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Metachronous reoperation for recurrent and non-recurrent inguinal hernia after primary unilateral inguinal hernia repair: propensity score matched analysis of large US claims database

  • Open Access
  • 01.12.2026
  • Original Article
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Abstract

Introduction

Inguinal hernia is a common occurrence affecting one in four men. Recurrence is a major clinical pitfall that affects about 10% of patients with increased recurrence and postoperative complications after a revision repair. Reoperation due to metachronous contralateral inguinal hernia is another possible outcome. The impact of minimally invasive surgery (MIS) techniques on inguinal hernia recurrence rates as compared to open surgery is less clear and further confounded by the adoption of robotic approaches. The aim of this study was to compare reoperation rates.

Methods

Adult patients who underwent primary unilateral inguinal hernia repair (IHR) in an outpatient setting between January 2015 and December 2021 were queried from the MerativeTM MarketScan® Research Databases. Reoperation for IHR within two years was compared across surgical approaches: Open (O-IHR), Laparoscopic (L-IHR), and Robotic (R-IHR). Reoperations were further categorized and analyzed separately for recurrent and non-recurrent IHR. Secondary outcomes included all-cause total healthcare expenditures, assessed during the index operation and up to two years postoperatively, based on combined insurer and patient payments. A 1:1 propensity score matching approach was applied, with Cox proportional hazards regression used to analyze reoperation risk, and generalized linear regression models employed to evaluate expenditures.

Results

A total of 73,870 patients undergoing IHR (39,591 [53.6%] O-IHR, 30,858 [41.8%] L-IHR, and 3,421 [4.6%] R-IHR) were included. As compared to O-IHR, any IHR reoperation risk at 2-years was about 42% lower with R-IHR (HR = 0.58, = 0.002) and about 16% lower with L-IHR (HR= 0.84, < .001). As compared to O-IHR, total expenditure for the index surgery was approximately $3,391 higher with L-IHR (< .001) and $4,137 higher with R-IHR (< .001). R-IHR had about $615 higher index expenditure than L-IHR (= 0.004).

Conclusion

The current study demonstrates that robotic IHR is associated with a lower risk of reoperations at 2 years after an initial repair as compared to L-IHR and O-IHR, but higher index expenditure in the outpatient setting for an economically active population.

Supplementary Information

The online version contains supplementary material available at https://doi.org/10.1007/s10029-025-03518-1.

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Introduction

Inguinal hernia is a common occurrence affecting one in four men, with up to 750,000 inguinal hernia repairs (IHR) occurring yearly in the United States [1, 2]. Recurrence is a major clinical pitfall that affects about 10% of patients [3, 4], with an increase in the risk of recurrence and postoperative complications after a revision repair [57]. Level II evidence has associated laparoscopic IHR (L-IHR) with higher recurrence rates when compared to an open approach; these studies included procedures performed early in the adoption curve of minimally invasive surgery (MIS) [8, 9]. Open IHR (O-IHR) was once the standard of care and is reported to have an equivalent rate of recurrence as compared to MIS [10]. L- IHR has since consistently been associated with quicker recovery time, less pain, and numbness [11, 12]. Parallel to surgeons’ gradual increased dexterity in laparoscopic surgery, additional techniques including robotic-assisted inguinal hernia repair (R-IHR) have been adopted. The impact of these minimally invasive surgery (MIS) techniques on recurrence rates and outcomes is less clear and further confounded by robotic implementation (R-IHR) [13].
L-IHR and R-IHR have demonstrated clinically similar outcomes [14], however robotic surgery is associated with increased expenditures [1518]. MIS-IHR can be performed in the extraperitoneal or Transabdominal Preperitoneal (TAPP) space. The latter repair offers the advantage of a posterior view that can evaluate bilateral inguinal anatomy, capable of addressing an undetected contralateral hernia. After IHR, patients can undergo reoperation for an inguinal hernia due to recurrence or metachronous contralateral inguinal hernia (MCIH). Studies on registry-data have grouped these together under “operative recurrence” and reported up to 4.7% operative recurrence for MIS, associated with overall 1% higher recurrence as compared to open repair at 5 years [19]. MCIH, however has been reported to occur in 5% of patients at 3 years [20]. The aim of our study was to compare reoperation for recurrence or MCIH at two years across surgical approaches.

Materials and methods

Data source

Data was queried from the Merative™ MarketScan® Research Databases. This national insurance claim dataset captures de-identified medical records for inpatient, outpatient and pharmacy information and links them to paid service claims for over 273 million patients with employer-sponsored health insurance benefits in the private sector [21]. The dataset represents the medical experience of insured employees with follow-up that transcends individual healthcare centers. In accordance with 45 CFR § 46, this study was considered exempt from review by the NYU Langone institutional review board as the database includes de-identified healthcare information compliant to the Health Insurance Portability and Accountability Act (HIPAA) and therefore also exempt from patient consent. The study followed the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) guidelines for reporting cohort studies.

Patient selection

Adult patients (≥ 18 years old) who underwent primary unilateral inguinal hernia repair (IHR) between January 2015 and December 2021 were queried from the outpatient claims dataset. Patients were included if records for continuous insurance coverage for 180 days before through 365 days after surgery were available (Fig. 1). Continuous insurance coverage was required to longitudinally follow patients and ensure baseline comorbidities and all healthcare visits before and after surgery were captured. Primary IHR were identified by the Current Procedure Terminology (CPT) codes 49,505, 49,507, and 49,650. Laterality of the repair was ascertained using the International Classification of Diseases (ICD) procedure codes and/or medical coding modifiers appended to CPT codes. Patients who had procedure code for bilateral repair, or codes for both right and left side procedure were considered to have undergone bilateral repair and were not included in the analysis. Furthermore, patients who had an incarcerated/strangulated or sliding hernia repair or had concomitant pelvic procedures (prostatectomy or pelvic lymph node dissection) were excluded. Codes used for patient identification are provided in the appendix (eTable 1).
Fig. 1
Study design
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Exposure variable

The exposure variable was surgical approach (robotic-assisted, laparoscopic, or open repair) identified using ICD and CPT/HCPCS procedure codes. The presence of a robotic-assisted procedure code (S2900 HCPCS code or robotic ICD codes in eTable 1), in addition to CPT code for IHR, was deemed to indicate a robotic-assisted IHR (R-IHR). The presence of a laparoscopic procedure code, in the absence of robotic code, was deemed to indicate a laparoscopic IHR (L-IHR). The remaining IHR patients (without a code for a robotic-assisted or a laparoscopic approach) were deemed to have undergone open repair (O-IHR).

Outcome variables

The primary outcome for this study was any metachronous reoperation for inguinal hernia repair from at least 30 days after the initial repair up to 2-years. Metachronous reoperations were identified using presence of any CPT code for IHR (recurrent repair: 49520, 49521, 49651, and other non-recurrent repair: 49505, 49507, 49525, 49650). Rates of recurrent inguinal hernia repair (49520, 49521, 49651) and non-recurrent inguinal hernia repair (49505, 49507, 49525, or 49650) were further assessed separately. Secondary outcomes assessed were total healthcare expenditure during the index operation, and up to 2 years after the initial repair. Expenditure was defined as total payments made by insurance and by patients out-of-pocket for healthcare services provided.

Study covariates

Patients’ demographic characteristics assessed were age (18 to 44 years, 45 to 54 years, 55 to 64 years, or ≥ 65 years), sex (male or female), area-level income (< $35,000, $35,000 to $40,000, or ≥ $40,000), region of residence (Northeast, North Central, South, or West), metropolitan residence or non-metropolitan residence status, type of health insurance plan (preferred provider organization (PPO), comprehensive insurance, health maintenance organization (HMO), point-of-service (POS), or other plans), and year of surgery (2015, 2016, 2017, 2018, 2019, 2020, or 2021). Clinical characteristics assessed were diagnoses of benign prostate hyperplasia/BPH (yes or no), prostate cancer (yes or no), tobacco abuse or history (yes or no), and obese/overweight status (yes or no). Diagnosis codes used to define each clinical characteristic are provided in the appendix (eTable 2). Charlson comorbidity score was calculated, and categorized as 0, 1, or ≥ 2 [22, 23]. Prior healthcare expenditure was also assessed, as a continuous variable, by calculating the sum of payments for inpatient, outpatient, and prescription drug fill services during 180 days before the index IHR, and after adjusting to 2023 US dollars.

Statistical analysis

Descriptive statistical analysis of baseline patient demographic and clinical characteristics was conducted overall and by surgical approach. To adjust for differences in patient characteristics and minimize risk of sample selection bias, a one-to-one propensity score matching (PSM) was performed using the nearest-neighbor matching without replacement technique for comparing outcomes by surgical approach for each comparison pair (R-IHR vs. L-IHR, R-IHR vs. O-IHR, and L-IHR vs. O-IHR). Age, sex, area-level income, region of residence, metropolitan residence status, type of health insurance plan, year of surgery, Charlson comorbidity score, BPH, prostate cancer, tobacco abuse or history, obese/overweight status, and prior healthcare expenditure were included as covariates in logistic regression models performed to generate propensity scores. A standardized difference of < 0.1 was used to assess whether covariates balance was achieved between matched pairs.
After PSM, Cox-proportional hazard regression model was performed to examine association between surgical approach and any metachronous reoperation for IHR up to 2-years for each matched cohort. Similarly, Cox-proportional hazard regression was performed for secondary outcomes (repair for recurrent inguinal hernia, and repair for non-recurrent inguinal hernia) for each matched cohort. Multivariable regression was performed as additional analysis to examine factors associated with the study outcomes. Generalized linear model (GLM) with gamma distribution and log-link was used to estimate healthcare expenditures. All analyses were performed using R statistical software (version 4.2.2) [24]. A p-value of < 0.05 was considered statistically significant.

Results

A total of 73,870 patients were included in the analysis, of whom 3,421 (4.6%) had R-IHR, 30,858 (41.8%) had L-IHR, and 39,591 (53.6%) had O-IHR (Fig. 2). All baseline demographic and clinical characteristics were balanced between each pair of surgical approaches after PSM (Fig. 3). Sample characteristics after PSM are shown in Table 1. Overall, 84.9% (n = 55,294) of the patients were younger than 65, predominantly male (90.9%; n = 59,201). Most patients were from a metropolitan area (77.5%; n = 50,474) and over one-half (52.3%; n = 34,061) had an income of above $40,000 per year. Regarding insurance, patients were most frequently on a PPO (51%; n = 33,215) or HMO (13.1%; n = 8,531) plan. Regarding comorbidities, approximately 26% (n = 16,933) of the patients had hypertension, 7.5% (n = 4,885) had uncomplicated diabetes, 6.8% (n = 4,428) had chronic obstructive pulmonary disease, 3.2% (n = 2084) had mild liver disease, and 2.2% (n = 1432) had renal disease. Only 24.5% (n = 15,956) of patients had a Charlson comorbidity score of ≥ 1. Baseline characteristics before PSM are presented as supplementary (eTable 3). The overall rate of metachronous inguinal hernia reoperation at 2-years was 2.4% (n = 1,571). Reoperation for recurrence occurred in 41% (n = 644) of the total reoperations.
Fig. 2
Sample selection flowchart
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Fig. 3
Standardized difference between surgical approach before and after PSM
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Table 1
Sample characteristics after propensity score matching (PSM)
Characteristic, n (%)
R-IHR vs. L-IHR and O-IHR
L-IHR vs. O-IHR
R-IHR, N = 3,421
L-IHR, N = 3,421
SMD
O-IHR, N = 3,421
SMD
L-IHR, N = 30,858
O-IHR, N = 30,858
SMD
Age
  
0.024
 
0.019
  
0.016
18–44 years
976 (28.5)
955 (27.9)
 
1,001 (29.3)
 
7,941 (25.7)
7,721 (25.0)
 
45–54 years
914 (26.7)
877 (25.6)
 
925 (27.0)
 
7,586 (24.6)
7,414 (24.0)
 
55–64 years
1,268 (37.1)
1,307 (38.2)
 
1,237 (36.2)
 
10,617 (34.4)
10,857 (35.2)
 
65+
263 (7.7)
282 (8.2)
 
258 (7.5)
 
4,714 (15.3)
4,866 (15.8)
 
Male Sex
3,112 (91.0)
3,097 (90.5)
0.015
3,101 (90.6)
0.011
28,057 (90.9)
28,032 (90.8)
0.003
Annual income
  
0.020
 
0.028
  
0.050
< $35,000
321 (9.4)
301 (8.8)
 
302 (8.8)
 
2,280 (7.4)
1,880 (6.1)
 
$35,000 - $40,000
526 (15.4)
516 (15.1)
 
526 (15.4)
 
4,578 (14.8)
4,606 (14.9)
 
$40,000 +
1,523 (44.5)
1,534 (44.8)
 
1,570 (45.9)
 
16,013 (51.9)
16,508 (53.5)
 
Unknown
1,051 (30.7)
1,070 (31.3)
 
1,023 (29.9)
 
7,987 (25.9)
7,864 (25.5)
 
Region
  
0.016
 
0.018
  
0.022
Northeast
513 (15.0)
506 (14.8)
 
535 (15.6)
 
5,043 (16.3)
5,245 (17.0)
 
North Central
1,138 (33.3)
1,163 (34.0)
 
1,127 (32.9)
 
8,111 (26.3)
8,196 (26.6)
 
South
1,320 (38.6)
1,302 (38.1)
 
1,290 (37.7)
 
12,676 (41.1)
12,336 (40.0)
 
West
447 (13.1)
447 (13.1)
 
465 (13.6)
 
4,932 (16.0)
4,985 (16.2)
 
Unknown
3 (0.1)
3 (0.1)
 
4 (0.1)
 
96 (0.3)
96 (0.3)
 
Metropolitan status
  
0.006
 
0.033
  
0.044
Metropolitan
2,676 (78.2)
2,675 (78.2)
 
2,722 (79.6)
 
23,751 (77.0)
24,032 (77.9)
 
Non-metropolitan
322 (9.4)
328 (9.6)
 
304 (8.9)
 
3,544 (11.5)
3,696 (12.0)
 
Unknown
423 (12.4)
418 (12.2)
 
395 (11.5)
 
3,563 (11.5)
3,130 (10.1)
 
Insurance plan
  
0.026
 
0.021
  
0.020
PPO
1,558 (45.5)
1,581 (46.2)
 
1,524 (44.5)
 
15,753 (51.0)
15,879 (51.5)
 
Comprehensive
194 (5.7)
180 (5.3)
 
193 (5.6)
 
2,034 (6.6)
2,125 (6.9)
 
HMO
453 (13.2)
459 (13.4)
 
448 (13.1)
 
4,058 (13.2)
4,053 (13.1)
 
POS
264 (7.7)
285 (8.3)
 
268 (7.8)
 
1,986 (6.4)
2,011 (6.5)
 
Others1
910 (26.6)
871 (25.5)
 
938 (27.4)
 
6,713 (21.8)
6,456 (20.9)
 
Unknown
42 (1.2)
54 (1.6)
 
50 (1.5)
 
314 (1.0)
334 (1.1)
 
Charlson comorbidity
  
0.015
 
0.004
  
0.012
0
2,606 (76.2)
2,584 (75.5)
 
2,608 (76.2)
 
23,363 (75.7)
23,203 (75.2)
 
1
484 (14.1)
498 (14.6)
 
486 (14.2)
 
4,341 (14.1)
4,403 (14.3)
 
2 +
331 (9.7)
339 (9.9)
 
327 (9.6)
 
3,154 (10.2)
3,252 (10.5)
 
Hypertension
939 (27.4)
904 (26.4)
0.023
929 (27.2)
0.007
7,855 (25.5)
8,015 (26.0)
0.012
Pulmonary disease
227 (6.6)
234 (6.8)
0.008
215 (6.3)
0.014
2,073 (6.7)
2,102 (6.8)
0.004
Diabetes, complicated
56 (1.6)
63 (1.8)
0.016
50 (1.5)
0.014
534 (1.7)
514 (1.7)
0.005
Diabetes, uncomplicated
267 (7.8)
274 (8.0)
0.008
256 (7.5)
0.012
2,328 (7.5)
2,311 (7.5)
0.002
Liver disease, mild
131 (3.8)
116 (3.4)
0.024
112 (3.3)
0.030
985 (3.2)
995 (3.2)
0.002
Liver disease, advanced
6 (0.2)
4 (0.1)
0.015
18 (0.5)
0.059
31 (0.1)
87 (0.3)
0.042
Renal disease
64 (1.9)
82 (2.4)
0.036
67 (2.0)
0.006
637 (2.1)
711 (2.3)
0.016
BPH
281 (8.2)
264 (7.7)
0.018
262 (7.7)
0.020
2,875 (9.3)
2,943 (9.5)
0.008
Prostate cancer
52 (1.5)
54 (1.6)
0.005
62 (1.8)
0.024
510 (1.7)
504 (1.6)
0.002
Tobacco abuse/history
299 (8.7)
291 (8.5)
0.008
275 (8.0)
0.025
2,661 (8.6)
2,688 (8.7)
0.003
Obesity/overweight
476 (13.9)
508 (14.8)
0.027
477 (13.9)
0.001
2,995 (9.7)
2,784 (9.0)
0.023
Year of surgery
  
0.013
 
0.028
  
0.094
2015
196 (5.7)
194 (5.7)
 
218 (6.4)
 
5,853 (19.0)
6,406 (20.8)
 
2016
326 (9.5)
313 (9.1)
 
318 (9.3)
 
5,353 (17.3)
6,101 (19.8)
 
2017
480 (14.0)
482 (14.1)
 
461 (13.5)
 
4,701 (15.2)
5,165 (16.7)
 
2018
480 (14.0)
489 (14.3)
 
471 (13.8)
 
3,905 (12.7)
4,001 (13.0)
 
2019
689 (20.1)
682 (19.9)
 
695 (20.3)
 
3,823 (12.4)
3,609 (11.7)
 
2020
586 (17.1)
594 (17.4)
 
594 (17.4)
 
3,477 (11.3)
2,774 (9.0)
 
2021
664 (19.4)
667 (19.5)
 
664 (19.4)
 
3,746 (12.1)
2,802 (9.1)
 
Prior expenditure,
median (IQR)
1,595
(716, 4064)
1,764
(783, 4,520)
0.034
1,541
(699, 3836)
0.012
1,768
(759, 4591)
1,736
(735, 4517)
0.003
L-IHR Laparoscopic inguinal hernia repair, R-IHR Robotic inguinal hernia repair, O-IHR Open inguinal hernia repair, PPO Preferred Payer Organization, HMO Health Maintenance Organization, POS Point of Service, SMD Standardized Mean Difference (< 0.1 indicates covariate balance)
1 Others include basic/major medical benefits, exclusive provider organization, consumer driven health plan, and high deductible health plan
Compared to O-IHR, both MIS approaches showed lower risk of metachronous inguinal hernia reoperation at 2-years. L-IHR was associated with 16% lower reoperation risk than O-IHR (2.2% [n = 691] vs. 2.7% [n = 828], HR = 0.84, 95% CI = 0.74 to 0.93, p < 0.001) and R-IHR was associated with 42% lower reoperation risk than O-IHR (1.5% [n = 52] vs. 2.6% [n = 86], HR = 0.58, 95% CI = 0.42 to 0.82, p = 0.002). Furthermore, patients who underwent R-IHR when compared to L-IHR, had 33% lower risk of reoperation at 2-years (1.5% [n = 52] vs. 2.3% [n = 77], HR = 0.67, 95% CI = 0.47 to 0.96, p = 0.027). Results for PSM adjusted association between surgical approach and the study outcomes for each matched cohort are presented in Table 2.
Table 2
Propensity score matched comparison of metachronous reoperation after an inguinal hernia repair by surgical approaches
 
Any metachronous
Reoperation for IH
 
Reoperation for recurrent IH
 
Reoperation for non-recurrent IH
n (%)
HR (95% CI)
p-value
 
n (%)
HR (95% CI)
p-value
 
n (%)
HR (95% CI)
p-value
R-IHR vs. L-IHR
  
0.027
   
0.016
   
0.510
L-IHR (n = 3421)
77 (2.3)
0.67
(0.47 to 0.96)
  
44 (1.3)
0.54
(0.33 to 0.89)
  
33 (1.0)
0.87
(0.51 to 1.40)
 
R-IHR (n = 3421)
52 (1.5)
  
24 (0.7)
  
28 (0.8)
 
R-IHR vs. O-IHR
  
0.002
   
0.079
   
0.011
O-IHR (n = 3421)
89 (2.6)
0.58
(0.42 to 0.82)
  
38 (1.1)
0.63
(0.63 to 1.06)
  
51 (1.5)
0.55
(0.35 to 0.87)
 
R-IHR (n = 3421)
52 (1.5)
  
24 (0.7)
  
28 (0.8)
 
L-IHR vs. O-IHR
  
< 0.001
   
0.140
   
< 0.001
O-IHR (n = 30,858)
828 (2.7)
0.84
(0.76 to 0.93)
  
292 (0.9)
1.13
(0.96 to 1.32)
  
536 (1.7)
0.68
(0.59 to 0.77)
 
L-IHR (n = 30,858)
691 (2.2)
  
328 (1.1)
  
363 (1.2)
 
L-IHR Laparoscopic inguinal hernia repair, R-IHR Robotic inguinal hernia repair, O-IHR Openinguinal hernia repair, L-IHR Laparoscopic inguinal hernia repair, R-IHR Robotic inguinal hernia repair, O-IHR, Openinguinal hernia repair
L-IHR had a similar risk of reoperation for recurrence as O-IHR (1.1% [n = 328] vs. 0.9% [n = 292], HR = 1.13, p = 0.14). Patients who underwent R-IHR also had a similar risk of reoperation for recurrence with O-IHR (0.7% [n = 24] vs. 1.1% [n = 38], HR = 0.63, p = 0.079). Patients that underwent R-IHR, as compared to L-IHR, had 46% lower risk of reoperation for recurrence (0.7% [n = 24] vs. 1.3% [n = 44], HR = 0.54, 95% CI = 0.33 to 0.89, p = 0.016). Among the 328 L-IHR patients who had reoperation for recurrence, 21% (n = 69) of them were again performed laparoscopically. In contrast, among the 292 O-IHR patients who had reoperation for recurrence, 47.9% (n = 140) had open reoperation.
Regarding risk of reoperation for non-recurrent inguinal hernia repair, both MIS approaches were found to have lower risk of reoperation than open approach. L-IHR was associated with 32% lower risk of reoperation than O-IHR (1.2% [n = 363] vs. 1.7% [n = 536], HR = 0.68, 95% CI = 0.59 to 0.77, p < 0.001) and R-IHR was associated with 45% lower risk of reoperation than O-IHR (0.8% [n = 28] vs. 1.5% [n = 51], HR = 0.55, 95% CI = 0.35 to 0.87, p = 0.011). There was no significant difference in reoperation for non-recurrence between R-IHR and L-IHR (0.8% [n = 28] vs. 1.0% [n = 33], HR = 0.84, p = 0.51).
We found both MIS approaches had significantly higher expenditure for the index surgery compared to the open approach. The average mean difference (AMD) of expenditure for the index repair, compared to O-IHR, was about $3,391 higher for L-IHR (95% CI = $3,264 to $3,518, p < 0.001), and $4,137 higher for R-IHR (95% CI = $3,733 to $4,541, p < 0.001). Among the MIS approaches, R-IHR had on average $615 higher total index expenditure than L-IHR (95% CI = $191 to $1,039, p = 0.004). There was no difference in healthcare expenditures between surgical approaches in the 1-year or 2-years after initial repair. Results for comparison of healthcare expenditures between surgical approaches are presented in eTable 4.
On multivariable analysis, both MIS approaches were found to be protective for overall IH reoperation and metachronous primary IH when compared to O-IHR but not for recurrent IH reoperation (eTable 5). For recurrent IHR, risk factors included having BPH (HR 1.37; 95% CI 1.10–1.70; p = 0.005), tobacco use (HR 1.43; 95% CI 1.15–1.78; p = 0.001), and being overweight or having obesity (HR 1.30; 95% CI 1.03–1.63; p = 0.027). For metachronous IHR, protective factors included being treated in the south region (HR 0.69; 95% CI 0.57–0.82; p < 0.001) and undergoing IHR with laparoscopic (HR 0.67; 95% CI 0.58–0.76; p < 0.001) or robotic approach (HR 0.48; 95% CI 0.33–0.70; p < 0.001). Risk factors identified were diagnosis of BPH (HR 1.29; 95% CI 1.08–1.54; p = 0.006) and/or prostate cancer (HR 1.43; 95% CI 1.05–1.93; p = 0.022). For overall IH reoperation, identified protective factors were treatment in the south region (HR 0.78; 95% CI 0.68–0.90; p < 0.001), L-IHR (HR 0.84; 95% CI 0.76–0.92; p < 0.001), and R-IHR (HR 0.58; 95% CI 0.44–0.78; p < 0.001). Risk factors were diagnosis of BPH (HR 1.33; 95% CI 1.16–1.52; p < 0.001), Charlson Comorbidity Index ≥ 2 (HR 1.19; 95% CI 1.03–1.38; p = 0.019), tobacco use (HR 1.30; 95% CI 1.13–1.50; p < 0.001), and overweight status/obesity (HR 1.21; 95% CI 1.04–1.40; p = 0.013).

Discussion

The current study demonstrates that MIS-IHR is associated with less reoperation for IHR at 2 years compared to O-IHR in the privately insured outpatient setting. Consistent with a recent metanalysis, R-IHR had less reoperation than L-IHR [10]. Expenses related to index procedure were 36.3% and 42.6% higher in L-IHR ($13,221) and R-IHR ($13,836), respectively compared to open approach ($9,699) whereas post-index expenses were similar between approaches. To our knowledge, the current study is the first of its kind regarding MCIH, recurrence, and expenses of IHR analyzed across a national insurance claims dataset.
Clinical recurrence is higher than operative recurrence, Murphy et al. addressed this specifically for the population in the United States and calculated operative recurrence to be around 10–13% [3]. The overall reoperation rate of 2.5% at two years of our study is possibly underpowered or representative of our specific patient population. This has been previously described as the healthy worker effect [25, 26]. To that point, privately insured patients might be influencing the age of the cohort as a sector of the working population, reflecting the minority of patients above age 65. Other socioeconomic factors could also impact the low recurrence rate, reflected for example in the low obesity in our cohort compared to national prevalence (13% vs. 40% [27]). We applied previously described methodology to determine operative recurrence [28], however we found that most of reoperations were coded as primary IHR. Using “reoperation for IHR” rather than operative recurrence was thus more appropriate. R-IHR were identified by an additional CPT code to that of L-IHR. Due to gradual adoption of new codes, we believe it is likely that some of the L-IHR were in fact R-IHR, possibly explaining in part why L-IHR and R-IHR had a comparable expense.
Development of minimally invasive techniques in IHR has enabled this procedure to be performed in a mainly outpatient setting with low morbidity. Increased dexterity with robotic approaches has also impacted practice, facilitating peritoneal flap closure and intracorporeal suturing. Preperitoneal MIS-IHR allows a posterior view of both myopectineal orifices, and this enables detection and repair of contralateral undetected (by imaging) inguinal hernias [29]. Patients at a high risk of developing a metachronous contralateral inguinal hernia might benefit from bilateral reinforcement while undergoing initial unilateral IHR. Complications avoided by this approach include a reoperation in patients at high perioperative risk as well as expenses related to a second hospitalization.
A recent metanalysis has described a 5.2% occurrence of MCIH at 3 years and of 17.1% at 10 years. This further emphasized the need to study the impact of MIS on reoperation and its potential advantages preventing MCIH in select cases. Concordantly, on further analysis of reoperations coded as primary IHR, our analysis found that MIS repairs had less reoperation than Open repairs. Interestingly, for reoperations coded as recurrent IHR, R-IHR had fewer reoperations than L-IHR. A recently published single center study evaluated a PSM similar to the our study exploring recurrence and cost [30]. Operative time, a frequently cited limitation to robotic use, was found to be, on average, only 15 min longer for R-IHR than L-IHR. At a follow up of two years, the measured recurrence rate for O-IHR was 3.6% vs. < 1% for minimally invasive IHR.
Current guidelines state that operative approach should be alternated when dealing with recurrent IHR [13]. However, in our cohort we observed that close to half of open IHR received a subsequent open IHR for recurrence and 20% of L-IHR had a subsequent laparoscopic approach. Previous literature recommend against L-IHR in the context of previous pelvic procedures; this relative contraindication is less clear on R-IHR [31, 32]. Our multivariable analysis showed that prostate cancer was a risk factor for Metachronous IHR. Interestingly, BPH was a risk factor for any reoperation and has been reported elsewhere [33]. Although medical and operative management of BPH would rarely influence the appearance of an inguinal hernia, speculation might lead to associate the increased Valsalva maneuvers and periodic pelvic examinations to be associated with a subsequent IHR.
The current study has limitations associated with the patient population and retrospective nature. The dataset studied is private insurance based which can limit generalizability regarding age group, income, and other social disparities that impact clinical outcome. The data also lacks clinical depth and hernia specific characteristics such as hernia width, mesh size, position of mesh, and technique used (preperitoneal vs. extraperitoneal), and in cases where laterality of both index and recurrent hernia repair was unknown from available codes, we could not ascertain the recurrent repair was ipsilateral. To assess whether the unmeasured confounding would nullify the observed associations in our study, we calculated E-values in post-hoc (eTable 6). The lowest E-value was 1.94 for L-IHR vs. O-IHR association with reoperation for non-recurrent IH, and the highest E-value was 2.43 for R-IHR vs. L-IHR association with reoperation for recurrent IH. These values signify the magnitude of association that an unmeasured confounding variable, like larger hernia size, would need to have at minimum, and be more prevalent in the group with higher recurrence rate in order to eliminate the observed relationship. The calculated E-values in our study are higher than the estimate in literature [34]. The objective data recollection from automated electronic medical records for billing purposes has significant limitations but remains the strength of the data source, allowing interinstitutional follow up focused on the patient, not the providers. Circumstances related to active patients the workforce, not captured in the data, such as early access to medical care could also be impacting outcomes. Janjua et al. have described the robotic platform to be used in more comorbid patients albeit with a higher income, with certain application in bilateral or recurrent cases [35].

Conclusion

The current study demonstrates that robotic IHR is associated with a lower risk of reoperations at 2 years after an initial repair as compared to L-IHR and O-IHR in the outpatient setting for an economically active population. MIS-IHR was associated with significantly higher expenses compared to O-IHR, with no difference between L-IHR and R-IHR.

Declarations

Competing interest

Dr. Flavio Malcher report consulting with Intuitive Surgical, Medtronic, BD, WL Gore, Allergan, Origami and Deepblue. Gediwon Milky, Hannah Bossie, Heather Atchison and I-Fan Shih report full-time employment and stock ownership with Intuitive Surgical. The remaining authors have no conflicts of interest or financial ties to disclose.
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Titel
Metachronous reoperation for recurrent and non-recurrent inguinal hernia after primary unilateral inguinal hernia repair: propensity score matched analysis of large US claims database
Verfasst von
Luis Arias-Espinosa
Gediwon Milky
Hannah Bossie
Gabriele Barrocas
Heather Atchison
I-Fan Shih
Flavio Malcher
Publikationsdatum
01.12.2026
Verlag
Springer Paris
Erschienen in
Hernia / Ausgabe 1/2026
Print ISSN: 1265-4906
Elektronische ISSN: 1248-9204
DOI
https://doi.org/10.1007/s10029-025-03518-1

Supplementary Information

Below is the link to the electronic supplementary material.

Appendix 1

Table 3
Procedure codes by type
Variables
CPT/HCPCS
ICD-PCS 9/10
Procedure modifier
IHR Surgical Approach1
     
Robotic-assisted
S2900
17.41, 17.42, 17.43, 17.44, 17.45, 17.46, 8E0W0CZ, 8E0W3CZ, 8E0W4CZ, 8E0W7CZ, 8E0W8CZ, 8E0WXCZ
-
Laparoscopic
49,650
54.21, 54.51, 17.11, 17.12, 17.13, 0YQ53ZZ, 0YQ54ZZ, 0YQ63ZZ, 0YQ64ZZ, 0YU547Z, 0YU54JZ, 0YU54KZ, 0YU647Z, 0YU64JZ, 0YU64KZ
-
IHR Laterality2
     
Bilateral
-
17.21, 17.22, 17.23, 17.24, 53.10, 53.11, 53.12, 53.13, 53.14, 53.15, 53.16, 53.17, 0YQA0ZZ, 0YQA3ZZ, 0YQA4ZZ, 0YUA07Z, 0YUA0JZ, 0YUA0KZ, 0YUA47Z, 0YUA4JZ, 0YUA4KZ
‘50’ – both sides
Left
-
0YQ60ZZ, 0YQ63ZZ, 0YQ64ZZ, 0YU607Z, 0YU60JZ, 0YU60KZ, 0YU647Z, 0YU64JZ, 0YU64KZ
‘RT’ – right side
Right
-
0YQ50ZZ, 0YQ53ZZ, 0YQ54ZZ, 0YU507Z, 0YU50JZ, 0YU50KZ, 0YU547Z, 0YU54JZ, 0YU54KZ
‘LT’ – left side
Incarcerated/Strangulated repair
49,507, 49,521
-
-
Sliding hernia repair
49,525
-
 
Prostatectomy
55,801, 55,810, 55,812, 55,815, 55,821, 55,831, 55,840, 55,842, 55,845, 55,866
60.3, 60.4, 60.5, 60.69, 0VT00ZZ, 0VT04ZZ
 
Pelvic lymph node dissection
38,570, 38,571, 38,572, 38,589, 38,770
40.11, 40.19, 40.24, 40.29, 40.3, 40.50, 40.54, 40.59, 40.9, 07BC0ZZ, 07BC3ZZ, 07BC4ZZ, 07TC0ZZ, 07TC4ZZ
 
IHR Inguinal hernia repair, CPT/HCPCS Current procedural terminology/healthcare common procedure coding system, ICD-PCS International classification of diseases, tenth revision, procedure coding system
Patients without a robotic-assisted, or laparoscopic surgical approach identifier code were considered “Open Approach” patients
 2 Patients having codes for both “Left” and “Right” side repair were considered “Bilateral repair” patients
Table 4
Diagnosis codes used for definition of clinical variables
Variables
ICD-9 CM codes
ICD-10 CM codes
Benign prostatic hyperplasia
6003, 60,000, 60,001, 60,010, 60,011, 60,020, 60,021, 60,090, 60,091
N400, N401, N402, N403, N4283
Prostate cancer
185, 19,882, 2334
C61, C7982, D075
Tobacco abuse/history
3051, V1582
F17200, F17201, F17203, F17208, F17209, F17210, F17211, F17213, F17218, F17219, F17220, F17221, F17223, F17228, F17229, F17290, F17291, F17293, F17298, F17299, Z87891
Obese/overweight
27,800, 27,801, 27,802, 27,803, V8530, V8531, V8532, V8533, V8534, V8535, V8536, V8537, V8538, V8539, V8541, V8542, V8543, V8544, V8545
E6601, E6609, E661, E662, E663, E668, E669, Z6830, Z6831, Z6832, Z6833, Z6834, Z6835, Z6836, Z6837, Z6838, Z6839, Z6841, Z6842, Z6843, Z6844, Z6845
Table 5
Sample characteristics before propensity score matching
Characteristic, n (%)
Overall, N = 73,870
Surgical Approach
p-values
O-IHR, N = 30,858
L-IHR, N = 39,591
R-IHR, N = 3,421
L-IHR vs. O-IHR
R-IHR
vs. O-IHR
L-IHR
vs. R-IHR
Age
       
< 0.001
< 0.001
< 0.001
18–44 years
17,344 (23.5)
8,427 (21.3)
7,941 (25.7)
976 (28.5)
     
45–54 years
16,791 (22.7)
8,291 (20.9)
7,586 (24.6)
914 (26.7)
     
55–64 years
25,698 (34.8)
13,813 (34.9)
10,617 (34.4)
1,268 (37.1)
     
65+
14,037 (19.0)
9,060 (22.9)
4,714 (15.3)
263 (7.7)
     
Male Sex
66,894 (90.6)
35,725 (90.2)
28,057 (90.9)
3,112 (91.0)
0.002
0.174
0.956
Annual income
       
< 0.001
< 0.001
< 0.001
< $35,000
4,643 (6.3)
2,042 (5.2)
2,280 (7.4)
321 (9.4)
     
$35,000 - $40,000
10,866 (14.7)
5,762 (14.6)
4,578 (14.8)
526 (15.4)
     
$40,000 +
38,587 (52.2)
21,051 (53.2)
16,013 (51.9)
1,523 (44.5)
     
Unknown
19,774 (26.8)
10,736 (27.1)
7,987 (25.9)
1,051 (30.7)
     
Region
       
< 0.001
< 0.001
< 0.001
Northeast
13,159 (17.8)
7,603 (19.2)
5,043 (16.3)
513 (15.0)
     
North Central
20,522 (27.8)
11,273 (28.5)
8,111 (26.3)
1,138 (33.3)
     
South
28,590 (38.7)
14,594 (36.9)
12,676 (41.1)
1,320 (38.6)
     
West
11,374 (15.4)
5,995 (15.1)
4,932 (16.0)
447 (13.1)
     
Unknown
225 (0.3)
126 (0.3)
96 (0.3)
3 (0.1)
     
Metropolitan status
       
< 0.001
< 0.001
< 0.001
Metropolitan
56,355 (76.3)
29,928 (75.6)
23,751 (77.0)
2,676 (78.2)
     
Non-metropolitan
9,717 (13.2)
5,851 (14.8)
3,544 (11.5)
322 (9.4)
     
Unknown
7,798 (10.6)
3,812 (9.6)
3,563 (11.5)
423 (12.4)
     
Insurance plan
       
< 0.001
< 0.001
< 0.001
PPO
37,190 (50.3)
19,879 (50.2)
15,753 (51.0)
1,558 (45.5)
     
Comprehensive
6,762 (9.2)
4,534 (11.5)
2,034 (6.6)
194 (5.7)
     
HMO
9,515 (12.9)
5,004 (12.6)
4,058 (13.2)
453 (13.2)
     
POS
4,877 (6.6)
2,627 (6.6)
1,986 (6.4)
264 (7.7)
     
Others1
14,753 (20.0)
7,130 (18.0)
6,713 (21.8)
910 (26.6)
     
Unknown
773 (1.0)
417 (1.1)
314 (1.0)
42 (1.2)
     
Charlson comorbidity
       
< 0.001
< 0.001
0.606
0
53,423 (72.3)
27,454 (69.3)
23,363 (75.7)
2,606 (76.2)
     
1
10,626 (14.4)
5,801 (14.7)
4,341 (14.1)
484 (14.1)
     
2 +
9,821 (13.3)
6,336 (16.0)
3,154 (10.2)
331 (9.7)
     
Hypertension, n (%)
19,467 (26.4)
10,673 (27.0)
7,855 (25.5)
939 (27.4)
< 0.001
0.549
0.012
Pulmonary disease, n (%)
5,640 (7.6)
3,340 (8.4)
2,073 (6.7)
227 (6.6)
< 0.001
< 0.001
0.883
Diabetes, complicated
1,535 (2.1)
945 (2.4)
534 (1.7)
56 (1.6)
< 0.001
0.006
0.741
Diabetes, uncomplicated
6,183 (8.4)
3,588 (9.1)
2,328 (7.5)
267 (7.8)
< 0.001
0.015
0.608
Liver disease, mild
2,526 (3.4)
1,410 (3.6)
985 (3.2)
131 (3.8)
0.008
0.447
0.052
Liver disease, advanced
174 (0.2)
137 (0.3)
31 (0.1)
6 (0.2)
< 0.001
0.131
0.321
Renal disease
2,056 (2.8)
1,355 (3.4)
637 (2.1)
64 (1.9)
< 0.001
< 0.001
0.487
BPH
7,404 (10.0)
4,248 (10.7)
2,875 (9.3)
281 (8.2)
< 0.001
< 0.001
0.037
Prostate cancer
2,011 (2.7)
1,449 (3.7)
510 (1.7)
52 (1.5)
< 0.001
< 0.001
0.611
Tobacco abuse/history
6,747 (9.1)
3,787 (9.6)
2,661 (8.6)
299 (8.7)
< 0.001
0.121
0.843
Obesity/overweight
6,695 (9.1)
3,224 (8.1)
2,995 (9.7)
476 (13.9)
< 0.001
< 0.001
< 0.001
Year of surgery
       
< 0.001
< 0.001
< 0.001
2015
16,699 (22.6)
10,650 (26.9)
5,853 (19.0)
196 (5.7)
     
2016
13,921 (18.8)
8,242 (20.8)
5,353 (17.3)
326 (9.5)
     
2017
11,694 (15.8)
6,513 (16.5)
4,701 (15.2)
480 (14.0)
     
2018
8,857 (12.0)
4,472 (11.3)
3,905 (12.7)
480 (14.0)
     
2019
8,419 (11.4)
3,907 (9.9)
3,823 (12.4)
689 (20.1)
     
2020
6,980 (9.4)
2,917 (7.4)
3,477 (11.3)
586 (17.1)
     
2021
7,300 (9.9)
2,890 (7.3)
3,746 (12.1)
664 (19.4)
     
Prior healthcare expenditure, median (IQR)
1,870
(781, 4909)
1,990
(807, 5259)
1,768
(759, 4591)
1,595
(716, 4064)
< 0.001
< 0.001
< 0.001
 L-IHR Laparoscopic inguinal hernia repair, R-IHR Robotic inguinal hernia repair, O-IHR Open inguinal hernia repair, PPO Preferred payer organization, HMO Health maintenance organization, POS Point of service, BPH Benign prostate hyperplasia
Others include basic/major medical benefits, exclusive provider organization, consumer driven health plan, and high deductible health plan
Table 6
Propensity score matched comparison of healthcare expenditure by surgical approaches
 
Initial repair
1-year after initial repair
2-yearsa after initial repair
Adj. Mean
AMD (95% CI)
p-value
Adj. Mean
AMD (95% CI)
p-value
Adj. Mean
AMD (95% CI)
p-value
R-IHR vs. L-IHR
   
0.004
   
0.260
   
0.400
L-IHR (n = 3421)
$13,221
$615
($191 to $1,039)
 
$9,377
-$763
(-$2,092 to $567)
 
$19,062
-$1,459
(-$4,875 to $1,956)
 
R-IHR (n = 3421)
$13,836
 
$8,615
 
$17,602
 
R-IHR vs. O-IHR
   
< 0.001
   
0.360
   
0.580
O-IHR (n = 3421)
$9,699
$4,137
($3,733 to $4,541)
 
$9,111
-$497
(-$1,565 to $572)
 
$18,406
-$804
(-$3,626 to $2,019)
 
R-IHR (n = 3421)
$13,836
 
$8,615
 
$17,602
 
L-IHR vs. O-IHR
   
< 0.001
   
0.055
   
0.730
O-IHR (n = 30,858)
$9,687
$3,391
($3,264 to $3,518)
 
$10,136
-$472
(-$954 to $9.97)
 
$19,778
-$185
(-$1,245 to $875)
 
L-IHR (n = 30,858)
$13,078
 
$9,664
 
$19,593
 
L-IHR Laparoscopic inguinal hernia repair, R-IHR Robotic inguinal hernia repair, O-IHR Open inguinal hernia repair, AMD Adjusted mean difference, CI Confidence interval
a Requiring continuous 2 years insurance enrollment resulted in lower sample size down to 19,503 L-IHR vs. 19,861 O-IHR, 2,020 R-IHR vs. 2,2022 O-IHR, and 2,020 R-IHR vs. 1,986 L-IHR for comparison of 2-years expenditures, respectively.
Table 7
Multivariable association between surgical approaches and metachronous reoperations for inguinal hernia repair
 
IH Reoperation
Recurrent IH reoperation
Metachronous IHR
HR (95% CI)
p
HR (95% CI)
p
HR (95% CI)
p
Surgical approach
           
O-IHR
Reference
 
Reference
 
Reference
 
L-IHR
0.84 (0.76 to 0.92)
< 0.001
1.16 (1.00 to 1.35)
0.054
0.67 (0.58 to 0.76)
< 0.001
R-IHR
0.58 (0.44 to 0.78)
< 0.001
0.78 (0.52 to 1.19)
0.26
0.48 (0.33 to 0.70)
< 0.001
Age
           
18–44 years
Reference
 
Reference
 
Reference
 
45–54 years
0.98 (0.85 to 1.13)
0.75
1.18 (0.94 to 1.48)
0.15
0.85 (0.71 to 1.03)
0.091
55–64 years
1.03 (0.90 to 1.17)
0.67
1.19 (0.96 to 1.47)
0.10
0.92 (0.78 to 1.09)
0.32
≥ 65 years
1.15 (0.97 to 1.35)
0.10
1.14 (0.87 to 1.49)
0.36
1.13 (0.91 to 1.39)
0.26
Sex
           
Female
Reference
 
Reference
 
Reference
 
Male
1.13 (0.95 to 1.33)
0.17
1.19 (0.90 to 1.56)
0.22
1.07 (0.87 to 1.32)
0.53
Income (2023 USD)
           
< 35,000
Reference
 
Reference
 
Reference
 
35,000–40,000
0.95 (0.74 to 1.23)
0.70
0.80 (0.53 to 1.21)
0.29
1.05 (0.75 to 1.45)
0.79
≥ 40,000
0.94 (0.73 to 1.22)
0.64
0.93 (0.62 to 1.39)
0.72
0.94 (0.67 to 1.31)
0.72
Unknown
0.96 (0.74 to 1.25)
0.76
1.03 (0.68 to 1.55)
0.90
0.91 (0.65 to 1.28)
0.59
Region
           
Northeast
Reference
 
Reference
 
Reference
 
North Central
0.99 (0.86 to 1.14)
0.91
1.14 (0.91 to 1.44)
0.26
0.90 (0.75 to 1.08)
0.25
South
0.78 (0.68 to 0.90)
< 0.001
0.94 (0.75 to 1.19)
0.62
0.69 (0.57 to 0.82)
< 0.001
West
1.00 (0.86 to 1.18)
0.97
1.11 (0.85 to 1.44)
0.44
0.94 (0.76 to 1.15)
0.52
Unknown
0.46 (0.14 to 1.44)
0.18
0.39 (0.05 to 2.84)
0.35
0.50 (0.12 to 2.06)
0.34
Metropolitan status
           
Metropolitan
Reference
 
Reference
 
Reference
 
Non metropolitan
1.05 (0.86 to 1.27)
0.64
1.00 (0.74 to 1.35)
> 0.99
1.06 (0.82 to 1.35)
0.67
Unknown
1.08 (0.88 to 1.31)
0.47
1.09 (0.79 to 1.50)
0.60
1.06 (0.82 to 1.37)
0.64
Insurance plan
           
PPO
Reference
 
Reference
 
Reference
 
Comprehensive
1.14 (0.97 to 1.33)
0.10
1.18 (0.92 to 1.53)
0.20
1.10 (0.90 to 1.35)
0.33
HMO
1.07 (0.92 to 1.23)
0.38
1.07 (0.85 to 1.35)
0.55
1.07 (0.89 to 1.29)
0.47
POS
1.11 (0.91 to 1.34)
0.30
1.08 (0.79 to 1.48)
0.61
1.13 (0.88 to 1.44)
0.34
Others1
1.08 (0.95 to 1.23)
0.25
1.05 (0.86 to 1.29)
0.61
1.10 (0.93 to 1.30)
0.27
Unknown
1.12 (0.71 to 1.77)
0.62
1.33 (0.69 to 2.59)
0.40
1.0 (0.53 to 1.86)
0.99
BPH
1.33 (1.16 to 1.52)
< 0.001
1.37 (1.10 to 1.70)
0.005
1.29 (1.08 to 1.54)
0.006
Prostate cancer
1.15 (0.89 to 1.49)
0.28
0.68 (0.41 to 1.14)
0.14
1.43 (1.05 to 1.93)
0.022
Charlson comorbidity
           
0
Reference
 
Reference
 
Reference
 
1
1.09 (0.96 to 1.25)
0.18
1.10 (0.90 to 1.36)
0.35
1.08 (0.91 to 1.28)
0.37
2+
1.19 (1.03 to 1.38)
0.019
1.21 (0.96 to 1.52)
0.11
1.18 (0.98 to 1.42)
0.086
Tobacco use
1.30 (1.13 to 1.50)
< 0.001
1.43 (1.15 to 1.78)
0.001
1.20 (0.99 to 1.44)
0.062
Obese/overweight
1.21 (1.04 to 1.40)
0.013
1.30 (1.03 to 1.63)
0.027
1.14 (0.94 to 1.40)
0.19
Year
           
2015
Reference
 
Reference
 
Reference
 
2016
1.09 (0.95 to 1.25)
0.21
1.08 (0.87 to 1.35)
0.47
1.19 (0.99 to 1.41)
0.059
2017
0.96 (0.82 to 1.11)
0.56
0.91 (0.71 to 1.17)
0.46
1.07 (0.87 to 1.30)
0.52
2018
0.90 (0.76 to 1.07)
0.22
0.97 (0.74 to 1.26)
0.80
0.92 (0.73 to 1.16)
0.47
2019
0.88 (0.74 to 1.06)
0.17
0.75 (0.56 to 1.00)
0.054
1.06 (0.85 to 1.33)
0.61
2020
0.91 (0.76 to 1.10)
0.34
0.84 (0.62 to 1.13)
0.25
1.05 (0.82 to 1.33)
0.72
2021
1.02 (0.84 to 1.24)
0.85
1.00 (0.74 to 1.37)
0.98
1.12 (0.87 to 1.45)
0.39
L-IHR Laparoscopic inguinal hernia repair, R-IHR Robotic inguinal hernia repair, O-IHR Open inguinal hernia repair, PPO Preferred payer organization, HMO Health maintenance organization, POS Point of service, HR Hazard ratio, CI Confidence interval
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9.
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11.
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15.
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