Associations among Employment Status, Health Behaviors, and Mental Health in a Representative Sample of South Koreans
Abstract
1. Introduction
2. Methods
2.1. Study Sample
2.2. Measures
2.3. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
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Socio-Demographic Variables | Permanent Job N = 4783 (46.0%) | Temporary Job N = 4498 (43.3%) | Unemployed N = 1049 (10.7%) | Permanent Job vs. Temporary Job | Permanent Job vs. Unemployed | Temporary job vs. Unemployed | |||
---|---|---|---|---|---|---|---|---|---|
n | % | n | % | n | % | ||||
Age, mean | 39.7 | 0.2 | 37.4 | 0.2 | 34.7 | 0.4 | <0.0001 | <0.0001 | <0.0001 |
Age group, year | |||||||||
15–19 | 13 | 0.3 | 284 | 6.9 | 63 | 5.2 | <0.0001 | <0.0001 | <0.0001 |
20–29 | 651 | 16.5 | 964 | 27.9 | 359 | 43.2 | |||
30–39 | 1613 | 34.0 | 862 | 18.9 | 192 | 17.1 | |||
40–49 | 1548 | 31.1 | 1110 | 23.1 | 196 | 15.6 | |||
50–59 | 958 | 18.1 | 1278 | 23.2 | 239 | 18.9 | |||
Gender | |||||||||
Men | 2994 | 69.6 | 1672 | 45.5 | 439 | 50.0 | <0.0001 | <0.0001 | <0.0257 |
Women | 1789 | 30.4 | 2826 | 54.5 | 610 | 50.0 | |||
Education | |||||||||
High school degree or less | 1584 | 33.0 | 2923 | 64.7 | 542 | 48.5 | <0.0001 | <0.0001 | <0.0001 |
College degree or more | 3197 | 67.0 | 1574 | 35.3 | 506 | 51.5 | |||
Monthly household income | |||||||||
<Q1 | 82 | 1.6 | 432 | 9.9 | 189 | 19.0 | <0.0001 | <0.0001 | <0.0001 |
Q1 to <Q2 | 689 | 14.3 | 1335 | 29.3 | 330 | 30.2 | |||
Q2 to <Q3 | 1635 | 35.5 | 1533 | 34.5 | 304 | 29.4 | |||
≥Q3 | 2368 | 48.7 | 1190 | 26.3 | 216 | 21.4 | |||
Marital status | |||||||||
Married | 3632 | 73.4 | 2544 | 50.9 | 407 | 32.8 | <0.0001 | <0.0001 | <0.0001 |
Divorced, Widowed, or Separated | 167 | 3.0 | 403 | 7.3 | 72 | 5.2 | |||
Never married | 980 | 23.6 | 1544 | 41.8 | 569 | 62.0 |
Health-Related Variables | Permanent Job N = 4783 (46.0%) | Temporary Job N = 4498 (43.3%) | Unemployed N = 1049 (10.7%) | Permanent Job vs. Temporary Job | Permanent Job vs. Unemployed | Temporary job vs. Unemployed | |||
---|---|---|---|---|---|---|---|---|---|
n | % | n | % | n | % | ||||
Health behaviors | |||||||||
Current smoking (yes) | 1296 | 30.3 | 939 | 25.3 | 219 | 23.8 | <0.0001 | 0.0005 | 0.3974 |
High risk alcohol consumption (yes) | 766 | 17.6 | 598 | 14.2 | 111 | 10.5 | 0.0003 | <0.0001 | 0.0044 |
Sleeping duration (hours) per day | |||||||||
<4 hours | 8 | 0.3 | 20 | 1.1 | 3 | 0.6 | <0.0001 | <0.0001 | 0.0023 |
4–6 hours | 280 | 13.3 | 256 | 12.8 | 58 | 11.6 | |||
6–8 hours | 1481 | 67.5 | 1094 | 57.5 | 233 | 49.3 | |||
≥8 hours | 438 | 19.0 | 527 | 28.6 | 168 | 38.5 | |||
Unhealthy sleeping duration | 726 | 32.5 | 803 | 42.5 | 229 | 50.7 | <0.0001 | <0.0001 | 0.0023 |
Mental health service use (yes) | 53 | 1.6 | 100 | 3.2 | 32 | 4.6 | <0.0001 | <0.0001 | 0.1195 |
General health | |||||||||
Health-related quality of life (EQ-5D index), mean (standard error, SE) | 0.98 | 0.01 | 0.97 | 0.01 | 0.97 | 0.01 | <0.0001 | <0.0001 | 0.9965 |
Self-perceived poor health, mean (SE) | 454 | 9.5 | 487 | 10.8 | 138 | 13.0 | 0.0725 | 0.0014 | 0.0573 |
Mental health | |||||||||
High daily perceived stress (yes) | 1426 | 29.8 | 1382 | 31.3 | 304 | 29.3 | 0.1715 | 0.7927 | 0.2709 |
Depressed mood (yes) | 186 | 6.0 | 329 | 11.5 | 97 | 15.7 | <0.0001 | <0.0001 | 0.0102 |
Depression symptoms (PHG-9 ≥10) a (yes) | 52 | 2.5 | 96 | 5.7 | 32 | 7.4 | <0.0001 | <0.0001 | 0.2801 |
Ever been diagnosed with depression (yes) | 64 | 1.2 | 187 | 4.5 | 41 | 3.4 | <0.0001 | <0.0001 | 0.1188 |
Suicidal ideation or planning (yes) | 60 | 1.2 | 151 | 4.2 | 38 | 4.6 | <0.0001 | <0.0001 | 0.684 |
Suicide attempt (yes) | 8 | 0.1 | 19 | 0.5 | 4 | 0.4 | 0.0015 | 0.0755 | 0.8024 |
Health-Related Variables | Total | Men | Women | ||||||
---|---|---|---|---|---|---|---|---|---|
Temporary Job vs. Permanent Job (Ref) | Unemployed vs. Permanent Job (Ref) | Unemployed vs. Temporary Job (Ref) | Temporary Job vs. Permanent Job (Ref) | Unemployed vs. Permanent Job (Ref) | Unemployed vs. Temporary Job (Ref) | Temporary Job vs. Permanent Job (Ref) | Unemployed vs. Permanent Job (Ref) | Unemployed vs. Temporary Job (Ref) | |
AOR (95% CI) | AOR (95% CI) | AOR (95% CI) | AOR (95% CI) | AOR (95% CI) | AOR (95% CI) | AOR (95% CI) | AOR (95% CI) | AOR (95% CI) | |
Health behavior | |||||||||
Current smoking | 1.05 (0.92–1.21) | 0.93 (0.73–1.17) | 0.88 (0.70–1.11) | 1.01 (0.86–1.18) | 0.91 (0.70–1.17) | 0.90 (0.70–1.16) | 1.81 (1.30–2.51) | 1.63 (1.10–2.66) | 0.90 (0.59–1.38) |
High risky alcohol consumption | 0.99 (0.84–1.16) | 0.70 (0.53–0.91) | 0.70 (0.54–0.91) | 1.02 (0.84–1.24) | 0.67 (0.48–0.93) | 0.66 (0.47–0.92) | 1.22 (0.92–1.61) | 1.04 (0.68–1.61) | 0.86 (0.58–1.27) |
Unhealthy sleeping duration (yes) | 1.36 (1.15–1.60) | 1.80 (1.42–2.28) | 1.33 (1.07–1.66) | 1.34 (1.04–1.72) | 1.95 (1.32–2.87) | 1.46 (0.99–2.14) | 1.39 (1.10–1.74) | 1.71 (1.22–2.39) | 1.23 (0.91–1.66) |
Mental health service use | 1.63 (1.09–2.44) | 2.43 (1.44–4.11) | 1.49 (0.92–2.42) | 0.94 (0.45–1.98) | 2.19 (0.94–5.10) | 2.33 (1.10–4.95) | 2.27 (1.36–3.77) | 2.50 (1.21–5.16) | 1.10 (0.57–2.13) |
General health | |||||||||
Health-related quality of life (EQ-5D index), coefficient (SE) | −0.005 ** (0.001) | −0.007 ** (0.002) | −0.002 (0.002) | −0.004 (0.002) | −0.006 (0.003) | −0.003 (0.003) | −0.006 ** (0.002) | −0.006 * (0.003) | −0.001 (0.003) |
Self-perceived poor health, coefficient (SE) | 1.17 (0.98–1.39) | 1.54 (1.21–1.97) | 1.32 (1.06–1.65) | 1.10 (0.87–1.39) | 1.40 (0.98–2.01) | 1.28 (0.92–1.89) | 1.17 (0.90–1.51) | 1.56 (1.09–2.22) | 1.34 (0.98–1.83) |
Mental health | |||||||||
High daily perceived stress | 1.06 (0.95–1.19) | 0.90 (0.76–1.07) | 0.85 (0.72–1.01) | 1.19 (1.01–1.41) | 1.00 (0.75–1.32) | 0.84 (0.64–1.10) | 1.04 (0.90–1.21) | 0.93 (0.74–1.17) | 0.89 (0.72–1.10) |
Depressed mood | 1.39 (1.11–1.73) | 1.88 (1.37–2.60) | 1.36 (1.02–1.81) | 1.34 (0.93–1.94) | 1.81 (1.07–3.05) | 1.35 (0.85–2.14) | 1.32 (0.99–1.76) | 1.79 (1.18–2.71) | 1.35 (0.93–1.97) |
Depression symptoms (PHQ-9 ≥10 score) | 1.70 (1.10–2.62) | 2.07 (1.24–3.46) | 1.22 (0.76–1.97) | 2.51 (1.25–5.04) | 1.71 (0.61–4.78) | 0.68 (0.26–1.77) | 1.49 (0.89–2.47) | 2.46 (1.31–4.62) | 1.66 (0.93–1.97) |
Ever been diagnosed with depression | 2.78 (1.99–3.89) | 2.38 (1.52–3.72) | 0.85 (0.58–1.27) | 2.42 (1.42–4.11) | 2.88 (1.37–6.04) | 1.19 (0.61–2.32) | 2.79 (1.82–4.28) | 1.82 (1.00–3.33) | 0.65 (0.40–1.06) |
Suicidal ideation or planning | 2.06 (1.42–3.01) | 2.34 (1.36–4.04) | 1.14 (0.73–1.77) | 2.10 (1.14–3.87) | 3.47 (1.55–7.77) | 1.65 (0.87–3.14) | 1.90 (1.19–3.05) | 1.51 (0.74–3.09) | 0.80 (0.43–1.47) |
Suicide attempt | 1.65 (0.66–4.17) | 1.57 (0.33–7.34) | 0.95 (0.30–3.04) | 1.48 (0.39–5.58) | 3.57 (0.42–30.04) | 2.42 (0.52–11.13) | 1.22 (0.37–4.09) | No result | No result |
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Park, S.J.; Kim, S.Y.; Lee, E.-S.; Park, S. Associations among Employment Status, Health Behaviors, and Mental Health in a Representative Sample of South Koreans. Int. J. Environ. Res. Public Health 2020, 17, 2456. https://doi.org/10.3390/ijerph17072456
Park SJ, Kim SY, Lee E-S, Park S. Associations among Employment Status, Health Behaviors, and Mental Health in a Representative Sample of South Koreans. International Journal of Environmental Research and Public Health. 2020; 17(7):2456. https://doi.org/10.3390/ijerph17072456
Chicago/Turabian StylePark, Se Jin, Soo Yeon Kim, Eun-Sun Lee, and Subin Park. 2020. "Associations among Employment Status, Health Behaviors, and Mental Health in a Representative Sample of South Koreans" International Journal of Environmental Research and Public Health 17, no. 7: 2456. https://doi.org/10.3390/ijerph17072456
APA StylePark, S. J., Kim, S. Y., Lee, E.-S., & Park, S. (2020). Associations among Employment Status, Health Behaviors, and Mental Health in a Representative Sample of South Koreans. International Journal of Environmental Research and Public Health, 17(7), 2456. https://doi.org/10.3390/ijerph17072456