| Literature DB >> 30369215 |
Kyong In Kim1, Yong Soon Park1, Ryoung Hee Kim1, Jeong Hyeon Kim1.
Abstract
BACKGROUND: Dry eye disease is an aging-related ophthalmic disease that not only affects the daily activities but also causes deterioration in the quality of life. This study aimed to evaluate the factors associated with dry eye symptoms in elderly Koreans.Entities:
Keywords: Aged; Dry eye syndromes; Korea National Health and Nutrition Examination Survey; Risk factors
Year: 2018 PMID: 30369215 PMCID: PMC6351789 DOI: 10.4082/kjfm.17.0058
Source DB: PubMed Journal: Korean J Fam Med ISSN: 2005-6443
General characteristics of the study population
| Characteristic | No. (weighted %) | Standard error | 95% CI |
|---|---|---|---|
| Age (y) | |||
| 65−69 | 1,392 (33.0) | 0.9 | 31.3−34.8 |
| 70−74 | 1,376 (29.0) | 0.8 | 27.4−30.6 |
| 75−79 | 901 (23.6) | 0.9 | 21.9−25.5 |
| ≥80 | 516 (14.4) | 0.8 | 12.9−15.9 |
| Sex (female) | 2,398 (59.3) | 0.8 | 57.7−60.7 |
| Marital status (single) | 1,391 (36.8) | 1.1 | 34.7−38.9 |
| Educational level (<12 y) | 3,107 (82.1) | 0.9 | 80.3−83.7 |
| Economic activity status (unemployed and inactive) | 2,576 (65.3) | 1.3 | 62.7−67.8 |
| Household income level | |||
| Lowest (1Q) | 1,052 (26.3) | 1.0 | 24.3−28.3 |
| Lower middle (2Q) | 1,025 (26.2) | 0.9 | 24.4−28.1 |
| Upper middle (3Q) | 1,044 (25.0) | 0.9 | 23.4−26.7 |
| Highest (4Q) | 991 (22.5) | 0.9 | 20.7−24.4 |
| Area of residence (urban) | 2,792 (65.1) | 2.6 | 59.9−70.0 |
| Occupation (indoor) | 2,787 (70.5) | 1.3 | 67.8−73.0 |
| Smoking status | |||
| Nonsmoker | 2,337 (60.1) | 0.9 | 58.3−61.8 |
| Ex-smoker | 1,124 (27.2) | 0.8 | 25.7−28.8 |
| Current smoker | 490 (12.7) | 0.7 | 11.5−14.1 |
| Monthly alcohol consumption | 1,349 (33.7) | 0.8 | 32.1−35.3 |
| Regular physical activity | |||
| Walking | 1,486 (36.3) | 1.1 | 34.2−38.4 |
| Moderate-intensity | 328 (8.1) | 0.6 | 7.0−9.4 |
| Vigorous-intensity | 328 (7.5) | 0.5 | 6.5−8.6 |
| Obesity | |||
| General obesity | 1,377 (33.1) | 1.0 | 31.2−35.0 |
| Abdominal obesity | 1,517 (37.0) | 1.1 | 35.0−39.1 |
| Duration of exposure to sunlight (h/d) | |||
| <2 | 2,244 (52.3) | 1.6 | 49.3−55.4 |
| 2−5 | 969 (24.1) | 1.0 | 22.1−26.2 |
| ≥5 | 962 (23.6) | 1.6 | 20.6−26.9 |
| Sleep duration (h/d) | |||
| ≤5 | 1,148 (29.6) | 0.9 | 27.8−31.5 |
| 6−8 | 2,417 (60.8) | 1.0 | 58.8−62.7 |
| ≥9 | 377 (9.6) | 0.7 | 8.4−11.1 |
| Mental health status | |||
| Perceived stress | 854 (22.3) | 0.9 | 20.6−24.1 |
| Depressed mood | 616 (16.3) | 0.7 | 14.9−17.7 |
| Suicidal ideation | 832 (22.6) | 1.0 | 20.7−24.5 |
| Medical condition | |||
| Hypertension | 2,515 (64.2) | 1.0 | 62.3−66.0 |
| Diabetes mellitus | 751 (21.7) | 0.8 | 20.1−23.4 |
| Hypercholesterolemia | 752 (21.3) | 0.9 | 19.7−23.1 |
| High triglyceride | 529 (16.7) | 0.8 | 15.2−18.4 |
| Low high-density lipoprotein cholesterol | 1,053 (29.4) | 1.0 | 27.6−31.4 |
| Anemia | 465 (13.9) | 0.8 | 12.5−15.4 |
| Medical history | |||
| Stroke | 208 (5.3) | 0.5 | 4.5−6.3 |
| Ischemic heart disease | 279 (6.5) | 0.5 | 5.6−7.5 |
| Thyroid disease | 169 (4.0) | 0.4 | 3.4−4.8 |
| Rheumatoid arthritis | 148 (3.5) | 0.3 | 2.9−4.2 |
| Depressive disorder | 199 (4.5) | 0.4 | 3.8−5.2 |
| Cancer | 267 (6.8) | 0.5 | 5.9−7.8 |
| Current medication | |||
| Hypertension | 2,022 (51.7) | 1.1 | 49.6−53.8 |
| Depression | 77 (1.7) | 0.2 | 1.3−2.3 |
| Ocular disease | |||
| Cataract | 1,399 (33.6) | 1.1 | 31.5−35.9 |
| Glaucoma | 97 (2.3) | 0.3 | 1.8−3.1 |
| Macular degeneration | 20 (0.4) | 0.1 | 0.2−0.7 |
| Ophthalmic surgery | 1,329 (33.1) | 1.0 | 31.1−35.1 |
| Dry eye symptoms | 806 (17.9) | 1.0 | 16.0−19.9 |
CI, confidence interval; Q, quartile.
Comparison between participants with and without dry eye symptoms
| Variable | With dry eye symptoms (n=806) | Without dry eye symptoms (n=3,379) | P-value | ||
|---|---|---|---|---|---|
| No. (weighted %) | SE | No. (weighted %) | SE | ||
| Age (y) | <0.001 | ||||
| 65−69 | 287 (36.9) | 2.2 | 1,105 (32.2) | 1.0 | |
| 70−74 | 266 (28.8) | 1.9 | 1,110 (29.0) | 0.9 | |
| 75−79 | 163 (22.8) | 1.8 | 738 (23.8) | 1.0 | |
| ≥80 | 90 (11.4) | 1.7 | 426 (15.0) | 0.8 | |
| Sex (female) | 563 (71.2) | 1.9 | 1,835 (56.7) | 0.9 | <0.001 |
| Marital status (single) | 302 (40.4) | 2.3 | 1,089 (36.0) | 1.1 | 0.063 |
| Educational level (<12 y) | 604 (81.1) | 1.8 | 2,503 (82.3) | 0.9 | 0.550 |
| Economic activity status (unemployed and inactive) | 561 (71.4) | 2.1 | 2,015 (63.9) | 1.5 | 0.003 |
| Household income level | 0.377 | ||||
| Lowest (1Q) | 188 (24.0) | 2.1 | 864 (26.8) | 1.1 | |
| Lower middle (2Q) | 200 (27.2) | 2.0 | 825 (26.0) | 1.1 | |
| Upper middle (3Q) | 204 (27.6) | 2.2 | 840 (24.5) | 0.9 | |
| Highest (4Q) | 200 (21.2) | 1.9 | 791 (22.8) | 1.0 | |
| Area of residence (urban) | 588 (73.7) | 3.2 | 2,204 (63.2) | 2.7 | 0.001 |
| Occupation (indoor) | 607 (78.0) | 2.0 | 2,180 (68.8) | 1.5 | <0.001 |
| Smoking status | <0.001 | ||||
| Nonsmoker | 543 (70.8) | 2.0 | 1,794 (57.7) | 1.0 | |
| Ex-smoker | 168 (19.6) | 1.7 | 956 (28.9) | 0.9 | |
| Current smoker | 64 (9.6) | 1.4 | 426 (13.4) | 0.7 | |
| Monthly alcohol consumption | 225 (28.8) | 1.9 | 1,124 (34.8) | 0.9 | 0.007 |
| Regular physical activity | |||||
| Walking | 269 (33.5) | 2.1 | 1,217 (36.9) | 1.2 | 0.151 |
| Moderate-intensity | 53 (7.3) | 1.3 | 275 (8.3) | 0.7 | 0.466 |
| Vigorous-intensity | 70 (8.5) | 1.2 | 258 (7.3) | 0.6 | 0.317 |
| Obesity | |||||
| General obesity | 284 (37.9) | 2.1 | 1,093 (32.0) | 1.1 | 0.011 |
| Abdominal obesity | 308 (39.8) | 2.2 | 1,209 (36.4) | 1.1 | 0.130 |
| Duration of exposure to sunlight (h/d) | 0.305 | ||||
| <2 | 468 (55.0) | 2.7 | 1,776 (51.8) | 1.7 | |
| 2−5 | 173 (24.3) | 2.1 | 796 (24.0) | 1.2 | |
| ≥5 | 164 (20.8) | 2.1 | 798 (24.2) | 1.7 | |
| Sleep duration (h/d) | 0.002 | ||||
| ≤5 | 255 (33.1) | 2.0 | 893 (28.8) | 1.0 | |
| 6−8 | 463 (60.9) | 2.0 | 1,954 (60.7) | 1.1 | |
| ≥9 | 55 (6.0) | 1.0 | 322 (10.4) | 0.8 | |
| Mental health status | |||||
| Perceived stress | 201 (28.1) | 2.1 | 653 (21.0) | 1.0 | 0.001 |
| Depressed mood | 148 (19.4) | 1.6 | 468 (15.6) | 0.8 | 0.020 |
| Suicidal ideation | 200 (28.0) | 2.2 | 632 (21.4) | 1.0 | 0.003 |
| Medical condition | |||||
| Hypertension | 499 (64.0) | 2.1 | 2,016 (64.2) | 1.1 | 0.933 |
| Diabetes mellitus | 155 (22.6) | 2.2 | 596 (21.5) | 0.9 | 0.643 |
| Hypercholesterolemia | 189 (28.3) | 2.1 | 563 (19.8) | 0.9 | <0.001 |
| High triglyceride | 108 (17.4) | 1.8 | 421 (16.6) | 0.9 | 0.666 |
| Low high-density lipoprotein cholesterol | 175 (25.5) | 2.0 | 878 (30.3) | 1.1 | 0.034 |
| Anemia | 89 (14.5) | 1.7 | 376 (13.8) | 0.8 | 0.678 |
| Medical history | |||||
| Stroke | 36 (4.5) | 0.9 | 172 (5.5) | 0.5 | 0.341 |
| Ischemic heart disease | 59 (7.5) | 1.3 | 220 (6.3) | 0.5 | 0.390 |
| Thyroid disease | 53 (6.1) | 1.0 | 116 (3.6) | 0.4 | 0.004 |
| Rheumatoid arthritis | 28 (2.9) | 0.6 | 120 (3.6) | 0.4 | 0.327 |
| Depressive disorder | 56 (5.9) | 1.0 | 143 (4.1) | 0.4 | 0.052 |
| Cancer | 47 (5.3) | 0.9 | 220 (7.1) | 0.5 | 0.107 |
| Current medication | |||||
| Hypertension | 434 (55.6) | 2.2 | 1,588 (50.8) | 1.2 | 0.054 |
| Depression | 22 (2.4) | 0.6 | 55 (1.6) | 0.3 | 0.196 |
| Ocular disease | |||||
| Cataract | 368 (48.1) | 2.3 | 1,031 (30.6) | 1.2 | <0.001 |
| Glaucoma | 33 (3.9) | 0.8 | 64 (2.0) | 0.3 | <0.001 |
| Macular degeneration | 9 (1.1) | 0.5 | 11 (0.3) | 0.1 | <0.001 |
| Ophthalmic surgery | 322 (44.2) | 2.3 | 1,007 (30.7) | 1.1 | <0.001 |
P-values were determined using the chi-square test.
SE, standard error; Q, quartile.
Logistic regression analysis of the association between dry eye symptoms and clinical variables before and after adjustment for age and sex
| Variable | Crude | Age- and sex-adjusted |
|---|---|---|
| Age (y) | ||
| 65−69 | Reference | Reference |
| 70−74 | 0.865 (0.689−1.085) | 0.852 (0.676−1.074) |
| 75−79 | 0.835 (0.653−1.067) | 0.787 (0.614−1.008) |
| ≥80 | 0.664 (0.462−0.956) | 0.604 (0.416−0.875) |
| Sex (female) | 1.890 (1.537−2.324) | 1.955 (1.587−2.408) |
| Marital status (single) | 1.209 (0.989−1.479) | 1.005 (0.799−1.265) |
| Educational level (<12 y) | 0.928 (0.724−1.188) | 0.693 (0.525−0.914) |
| Economic activity status (unemployed and inactive) | 1.411 (1.127−1.768) | 1.422 (1.124−1.798) |
| Household income level | ||
| Lowest (1Q) | Reference | Reference |
| Lower middle (2Q) | 1.162 (0.886−1.523) | 1.147 (0.874−1.506) |
| Upper middle (3Q) | 1.257 (0.928−1.703) | 1.256 (0.924−1.708) |
| Highest (4Q) | 1.040 (0.769−1.406) | 1.042 (0.768−1.412) |
| Area of residence (urban) | 1.626 (1.213−2.179) | 1.612 (1.200−2.165) |
| Occupation (indoor) | 1.601 (1.255−2.042) | 1.585 (1.232−2.039) |
| Smoking status | ||
| Nonsmoker | Reference | Reference |
| Ex-smoker | 0.553 (0.435−0.703) | 0.804 (0.566−1.143) |
| Current smoker | 0.585 (0.418−0.819) | 0.819 (0.559−1.200) |
| Monthly alcohol consumption | 0.756 (0.617−0.926) | 0.941 (0.757−1.168) |
| Regular physical activity | ||
| Walking | 0.862 (0.704−1.056) | 0.905 (0.735−1.115) |
| Moderate-intensity | 0.864 (0.582−1.281) | 0.847 (0.563−1.275) |
| Vigorous-intensity | 1.188 (0.847−1.664) | 1.261 (0.897−1.773) |
| Obesity | ||
| General obesity | 1.292 (1.061−1.574) | 1.157 (0.949−1.411) |
| Abdominal obesity | 1.157 (0.958−1.396) | 1.036 (0.851−1.263) |
| Duration of exposure to sunlight (h/d) | ||
| <2 | Reference | Reference |
| 2−5 | 0.951 (0.719−1.257) | 0.999 (0.753−1.326) |
| ≥5 | 0.806 (0.617−1.053) | 0.879 (0.672−1.151) |
| Sleep duration (h/d) | ||
| ≤5 | Reference | |
| 6−8 | 0.875 (0.726−1.054) | 0.929 (0.766−1.126) |
| ≥9 | 0.502 (0.338−0.746) | 0.550 (0.370−0.816) |
| Mental health status | ||
| Perceived stress | 1.470 (1.167−1.851) | 1.298 (1.033−1.630) |
| Depressed mood | 1.305 (1.043−1.633) | 1.211 (0.968−1.516) |
| Suicidal ideation | 1.435 (1.134−1.817) | 1.371 (1.091−1.725) |
| Medical condition | ||
| Hypertension | 0.992 (0.812−1.211) | 0.941 (0.772−1.147) |
| Diabetes mellitus | 1.066 (0.813−1.398) | 1.078 (0.823−1.413) |
| Hypercholesterolemia | 1.604 (1.267−2.031) | 1.416 (1.122−1.788) |
| High triglyceride | 1.062 (0.808−1.397) | 1.021 (0.774−1.346) |
| Low high-density lipoprotein cholesterol | 0.786 (0.629−0.982) | 0.859 (0.687−1.075) |
| Anemia | 1.066 (0.787−1.443) | 1.080 (0.797−1.464) |
| Medical history | ||
| Stroke | 0.812 (0.528−1.248) | 0.912 (0.592−1.407) |
| Ischemic heart disease | 1.201 (0.790−1.828) | 1.259 (0.823−1.928) |
| Thyroid disease | 1.741 (1.184−2.560) | 1.435 (0.964−2.136) |
| Rheumatoid arthritis | 0.789 (0.491−1.269) | 0.664 (0.410−1.077) |
| Depressive disorder | 1.469 (0.994−2.173) | 1.229 (0.822−1.836) |
| Cancer | 0.730 (0.497−1.073) | 0.743 (0.500−1.105) |
| Current medication | ||
| Hypertension | 1.212 (0.997−1.473) | 1.158 (0.952−1.409) |
| Depression | 1.471 (0.816−2.651) | 1.241 (0.686−2.246) |
| Ocular disease | ||
| Cataract | 2.107 (1.711−2.595) | 2.199 (1.781−2.716) |
| Glaucoma | 1.994 (1.183−3.363) | 2.123 (1.208−3.730) |
| Macular degeneration | 4.294 (1.501−12.279) | 4.867 (1.535−15.434) |
| Ophthalmic surgery | 1.788 (1.441−2.218) | 1.802 (1.447−2.244) |
Values are presented as odds ratio (95% confidence interval).
Q, quartile.
Multivariate adjusted evaluation of the factors associated with dry eye symptoms
| Variable | Adjusted OR (95% CI) | P-value |
|---|---|---|
| Age (y) | ||
| 65−69 | Reference | |
| 70−74 | 0.801 (0.614−1.045) | 0.102 |
| 75−79 | 0.753 (0.551−1.028) | 0.074 |
| ≥80 | 0.538 (0.337−0.859) | 0.009 |
| Sex (female) | 1.806 (1.410−2.313) | <0.001 |
| Educational level (<12 y) | 0.803 (0.588−1.096) | 0.166 |
| Economic activity status (unemployed and inactive) | 1.093 (0.682−1.753) | 0.711 |
| Area of residence (urban) | 1.358 (0.988−1.868) | 0.060 |
| Occupation (indoor) | 1.114 (0.685−1.813) | 0.662 |
| Sleep duration (h/d) | ||
| ≤5 | Reference | |
| 6−8 | 0.961 (0.771−1.199) | 0.726 |
| ≥9 | 0.524 (0.330−0.834) | 0.006 |
| Perceived stress | 1.153 (0.873−1.522) | 0.316 |
| Suicidal ideation | 1.414 (1.070−1.870) | 0.015 |
| Hypercholesterolemia | 1.289 (1.025−1.621) | 0.030 |
| Cataract | 1.683 (1.255−2.255) | 0.001 |
| Glaucoma | 1.533 (0.813−2.889) | 0.186 |
| Macular degeneration | 2.890 (0.928−8.999) | 0.067 |
| Ophthalmic surgery | 1.294 (0.952−1.757) | 0.099 |
Adjusted ORs and 95% CIs were estimated using the multiple logistic regression analysis with adjustment for all variables. All variables were statistically significant in the univariate analysis.
OR, odds ratio; CI, confidence interval.