| Literature DB >> 35620063 |
Yongho Lee1,2, Junhyeong Lee1,2, Ui-Jin Kim1,2, Eunseun Han1,2, Seunghon Ham1,2,3, Won-Jun Choi1,2,3, Seong-Kyu Kang1,2,3, Wanhyung Lee1,2,3.
Abstract
Background: As self-employed workers are vulnerable to health problems, this study aimed to analyze mental health problems and sleep disturbances among self-employed workers compared with paid workers in Korea.Entities:
Keywords: KWCS; Korean Working Condition Survey; Mental health problem; Paid workers; Self-employed; Sleep disturbance
Year: 2022 PMID: 35620063 PMCID: PMC9125336 DOI: 10.35371/aoem.2022.34.e8
Source DB: PubMed Journal: Ann Occup Environ Med ISSN: 2052-4374
Fig. 1Schematic diagram depicting study population.
Baseline characteristics of study participants
| Characteristics | Total | Paid workers | Self-employed workers | ||
|---|---|---|---|---|---|
| Total | 34,645 (100.0) | 23,839 (68.8) | 10,806 (31.2) | ||
| Sex | 0.005 | ||||
| Male | 16,701 (48.2) | 11,371 (47.7) | 5,330 (49.3) | ||
| Female | 17,944 (51.8) | 12,468 (52.3) | 5,476 (50.7) | ||
| Age | < 0.001 | ||||
| 21–30 | 4,368 (12.6) | 4,038 (16.9) | 330 (3.1) | ||
| 31–40 | 8,004 (23.1) | 6,469 (27.1) | 1,535 (14.2) | ||
| 41–50 | 10,892 (31.4) | 7,282 (30.6) | 3,610 (33.4) | ||
| 51–60 | 11,381 (32.9) | 6,050 (25.4) | 5,331 (49.3) | ||
| Education level | < 0.001 | ||||
| Under middle school | 1,877 (5.4) | 1,131 (4.8) | 746 (6.9) | ||
| High school | 14,396 (40.4) | 8,312 (34.8) | 5,669 (52.5) | ||
| Over university | 18,787 (54.2) | 14,396 (60.4) | 4,391 (40.6) | ||
| Monthly income | < 0.001 | ||||
| < $1,000 | 1,457 (4.2) | 1,224 (5.2) | 233 (2.2) | ||
| $1,000–$2,000 | 8,328 (24.0) | 6,769 (28.4) | 1,559 (14.4) | ||
| $2,000–$3,000 | 10,862 (31.4) | 7,638 (32.0) | 3,224 (29.8) | ||
| ≥ $3,000 | 13,998 (40.4) | 8,208 (34.4) | 5,790 (53.6) | ||
| Occupational classification | < 0.001 | ||||
| White collar | 17,917 (51.7) | 13,539 (56.8) | 4,378 (40.5) | ||
| Service and sales | 7,975 (23.0) | 3,917 (16.4) | 4,058 (37.6) | ||
| Green collar | 3,203 (9.2) | 1,967 (8.2) | 1,236 (11.4) | ||
| Blue collar | 5,550 (16.1) | 4,416 (18.6) | 1,134 (10.5) | ||
| Size of enterprise | < 0.001 | ||||
| 1 | 7,469 (21.6) | 509 (2.1) | 6,960 (64.4) | ||
| 2–5 | 13,125 (37.9) | 9,643 (40.5) | 3,482 (32.2) | ||
| 6–50 | 8,229 (23.8) | 7,946 (33.3) | 283 (2.6) | ||
| ≥ 50 | 5,822 (16.8) | 5,741 (24.1) | 81 (0.7) | ||
| Long working hours | < 0.001 | ||||
| No | 25,890 (74.7) | 20,603 (86.4) | 5,287 (49.0) | ||
| Yes | 8,755 (25.3) | 3,236 (13.6) | 5,519 (51.0) | ||
| Depression | 0.174 | ||||
| No | 33,864 (97.7) | 23,319 (97.8) | 10,545 (97.6) | ||
| Yes | 781 (2.3) | 520 (2.2) | 261 (2.4) | ||
| Anxiety | < 0.001 | ||||
| No | 33,601 (97.0) | 23,191 (97.3) | 10,410 (96.3) | ||
| Yes | 1,044 (3.0) | 648 (2.7) | 396 (3.7) | ||
| Overall fatigue | < 0.001 | ||||
| No | 26,937 (77.8) | 18,934 (79.4) | 8,003 (74.1) | ||
| Yes | 7,708 (22.2) | 4,905 (20.6) | 2,803 (25.9) | ||
| Difficulty falling asleep | < 0.001 | ||||
| No | 30,356 (87.6) | 21,012 (88.1) | 9,344 (86.5) | ||
| Yes | 4,289 (12.4) | 2,827 (11.9) | 1,462 (13.5) | ||
| Difficulty maintaining sleep | < 0.001 | ||||
| No | 30,782 (88.8) | 21,319 (89.4) | 9,463 (87.6) | ||
| Yes | 3,863 (11.2) | 2,520 (10.6) | 1,343 (12.4) | ||
| Extreme fatigue after waking up | < 0.001 | ||||
| No | 29,639 (85.6) | 20,676 (86.7) | 8,963 (82.9) | ||
| Yes | 5,006 (14.4) | 3,163 (13.3) | 1,843 (17.1) | ||
Values are presented as number (%).
Weighted prevalence rate (%) of self-reported mental health problems and sleep disturbance
| Characteristics | Depression | Anxiety | Overall fatigue | Difficulty falling asleep | Difficulty maintaining sleep | Extreme fatigue after waking up | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PW | SE | PW | SE | PW | SE | PW | SE | PW | SE | PW | SE | ||
| Total | 2.1 (1.9–2.3) | 2.4 (2.1–2.8) | 2.9 (2.6–3.1) | 4.2 (3.7–4.7) | 20.0 (19.3–20.6) | 26.6 (25.6–27.7) | 11.0 (10.5–11.5) | 12.7 (11.9–13.5) | 10.0 (9.5–10.5) | 11.6 (10.8–12.3) | 12.6 (12.1–13.1) | 16.4 (15.5–17.3) | |
| Sex | |||||||||||||
| Male | 1.9 (1.6–2.2) | 2.1 (1.6–2.5) | 3.0 (2.7–3.4) | 4.0 (3.3–4.6) | 20.3 (19.4–21.2) | 26.5 (25.0–27.9) | 10.2 (9.5–10.9) | 12.1 (11.0–13.1) | 9.3 (8.7–10.0) | 11.0 (10.0–12.0) | 12.2 (11.4–12.9) | 15.3 (14.1–16.5) | |
| Female | 2.3 (2.0–2.6) | 3.2 (2.6–3.8) | 2.6 (2.2–3.0) | 4.6 (3.9–5.4) | 19.5 (18.7–20.4) | 26.9 (25.5–28.4) | 12.0 (11.3–12.8) | 14.0 (12.8–15.2) | 10.9 (10.2–11.6) | 12.7 (11.5–13.9) | 13.2 (12.4–13.9) | 18.5 (17.2–19.9) | |
| 0.472 | 0.624 | < 0.001 | < 0.001 | < 0.001 | < 0.001 | ||||||||
| Age | |||||||||||||
| 21–30 | 1.6 (1.1–2.1) | 1.8 (0.1–3.5) | 2.3 (1.7–2.9) | 2.8 (0.8–4.9) | 14.4 (12.9–15.8) | 14.4 (8.8–19.9) | 11.2 (10.0–12.4) | 10.7 (5.0–16.5) | 9.2 (8.0–10.3) | 11.6 (5.6–17.6) | 12.2 (10.9–13.5) | 16.5 (10.1–22.8) | |
| 31–40 | 1.6 (1.2–1.9) | 2.0 (1.1–2.9) | 2.5 (2.0–3.0) | 4.4 (3.0–5.8) | 17.2 (16.1–18.3) | 22.1 (19.5–24.8) | 10.1 (9.2–11.0) | 9.0 (7.4–10.8) | 8.8 (8.0–9.6) | 7.5 (6.0–9.1) | 11.0 (10.1–11.9) | 11.8 (9.8–13.8) | |
| 41–50 | 2.5 (2.1–2.9) | 2.3 (1.7–2.9) | 3.1 (2.6–3.6) | 3.6 (2.8–4.4) | 22.0 (20.8–23.1) | 26.0 (24.3–27.8) | 11.1 (10.2–12.0) | 12.4 (11.1–13.8) | 10.4 (9.5–11.2) | 11.0 (9.7–12.2) | 13.2 (12.2–14.1) | 15.7 (14.2–17.1) | |
| 51–60 | 2.7 (2.2–3.2) | 2.8 (2.2–3.3) | 3.6 (3.0–4.2) | 4.7 (3.9–5.4) | 26.7 (25.3–28.1) | 29.7 (28.1–31.3) | 11.8 (10.8–12.8) | 14.4 (13.2–15.6) | 12.0 (11.0–13.0) | 13.5 (12.3–14.6) | 14.3 (13.2–15.4) | 18.5 (17.2–19.9) | |
| < 0.001 | < 0.001 | < 0.001 | < 0.001 | < 0.001 | < 0.001 | ||||||||
| Education level | |||||||||||||
| Under middle school | 3.9 (2.6–5.2) | 3.7 (1.8–5.7) | 3.3 (2.1–4.5) | 4.1 (2.2–6.0) | 35.9 (32.4–39.3) | 39.2 (34.7–43.7) | 12.1 (9.7–14.6) | 12.2 (9.4–14.9) | 11.9 (9.4–14.3) | 12.6 (9.7–15.6) | 15.8 (13.2–18.5) | 18.0 (14.6–21.4) | |
| High school | 2.2 (1.8–2.6) | 2.6 (2.0–3.1) | 3.1 (2.6–3.6) | 4.2 (3.5–4.8) | 26.7 (25.5–27.9) | 30.4 (28.8–31.9) | 11.7 (10.9–12.6) | 14.5 (13.3–15.7) | 10.7 (9.9–11.6) | 13.3 (12.1–14.4) | 14.5 (13.6–15.5) | 17.7 (16.4–19.0) | |
| Over university | 1.9 (1.7–2.2) | 2.2 (1.6–2.7) | 2.7 (2.4–3.1) | 4.2 (3.4–5.0) | 16.2 (15.5–17.0) | 21.3 (19.7–22.8) | 10.6 (10.0–11.2) | 11.0 (9.8–12.1) | 9.6 (9.0–10.2) | 9.7 (8.6–10.7) | 11.6 (10.9–12.2) | 14.8 (13.5–16.2) | |
| < 0.001 | < 0.001 | < 0.001 | < 0.001 | < 0.001 | < 0.001 | ||||||||
| Size of enterprise | |||||||||||||
| 1 | 2.9 (0.5–3.5) | 2.4 (2.0–2.9) | 2.6 (0.7–4.4) | 3.5 (2.9–4.0) | 18.4 (14.2–22.7) | 24.7 (23.4–26.0) | 15.5 (11.8–19.2) | 12.6 (11.6–13.6) | 16.0 (12.1–19.9) | 11.3 (10.3–12.2) | 14.9 (11.0–18.8) | 15.6 (14.5–16.7) | |
| 2–5 | 1.9 (1.6–2.3) | 2.4 (1.8–3.0) | 2.6 (2.2–3.0) | 5.0 (4.0–5.9) | 20.0 (19.0–21.0) | 29.9 (28.0–31.7) | 12.1 (11.3–12.9) | 12.6 (11.3–13.9) | 10.9 (10.1–11.7) | 11.6 (10.3–12.8) | 13.7 (12.9–14.6) | 17.1 (15.6–18.6) | |
| 6–50 | 2.3 (1.9–2.7) | 2.5 (0.0–5.2) | 3.1 (2.6–3.5) | 5.7 (2.1–9.3) | 20.3 (19.2–21.4) | 19.5 (13.5–25.6) | 11.4 (10.6–12.3) | 14.1 (8.6–19.7) | 9.9 (9.0–10.7) | 14.9 (9.2–20.6) | 12.5 (11.6–13.4) | 19.3 (13.1–25.5) | |
| ≥ 50 | 2.0 (1.5–2.4) | 4.3 (0.0–10.5) | 3.0 (2.4–3.5) | 6.5 (0.0–13.3) | 19.5 (18.3–20.8) | 22.2 (10.9–33.4) | 8.8 (7.9–9.6) | 24.4 (12.1–36.6) | 8.6 (7.8–9.5) | 18.3 (7.1–29.6) | 11.1 (10.1–12.0) | 19.6 (8.9–30.3) | |
| < 0.001 | < 0.001 | < 0.001 | < 0.001 | < 0.001 | < 0.001 | ||||||||
PW: paid workers; SE: self-employed workers.
Adjusted OR and 95% CI for self-reported mental health problems and sleep disturbance of self-employed workers
| Health problems | Unadjusted model | Adjusted model 1a | Adjusted model 2b | |
|---|---|---|---|---|
| OR (95% CI) | OR (95% CI) | OR (95% CI) | ||
| Depression | ||||
| Paid workers | Reference | Reference | Reference | |
| Self-employed | 1.10 (0.95–1.29) | 0.99 (0.85–1.16) | 0.97 (0.83–1.14) | |
| Anxiety | ||||
| Paid workers | Reference | Reference | Reference | |
| Self-employed | 1.36 (1.20–1.55) | 1.25 (1.09–1.43) | 1.25 (1.09–1.42) | |
| Overall fatigue | ||||
| Paid workers | Reference | Reference | Reference | |
| Self-employed | 1.35 (1.28–1.43) | 1.14 (1.08–1.21) | 1.11 (1.04–1.17) | |
| Difficulty falling asleep | ||||
| Paid workers | Reference | Reference | Reference | |
| Self-employed | 1.16 (1.09–1.24) | 1.12 (1.05–1.21) | 1.11 (1.04–1.20) | |
| Difficulty maintaining sleep | ||||
| Paid workers | Reference | Reference | Reference | |
| Self-employed | 1.20 (1.12–1.29) | 1.11 (1.03–1.19) | 1.10 (1.02–1.18) | |
| Extreme fatigue after waking up | ||||
| Paid workers | Reference | Reference | Reference | |
| Self-employed | 1.34 (1.26–1.43) | 1.25 (1.17–1.34) | 1.24 (1.16–1.32) | |
OR: odds ratio; CI: confidence interval.
aAdjusted for sex, age; bAdjusted for sex, age, education level, and size of enterprise.