Table 1. General characteristics of samples
Variables
|
N (%)
|
Total
|
Insured in private health insurance
|
Paid benefits
|
Characteristics of householders
|
Gender
|
Men
|
4,305 (76.28)
|
3,051 (80.95)
|
193 (78.46)
|
Women
|
1,339 (23.72)
|
718 (19.05)
|
53 (21.54)
|
Age
|
< 29
|
187 (3.31)
|
90 (2.39)
|
13 (5.28)
|
30~39
|
676 (11.98)
|
454 (12.05)
|
52 (21.14)
|
40~49
|
1,166 (20.66)
|
761 (20.19)
|
83 (33.74)
|
50~64
|
1,727 (30.6)
|
1,013 (26.88)
|
93 (37.80)
|
> 65
|
1,888 (33.45)
|
1,451 (38.5)
|
5 (2.03)
|
Education
|
Higher than college
|
1,703 (30.17)
|
1,123 (29.8)
|
114 (46.34)
|
High school
|
2,185 (38.71)
|
1,487 (39.45)
|
92 (37.4)
|
Less than middle school
|
1,756 (31.11)
|
1,159 (30.75)
|
40 (16.26)
|
Marital status
|
Married
|
3,929 (69.61)
|
2,856 (75.78)
|
186 (75.61)
|
Single
|
1,715 (30.39)
|
913 (24.22)
|
60 (24.39)
|
Job type
|
Employee
|
2,430 (43.05)
|
1,507 (39.98)
|
157 (63.82)
|
Employer/self-Employed
|
1,356 (24.03)
|
896 (23.77)
|
61 (24.80)
|
Unemployed
|
1,858 (32.92)
|
1,366 (36.24)
|
28 (11.38)
|
Characteristics of households
|
Income level
|
5th (rich)
|
1,128 (19.99)
|
741 (19.66)
|
75 (30.49)
|
4th
|
1,128 (19.99)
|
724 (19.21)
|
61 (24.8)
|
3rd
|
1,129 (20.00)
|
695 (18.44)
|
71 (28.86)
|
2nd
|
1,129 (20.00)
|
760 (20.16)
|
33 (13.41)
|
1st (poor)
|
1,130 (20.00)
|
849 (22.53)
|
6 (2.44)
|
Private health insurance
|
No
|
1,875 (33.22)
|
-
|
-
|
Yes
|
3,769 (66.78)
|
3,769 (66.78)
|
-
|
Type of national health insurance
|
Employee
|
3,731 (66.11)
|
2,465 (65.40)
|
172 (69.92)
|
Self-employed
|
1,481 (26.24)
|
971 (25.76)
|
70 (28.46)
|
Medical Aid
|
432 (7.65)
|
333 (8.84)
|
4 (1.63)
|
Presence of disabled
|
No
|
5,037 (89.25)
|
3,322 (88.14)
|
235 (95.53)
|
Yes
|
607 (10.75)
|
447 (11.86)
|
11 (4.47)
|
Presence of four major diseases
|
No
|
4,259 (75.46)
|
2,762 (73.28)
|
210 (85.37)
|
Yes
|
1,385 (24.54)
|
1,007 (26.72)
|
36 (14.63)
|
Number. of chronic diseases (mean, S.D.)
|
0.567, 0.678
|
0.610, 0.701
|
0.610, 0.701
|
Number of samples
|
5,644
|
3,769
|
246
|
* The Pearson chi2 test between paid benefit and other characteristics results p < 0.05.
Table 2. National health insurance benefits, out-of-pocket expenses, and private health insurance benefits by income quintile
Income quartile
|
National health insurance benefits (dollar)
|
Out-of-pocket expenses (dollar)
|
Private health insurance benefits (dollar)
|
|
n
|
Mean
|
S.D.
|
n
|
Mean
|
S.D.
|
n
|
Mean
|
S.D.
|
1st (poor)
|
1,096
|
2,375.82
|
4,541.33
|
1,096
|
1,209.17
|
1,694.55
|
6
|
1,351.0
|
1,755.47
|
2nd
|
1,113
|
2,463.50
|
4,362.19
|
1,113
|
1,627.60
|
2,106.19
|
33
|
762.11
|
666.34
|
3rd
|
1,106
|
1,925.73
|
3,407.04
|
1,106
|
1,566.22
|
1,931.47
|
71
|
864.78
|
1,827.95
|
4th
|
1,098
|
1,644.84
|
3,044.78
|
1,098
|
1,657.88
|
2,062.06
|
61
|
851.90
|
1,696.51
|
5th (rich)
|
1,103
|
1,707.51
|
3,559.46
|
1,103
|
1,710.57
|
2,150.51
|
75
|
3,643.41
|
9,508.58
|
Total
|
5,516
|
2,024.12
|
3,839.85
|
5,516
|
1,554.74
|
2,003.41
|
246
|
1,706.84
|
5,545.17
|
Exchange rate: 1dollar = Korean Won 1,146.9 (2021.08.10)
Table 3. Summary results of incidence and the positive gap of catastrophic health expenditure based on out-of-pocket expenses, total healthcare payment, and private health care payments
|
Based on out-of-pocket expenses
|
Based on total health care payment
|
National health insurance coverage
|
Threshold
|
10%
|
20%
|
40%
|
|
10%
|
20%
|
40%
|
|
10%
|
20%
|
40%
|
Incidence measures
|
|
19.26%
|
8.03%
|
2.43%
|
|
34.43%
|
19.95%
|
9.53%
|
|
15.17%
|
11.92%
|
7.10%
|
Intensity measures
|
|
2.76%
|
1.52%
|
0.62%
|
|
10.83%
|
8.23%
|
5.48%
|
|
8.06%
|
6.70%
|
4.86%
|
|
14.39%
|
19.14
|
26.17%
|
|
31.51%
|
41.38%
|
57.84%
|
|
23.46%
|
33.71%
|
51.29%
|
|
Based on out-of-pocket expenses
|
Based on private health care payment
|
Private health insurance coverage
|
Incidence measures
|
|
19.26%
|
8.03%
|
2.43%
|
|
20.48%
|
8.65%
|
2.73%
|
|
1.22%
|
0.62%
|
0.30%
|
Intensity measures
|
|
2.76%
|
1.52%
|
0.62%
|
|
3.05%
|
1.73%
|
0.73%
|
|
0.28%
|
0.20%
|
0.11%
|
|
14.39%
|
19.14%
|
26.17%
|
|
14.94%
|
20.15%
|
27.62%
|
|
1.39%
|
2.38%
|
4.30%
|
Note: is incidence, is positive gap, is mean positive gap of catastrophic health expenditure using out-of-pocket payments; is incidence, is positive gap, is mean positive gap of catastrophic health expenditure using total healthcare payment rather than out-of-pocket payments; is incidence, is positive gap, is mean positive gap of catastrophic health expenditure using private healthcare payments; is incidence, is positive gap, is mean positive gap of national health insurance coverage, is incidence, is positive gap, is mean positive gap of private health insurance coverage.
Table 4. Coverage effects of national health insurance and private health insurance on catastrophic health expenditure (hierarchical regression analysis)
|
Model 1
|
Model 2
|
Model 3
|
Incidence
|
Positive gap
|
Incidence
|
Positive gap
|
Incidence
|
Positive gap
|
OR
|
S.E.
|
f.
|
S.E.
|
OR
|
S.E.
|
|
S.E.
|
OR
|
S.E.
|
|
S.E.
|
Private Health Insurance coverage ()
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
-
|
1.467*
|
0.252
|
0.068**
|
0.022
|
National Health Insurance coverage ()
|
-
|
-
|
-
|
-
|
16.743***
|
1.762
|
0.936***
|
0.009
|
16.728***
|
1.769
|
0.933***
|
0.009
|
Gender (Male)
|
Female
|
1.018
|
0.138
|
-0.054
|
0.115
|
1.053
|
0.230
|
0.041
|
0.045
|
1.045
|
0.228
|
0.034
|
0.045
|
Age (< 29)
|
30–39
|
0.611
|
0.159
|
0.119
|
0.286
|
0.841
|
0.313
|
-0.088
|
0.113
|
0.830
|
0.309
|
-0.087
|
0.113
|
40–49
|
0.754
|
0.184
|
0.132
|
0.260
|
1.031
|
0.360
|
0.008
|
0.102
|
1.015
|
0.355
|
0.004
|
0.102
|
50–64
|
0.987
|
0.241
|
0.036
|
0.256
|
1.433
|
0.504
|
0.014
|
0.101
|
1.427
|
0.502
|
0.024
|
0.101
|
> 65
|
1.231
|
0.313
|
0.106
|
0.262
|
1.542
|
0.574
|
0.004
|
0.103
|
1.541
|
0.573
|
0.017
|
0.103
|
Education level
|
High school
|
1.485***
|
0.166
|
0.215*
|
0.101
|
1.025
|
0.171
|
0.006
|
0.040
|
1.024
|
0.171
|
0.009
|
0.040
|
(> college)
|
< middle school
|
1.089
|
0.111
|
0.111
|
0.100
|
0.914
|
0.134
|
0.001
|
0.039
|
0.917
|
0.134
|
-0.001
|
0.039
|
Marital status
(married)
|
Single
|
0.629***
|
0.082
|
-0.023
|
0.111
|
0.742
|
0.155
|
-0.075
|
0.043
|
0.741
|
0.155
|
-0.073
|
0.043
|
Job type
(employee)
|
Employer/self-employed
|
1.202
|
0.119
|
0.207*
|
0.088
|
1.024
|
0.153
|
0.005
|
0.035
|
1.020
|
0.153
|
0.001
|
0.035
|
Unemployed
|
1.455***
|
0.141
|
0.286***
|
0.082
|
1.159
|
0.175
|
0.018
|
0.032
|
1.155
|
0.175
|
0.017
|
0.032
|
Income level
(rich)*
|
Quintile 4
|
2.034***
|
0.298
|
0.013
|
0.171
|
1.866***
|
0.378
|
0.114
|
0.067
|
1.893**
|
0.384
|
0.126
|
0.067
|
Quintile 3
|
4.187***
|
0.586
|
0.136
|
0.159
|
3.196***
|
0.628
|
0.102
|
0.063
|
3.238***
|
0.637
|
0.114
|
0.063
|
Quintile 2
|
9.299***
|
1.329
|
0.524***
|
0.157
|
4.709***
|
0.975
|
0.205***
|
0.062
|
4.771***
|
0.991
|
0.215***
|
0.062
|
Quintile 1
(poor)
|
17.057***
|
2.740
|
0.848***
|
0.163
|
6.392***
|
1.558
|
0.283***
|
0.064
|
6.489***
|
1.585
|
0.293***
|
0.064
|
Private health insurance (no)
|
Yes
|
1.159
|
0.104
|
-0.057
|
0.067
|
1.105
|
0.161
|
0.027
|
0.026
|
1.100
|
0.160
|
0.023
|
0.026
|
Type of national health insurance
(employee)
|
Self-employed
|
0.935
|
0.077
|
-0.116
|
0.067
|
0.939
|
0.119
|
0.004
|
0.026
|
0.941
|
0.119
|
0.002
|
0.026
|
Medical Aid
|
0.645***
|
0.081
|
0.073
|
0.093
|
0.635*
|
0.141
|
-0.188***
|
0.037
|
0.639
|
0.141
|
-0.186***
|
0.037
|
Disabled (no)
|
Yes
|
1.007
|
0.105
|
0.121
|
0.077
|
0.863
|
0.154
|
-0.017
|
0.031
|
0.861
|
0.154
|
-0.017
|
0.030
|
Four major diseases (no)
|
Yes
|
2.848***
|
0.225
|
0.386***
|
0.058
|
1.609***
|
0.202
|
0.001
|
0.023
|
1.591***
|
0.200
|
-0.001
|
0.023
|
Number of chronic diseases
|
|
1.618***
|
0.121
|
0.061
|
0.065
|
1.354**
|
0.158
|
-0.012
|
0.025
|
1.365**
|
0.160
|
-0.008
|
0.025
|
Constants
|
0.045***
|
0.012
|
1.561***
|
0.282
|
0.022***
|
0.008
|
0.254*
|
0.112
|
0.226***
|
0.008
|
0.237*
|
0.112
|
Model fits
|
0.2708***
|
0.144***
|
0.6437***
|
0.866***
|
0.6443***
|
0.866***
|
*p < .05; **p < .01; ***p < .001