| Literature DB >> 27761267 |
Jung-Woo Park1, Jin-Soo Park1, Seyoung Kim1, Minkyu Park1, Hyunrim Choi2, Sinye Lim2.
Abstract
BACKGROUND: This study is aimed at finding out the relationship between long working hours, one of major job stress elements, and hearing impairment in unexposed workers to occupational and environmental noise.Entities:
Keywords: Hearing impairment; KNHANES; Long working hours
Year: 2016 PMID: 27761267 PMCID: PMC5054599 DOI: 10.1186/s40557-016-0140-1
Source DB: PubMed Journal: Ann Occup Environ Med ISSN: 2052-4374
General characteristics of the study population
| Variables | Total | Male | Female |
| |||
|---|---|---|---|---|---|---|---|
| na | nb(%c) | na | nb(%c) | na | nb(%c) | ||
| Total | 1628 | 3780449(100.0) | 768 | 2030862(100.0) | 860 | 1749588(100.0) | |
| Age (years) | |||||||
| Mean ± SE | 40.0 ± 0.3 | 40.3 ± 0.4 | 39.6 ± 0.4 | 0.174 | |||
| 25–34 | 444 | 1246970(33.0) | 165 | 610588(30.1) | 279 | 636382(36.4) | 0.069 |
| 35–44 | 603 | 1368113(36.2) | 311 | 791293(39.0) | 292 | 576820(33.0) | |
| 45–54 | 394 | 858442(22.7) | 193 | 469842(23.1) | 201 | 388600(22.2) | |
| 55–64 | 187 | 306924(8.1) | 99 | 159138(7.8) | 88 | 147786(8.4) | |
| BMI (kg/m2) | |||||||
| Underweight | 72 | 153504(4.1) | 8 | 20560(1.0) | 64 | 132944(7.6) | <0.001 |
| Normal | 1092 | 2480000(65.6) | 454 | 1190804(58.6) | 638 | 1289196(73.7) | |
| Obese | 464 | 1146946(30.3) | 306 | 819498(40.4) | 158 | 327448(18.7) | |
| Education | |||||||
| ≤ Middle school | 170 | 362359(9.6) | 58 | 151184(7.4) | 112 | 211175(12.1) | 0.003 |
| High school | 564 | 1427402(37.8) | 252 | 725608(35.7) | 312 | 701795(40.1) | |
| ≥ College | 894 | 1990688(52.7) | 458 | 1154070(56.8) | 436 | 836618(47.8) | |
| Marital status | |||||||
| Never married | 254 | 753440(19.9) | 82 | 335275(16.5) | 172 | 418165(23.9) | <0.001 |
| Married | 1289 | 2817011(74.5) | 672 | 1653806(81.4) | 617 | 1163205(66.5) | |
| Others | 85 | 209998(5.6) | 14 | 41780(2.1) | 71 | 168218(9.6) | |
| Household income | |||||||
| Low | 56 | 162234(4.3) | 19 | 73594(3.6) | 37 | 88640(5.1) | 0.017 |
| Mid-low | 381 | 1008432(26.7) | 207 | 621443(30.6) | 174 | 386988(22.1) | |
| Mid-high | 576 | 1368482(36.2) | 271 | 720932(35.5) | 305 | 647550(37.0) | |
| High | 615 | 1241302(32.8) | 271 | 614892(30.3) | 344 | 626410(35.8) | |
| Smoking | |||||||
| Non-smoker | 967 | 2044875(54.1) | 181 | 478096(23.5) | 786 | 1566780(89.6) | <0.001 |
| Ex-smoker | 267 | 638628(16.9) | 236 | 570841(28.1) | 31 | 67787(3.9) | |
| Current smoker | 394 | 1096946(29.0) | 351 | 981925(48.4) | 43 | 115022(6.6) | |
| Alcohol | |||||||
| None | 269 | 549452(14.5) | 80 | 212616(10.5) | 189 | 336836(19.3) | <0.001 |
| Light drinker | 1123 | 2586279(68.4) | 500 | 1290078(63.5) | 623 | 1296201(74.1) | |
| Heavy drinker | 236 | 644718(17.1) | 188 | 528167(26.0) | 48 | 116551(6.7) | |
| Exercise | |||||||
| No | 1335 | 3060829(81.0) | 619 | 1602748(78.9) | 716 | 1458080(83.3) | 0.051 |
| Yes | 293 | 719621(19.0) | 149 | 428113(21.1) | 144 | 291507(16.7) | |
| Job type | |||||||
| Non-manual | 1278 | 2857188(75.6) | 554 | 1401179(69.0) | 724 | 1456009(83.2) | <0.001 |
| Manual | 350 | 923262(24.4) | 214 | 629683(31.0) | 136 | 293579(16.8) | |
| Shift work | |||||||
| No | 1373 | 3172611(83.9) | 646 | 1730392(85.2) | 727 | 1442219(82.4) | 0.239 |
| Yes | 255 | 607838(16.1) | 122 | 300469(14.8) | 133 | 307369(17.6) | |
| Weekly working hours | |||||||
| Mean ± SE | 47.0 ± 0.3 | 49.2 ± 0.5 | 44.5 ± 0.5 | <0.001 | |||
| ≤ 40 | 673 | 1460816(38.6) | 243 | 625000(30.8) | 430 | 835816(47.8) | <0.001 |
| 40 < x ≤ 48 | 401 | 930976(24.6) | 176 | 480684(23.7) | 225 | 450292(25.7) | |
| 48 < x ≤ 60 | 399 | 1007298(26.6) | 248 | 669145(32.9) | 151 | 338153(19.3) | |
| > 60 | 155 | 381360(10.1) | 101 | 256032(12.6) | 54 | 125328(7.2) | |
SE standard error
aunweighted count, bestimated population size, ccolumn and estimated percentage
Baseline characteristics of study participants in relation to weekly working hours
| Variables | Average working hours per week |
| |||||||
|---|---|---|---|---|---|---|---|---|---|
| ≤40 | 40 < x ≤ 48 | 48 < x ≤ 60 | >60 | ||||||
| na | %b | na | %b | na | %b | na | %b | ||
| Sex | |||||||||
| Male | 625000 | 30.8 % | 480684 | 23.7 % | 669145 | 32.9 % | 256032 | 12.6 % | <0.001 |
| Female | 835816 | 47.8 % | 450292 | 25.7 % | 338153 | 19.3 % | 125328 | 7.2 % | |
| Age (years) | |||||||||
| Mean ± SE | 40.6 ± 0.4 | 39.1 ± 0.6 | 39.0 ± 0.6 | 42.3 ± 1.0 | 0.003 | ||||
| 25–34 | 434679 | 34.9 % | 352466 | 28.3 % | 352545 | 28.3 % | 107280 | 8.6 % | 0.021 |
| 35–44 | 532509 | 38.9 % | 306509 | 22.4 % | 408269 | 29.8 % | 120827 | 8.8 % | |
| 45–54 | 353381 | 41.2 % | 206971 | 24.1 % | 196742 | 22.9 % | 101348 | 11.8 % | |
| 55–64 | 140247 | 45.7 % | 65030 | 21.2 % | 49742 | 16.2 % | 51905 | 16.9 % | |
| BMI (kg/m2) | |||||||||
| Underweight | 66465 | 43.3 % | 28302 | 18.4 % | 54891 | 35.8 % | 3845 | 2.5 % | 0.118 |
| Normal | 984258 | 39.7 % | 589535 | 23.8 % | 670664 | 27.0 % | 235542 | 9.5 % | |
| Obese | 410092 | 35.8 % | 313138 | 27.3 % | 281742 | 24.6 % | 141973 | 12.4 % | |
| Education | |||||||||
| ≤ Middle school | 116233 | 32.1 % | 77087 | 21.3 % | 106274 | 29.3 % | 62766 | 17.3 % | 0.008 |
| High school | 530333 | 37.2 % | 342979 | 24.0 % | 375414 | 26.3 % | 178677 | 12.5 % | |
| ≥ College | 814249 | 40.9 % | 510911 | 25.7 % | 525610 | 26.4 % | 139917 | 7.0 % | |
| Marital status | |||||||||
| Never married | 268863 | 35.7 % | 216956 | 28.8 % | 192447 | 25.5 % | 75174 | 10.0 % | 0.681 |
| Married | 1104046 | 39.2 % | 655606 | 23.3 % | 766179 | 27.2 % | 291180 | 10.3 % | |
| Others | 87907 | 41.9 % | 58413 | 27.8 % | 48671 | 23.2 % | 15007 | 7.1 % | |
| Household income | |||||||||
| Low | 51287 | 31.6 % | 31609 | 19.5 % | 64473 | 39.7 % | 14865 | 9.2 % | 0.001 |
| Mid-low | 313868 | 31.1 % | 231306 | 22.9 % | 315850 | 31.3 % | 147408 | 14.6 % | |
| Mid-high | 529608 | 38.7 % | 334116 | 24.4 % | 365995 | 26.7 % | 138763 | 10.1 % | |
| High | 566053 | 45.6 % | 333944 | 26.9 % | 260980 | 21.0 % | 80325 | 6.5 % | |
| Smoking | |||||||||
| Non-smoker | 947579 | 46.3 % | 533403 | 26.1 % | 411757 | 20.1 % | 152136 | 7.4 % | <0.001 |
| Ex-smoker | 220452 | 34.5 % | 144646 | 22.6 % | 207975 | 32.6 % | 65555 | 10.3 % | |
| Current smoker | 292784 | 26.7 % | 252927 | 23.1 % | 387565 | 35.3 % | 163670 | 14.9 % | |
| Alcohol | |||||||||
| None | 244192 | 44.4 % | 143659 | 26.1 % | 107894 | 19.6 % | 53707 | 9.8 % | 0.003 |
| Light drinker | 1031733 | 39.9 % | 634730 | 24.5 % | 700198 | 27.1 % | 219618 | 8.5 % | |
| Heavy drinker | 184891 | 28.7 % | 152587 | 23.7 % | 199206 | 30.9 % | 108035 | 16.8 % | |
| Exercise | |||||||||
| No | 1190610 | 38.9 % | 728900 | 23.8 % | 823902 | 26.9 % | 317417 | 10.4 % | 0.611 |
| Yes | 270206 | 37.5 % | 202076 | 28.1 % | 183396 | 25.5 % | 63943 | 8.9 % | |
| Job type | |||||||||
| Non-manual | 1237357 | 43.3 % | 695717 | 24.3 % | 695575 | 24.3 % | 228538 | 8.0 % | <0.001 |
| Manual | 223459 | 24.2 % | 235258 | 25.5 % | 311722 | 33.8 % | 152822 | 16.6 % | |
| Shift work | |||||||||
| No | 1248109 | 39.3 % | 809858 | 25.5 % | 867887 | 27.4 % | 246757 | 7.8 % | <0.001 |
| Yes | 212706 | 35.0 % | 121118 | 19.9 % | 139411 | 22.9 % | 134603 | 22.1 % | |
SE standard error
aestimated population size, brow and estimated percentage
Characteristics by hearing impairment in male subjects
| Variables | Low frequency hearing threshold | High frequency hearing threshold | ||||||
|---|---|---|---|---|---|---|---|---|
| Normala | Impaireda | Rateb |
| Normala | Impaireda | Rateb |
| |
| Total | 1943952 | 86909 | 4.3 % | 1450702 | 580160 | 28.6 % | ||
| Age | ||||||||
| 25–34 | 601667 | 8921 | 1.5 % | 0.003 | 536836 | 73752 | 12.1 % | < 0.001 |
| 35–44 | 767129 | 24164 | 3.1 % | 639708 | 151585 | 19.2 % | ||
| 45–54 | 433876 | 35966 | 7.7 % | 228438 | 241405 | 51.4 % | ||
| 55–64 | 141281 | 17857 | 11.2 % | 45720 | 113418 | 71.3 % | ||
| BMI (kg/m2) | ||||||||
| Underweight | 20560 | 0 | 0.0 % | 0.594 | 14802 | 5759 | 28.0 % | 0.987 |
| Normal | 1132208 | 58595 | 4.9 % | 853128 | 337675 | 28.4 % | ||
| Obese | 791184 | 28314 | 3.5 % | 582771 | 236726 | 28.9 % | ||
| Education | ||||||||
| ≤ Middle school | 138168 | 13016 | 8.6 % | 0.069 | 76552 | 74632 | 49.4 % | < 0.001 |
| High school | 684015 | 41593 | 5.7 % | 449823 | 275785 | 38.0 % | ||
| ≥ College | 1121769 | 32300 | 2.8 % | 924326 | 229743 | 19.9 % | ||
| Marital status | ||||||||
| Never married | 330788 | 4487 | 1.3 % | 0.285 | 293642 | 41634 | 12.4 % | 0.001 |
| Married | 1571384 | 82422 | 5.0 % | 1137760 | 516046 | 31.2 % | ||
| Others | 41780 | 0 | 0.0 % | 19300 | 22480 | 53.8 % | ||
| Household income | ||||||||
| Low | 72438 | 1156 | 1.6 % | 0.868 | 41672 | 31921 | 43.4 % | 0.503 |
| Mid-low | 591940 | 29504 | 4.7 % | 434735 | 186708 | 30.0 % | ||
| Mid-high | 690088 | 30844 | 4.3 % | 522569 | 198364 | 27.5 % | ||
| High | 589487 | 25406 | 4.1 % | 451726 | 163166 | 26.5 % | ||
| Smoking | ||||||||
| Non-smoker | 464148 | 13948 | 2.9 % | 0.391 | 373600 | 104496 | 21.9 % | 0.085 |
| Ex-smoker | 535904 | 34937 | 6.1 % | 380557 | 190284 | 33.3 % | ||
| Current smoker | 943901 | 38024 | 3.9 % | 696544 | 285380 | 29.1 % | ||
| Alcohol | ||||||||
| None | 200508 | 12108 | 5.7 % | 0.382 | 141176 | 71441 | 33.6 % | 0.608 |
| Light drinker | 1246716 | 43362 | 3.4 % | 933381 | 356697 | 27.6 % | ||
| Heavy drinker | 496727 | 31440 | 6.0 % | 376145 | 152022 | 28.8 % | ||
| Exercise | ||||||||
| No | 1539723 | 63025 | 3.9 % | 0.428 | 1173529 | 429219 | 26.8 % | 0.081 |
| Yes | 404229 | 23884 | 5.6 % | 277173 | 150940 | 35.3 % | ||
| Occupation | ||||||||
| Non-manual | 1356037 | 45141 | 3.2 % | 0.060 | 1086389 | 314789 | 22.5 % | < 0.001 |
| Manual | 587915 | 41768 | 6.6 % | 364312 | 265371 | 42.1 % | ||
| Shift work | ||||||||
| No | 1656145 | 74247 | 4.3 % | 0.966 | 1268234 | 462159 | 26.7 % | 0.012 |
| Yes | 287807 | 12662 | 4.2 % | 182468 | 118001 | 39.3 % | ||
| Weekly working hours | ||||||||
| ≤ 40 | 600759 | 24241 | 3.9 % | 0.740 | 463403 | 161597 | 25.9 % | 0.226 |
| 40 < x ≤ 48 | 452960 | 27724 | 5.8 % | 328092 | 152592 | 31.7 % | ||
| 48 < x ≤ 60 | 646323 | 22822 | 3.4 % | 498059 | 171086 | 25.6 % | ||
| > 60 | 243910 | 12122 | 4.7 % | 161147 | 94885 | 37.1 % | ||
aestimated population size
bprevalence rate
ctested by chi-square test
Characteristics by hearing impairment in female subjects
| Variables | Low frequency hearing threshold | High frequency hearing threshold | ||||||
|---|---|---|---|---|---|---|---|---|
| Normala | Impaireda | Rateb |
| Normala | Impaireda | Rateb |
| |
| Total | 1702929 | 46659 | 2.7 % | 1555827 | 193761 | 11.1 % | ||
| Age | ||||||||
| 25–34 | 630799 | 5583 | 0.9 % | < 0.001 | 631885 | 4497 | 0.7 % | < 0.001 |
| 35–44 | 566561 | 10259 | 1.8 % | 542400 | 34420 | 6.0 % | ||
| 45–54 | 374768 | 13832 | 3.6 % | 300648 | 87951 | 22.6 % | ||
| 55–64 | 130801 | 16985 | 11.5 % | 80894 | 66892 | 45.3 % | ||
| BMI (kg/m2) | ||||||||
| Underweight | 129378 | 3565 | 2.7 % | 0.119 | 126952 | 5992 | 4.5 % | 0.292 |
| Normal | 1247967 | 41229 | 3.2 % | 1134145 | 155051 | 12.0 % | ||
| Obese | 325584 | 1864 | 0.6 % | 294730 | 32718 | 10.0 % | ||
| Education | ||||||||
| ≤ Middle school | 188166 | 23009 | 10.9 % | < 0.001 | 138642 | 72534 | 34.3 % | < 0.001 |
| High school | 686690 | 15105 | 2.2 % | 616569 | 85226 | 12.1 % | ||
| ≥ College | 828073 | 8545 | 1.0 % | 800616 | 36002 | 4.3 % | ||
| Marital status | ||||||||
| Never married | 414719 | 3446 | 0.8 % | 0.125 | 416248 | 1916 | 0.5 % | < 0.001 |
| Married | 1123927 | 39277 | 3.4 % | 1002594 | 160611 | 13.8 % | ||
| Others | 164283 | 3936 | 2.3 % | 136984 | 31234 | 18.6 % | ||
| Household income | ||||||||
| Low | 86509 | 2131 | 2.4 % | 0.985 | 76211 | 12429 | 14.0 % | 0.901 |
| Mid-low | 376350 | 10639 | 2.7 % | 340629 | 46359 | 12.0 % | ||
| Mid-high | 628839 | 18711 | 2.9 % | 581604 | 65946 | 10.2 % | ||
| High | 611231 | 15178 | 2.4 % | 557382 | 69027 | 11.0 % | ||
| Smoking | ||||||||
| Non-smoker | 1526154 | 40625 | 2.6 % | 0.455 | 1399823 | 166956 | 10.7 % | 0.482 |
| Ex-smoker | 67787 | 0 | 0.0 % | 61194 | 6593 | 9.7 % | ||
| Current smoker | 108988 | 6033 | 5.2 % | 94810 | 20212 | 17.6 % | ||
| Alcohol | ||||||||
| None | 320909 | 15928 | 4.7 % | 0.190 | 283099 | 53737 | 16.0 % | 0.044 |
| Light drinker | 1269704 | 26496 | 2.0 % | 1159958 | 136243 | 10.5 % | ||
| Heavy drinker | 112316 | 4235 | 3.6 % | 112770 | 3781 | 3.2 % | ||
| Exercise | ||||||||
| No | 1417873 | 40208 | 2.8 % | 0.663 | 1293030 | 165051 | 11.3 % | 0.664 |
| Yes | 285056 | 6451 | 2.2 % | 262797 | 28710 | 9.8 % | ||
| Occupation | ||||||||
| Non-manual | 1432594 | 23414 | 1.6 % | < 0.001 | 1348346 | 107663 | 7.4 % | < 0.001 |
| Manual | 270335 | 23244 | 7.9 % | 207481 | 86098 | 29.3 % | ||
| Shift work | ||||||||
| No | 1402762 | 39457 | 2.7 % | 0.780 | 1301174 | 141045 | 9.8 % | 0.041 |
| Yes | 300167 | 7202 | 2.3 % | 254653 | 52716 | 17.2 % | ||
| Weekly working hours | ||||||||
| ≤ 40 | 822475 | 13340 | 1.6 % | 0.014 | 773741 | 62075 | 7.4 % | < 0.001 |
| 40 < x ≤ 48 | 442782 | 7511 | 1.7 % | 412838 | 37454 | 8.3 % | ||
| 48 < x ≤ 60 | 322857 | 15296 | 4.5 % | 279331 | 58822 | 17.4 % | ||
| > 60 | 114816 | 10512 | 8.4 % | 89917 | 35410 | 28.3 % | ||
aestimated population size
bprevalence rate
ctested by chi-square test
Odds ratios (OR) and 95 % confidence intervals (CI) for hearing impairment by gender according to weekly working hours
| Weekly working hours | Male | Female | ||
|---|---|---|---|---|
| Low frequency hearing impairment | High frequency hearing impairment | Low frequency hearing impairment | High frequency hearing impairment | |
| Model 1a | ||||
| ≤ 40 | 1.00 | 1.00 | 1.00 | 1.00 |
| 40 < x ≤ 48 | 1.52(0.52–4.39) | 1.33(0.8–2.22) | 1.05(0.35–3.14) | 1.13(0.61–2.09) |
| 48 < x ≤ 60 | 0.88(0.30–2.56) | 0.99(0.59–1.64) | 2.92(0.85–10.06) | 2.62(1.34–5.15) |
| > 60 | 1.23(0.38–4.03) | 1.69(0.96–2.97) | 5.64(1.65–19.34) | 4.91(2.06–11.68) |
| Model 2b | ||||
| ≤ 40 | 1.00 | 1.00 | 1.00 | 1.00 |
| 40 < x ≤ 48 | 1.83(0.61–5.45) | 1.77(0.99–3.18) | 1.49(0.46–4.89) | 1.44(0.74–2.78) |
| 48 < x ≤ 60 | 1.12(0.40–3.13) | 1.45(0.84–2.49) | 3.55(0.84–14.95) | 3.84(1.82–8.1) |
| > 60 | 1.13(0.36–3.55) | 1.70(0.87–3.31) | 4.24(1.05–17.14) | 5.12(1.85–14.18) |
| Model 3c | ||||
| ≤ 40 | 1.00 | 1.00 | 1.00 | 1.00 |
| 40 < x ≤ 48 | 1.79(0.65–4.98) | 1.71(0.95–3.08) | 1.22(0.36–4.13) | 1.28(0.65–2.54) |
| 48 < x ≤ 60 | 1.10(0.44–2.77) | 1.34(0.77–2.33) | 2.93(0.54–15.74) | 3.53(1.57–7.95) |
| > 60 | 1.22(0.31–4.86) | 1.61(0.80–3.22) | 4.22(1.09–16.27) | 4.49(1.73–11.67) |
aModel 1 : crude model
bModel 2 : adjusted with age, BMI and socioeconomic status (education, marital status and household income)
cModel 3 : Model2 + health-related behavioral characteristics (smoking, alcohol intake and exercise) and occupational characteristics (job type, shift work)