, Ju-Mi Lee2
, Hae-Sung Nam2
1Department of Public Health, Graduate School, Chungnam National University, Daejeon, Korea
2Department of Preventive Medicine, Chungnam National University College of Medicine, Daejeon, Korea
© 2025, 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.
| Characteristics | Unmet needs (O) |
Unmet needs (A) |
Unmet needs (E) |
|||
|---|---|---|---|---|---|---|
| Unmet | Met | Unmet | Met | Unmet | Met | |
| Individual level (1-level) | ||||||
| Socioeconomic status | ||||||
| Gender | ||||||
| Men | 2,955 (11.69) | 21,827 (88.31) | 1,724 (7.21) | 21,827 (92.80) | 882 (4.28) | 21,827 (95.72) |
| Women | 5,928 (16.12) | 28,704 (83.88) | 3,202 (9.93) | 28,704 (90.07) | 1,632 (5.33) | 28,704 (94.67) |
| p-value | <0.001 | <0.001 | <0.001 | |||
| Education | ||||||
| High school or higher | 2,072 (11.09) | 16,377 (88.91) | 1,399 (7.83) | 16,377 (92.17) | 463 (2.90) | 16,377 (97.10) |
| Middle school or lower | 6,811 (16.19) | 34,154 (83.81) | 3,527 (9.31) | 34,154 (90.69) | 2,051 (6.19) | 34,154 (93.81) |
| p-value | <0.001 | <0.001 | <0.001 | |||
| Household income (103 KRW) | ||||||
| ≥3,000 | 1,652 (10.59) | 13,671 (89.41) | 1,219 (8.19) | 13,671 (91.81) | 262 (1.96) | 13,671 (98.04) |
| 1,000-3,000 | 3,606 (13.47) | 23,149 (86.53) | 2,158 (8.36) | 23,149 (91.64) | 968 (4.73) | 23,149 (95.27) |
| ≤1,000 | 3,625 (21.33) | 13,711 (78.67) | 1,549 (10.40) | 13,711 (89.60) | 1,284 (10.00) | 13,711 (90.00) |
| p-value | <0.001 | <0.001 | <0.001 | |||
| Oral health status | ||||||
| Subjective oral health status | ||||||
| Good | 507 (5.10) | 9,216 (94.90) | 379 (3.95) | 9,216 (96.05) | 60 (0.68) | 9,216 (99.32) |
| Bad | 8,376 (16.06) | 41,315 (83.94) | 4,547 (9.77) | 41,315 (90.23) | 2,454 (5.80) | 41,315 (94.20) |
| p-value | <0.001 | <0.001 | <0.001 | |||
| Chewing difficulty | ||||||
| No | 3,324 (8.66) | 35,041 (91.34) | 2,287 (6.24) | 35,041 (93.76) | 573 (1.86) | 35,041 (98.14) |
| Yes | 5,559 (25.97) | 15,490 (74.03) | 2,639 (14.65) | 15,490 (85.35) | 1,941 (11.98) | 15,490 (88.02) |
| p-value | <0.001 | <0.001 | <0.001 | |||
| Social capital status | ||||||
| Neighborhood trust | ||||||
| Yes | 6,715 (13.15) | 40,322 (86.85) | 3,785 (8.21) | 40,322 (91.79) | 1,767 (4.19) | 40,322 (95.81) |
| No | 2,168 (16.83) | 10,209 (83.17) | 1,141 (10.06) | 10,209 (89.94) | 747 (6.68) | 10,209 (93.32) |
| p-value | <0.001 | <0.001 | <0.001 | |||
| Frequency of contact | ||||||
| High | 4,452 (12.43) | 28,617 (87.57) | 2,655 (8.09) | 28,617 (91.91) | 1,006 (3.45) | 28,617 (96.55) |
| Low | 4,431 (15.57) | 21,914 (84.43) | 2,271 (9.22) | 21,914 (90.78) | 1,508 (6.03) | 21,914 (93.98) |
| p-value | <0.001 | <0.001 | <0.001 | |||
| Marital status | ||||||
| Yes | 4,807 (12.11) | 33,534 (87.89) | 3,061 (8.24) | 33,534 (91.76) | 1,122 (3.42) | 33,534 (96.58) |
| No | 4,076 (18.38) | 16,997 (81.62) | 1,865 (9.72) | 16,997 (90.28) | 1,392 (7.91) | 16,997 (92.09) |
| p-value | <0.001 | <0.001 | <0.001 | |||
| Social participation | ||||||
| Yes | 5,111 (12.28) | 33,867 (87.72) | 3,158 (8.14) | 33,867 (91.86) | 1,244 (3.64) | 33,867 (96.36) |
| No | 3,772 (18.30) | 16,664 (81.70) | 1,768 (10.02) | 16,664 (89.98) | 1,270 (7.63) | 16,664 (92.37) |
| p-value | <0.001 | <0.001 | <0.001 | |||
| Regional level (2-level) | ||||||
| Fiscal independence ratio | ||||||
| Low | 5,642 (14.57) | 30,453 (85.43) | 3,052 (8.68) | 30,453 (91.32) | 1,490 (4.79) | 30,453 (95.21) |
| High | 3,241 (13.91) | 20,078 (86.09) | 1,874 (8.71) | 20,078 (91.29) | 1,024 (4.88) | 20,078 (95.12) |
| p-value | 0.064 | 0.920 | 0.678 | |||
| No. of dentists per 10,000 population | ||||||
| Low | 5,217 (15.58) | 27,143 (84.42) | 2,848 (9.31) | 27,143 (90.69) | 1,397 (5.17) | 27,143 (94.83) |
| High | 3,666 (13.45) | 23,388 (86.55) | 2,078 (8.41) | 23,388 (91.59) | 1,117 (4.70) | 23,388 (95.30) |
| p-value | <0.001 | <0.01 | <0.05 | |||
| No. of volunteers per 1,000 population | ||||||
| Low | 4,076 (14.30) | 23,306 (85.70) | 2,259 (8.85) | 23,306 (91.15) | 1,229 (5.04) | 23,306 (94.96) |
| High | 4,807 (13.90) | 27,225 (86.10) | 2,667 (8.46) | 27,225 (91.54) | 1,285 (4.55) | 27,225 (95.45) |
| p-value | 0.271 | 0.193 | <0.05 | |||
| No. of non-profit organizations per 100,000 population | ||||||
| Low | 4,034 (14.51) | 22,925 (85.49) | 2,288 (8.99) | 22,925 (91.01) | 1,199 (5.13) | 22,925 (94.87) |
| High | 4,849 (13.62) | 27,606 (86.38) | 2,638 (8.28) | 27,606 (91.72) | 1,315 (4.45) | 27,606 (95.55) |
| p-value | <0.05 | <0.05 | <0.01 | |||
| Total | 8,883 (14.15) | 50,531 (85.85) | 4,926 (8.70) | 50,531 (91.30) | 2,514 (4.85) | 50,531 (95.15) |
| Variables | Unmet needs (O) |
Unmet needs (A) |
Unmet needs (E) |
|||
|---|---|---|---|---|---|---|
| Model 1 | Model 2 | Model 1 | Model 2 | Model 1 | Model 2 | |
| Individual level (1-level) | ||||||
| Socioeconomic status | ||||||
| Gender | ||||||
| Men | Reference | Reference | Reference | Reference | Reference | Reference |
| Women | 1.37 (1.30, 1.45) |
1.37 (1.30, 1.45) |
1.45 (1.35, 1.55) |
1.45 (1.35, 1.55) |
1.06 (0.96, 1.17) | 1.06 (0.96, 1.17) |
| Education | ||||||
| High school or higher | Reference | Reference | Reference | Reference | Reference | Reference |
| Middle school or lower | 0.98 (0.92, 1.04) | 0.98 (0.92, 1.04) | 0.91 (0.84, 0.98) |
0.91 (0.84, 0.98) |
1.16 (1.03, 1.31) |
1.18 (1.05, 1.33) |
| Household income (103 KRW) | ||||||
| ≥3,000 | Reference | Reference | Reference | Reference | Reference | Reference |
| 1,000-3,000 | 1.13 (1.05, 1.20) |
1.12 (1.05, 1.20) |
0.95 (0.88, 1.03) | 0.95 (0.88, 1.03) | 1.89 (1.64, 2.18) |
1.91 (1.66, 2.21) |
| ≤1,000 | 1.39 (1.29, 1.50) |
1.39 (1.29, 1.50) |
0.96 (0.87, 1.05) | 0.95 (0.87, 1.04) | 2.81 (2.42, 3.26) |
2.86 (2.46, 3.32) |
| Oral health status | ||||||
| Subjective oral health status | ||||||
| Good | Reference | Reference | Reference | Reference | Reference | Reference |
| Bad | 2.14 (1.94, 2.36) |
2.14 (1.94, 2.35) |
1.95 (1.74, 2.18) |
1.95 (1.74, 2.18) |
3.37 (2.59, 4.40) |
3.37 (2.59, 4.40) |
| Chewing difficulty | ||||||
| No | Reference | Reference | Reference | Reference | Reference | Reference |
| Yes | 2.96 (2.82, 3.12) |
2.96 (2.82, 3.12) |
2.31 (2.17, 2.47) |
2.31 (2.17, 2.47) |
5.13 (4.64, 5.68) |
5.16 (4.66, 5.71) |
| Social capital status | ||||||
| Neighborhood trust | ||||||
| Yes | Reference | Reference | Reference | Reference | Reference | Reference |
| No | 1.19 (1.13, 1.27) |
1.19 (1.13, 1.27) |
1.17 (1.08, 1.26) |
1.17 (1.09, 1.26) |
1.31 (1.18, 1.45) |
1.29 (1.17, 1.43) |
| Frequency of contact | ||||||
| High | Reference | Reference | Reference | Reference | Reference | Reference |
| Low | 1.26 (1.20, 1.33) |
1.27 (1.20, 1.33) |
1.12 (1.05, 1.19) |
1.12 (1.05, 1.20) |
1.68 (1.53, 1.84) |
1.66 (1.51, 1.82) |
| Marital status | ||||||
| Yes | Reference | Reference | Reference | Reference | Reference | Reference |
| No | 1.12 (1.06, 1.19) |
1.12 (1.06, 1.19) |
0.94 (0.87, 1.01) | 0.94 (0.88, 1.01) | 1.47 (1.34, 1.63) |
1.47 (1.33, 1.62) |
| Social participation | ||||||
| Yes | Reference | Reference | Reference | Reference | Reference | Reference |
| No | 1.09 (1.04, 1.15) |
1.09 (1.04, 1.15) |
0.95 (0.89, 1.02) | 0.95 (0.89, 1.02) | 1.23 (1.13, 1.35) |
1.24 (1.13, 1.35) |
| Regional level (2-level) | ||||||
| Fiscal independence ratio | ||||||
| Low | Reference | Reference | Reference | Reference | Reference | Reference |
| High | Reference | 1.04 (0.92, 1.17) | Reference | 1.03 (0.90, 1.17) | Reference | 1.29 (1.09, 1.52) |
| No. of dentists per 10,000 population | ||||||
| Low | Reference | Reference | Reference | Reference | Reference | Reference |
| High | Reference | 0.82 (0.73, 0.92) |
Reference | 0.82 (0.73, 0.93) |
Reference | 0.92 (0.79, 1.08) |
| No. of volunteers per 1,000 population | ||||||
| Low | Reference | Reference | Reference | Reference | Reference | Reference |
| High | Reference | 0.94 (0.83, 1.05) | Reference | 0.97 (0.86, 1.10) | Reference | 0.88 (0.75, 1.03) |
| No. of non-profit organizations per 100,000 population | ||||||
| Low | Reference | Reference | Reference | Reference | Reference | Reference |
| High | Reference | 0.98 (0.87, 1.10) | Reference | 0.96 (0.85, 1.09) | Reference | 0.94 (0.80, 1.11) |
| ICC |
0.04 | 0.04 | 0.04 | 0.04 | 0.07 | 0.06 |
| -2 log likelihood | 45,593.14 | 45,580.68 | 31,696.54 | 31,686.49 | 16,980.88 | 16,964.06 |
Values are presented as number (weighted %). Unmet needs (O), overall unmet dental care needs; Unmet needs (A), unmet needs due to lack of acceptability; Unmet needs (E), unmet needs due to economic reasons; KRW, Korean won.
Values are presented as odds ratio (95% confidence interval). Unmet needs (O), overall unmet dental care needs; Unmet needs (A), unmet needs due to lack of acceptability; Unmet needs (E), unmet needs due to economic reasons; KRW, Korean won; ICC, intraclass correlation coefficient. In the null model, the ICC was 0.04 for unmet needs (O), 0.04 for (A), and 0.06 for (E). p<0.05, p<0.01, p<0.001.