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23
Tables
Table 1 Characteristics of the patients before and after propensity score matching
Table 2 Outcomes after propensity score matching
Table 3 Sensitivity analysis between different postoperative periods
24
Figure Legends
Figure 1: Flowchart of patient recruitment
Figure 2: Annual number of laparoscopic and open inguinal hernia repair procedures
Supplementary Resources
Online resource 1 MEDIS-DC code for comorbidities
Online resource 2 Outcomes before propensity score matching
Online resource 3 Outcomes of propensity score matching in 2009-2015 and 2016-2020
Online resource 4 Sensitivity analysis with multilevel model
25
Figure 1 Flowchart of the patient recruitment
Patients who underwent IHR† for the first time except for cases of femoral hernia (n=24,471)
Excluded (n=8,743)
19 years and younger (n=4,498)
Other operation performed at the same time (n=2,713)
Emergency operation (n=523)
Recurrent operation (n=228)
Previous laparotomy or laparoscopic surgery (n=71)
Retropubic or robot-assisted laparoscopic radical prostatectomy (n=222)
No data (n=488)
Eligible patients (n=15,728)
LIHR‡ (n=6,512)
OIHR§ (n=9,216)
Propensity score matching
OIHR§ (n=6,060)
LIHR‡ (n=6,060)
†IHR=inguinal
hernia repair,
‡ LIHR=laparoscopic
§ OIHR=open
inguinal hernia repair
inguinal hernia repair
Figure 2 Annual number of laparoscopic and open inguinal hernia repair
N 1600
1400
1200
1000
800
600
400
200
2009
LIHR
15
OIHR‡ 87
2011
40
238
2012
83
503
LIHR=laparoscopic inguinal hernia repair,
‡ OIHR=open
2010
33
168
inguinal hernia repair
six months period
2013
166
740
2014
317
746
2015
488
998
2016 2017
791 1,060
1,109 1,271
2018 2019
1,276 1,512
1,347 1,355
2020
731
654
Table 1 Characteristics of the patients before and after propensity score matching
Before propensity score matching (n=15,728)
Laparoscopic (n=6,512)
Open (n=9,422)
After propensity score matching (n=12,120 )
Standardied difference
Laparoscopic (n=6,060)
Open (n=6,060)
Standardied difference
Sex male, n(%)
6,002 (92.2)
8,421 (91.4)
2.9
5,579 (92.1)
5,560 (91.8)
1.1
Age (years), mean (SD)†
52.6 (11.9)
53.0 (12.3)
3.6
52.4 (11.9)
52.6 (12.5)
1.1
909 (14.0)
449 (4.9)
31.5
515 (8.5)
413 (6.8)
5.8
Myocardial infarction
30 (0.5)
80 (0.9)
29 (0.5)
32 (0.5)
Congestive heart failure
15 (0.2)
36 (0.4)
15 (0.2)
18 (0.3)
0.9
hernia, n(%)
Bilateral
Comorbidities, n(%)
358 (5.5)
568 (6.2)
2.8
337 (5.6)
351 (5.8)
Chronic obstructive pulmonary disease
1,169 (18.0)
1,480 (16.1)
1,072 (17.7)
1,015 (16.7)
2.5
Mild liver disease
1,025 (15.7)
1,408 (15.3)
1.3
958 (15.8)
919 (15.2)
1.8
191 (2.9)
272 (3.0)
0.1
179 (3.0)
179 (3.0)
146 (2.2)
232 (2.5)
1.8
138 (2.3)
135 (2.2)
0.3
Renal disease
85 (1.3)
182 (2.0)
5.3
82 (1.4)
95 (1.6)
1.7
Cancer
184 (2.8)
482 (5.2)
12.3
184 (3.0)
191 (3.2)
0.6
0 (0-1)
0 (0-1)
6.6
0 (0-1)
0 (0-1)
0.7
Corticosteroid
497 (7.6)
377 (4.1)
15
393 (6.5)
318 (5.2)
5.3
Anticoagulant
311 (4.8)
586 (6.4)
303 (5.0)
328 (5.4)
1.8
392 (6.0)
481 (5.2)
3.5
358 (5.9)
334 (5.5)
1.7
0-19
559 (8.6)
1,248 (13.5)
15.9
557 (9.2)
650 (10.7)
4.9
20-99
211 (3.2)
611 (6.6)
15.7
211 (3.5)
209 (3.4)
0.2
100-199
826 (12.7)
1,359 (14.7)
785 (13.0)
898 (14.8)
5.4
200-299
731 (11.2)
809 (8.8)
8.2
689 (11.4)
617 (10.2)
300-499
2,274 (34.9)
2,661 (29.0)
13
2,072(34.2)
1,966 (32.4)
3.8
≥500
1,911 (29.3)
2,528 (27.4)
4.2
1,746 (28.8)
1,720 (28.3)
Cerebrovascular disease
Diabetes without complications
Diabetes with complications
Charlson comorbidities index score, median (IQR)‡
Medication, n(%)
Facility information, n(%)
University hospital
Number of bed
Year, n(%)
2009
15 (0.2)
87 (0.9)
9.4
15 (0.2)
22 (0.4)
1.5
2010
33 (0.5)
168 (1.8)
12.3
33 (0.5)
35 (0.6)
0.3
2011
40 (0.6)
238 (2.6)
15.7
40 (0.7)
47 (0.8)
0.9
2012
83 (1.3)
503 (5.5)
23.3
83 (1.4)
82 (1.4)
2013
166 (2.5)
740 (8.0)
24.8
166 (2.7)
168 (2.8)
0.1
2014
317 (4.9)
746 (8.1)
13.1
317 (5.2)
300 (5.0)
1.1
2015
488 (7.5)
998 (10.8)
11.6
486 (8.0)
532 (8.8)
2.6
2016
791 (12.1)
1,109 (12.0)
0.3
745 (12.3)
868 (14.3)
6.2
2017
1,060 (16.3)
1,271 (13.8)
985 (16.3)
1,025 (16.9)
1.9
2018
1,276 (19.6)
1,347 (14.6)
13.3
1,174 (19.4)
1,157 (19.1)
0.7
2019
1,512 (23.2)
1,355 (14.7)
21.9
1,362 (22.5)
1,232 (20.3)
5.5
2020
731 (11.2)
654 (7.1)
14.4
654 (10.8)
592 (9.8)
3.6
† SD=standard deviation, ‡ IQR=interquartile range
Table 2 Outcomes after propensity score matching
Unadjusted analysis
Adjusted analysis
Laparoscopic
Open
OR†
CI‡ (95%)
OR†
CI‡ (95%)
Surgical site infection
172 (2.6)
350 (3.8)
0.69
0.57-0.83
<0.0001
0.70
0.56-0.86
0.0007
Acute postoperative pain
390 (6.0)
670 (7.3)
0.81
0.71-0.93
0.0016
0.69
0.60-0.79
<0.0001
Bleeding
47 (0.7)
93 (1.0)
0.71
0.50-1.01
0.0601
0.84
0.56-1.25
0.3863
Seroma / Edema
6 (0.1)
16 (0.2)
0.53
0.21-1.37
0.1854
0.39
0.12-1.24
0.1096
Fever
32 (0.5)
42 (0.5)
1.08
0.68-1.71
0.7475
1.00
0.59-1.69
0.9956
Pneumonia
9 (0.1)
11 (0.1)
1.16
0.48-2.80
0.7441
1.13
0.38-3.41
0.8261
Urinary tract infection
42 (0.6)
44 (0.5)
1.35
0.87-2.07
0.1620
1.21
0.75-1.95
0.4309
Bowel obstruction
5 (0.08)
4 (0.04)
1.77
0.48-6.60
0.3950
2.08
0.78-9.12
0.3303
Chronic postoperative pain
284 (4.4)
581 (6.3)
0.68
0.59-0.78
<0.0001
0.83
0.70-0.98
0.0291
46 (0.7)
117 (1.3)
0.53
0.39-0.78
0.0007
0.68
0.45-1.01
0.0558
Complication, n (%)
Recurrence, n (%)
Unadjusted
Adjusted
Laparoscopic
Length of hospital stay (day)
Open
Laparoscopic
Means ±SD
Means ±SD
Difference±SE
2.92±1.91
2.98±2.69
0.06±0.03
†OR odds ratio, ‡CI confidential interval, §SD standard deviation, ¶ SE standard error
Open
Means ±SD
Means ±SD§
Difference±SE¶
0.1013
2.91±1.94
2.97±2.61
0.06±0.04
0.1307
Table 3 Sensitivity analysis with changing postoperative period
Unadjusted analysis
OR
CI (95%)
Surgical site infection
0.69
Acute postoperative pain
Bowel obstruction
Adjusted analysis
OR†
CI (95%)‡
0.57-0.83
<0.000
0.70
0.56-0.86
0.0007
0.81
0.71-0.93
0.0016
0.69
0.60-0.79
<0.0001
1.77
0.48-6.60
0.3950
2.08
0.78-9.12
0.3303
Surgical site infection
0.77
0.65-0.92
0.0041
0.79
0.64-0.96
0.0159
Acute postoperative pain
0.86
0.80-0.94
0.0005
0.82
0.75-0.90
<0.0001
Bowel obstruction
1.18
0.36-3.87
0.7852
1.10
0.32-3.90
0.8728
Surgical site infection
0.77
0.65-0.91
0.0020
0.78
0.64-0.95
0.0114
Acute postoperative pain
0.86
0.80-0.94
0.0004
0.82
0.74-0.90
<0.0001
Bowel obstruction
1.18
0.36-3.87
0.7852
1.11
0.32-3.90
0.8728
above 90 days
0.68
0.59-0.78
<0.0001
0.83
0.70-0.98
0.0291
above 120 days
0.67
0.58-0.79
<0.0001
0.83
0.70-0.98
0.0324
above 180 days
0.67
0.58-0.78
<0.0001
0.83
0.70-0.98
0.0324
Complication within 30 days
Complication within 60 days
Complication within 90 days
Chronic postoperative pain
†OR odds ratio, ‡CI confidential interval
Online resource 1 MEDIS-DC codes for complications
Surgical site infection
6829010, 6829014, 6829029, 6869050, 7290026, 8799006, 8833977, 8835326, 8835353, 8836665, 8836796, 8839756, 8845681, 9983005 ,
9985006, 9985039
Acute postoperative pain
8835913 8836793 8838060 8845802 9989020 8832414
Bleeding
4590002, 8830697, 8833916, 8835847, 9249027
Edema
8848922, 8830618 6072008 8830705 6248005 8835852
Fever
7806011, 8835356
Urinary tract infection
5950005, 5959003, 5959015, 5978015, 5990009, 8838561
Vas deferens injury
8835836
Intestinal injury
8834767, 8837685
pneumonia
9973011, 4860030
Bowel obstruction
8835320, 9974018
Chronic postoperative pain
8835913 8836793 8838060 8845802 9989020 8847821
Online resource 2 Outcomes before propensity score matching
Laparoscopic
Open
Unadjusted analysis
(n=6,512)
(n=9,216)
OR†
CI‡ (95%)
Surgical site infection
172 (2.6)
350 (3.8)
0.69
0.57-0.83
<0.0001
Acute postoperative pain
390 (6.0)
670 (7.3)
0.81
0.71-0.93
0.0016
Bleeding
47 (0.7)
93 (1.0)
0.71
0.50-1.01
0.0601
Seroma / Edema
6 (0.1)
16 (0.2)
0.53
0.21-1.37
0.1854
Fever
32 (0.5)
42 (0.5)
1.08
0.68-1.71
0.7475
Pneumonia
9 (0.1)
11 (0.1)
1.16
0.48-2.80
0.7441
Urinary tract infection
42 (0.6)
44 (0.5)
1.35
0.87-2.07
0.1620
Bowel obstruction
5 (0.08)
4 (0.04)
1.77
0.48-6.60
0.3950
Chronic postoperative pain
284 (4.4)
581 (6.3)
0.68
0.59-0.78
<0.0001
46 (0.7)
117 (1.3)
0.53
0.39-0.78
0.0007
Complication, n (%)
Recurrence, n (%)
Difference±SE¶
88.3 ±1.17
<0.0001
0.06±0.03
0.1013
Anesthesia
Time (min),mean (SD§)
141 (±49.4)
51.4 (±54.8)
Missing data, n (%)
2,981 (45.8)
4,676 (50.7)
2.92±1.91
2.98±2.69
Length of hospital stay (day),
mean ±SD§
†OR odds ratio, ‡CI confidential interval, §SD standard deviation, ¶ SE standard error
Online resource 3 Outcomes of propensity score matching in 2009-2015 and 2016-2020
Adjusted analysis in 2009-2015
Adjusted analysis in 2016-2020
OR†
CI‡ (95%)
OR†
CI‡ (95%)
Surgical site infection
0.58
0.36-0.96
0.0323
0.73
0.58-0.91
0.0061
Acute postoperative pain
0.69
0.49-0.95
0.0229
0.69
0.59-0.80
<0.0001
Bleeding
0.93
0.37-2.36
0.8819
0.79
0.50-1.24
0.3043
Seroma
NA§
0.64
0.21-2.00
0.4464
Fever
0.84
0.94
0.53-1.67
0.8313
Pneumonia
NA§
1.07
0.31-3.71
0.9183
Urinary tract infection
2.47
1.06
0.63-1.81
0.8191
Bowel obstruction
NA§
2.26
0.40-13.00
0.3601
Chronic postoperative pain
0.71
0.54-0.84
0.0170
0.90
0.74-1.11
0.3412
0.50
0.26-0.98
0.0422
0.91
0.57-1.45
0.6681
Laparoscopic
Open
Laparoscopic
Open
Means ±SD§
Means ±SD§
Difference±SE¶
Means ±SD§
Means ±SD§
Difference±SE¶
2.96±1.87
3.17±2.83
0.21±0.09
0.0240
2.89±1.95
2.96±2.55
0.07±0.05
0.1333
Complication
Recurrence
Length of hospital stay (day)
†OR odds ratio, ‡CI confidential interval, §NA not available
0.27-2.59
0.7627
0.87-7.00
0.0882
Online resource 4 Sensitivity analysis with multilevel model
Unadjusted analysis
Adjusted analysis
OR†
CI‡ (95%)
OR†
CI‡ (95%)
Surgical site infection
0.69
0.57-0.83
<0.0001
0.91
0.69-1.20
0.4795
Acute postoperative pain
0.81
0.71-0.93
0.0016
0.66
0.55-0.80
<0.0001
Bleeding
0.71
0.50-1.01
0.0601
0.78
0.46-1.32
0.358
Seroma / Edema
0.53
0.21-1.37
0.1854
Non-estimated value
Fever
1.08
0.68-1.71
0.7475
Non-estimated value
Pneumonia
1.16
0.48-2.80
0.7441
Non-estimated value
Urinary tract infection
1.35
0.87-2.07
0.1620
1.44
0.86-2.43
0.1672
Bowel obstruction
1.77
0.48-6.60
0.3950
3.10
0.71-13.07
0.133
Chronic postoperative pain
0.68
0.59-0.78
<0.0001
0.85
0.71-1.01
0.0577
0.53
0.39-0.78
0.0007
0.70
0.48-1.04
0.0782
Complication
Recurrence
†OR odds ratio, ‡CI confidential interval
...