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Original Article
An epidemic of cataract surgery in Korea: the effects of private health insurance on the National Health Insurance Service
Hyejin Lee1,2*orcid, Soo-Hee Hwang3*orcid, Choon-Seon Park3orcid, Seol-Hee Chung3orcid, Catherine L. Chen4orcid, Jin Yong Lee5,6,7orcid, Jin Soo Lee8orcid
Epidemiol Health 2024;46:e2024015.
DOI: https://doi.org/10.4178/epih.e2024015
Published online: January 6, 2024

1Department of Family Medicine, Seoul National University Bundang Hospital, Seongnam, Korea

2Department of Family Medicine, Seoul National University, Seoul, Korea

3HIRA Research Institute, Health Insurance Review & Assessment Service, Wonju, Korea

4Department of Anesthesia & Perioperative Care, Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, CA, USA

5Public Healthcare Center, Seoul National University Hospital, Seoul, Korea

6Department of Health Policy and Management, Seoul National University College of Medicine, Seoul, Korea

7Institute of Health Policy and Management, Seoul National University Medical Research Center, Seoul, Korea

8Health Insurance Review & Assessment Service, Wonju, Korea

Correspondence: Jin Yong Lee Public Healthcare Center, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Korea E-mail: jylee2000@gmail.com
Co-correspondence: Jin Soo Lee Health Insurance Review & Assessment Service, 60 Hyeoksin-ro, Wonju 26465, Korea E-mail: jsleehouston@gmail.com
*Lee & Hwang contributed equally to this work as joint first authors.
• Received: August 27, 2023   • Accepted: December 18, 2023

© 2024, Korean Society of Epidemiology

This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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  • OBJECTIVES
    In Korea, the National Health Insurance Service (NHIS) covers essential healthcare expenses, including cataract surgery. To address concerns that private health insurance (PHI) might have inflated the need for such procedures, we investigated the extent of the PHI-attributable increase in cataract surgery and its impact on NHIS-reimbursed expenses.
  • METHODS
    This retrospective, observational study uses nationwide claims data for cataract surgery from 2016 to 2020. We examined trends in utilization and cost, and we estimated the excess numbers of (1) cataract operations attributable to PHI and (2) types of intraocular lenses used for cataract surgery in 2020.
  • RESULTS
    Between 2016 and 2020, a 36.8% increase occurred in the number of cataract operations, with increases of 63.5% and 731.8% in the total healthcare costs reimbursed by NHIS and PHI, respectively. Over a 5-year period, the surgical rate per 100,000 people doubled for patients aged <65 years (from 328 in 2016 to 664 in 2020). Among the 619,771 cases in 2020 of cataract surgery reimbursed by the Korean diagnosis-related group system, more non-NHIS-covered intraocular lenses were used for patients aged <65 years than ≥65 years (68.1 vs. 14.2%). In 2020 alone, an estimated 129,311 excess operations occurred, accounting for an excess cost of US$115 million.
  • CONCLUSIONS
    A dramatic increase in the number and cost of cataract operations has occurred over the last 5 years. The PHI-related increase in operations resulted in increased costs to NHIS. Measures to curtail the non-indicated use of cataract surgery should be implemented regarding PHI.
In Korea, the National Health Insurance Service (NHIS) covers essential healthcare expenses including cataract surgery. There are concerns that private health insurance (PHI) might have boosted cataract surgery. Over 5 years, there was a 36.8% increase in the number of cataract surgery with 63.5% and 731.8% increase in total healthcare costs reimbursed by NHIS and PHI, respectively. Cataract surgeries predominantly surged among individuals under the age of 65, accompanied by a greater utilization of non-NHIS-covered intraocular lenses. The estimated excess number of surgeries was 129,311 in 2020 alone, which accounted for an excess cost of $115 million.
Cataracts are the most common cause of visual impairment among older adults [1,2]. Ophthalmic surveys of 2008-2012, which examined 19,953 adults aged ≥ 40 years with a slit lamp, reported a 42% overall prevalence of cataracts, which increased rapidly from 11.1% among individuals aged 40-49 years to 35.7%, 71.8%, and 94.2% for individuals aged 50-59 years, 60-69 years, and ≥ 70 years, respectively [3]. Cataract surgery is the most effective means of restoring vision [3,4], and 8-53% of patients with cataracts are reported to undergo surgery [5,6]. Initially, cataract surgery was performed to prevent blindness; however, surgery is also recommended to improve quality of life and prevent injuries that may arise from decreased visual acuity [4,7,8]. Therefore, the decision to proceed with cataract surgery is typically made jointly by the patient and ophthalmologist when the presence of cataract disease begins to compromise the patient’s quality of life [4,9]. The healthcare system, including a patient’s insurance policy regarding the scope of coverage and copayment levels, also affects the patient’s decision regarding whether to undergo cataract surgery considering the out-of-pocket expenses.
The Korean healthcare system is based on compulsory social health insurance, and the National Health Insurance Service (NHIS) is the sole insurer that has provided mandatory universal health coverage (UHC) to all Korean residents since 2000; 97% of the subscribers are NHIS beneficiaries paying an insurance premium, and 3% are recipients of the government’s Medical Aid (MA) program [10]. Generally, the out-of-pocket copayment or coinsurance rate is 20-30% [11]. The basic payment scheme is a fee-for-service model. Some diseases and procedures are reimbursed by the diagnosis-related group (DRG) payment system, including cataract surgery since 2013. Subsequently, a steady increase in the number of cataract operations has occurred [12], and recently, PHI claims for cataract surgery have surged [13].
PHI is classified into primary, duplicate, complementary, and supplementary health insurance based on its role and relationship within the healthcare system. In Korea, PHI primarily serves the functions of supplementary and complementary health insurance [14]. Currently, approximately 34 million people (67% of the Korean population) are enrolled in PHI [12]. Since the inception of PHI in 2003, to expand market share, PHI companies have competitively marketed insurance products with exceptional terms and conditions that fully compensate healthcare expenses not covered or only partially covered by the NHIS.
Healthcare utilization varies according to changes in the cost-sharing method. Previous studies have reported that as the patient’s out-of-pocket costs increased, their usage of medical treatment and medication decreased [15-17]. PHI, which reduces out-of-pocket spending, is known to lead to increased healthcare utilization and greater inequality [18]. An Australian study reported similarly that PHI’s reduction in out-of-pocket costs led to increased healthcare utilization [19].
In Korea, since the cost of expensive premium intraocular lenses (IOLs) is covered by PHI while the cost of cataract surgery itself is reimbursed by NHIS, major concerns were raised that PHI might affect healthcare utilization by removing the cost-sharing mechanism, which is negatively correlated with healthcare utilization [20]. Another concern is that refractive lens exchange surgery, which is not covered by NHIS, could be claimed as cataract surgery for reimbursement purposes. In this study, we sought to investigate the extent to which PHI increased patients’ healthcare utilization and the expenses of cataract surgery reimbursed by NHIS.
Study oversight and data sources
Using the Health Insurance Review and Assessment Service (HIRA) claims database, which covers all NHIS beneficiaries in Korea (including MA recipients, whose healthcare expenses are paid by the government), we extracted the demographic characteristics and comorbidities of patients who underwent cataract surgery as well as information about the medical facilities where the procedures were performed. Since the total reimbursement amount for cataract surgery covered by supplemental PHI was disclosed beginning in 2016, we used claims data filed between January 1, 2016 and December 31, 2020.
Since 2013, the DRG payment system has been required in all medical institutions that perform cataract surgery. We extracted all inpatient claims data regarding cataract surgery using Korean DRG codes C051, C052, C053, and C054 (cataract surgery) and Korean Disease codes H25, H26, H28, and Q12.0 (cataract). We also used data regarding the total reimbursement by supplemental PHI for cataract operations between 2016 and 2020 from the Korea Insurance Research Institute [13], as well as demographic data regarding resident registration by age group from the Korea Ministry of the Interior and Safety (MOIS) [21]. Places of surgery were classified into tertiary hospitals, general hospitals, hospitals, and clinics, according to the institution’s size and number of beds. Except for the MOIS data, which were used for sex and age distribution values, all data were considered at the individual level.
The rates and medical costs of cataract surgery
We defined the rate of cataract surgery as the number of cataract operations performed annually per 100,000 people [22]. Premium lenses are covered only by PHI contracts signed before January 2016, whereas they are not covered by the NHIS, according to its reimbursement regulations. The total medical cost (α) was defined as the sum of costs covered by the NHIS (βi) and PHI (γi). The NHIS-covered cost (βi) was calculated as the sum of the NHIS-reimbursed cost (βAi) and coinsurance (βBi). The NHIS-reimbursed cost (βAi) was calculated as the difference between the DRG billing cost (βADi) and the lens cost for patients with PHI (βALi).
Total medical cost (α)
=i=1nDRG billing cost (βADi)-lens cost for patients with PHI (βALi)+coinsurance(βBi)+PHI covered cost (γi)
We used the 2016 rate for cataract surgery as a baseline reference for estimating the excess number of operations and related medical costs. All costs were converted to US dollars from Korean won (exchange rate of 1,176.93:1.00, as of December 1, 2021).
Estimating the excess number of cataract operations
Population aging has a significant impact on the rate at which cataract operations may occur. Therefore, when estimating the excess number of operations, we had to consider the rapid aging of the Korean population. We assumed that the rates of surgery by sex and age group in 2016 would be maintained in subsequent years; the expected number of operations after 2016 was estimated by standardizing the sex and age groups at 5-year intervals using the 2016 sex-specific and age-specific rates as a baseline reference. Subsequently, we calculated the differences between the observed and expected numbers of operations for each sex and age group. A negative difference indicated no occurrence of excess operations; therefore, we did not include negative values in the analysis.
In a reform of the DRG reimbursement policy, a new rule was implemented as of January 1, 2020, such that the cost of IOLs would not be reimbursed by the DRG payment system if the surgery was performed without NHIS-covered IOLs. Since a specific code was recorded to indicate a non-NHIS-covered IOL within the DRG system, we also analyzed the characteristics of cataract operations based on the types of IOL used for patients having cataract surgery in 2020.
Statistical analysis
Baseline characteristics are presented as mean and standard deviation (SD) or number and percentage, using the cataract surgical procedure (rather than the individual patient) as the unit of analysis unless otherwise stated. Since cataract surgery is common among older adults, the age-based data were divided into two large subgroups (< 65 and ≥ 65 years) as well as smaller groups at 5-year intervals. To elucidate temporal trends, we used the Korean resident population data of the MOIS between 2016 and 2020 to calculate age-group-specific surgical rates per 100,000 people [13]. Differences in categorical and continuous variables were assessed using the chi-square test and the student t-test, respectively. All statistical analyses were performed using SAS version 9.4 (SAS Institute Inc., Cary, NC, USA).
Ethics statement
This study was reviewed and approved by the Institutional Review Board of the HIRA (IRB No. 2021126-001).
Characteristics of cataract surgery
The number of cataract operations increased by 36.8% from 475,568 in 2016 to 650,355 in 2020, with a mean annual increase of 8.3%. The number of patients who underwent surgery increased by 26.7% from 327,476 in 2016 to 415,072 in 2020. The mean± SD age of patients decreased from 69.0± 10.2 years in 2016 to 65.9± 10.3 years in 2020. In the group aged < 65 years, a gradual increase was found in the number and proportion of cataract operations, from 146,789 (30.9%) in 2016 to 287,689 (44.2%) in 2020; however, no change was observed in the group aged ≥ 65 years. More female than male patients underwent surgery (60.2 vs. 39.8% in 2020). Most patients were covered by the NHIS, and only a small percentage were MA recipients (0.2% in 2016 and 0.4% in 2020). Regarding the type of institution where cataract surgery was performed, the percentage of operations at a clinic increased in 2020 from 77.5% to 80.9%, whereas the percentage at tertiary hospitals decreased from 6.9% in 2016 to 4.7% in 2020, respectively (Table 1).
Trends in rates of surgery per 100,000 people, stratified by age group
Overall, the rate of cataract surgery was much higher in the group aged ≥ 65 years than in the group aged < 65 years (4,269 and 664 operations per 100,000 people, respectively, in 2020). In the older group, no drastic changes in rate were found, with a decreasing trend over the 5-year period (from 4,700/100,000 people in 2016 to 4,269/100,000 people in 2020), except for a small increase to 4,939/100,000 people in 2019. In contrast, the rate of surgery in the group aged < 65 years doubled from 328/100,000 people in 2016 to 664/100,000 people in 2020 (Supplementary Material 1).
Regarding analysis by 5-year intervals, the group aged 75-79 years showed the highest rates of cataract surgery, followed by the groups aged 70-74 years, 80-84 years, and 65-69 years, respectively. Notably, the rates of surgery decreased in 2020 compared to those in 2019 for all age subgroups ≥ 65 years (Figure 1A, Supplementary Material 1). This could be attributed to the effects of the coronavirus disease 2019 pandemic. In contrast, the rate of surgery in the < 65 years age group increased from 548/100,000 people in 2019 to 664/100,000 people in 2020. Over the 5-year study period, a continuous increase was observed in the rates of cataract surgery in the subgroups aged 45-49 years, 50-54 years, 55-59 years, and 60-64 years, by 113.7%, 137.4%, 103.8%, and 41.8%, respectively (Figure 1B, Supplementary Material 1).
Trends in the medical costs of cataract surgery
The total medical costs of cataract surgery increased by 168% from US$421.1 million in 2016 to US$1.1 billion in 2020. Specifically, the NHIS-covered costs (NHIS-reimbursed costs and coinsurance) gradually increased by 63.5% from US$354.9 million in 2016 to US$580.2 million in 2020. Within the same period, the PHI-covered cost showed a sharper increase of 731.8%, from US$66.2 million to US$550.8 million. In 2020, PHI covered 48.7% of the total medical costs of cataract operations (US$1,130.9 billion) (Figure 2, Supplementary Material 2). The medical cost of each cataract procedure, which was calculated as the simple average per procedure, increased by 96.1% from US$887 in 2016 to US$1,740 in 2020. Although some of the statutory out-of-pocket costs may have overlapped with the PHI-covered costs, the overlap was considered insignificant (Supplementary Material 2).
Estimated excess number of cataract operations
In 2020, the observed number of cataract operations exceeded the expected number by 129,311 (Supplementary Material 3). Further analysis according to sex revealed that female patients had 2.0 times to 2.6 times more excess operations than male patients (Figure 3A and B, Supplementary Material 4).
Types of intraocular lenses used for cataract surgery in 2020
Among the 650,355 cataract operations performed in 2020, 619,771 (95%) were covered by the DRG payment system. Among the DRG-reimbursed operations, 38.3% were performed using non-NHIS-covered IOLs. Overall, the mean age of patients who underwent cataract surgery using non-NHIS-covered IOLs was 12 years younger than the patients who used NHIS-covered IOLs (mean age: 58.38± 7.88 vs. 70.47± 8.84 years; p< 0.001).
Non-NHIS-covered IOLs were used in 68.1% and 14.2% of cataract operations performed in the groups aged < 65 years and ≥ 65 years, respectively. The percentage of operations performed using non-NHIS-covered IOLs was 10.2% higher for female patients (42.3%) than male patients (32.1%). Additionally, the percentages of cataract operations performed using non-NHIS-covered IOLs were significantly lower in tertiary (11.3%) and general hospitals (9.1%) than in hospitals (37.3%) and clinics (40.9%). Overall, 90.6% of the cataract operations that used non-NHIS-covered IOLs were performed in clinics.
For the subgroups aged <65 years, non-NHIS-covered IOLs were used for 83.1%, 82.9%, 72.2%, and 52.2% of the operations performed for the groups aged 45-49 years, 50-54 years, 55-59 years, and 60-64 years, respectively. For the subgroups aged ≥ 65 years, a gradual decrease occurred in the percentage of cataract operations performed using non-NHIS-covered IOLs, from 29.2% in the subgroup aged 65-69 years to 3.4% in the subgroup aged ≥ 85 years. Analysis by sex revealed that the percentage of operations performed using NHIS-covered IOLs increased with age, starting from the subgroups aged 60-64 years for males and 65-69 years for females (Figure 4, Supplementary Materials 5 and 6).
Our findings showed that the overall rates of cataract surgery in Korea increased between 2016 and 2020, with substantial increases in rates for patients younger than 65 years. Furthermore, an incremental increase occurred in the excess number of cataract operations, primarily in patients younger than 65, with females showing a higher excess number of operations than males. This trend was most notable in the year 2020 when, because of the severe acute respiratory syndrome coronavirus 2 pandemic, the rate of cataract surgery declined compared to 2019 and the observed number of operations in patients older than 65 years fell below the expected total, in contrast to the excess number of operations observed the same year in patients younger than 65 years. Taken together, our findings suggest that factors other than an aging population have contributed to the increased utilization of cataract surgery in Korea.
Our findings contradict medical guidelines for cataract care and our epidemiological knowledge of cataract disease [23]. A remote explanation could be overdiagnosis, similar to the thyroid cancer epidemic observed a decade ago in Korea, where widespread screening using very sensitive detection tools, including thyroid ultrasound, resulted in a nationwide overdiagnosis of indolent subclinical thyroid cancers [24]. Although early-stage cataracts may be detected easily through a slit-lamp examination, overdiagnosis cannot sufficiently explain the increased rate of cataract surgery among females aged 45-65 years.
We believe that the most likely driver of increased surgical rates is the use of premium IOLs for vision correction surgery in patients with presbyopia, with claims submitted as “cataract surgery” for NHIS reimbursement purposes. Both the overdiagnosis of thyroid cancer and the overutilization of cataract surgery are likely to be driven by the overutilization of marketed healthcare services covered by the UHC system, which has become a big business in Korea [20,25]. Another contributor to the “cataract surgery epidemic” in Korea is the removal of cost-sharing through the introduction of PHI, since cost-sharing is negatively correlated with healthcare utilization [26]. Since PHI has nearly eliminated the burden of out-of-pocket costs, patients with PHI are incentivized to undergo vision correction surgery using PHI-covered IOLs.
Previous research has shown that risk-averse individuals tend to prefer comprehensive coverage to reduce the substantial financial risk associated with healthcare utilization [27]. Because supplementary PHI reduces out-of-pocket expenses, it may be utilized especially by individuals who seek medical guidance and treatment frequently. Additionally, PHI is known to increase patients’ utilization of services that have relatively elastic demands, rather than emergency services. Cataract surgery is estimated to be directly influenced by the effects of PHI, given its classification under services with relatively elastic demands [18,28]. Healthcare providers working at private clinics widely advertise this surgery because it maximizes the financial benefits of PHI without placing any additional burden on the patient.
Notably, a substantial portion of the NHIS-covered cost of cataract surgery is attributable to the PHI-related increase in the rate of cataract surgery. The actual NHIS-reimbursed cost during the study period was approximately US$893 per surgery. Therefore, the NHIS-reimbursed cost for the 129,311 excess operations was estimated to exceed US$115 million in 2020 alone, which accounted for 24.8% of the NHIS-reimbursed costs of cataract surgery. Even with the assumption that all cataract operations in patients ≥ 65 years and the additional 68.1% of operations performed using non-NHIS-covered IOLs in patients younger than 65 years were indeed medically indicated, an estimated 140,467 cases underwent “cataract surgery” for reasons other than cataracts, which is 11,000 more cases than our estimated excess number of cataract operations. This suggests that our estimate for the excess number of operations is quite conservative and that the actual NHIS-reimbursed costs for the excess number of operations are much greater than our estimate.
Although cataract surgery is generally considered a low-risk procedure [29], it may still result in complications. Intraoperative posterior capsule rupture, intraoperative floppy iris syndrome, and iris or ciliary body injury have been reported in as low as 0.5% to as high as 1.2-5.2% of cataract surgery cases [30], and infections such as endophthalmitis have been reported in 0.04% of the cases [31]. In addition to the immediate complications, since patients who undergo surgery using premium IOLs are relatively young with a longer expected remaining lifespan than typical cataract patients, they may be more likely to experience delayed complications. Given the increase in the number of cataract operations performed in younger patients, these long-term complication rates are expected to increase over time, which will yield additional medical costs to be covered by the NHIS.
Most studies that use insurance claims data have an inherent limitation of distorted coding for reimbursement purposes. Therefore, the current study cannot accurately determine the true prevalence of cataracts; however, this is also a strength of our study [32,33]. By analyzing trends in sex- and age-group-specific rates of cataract surgery, we observed that the recent increase in the surgical rate in Korea was due mostly to the increase in vision correction operations using PHI-covered IOLs in younger patients, which might have been coded as cataract surgery for NHIS reimbursement purposes.
Our study has some additional limitations. In our study, we could not obtain individual-level details on patients who underwent cataract surgery using PHI-covered IOLs. Instead, we only had information regarding the total annual cost of cataract operations covered by PHI. Therefore, the causal effect of PHI on the current cataract surgery epidemic was estimated very conservatively using the sex-group-specific and age-group-specific rates of surgery in 2016 as a baseline. Since PHI for cataract surgery was available starting in 2009, coding distortion may have been present already in the 2016 claims data. Therefore, the actual effect of PHI on the cataract surgery epidemic might be considerably greater than our estimate.
In conclusion, the PHI-related increase in vision correction operations, which were claimed as cataract surgery for NHIS reimbursement purposes, is among the main reasons for the recent increase in the rate of cataract surgery in Korea. This has placed an extra financial burden on the NHIS, which exceeded US$115 million in 2020 alone, accounting for 24.8% of the total NHIS-reimbursed costs of cataract surgery. It is important to establish a clear indication for cataract surgery according to its severity. Moreover, we recommend that reimbursement strategies by PHI and NHIS be revised for cataract surgical care to disallow the non-indicated use of cataract surgery for refractive lens exchange.
Supplementary materials are available at https://doi.org/10.4178/epih.e2024015.

Supplementary Material 1.

Trend in cataract surgery rates from 2016 to 2020
epih-46-e2024015-Supplementary-1.docx

Supplementary Material 2.

Trend in medical cost of cataract surgery from 2016 to 2020
epih-46-e2024015-Supplementary-2.docx

Supplementary Material 3.

Observed and expected number of cataract surgery by 5-year intervals
epih-46-e2024015-Supplementary-3.docx

Supplementary Material 4.

Observed and expected number of cataract surgery according to sex by 5-year intervals
epih-46-e2024015-Supplementary-4.docx

Supplementary Material 5.

Types of intraocular lens for cataract surgery in 2020
epih-46-e2024015-Supplementary-5.docx

Supplementary Material 6.

Types of intraocular lens for cataract surgery in 2020 according to sex and age
epih-46-e2024015-Supplementary-6.docx

Conflict of interest

The authors have no conflicts of interest to declare for this study.

Funding

This work was supported by the National Institute of Aging (K23 AG072035).

Author contributions

Conceptualization: Lee H, Hwang SH, Lee JY, Lee JS. Data curation: Hwang SH, Park CS, Chung SH. Formal analysis: Hwang SH. Funding acquisition: Chen CL. Methodology: Lee H, Hwang SH, Lee JY, Lee JS. Validation: Hwang SH, Lee JY. Writing – original draft: Lee H, Hwang SH, Chen CL. Writing – review & editing: Lee H, Hwang SH, Park CS, Chung SH, Chen CL, Lee JY, Lee JS.

None.
Figure 1.
Rates of cataract surgery by age group (A) ≥65 and (B) <65 from 2016 to 2020.
epih-46-e2024015f1.jpg
Figure 2.
Average medical costs for cataract surgery from 2016 to 2020. NHIS, National Health Insurance Service; PHI, private health insurance; USD, US dollar.
epih-46-e2024015f2.jpg
Figure 3.
Differences between observed and expected numbers of cataract operations, by 5-year intervals (A) male and (B) female.
epih-46-e2024015f3.jpg
Figure 4.
Percentages of cataract operations using premium IOLs and total numbers of cataract operations, by 5-year intervals. Premium IOLs are not covered by NHIS. Results were stratified by patient age in 5-year intervals. This figure only includes cataract operations reimbursed by the diagnosis-related group payment system in 2020. NHIS, National Health Insurance Service; IOLs, intraocular lenses.
epih-46-e2024015f4.jpg
epih-46-e2024015f5.jpg
Table 1.
Characteristics of cataract operations from 2016 to 2020 in Korea
Characteristics 2016 2017 2018 2019 2020
No. of operations 475,568 (100) 503,330 (100) 542,586 (100) 636,628 (100) 650,355 (100)
Age, mean±SD (yr) 69.0±10.2 68.2±10.4 67.7±10.5 67.4±10.4 65.9±10.3
Age distribution (yr)
 <65 146,789 (30.9) 167,063 (33.2) 194,049 (35.8) 240,193 (37.7) 287,689 (44.2)
 ≥65 328,779 (69.1) 336,267 (66.8) 348,537 (64.2) 396,435 (62.3) 362,666 (55.8)
Sex
 Male 196,432 (41.3) 208,681 (41.5) 223,216 (41.1) 258,034 (40.5) 258,866 (39.8)
 Female 279,136 (58.7) 294,649 (58.5) 319,370 (58.9) 378,594 (59.5) 391,489 (60.2)
Type of insurance
 NHIS 474,763 (99.8) 502,540 (99.8) 541,572 (99.8) 634,742 (99.7) 647,811 (99.6)
 Medical Aid 805 (0.2) 790 (0.2) 1,014 (0.2) 1,886 (0.3) 2,544 (0.4)
Place of surgery
 Tertiary hospital 32,784 (6.9) 33,828 (6.7) 36,428 (6.7) 38,691 (6.1) 30,756 (4.7)
 General hospital 26,513 (5.6) 28,822 (5.7) 30,982 (5.7) 35,413 (5.6) 31,872 (4.9)
 Hospital 47,505 (10.0) 54,077 (10.7) 54,476 (10.0) 63,020 (9.9) 61,552 (9.5)
 Clinic 368,766 (77.5) 386,603 (76.8) 420,700 (77.5) 499,504 (78.5) 526,175 (80.9)

Values are presented as number (%).

SD, standard deviation; NHIS, National Health Insurance Service.

Figure & Data

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