74.7) | 9,712 (75.6) | 10,497 (76.4) |
| Administrative division type | |||||||
| District | 6,495 (71.9) | 7,132 (71.0) | 7,777 (70.8) | 7,704 (70.6) | 8,852 (71.4) | 9,169 (71.4) | 9,818 (71.5) |
| City | 2,001 (22.1) | 2,299 (22.9) | 2,566 (23.4) | 2,553 (23.4) | 2,835 (22.9) | 2,952 (23.0) | 3,179 (23.1) |
| County | 541 (6.0) | 619 (6.2) | 644 (5.9) | 658 (6.0) | 712 (5.7) | 719 (5.6) | 737 (5.4) |
| Variable | Hospital stay |
In-hospital mortality |
30-Day mortality |
|||
|---|---|---|---|---|---|---|
| Coefficient | p-value | OR (95% CI) | p-value | OR (95% CI) | p-value | |
| Year | ||||||
| 2010-2012 | Reference | Reference | Reference | |||
| 2013-2016 | –1.758 | < 0.001 | 0.76 (0.64-0.91) | 0.003 | 0.75 (0.65-0.87) | < 0.001 |
| 2017-2020 | –3.044 | < 0.001 | 0.70 (0.59-0.84) | < 0.001 | 0.64 (0.55-0.74) | < 0.001 |
| 2021-2023 | –4.317 | < 0.001 | 0.50 (0.41-0.61) | < 0.001 | 0.49 (0.42-0.58) | < 0.001 |
| Sex | ||||||
| Male | Reference | Reference | Reference | |||
| Female | –2.201 | < 0.001 | 0.23 (0.19-0.28) | < 0.001 | 0.24 (0.21-0.29) | < 0.001 |
| Age (yr) | ||||||
| < 50 | Reference | Reference | Reference | |||
| 50-59 | 0.450 | 0.001 | 1.49 (0.78-2.85) | 0.232 | 1.35 (0.82-2.22) | 0.243 |
| 60-69 | 1.348 | < 0.001 | 4.44 (2.43-8.12) | < 0.001 | 3.66 (2.31-5.82) | < 0.001 |
| 70-79 | 2.571 | < 0.001 | 9.70 (5.32-17.70) | < 0.001 | 8.23 (5.20-13.03) | < 0.001 |
| ≥ 80 | 3.435 | < 0.001 | 18.02 (9.66-33.60) | < 0.001 | 15.96 (9.89-25.75) | < 0.001 |
| Insurance | ||||||
| Health insurance | Reference | Reference | Reference | |||
| Medical Aid | 2.430 | < 0.001 | 1.51 (1.22-1.86) | < 0.001 | 1.61 (1.35-1.91) | < 0.001 |
| CCI | ||||||
| < 2 | Reference | Reference | Reference | |||
| 3-4 | –0.567 | < 0.001 | 1.09 (0.92-1.30) | 0.334 | 1.12 (0.97-1.29) | 0.139 |
| 5-6 | –0.034 | 0.730 | 1.46 (1.21-1.76) | 0.001 | 1.43 (1.22-1.67) | < 0.001 |
| ≥ 7 | 0.834 | < 0.001 | 1.89 (1.56-2.28) | < 0.001 | 1.95 (1.67-2.29) | < 0.001 |
| Preoperative Tx. | ||||||
| Upfront | Reference | Reference | Reference | |||
| NeoCTx | 0.812 | < 0.001 | 1.55 (1.14-2.11) | 0.005 | 1.61 (1.25-2.09) | < 0.001 |
| NeoCCRTx | 1.281 | < 0.001 | 2.21 (1.67-2.93) | < 0.001 | 2.24 (1.85-2.97) | < 0.001 |
| Surgical approach | ||||||
| Open | Reference | Reference | Reference | |||
| VATS | –3.251 | < 0.001 | 0.61 (0.53-0.70) | < 0.001 | 0.56 (0.50-0.63) | < 0.001 |
| Surgical extent | ||||||
| Wedge resection | Reference | Reference | Reference | |||
| Segmentectomy | 1.017 | < 0.001 | 1.10 (0.75-1.62) | 0.614 | 0.87 (0.65-1.15) | 0.324 |
| Lobectomy | 2.750 | < 0.001 | 2.37 (1.85-3.03) | < 0.001 | 1.56 (1.31-1.86) | < 0.001 |
| Pneumonectomy | 7.070 | < 0.001 | 8.31 (6.10-11.31) | < 0.001 | 4.82 (3.79-6.13) | < 0.001 |
| Hospital type | ||||||
| Tertiary | Reference | Reference | Reference | |||
| General | 3.494 | < 0.001 | 1.68 (1.48-1.91) | < 0.001 | 1.62 (1.46-1.81) | < 0.001 |
| Region | ||||||
| Provinces | Reference | Reference | Reference | |||
| Metropolitan | –2.420 | < 0.001 | 0.65 (0.57-0.74) | < 0.001 | 0.66 (0.59-0.73) | < 0.001 |
| Administrative division type | ||||||
| District | Reference | Reference | Reference | |||
| City | 0.503 | < 0.001 | 0.96 (0.83-1.10) | 0.535 | 0.95 (0.85-1.07) | 0.416 |
| County | 0.186 | 0.227 | 0.87 (0.68-1.11) | 0.257 | 0.92 (0.75-1.12) | 0.396 |
Values are presented as number (%). CCI, Charlson comorbidity index; CCRTx, concurrent chemoradiotherapy; CTx, chemotherapy; Tx, treatment; VATS, video-assisted thoracoscopic surgery.
CCI, Charlson comorbidity index; CCRTx, concurrent chemoradiotherapy; CI, confidence interval; CTx, chemotherapy; OR, odds ratio; Tx, treatment; VATS, video-assisted thoracoscopic surgery. Multivariable linear regression, Multivariable logistic regression.
