1Professor, Department of Nursing, Youngsan University, Yangsan, Korea
2Professor, Department of Nursing, Pukyong National University, Busan, Korea
© 2024 Korean Academy of Community Health Nursing
This is an Open Access article distributed under the terms of the Creative Commons Attribution NoDerivs License. (https://creativecommons.org/licenses/by-nd/4.0) which allows readers to disseminate and reuse the article, as well as share and reuse the scientific material. It does not permit the creation of derivative works without specific permission.
Conflict of interest
The authors declared no conflict of interest.
Funding
This work was supported by Youngsan University Research Fund of 2023.
Authors’ contributions
Sook Hee Choi contributed to conceptualization, funding acquisition, project administration, investigation, resources, software, and supervision. Yun Hee Kim contributed to data curation, formal analysis, methodology, visualization, writing - original draft, review & editing, and validation.
Data availability
Publicly available datasets analyzed in this study. These data are here (https://survey.keis.or.kr/index.jsp)
Acknowledgments
None.
Model 1: Not adjusted.
Model 2: Adjusted for age, education, marital status, residence, income, employment (Total analysis included sex).
Model 3: Adjusted for Model 2+number of health risk behaviors (smoking, drinking, none regular exercise, none eating breakfast), ADL, IADL, self-rate health.
Model 4: Adjusted for Model 3+number of chronic diseases (hypertension, diabetes, cardiac disease, cerebrovascular disease, cancer, arthritis, depression).
HD=Hearing difficulty; MD=Masticatory difficulty.
Models were adjusted for socioeconomic factors (sex, education, marital status, residence, income, employment), number of health risk behaviors (smoking, drinking, none regular exercise, none eating breakfast, obesity), ADL, self-rate health, and number of chronic diseases (hypertension, diabetes, cardiac disease, cerebrovascular disease, cancer, arthritis, depression).
aHearing and masticatory difficulty examined individually in separate models.
bHearing and masticatory difficulty examined together in one model.
Variables | Total (N=6,939) | Male (n=3,438, 49.5%) | Female (n=3,501, 50.5%) | |
---|---|---|---|---|
Cognition | MMSE (Mean±SD ) | 27.93±1.87 | 28.09±1.81 | 27.77±1.91 |
Hearing difficulty | Yes | 323 (4.7) | 208 (6.1) | 115 (3.3) |
No | 6,616 (95.3) | 3,230 (93.9) | 3,386 (96.7) | |
Masticatory difficulty | Yes | 1,583 (22.8) | 834 (24.3) | 749 (21.4) |
No | 5,356 (77.2) | 2,604 (75.7) | 2,752 (78.6) | |
Number of hearing & masticatory difficulty | None | 5,201 (75.0) | 2,509 (73.0) | 2,692 (76.9) |
Single (HD or MD) | 1,570 (22.6) | 816 (23.7) | 754 (21.5) | |
Dual (HD and MD) | 168 (2.4) | 113 (3.3) | 55 (1.6) | |
Age | 45-64 | 5,036 (72.6) | 2,342 (68.1) | 2,694 (76.9) |
≥65 | 1,903 (27.4) | 1,096 (31.9) | 807 (23.1) | |
Education | ≤ Middle school | 3,712 (53.5) | 1,494 (43.5) | 2,218 (63.4) |
High school | 2,333 (33.6) | 1,281 (37.3) | 1,052 (30.0) | |
≥College | 894 (12.9) | 663 (19.3) | 231 (6.6) | |
Marital status | Married | 5,950 (85.7) | 3,192 (92.8) | 2,758 (78.8) |
Unmarried | 989 (14.3) | 246 (7.2) | 743 (21.2) | |
Residence | Urban | 5,500 (79.3) | 2,675 (77.8) | 2,825 (80.7) |
Rural | 1,439 (20.7) | 763 (22.2) | 676 (19.3) | |
Income | Low | 1,439 (20.7) | 674 (19.6) | 765 (21.9) |
Middle | 2,286 (32.9) | 1,117 (32.5) | 1,169 (33.4) | |
High | 3,214 (46.3) | 1,647 (47.9) | 1,567 (44.8) | |
Employment | Yes | 3,079 (44.4) | 2,194 (63.8) | 884 (25.3) |
No | 3,860 (55.6) | 1,244 (36.2) | 2,616 (74.7) | |
Smoking | Yes | 1,514 (21.8) | 1,425 (41.4) | 89 (2.5) |
No | 5,425 (78.2) | 2,013 (58.6) | 3,412 (97.5) | |
Drinking | Yes | 3,024 (43.6) | 2,271 (66.1) | 753 (21.5) |
No | 3,915 (56.4) | 1,167 (33.9) | 2,748 (78.5) | |
Non regular exercise | Yes | 3,878 (55.9) | 1,883 (54.8) | 1,995 (57.0) |
No | 3,061 (44.1) | 1,555 (45.2) | 1,506 (43.0) | |
Non eating breakfast | Yes | 292 (4.2) | 107 (3.1) | 185 (5.3) |
No | 3,347 (95.8) | 3,331 (96.9) | 3,316 (94.7) | |
Obesity (BMI) | Yes (≥25) | 1,638 (23.6) | 766 (22.3) | 872 (24.9) |
No (<25) | 5,301 (76.4) | 2,672 (77.7) | 2,629 (75.1) | |
Number of health risk beaviors | 0 | 1,092 (15.7) | 301 (8.8) | 791 (22.6) |
1 | 2,721 (39.2) | 997 (29.0) | 1,724 (49.2) | |
≥2 | 3,126 (45.0) | 2,140 (62.2) | 986 (28.2) | |
ADL restriction | Yes | 79 (1.1) | 46 (1.3) | 33 (0.9) |
No | 6,860 (98.9) | 3,392 (98.7) | 3,468 (99.1) | |
IADL restriction | Yes | 570 (8.2) | 421 (12.2) | 149 (4.3) |
No | 6,369 (91.8) | 3,017 (87.8) | 3,352 (95.7) | |
Self-rated health | Good | 5,472 (78.9) | 2,837 (82.5) | 2,635 (75.3) |
Bad | 1,467 (21.1) | 601 (17.5) | 866 (24.7) | |
Depression | Yes | 374 (5.4) | 153 (4.5) | 221 (6.3) |
No | 6,565 (94.6) | 3,285 (95.5) | 3,280 (93.7) | |
Arthritis | Yes | 865 (12.5) | 191 (5.6) | 674 (19.3) |
No | 6,074 (87.5) | 3,247 (94.4) | 2,827 (80.7) | |
Hypertension | Yes | 1,666 (24.0) | 788 (22.9) | 878 (25.1) |
No | 5,273 (76.0) | 2,650 (77.1) | 2,623 (74.9) | |
DM | Yes | 709 (10.2) | 398 (11.6) | 311 (8.9) |
No | 6,230 (89.8) | 3,040 (88.4) | 3,190 (91.1) | |
Cardiac disease | Yes | 275 (4.0) | 134 (3.9) | 141 (4.0) |
No | 6,664 (96.0) | 3,304 (96.1) | 3,360 (96.0) | |
Cerebrovascular disease | Yes | 128 (1.8) | 82 (2.4) | 46 (1.3) |
No | 6,811 (98.2) | 3,356 (97.6) | 3,455 (98.7) | |
Cancer | Yes | 161 (2.3) | 73 (2.1) | 88 (2.5) |
No | 6,778 (97.7) | 3,365 (97.9) | 3,413 (97.5) | |
Number of chronic disease | 0 | 4,085 (58.9) | 2,126 (61.8) | 1,959 (56.0) |
1 | 1,872 (27.0) | 918 (26.7) | 954 (27.2) | |
2 | 710 (10.2) | 301 (8.8) | 409 (11.7) | |
≥3 | 272 (3.9) | 93 (2.7) | 179 (5.1) |
Cognitive impairment onset | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|
Total (N=6,939) | Male (n=3,438) | Female (n=3,501) | ||||||||
Variables | Yes (n=2,619, 37.7%) | No (n=4,320, 62.3%) | p | Yes (n=1,169, 34.0%) | No (n=2,269, 66.0%) | p | Yes (n=2,619, 37.7%) | No (n=4,320, 62.3%) | p | |
n (%) | n (%) | n (%) | ||||||||
Hearing difficulty | Yes | 174 (53.9) | 149 (46.1) | 37.495 (<.001) | 107 (51.4) | 101 (48.6) | 30.007 (<.001) | 67 (58.3) | 48 (41.7) | 13.904 (<.001) |
No | 2,445 (37.0) | 4,171 (63.0) | 1,062 (32.9) | 2,168 (67.1) | 1,383 (40.8) | 2,003 (59.2) | ||||
Masticatory difficulty | Yes | 824 (52.1) | 759 (47.9) | 178.724 (<.001) | 380 (45.6) | 454 (54.4) | 65.584 (<.001) | 444 (59.3) | 305 (40.7) | 125.300 (<.001) |
No | 1,795 (33.5) | 3,561 (66.5) | 789 (30.3) | 1,815 (69.7) | 1,006 (36.6) | 1,746 (63.4) | ||||
Number of hearing & masticatory difficulty | None | 1,724 (33.1) | 3,477 (66.9) | 194.267 (<.001) | 743 (29.6) | 1,766 (70.4) | 83.488 (<.001) | 981 (36.4) | 1,711 (63.6) | 127.085 (<.001) |
Single (HD or MD) | 792 (50.4) | 778 (49.6) | 365 (44.7) | 451 (55.3) | 427 (56.6) | 327 (43.4) | ||||
Dual (HD and MD) | 103 (61.3) | 65 (38.7) | 61 (54.0) | 52 (46.0) | 42 (76.4) | 13 (23.6) | ||||
Sex | Male | 1,169 (34.0) | 2,269 (66.0) | 40.582 (<.001) | ||||||
Femal | 1,450 (41.4) | 2,051 (58.6) | ||||||||
Age | 45-64 | 1,498 (29.7) | 3,538 (70.3) | 499.818 (<.001) | 590 (25.2) | 1,752 (74.8) | 254.106 (<.001) | 908 (33.7) | 1,786 (66.3) | 286.500 (<.001) |
≥65 | 1,121 (58.9) | 782 (41.1) | 579 (52.8) | 517 (47.2) | 542 (67.2) | 265 (32.8) | ||||
Education | ≤ Mid school | 1,873 (50.5) | 1,839 (49.5) | 564.122 (<.001) | 702 (47.0) | 792 (53.0) | 204.548 (<.001) | 1,171 (52.8) | 1,047 (47.2) | 337.938 (<.001) |
High school | 587 (25.2) | 1,746 (74.8) | 332 (25.9) | 949 (74.1) | 255 (24.2) | 797 (75.8) | ||||
≥College | 159 (17.8) | 735 (82.2) | 135 (20.4) | 528 (79..6) | 24 (10.4) | 207 (89.6) | ||||
Marital status | Married | 2,133 (35.8) | 3,817 (64.2) | 63.762 (<.001) | 1,069 (33.5) | 2,123 (66.5) | 5.218 (.022) | 1,064 (38.6) | 1,694 (61.4) | 43.141 (<.001) |
Unmarried | 486 (49.1) | 503 (50.9) | 100 (40.7) | 146 (59.3) | 386 (52.0) | 357 (48.0) | ||||
Residence | Urban | 1,881 (34.2) | 3,619 (65.8) | 141.698 (<.001) | 813 (30.4) | 1,862 (69.6) | 69.990 (<.001) | 1,068 (37.8) | 1,757 (62.2) | 78.645 (<.001) |
Rural | 738 (51.3) | 701 (48.7) | 356 (46.7) | 407 (53.3) | 382 (56.5) | 294 (43.5) | ||||
Income | Low | 678 (47.1) | 761 (52.9) | 229.514 (<.001) | 293 (43.5) | 381 (56.5) | 143.169 (<.001) | 385 (50.3) | 380 (49.7) | 87.540 (<.001) |
Middle | 1,032 (45.1) | 1,254 (54.9) | 482 (43.2) | 635 (56.8) | 550 (47.0) | 619 (53.0) | ||||
High | 909 (28.3) | 2,305 (71.7) | 394 (23.9) | 1,253 (76.1) | 515 (32.9) | 1,052 (67.1) | ||||
Employment | Yes | 898 (29.2) | 2,181 (70.8) | 173.322 (<.001) | 608 (27.7) | 1,586 (72.3) | 106.915 (<.001) | 290 (32.8) | 595 (67.2) | 36.510 (<.001) |
No | 1,721 (44.6) | 2,139 (55.4) | 561 (45.1) | 683 (54.9) | 1,160 (44.3) | 1,456 (55.7) | ||||
Smoking | Yes | 497 (32.8) | 1,017 (67.2) | 19.919 (<.001) | 452 (31.7) | 973 (68.3) | 5.653 (.017) | 45 (50.6) | 44 (49.4) | 3.148 (.076) |
No | 2,122 (39.1) | 3,303 (60.9) | 717 (35.6) | 1,296 (64.4) | 1,405 (41.2) | 2,007 (58.8) | ||||
Drinking | Yes | 991 (32.8) | 2,033 (67.2) | 56.388 (<.001) | 737 (32.5) | 1,534 (67.5) | 7.160 (.007) | 254 (33.7) | 499 (66.3) | 23.351 (<.001) |
No | 1,628 (41.6) | 2,287 (58.4) | 432 (37.0) | 735 (63.0) | 1,196 (43.5) | 1,552 (56.5) | ||||
Non regular exercise | Yes | 1,583 (40.8) | 2,295 (59.2) | 35.418 (<.001) | 688 (36.5) | 1,195 (63.5) | 11.923 (.001) | 895 (44.9) | 1,100 (55.1) | 22.691 (<.001) |
No | 1,036 (33.8) | 2,025 (66.2) | 481 (30.9) | 1,074 (69.1) | 555 (36.9) | 951 (63.1) | ||||
Non eating breakfast | Yes | 87 (29.8) | 205 (70.2) | 8.196 (.004) | 32 (29.9) | 75 (70.1) | 0.826 (.364) | 55 (29.7) | 130 (70.3) | 10.995 (.001) |
No | 2,532 (38.1) | 4,115 (61.9) | 1,137 (34.1) | 2,194 (65.9) | 1,395 (42.1) | 1,921 (57.9) | ||||
Obesity (BMI) | Yes (≥25) | 635 (38.8) | 1,003 (61.2) | 0.956 (.328) | 241 (31.5) | 525 (68.5) | 2.834 (.092) | 394 (45.2) | 478 (54.8) | 6.790 (.009) |
No (< 25) | 1,984 (37.4) | 3,317 (62.6) | 928 (34.7) | 1,744 (65.3) | 1,056 (40.2) | 1,573 (59.8) | ||||
Number of health risk beaviors | 0 | 390 (35.7) | 702 (64.3) | 18.159 (<.001) | 91 (30.2) | 210 (69.8) | 8.140 (.017) | 299 (37.8) | 492 (62.2) | 5.728 (.057) |
1 | 1,111 (40.8) | 1,610 (59.2) | 373 (37.4) | 624 (62.6) | 738 (42.8) | 986 (57.2) | ||||
≥2 | 1,118 (35.8) | 2,008 (64.2) | 705 (32.9) | 1,435 (67.1) | 413 (41.9) | 573 (58.1) | ||||
ADL restriction | Yes | 37 (46.8) | 42 (53.2) | 2.811 (.094) | 19 (41.3) | 27 (58.7) | 1.108 (.293) | 18 (54.5) | 15 (45.5) | 2.367 (.124) |
No | 2,582 (37.6) | 4,278 (62.4) | 1,150 (33.9) | 2,242 (66.1) | 1,432 (41.3) | 2,036 (58.7) | ||||
IADL restriction | Yes | 222 (38.9) | 348 (61.1) | 0.383 (.536) | 145 (34.4) | 276 (65.6) | 0.041 (.839) | 77 (51.7) | 72 (48.3) | 6.753 (.009) |
No | 2,397 (37.6) | 3,972 (62.4) | 1,024 (33.9) | 1,993 (66.1) | 1,373 (41.0) | 1,979 (59.0) | ||||
Self-rated health | Good | 1,803 (32.9) | 3,669 (67.1) | 253.114 (<.001) | 867 (30.6) | 1,970 (69.4) | 86.673 (<.001) | 936 (35.5) | 1,699 (64.5) | 152.567 (<.001) |
Bad | 816 (55.6) | 651 (44.4) | 302 (50.2) | 299 (49.8) | 514 (59.4) | 352 (40.6) | ||||
Depression | Yes | 205 (54.8) | 169 (45.2) | 49.018 (<.001) | 76 (49.7) | 77 (50.3) | 17.523 (<.001) | 129 (58.4) | 92 (41.6) | 27.946 (<.001) |
No | 2,414 (36.8) | 4,151 (63.2) | 1,093 (33.3) | 2,192 (66.7) | 1,321 (40.3) | 1,959 (59.7) | ||||
Arthritis | Yes | 474 (54.8) | 391 (45.2) | 122.318 (<.001) | 102 (53.4) | 89 (46.6) | 33.920 (<.001) | 372 (55.2) | 302 (44.8) | 65.288 (<.001) |
No | 2,145 (35.3) | 3,929 (64.7) | 1,067 (32.9) | 2,180 (67.1) | 1,078 (38.1) | 1,749 (61.9) | ||||
Hypertension | Yes | 769 (46.2) | 897 (53.8) | 66.073 (<.001) | 313 (39.7) | 475 (60.3) | 14.897 (<.001) | 456 (51.9) | 422 (48.1) | 53.448 (<.001) |
No | 1,850 (35.1) | 3,423 (64.9) | 856 (32.3) | 1,797 (67.7) | 994 (37.9) | 1,629 (62.1) | ||||
DM | Yes | 337 (47.5) | 372 (52.5) | 32.201 (<.001) | 157 (39.4) | 241 (60.6) | 5.946 (.015) | 180 (57.9) | 131 (42.1) | 38.118 (<.001) |
No | 2,282 (36.6) | 3,948 (63.4) | 1,012 (33.3) | 2,028 (66.7) | 1,270 (39.8) | 1,920 (60.2) | ||||
Cardiac disease | Yes | 140 (50.9) | 135 (49.1) | 21.124 (<.001) | 60 (44.8) | 74 (55.2) | 7.212 (.007) | 80 (56.7) | 61 (43.3) | 14.213 (<.001) |
No | 2,479 (37.2) | 4,185 (62.8) | 1,109 (33.6) | 2,195 (66.4) | 1,370 (40.8) | 1,990 (59.2) | ||||
Cerebrovascular disease | Yes | 73 (57.0) | 55 (43.0) | 20.647 (<.001) | 42 (51.2) | 40 (48.8) | 11.096 (.001) | 31 (67.4) | 15 (32.6) | 12.961 (<.001) |
No | 2,546 (37.4) | 4,265 (62.6) | 1,127(33.6) | 2,229 (66.4) | 1,419 (41.1) | 2,036 (58.9) | ||||
Cancer | Yes | 72 (44.7) | 89 (55.3) | 3.415 (.065) | 30 (41.1) | 43 (58.9) | 1.672 (.196) | 42 (47.7) | 46 (52.3) | 1.482 (.224) |
No | 2,547 (37.6) | 4,231 (62.4) | 1,139 (33.8) | 2,226 (66.2) | 1,408 (41.3) | 2,005 (58.7) | ||||
Number of chronic disease | 0 | 1,277 (31.3) | 2,808 (68.7) | 206.140 (<.001) | 622 (29.3) | 1,504 (70.7) | 60.359 (<.001) | 655 (33.4) | 1,304 (66.6) | 140.776 (<.001) |
1 | 821 (43.9) | 1051 (56.1) | 374 (40.7) | 544 (59.3) | 447 (46.9) | 507 (53.1) | ||||
2 | 361 (50.8) | 349 (49.2) | 125 (41.5) | 176 (58.5) | 236 (57.7) | 173 (42.3) | ||||
≥3 | 160 (58.8) | 112 (41.2) | 48 (51.6) | 45 (48.4) | 112 (62.6) | 67 (37.4) |
Cognitive impairment | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | Model 4 | |||||||||
HR | 95% CI | p | HR | 95% CI | p | HR | 95% CI | p | HR | 95% CI | p | |
Total | ||||||||||||
None | 1.00 | 1.00 | 1.00 | 1.00 | ||||||||
Single (HDorMD) | 1.79 | 1.64-1.944 | <.001 | 1.16 | 1.07-1.277 | <.001 | 1.10 | 1.00-1.20 | .044 | 1.09 | 1.00-1.19 | .059 |
Dual (HD+MD) | 2.62 | 2.15-3.20 | <.001 | 1.480 | 1.21-1.82 | <.001 | 1.27 | 1.27-1.03 | .023 | 1.26 | 1.03-1.56 | .027* |
Male | ||||||||||||
None | 1.00 | 1.00 | 1.00 | 1.00 | ||||||||
Single (HDorMD) | 1.80 | 1.595-2.05 | <.001 | 1.18 | 1.04-1.35 | .013 | 1.12 | 0.98-1.28 | .096 | 1.11 | 0.98-1.27 | .111 |
Dual (HD+MD) | 2.53 | 1.95-3.29 | <.001 | 1.35 | 1.03-1.76 | .028 | 1.11 | 0.84-1.46 | .469 | 1.10 | 0.83-1.45 | .515 |
Female | ||||||||||||
None | 1.00 | 1.00 | 1.00 | 1.00 | ||||||||
Single (HDorMD) | 1.80 | 1.61-2.02 | <.001 | 1.15 | 1.02-1.29 | .028 | 1.08 | 0.96-1.22 | .219 | 1.08 | 0.95-1.22 | .246 |
Dual (HD+MD) | 3.29 | 2.42-4.49 | <.001 | 1.74 | 1.27-2.38 | <.001 | 1.55 | 1.13-2.13 | .007 | 1.52 | 1.11-2.09 | .010 |
Variables | Cognitive impairment | |||
---|---|---|---|---|
Individual modelsa | Combined modelsb | |||
HR (95% CI) | p | HR (95% CI) | p | |
Hearing difficulty | 1.11 (0.95-1.30) | .187 | 1.10 (0.94-1.29) | .249 |
Masticatory difficulty | 1.13 (1.08-2.19) | .021 | 1.10 (1.01-1.21) | .027 |
ADL=Activities of Daily Living; BMI=Body Mass Index; DM=Diabetes Mellitus; HD=Hearing difficulty; IADL=Instrumental Activity of Daily Living; MD=Masticatory difficulty.
ADL=Activities of Daily Living; BMI=Body Mass Index; DM=Diabetes Mellitus; HD=Hearing difficulty; IADL=Instrumental Activity of Daily Living; MD=Masticatory difficulty.
Model 1: Not adjusted. Model 2: Adjusted for age, education, marital status, residence, income, employment (Total analysis included sex). Model 3: Adjusted for Model 2+number of health risk behaviors (smoking, drinking, none regular exercise, none eating breakfast), ADL, IADL, self-rate health. Model 4: Adjusted for Model 3+number of chronic diseases (hypertension, diabetes, cardiac disease, cerebrovascular disease, cancer, arthritis, depression). HD=Hearing difficulty; MD=Masticatory difficulty.
Models were adjusted for socioeconomic factors (sex, education, marital status, residence, income, employment), number of health risk behaviors (smoking, drinking, none regular exercise, none eating breakfast, obesity), ADL, self-rate health, and number of chronic diseases (hypertension, diabetes, cardiac disease, cerebrovascular disease, cancer, arthritis, depression). aHearing and masticatory difficulty examined individually in separate models. bHearing and masticatory difficulty examined together in one model.