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