Exposure to Adverse Social Behavior in the Workplace and Sickness Presenteeism among Korean Workers: The Mediating Effects of Musculoskeletal Disorders
Abstract
:1. Introduction
2. Methods
2.1. Data
2.2. Measurements
2.3. Statistical Analysis
3. Results
4. Discussion
4.1. Research Limitations and Recommendations for Future Research
4.2. Research Contributions
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
Appendix A
Variable | Model 1 | Model 2 | |
---|---|---|---|
Predictor | MSDs B(SE) | Presenteeism B(SE) | |
Control variable | |||
Age | 0.01 (0.00) *** | 0.00 (0.00) | |
Gender (ref = male) | 0.20 (0.01) *** | 0.08 (0.01) *** | |
Income (ref: <1 million Korean won) | |||
1–1.99 | 0.04 (0.02) | 0.09 (0.03) ** | |
2–2.99 | 0.08 (0.03) ** | 0.09 (0.03) ** | |
≥3 | 0.05 (0.03) | 0.12 (0.03) *** | |
Education (ref = Below middle school) | |||
High school | −0.16 (0.02) *** | −0.02 (0.03) | |
College/university and beyond | −0.20 (0.03) *** | −0.01 (0.03) | |
Job type (ref = professional) | |||
Senior manager | −0.05 (0.05) | −0.07 (0.05) | |
Technicians | 0.00 (0.03) | −0.03 (0.03) | |
Clerks | −0.05 (0.02) * | −0.06 (0.03) * | |
Service | 0.16 (0.03) *** | −0.14 (0.03) *** | |
Sales | −0.04 (0.03) | 0.12 (0.03) *** | |
Agriculture or fisheries | 0.23 (0.10) * | 0.00 (0.10) | |
Craft worker | 0.19 (0.03) *** | −0.07 (0.03) * | |
Operators | 0.14 (0.03) *** | −0.06 (0.04) | |
Unskilled workers | 0.19 (0.03) *** | −0.11 (0.03) ** | |
Occupational ergonomic risk (ref = no) | 0.25 (0.02) *** | 0.06 (0.02) *** | |
Job resource | −0.03 (0.01) *** | 0.01 (0.01) | |
Employment contract (ref = permanent) | 0.00 (0.02) | −0.04 (0.02) * | |
Work schedule (ref = shift/night work) | −0.04 (0.02) * | 0.02 (0.02) | |
Working hour (weekly) | 0.00 (0.00) *** | 0.00 (0.00) *** | |
Job demand | 0.11 (0.01) *** | 0.06 (0.01) *** | |
Self-rated health (ref = good) | 0.55 (0.01) *** | 0.26 (0.02) *** | |
Independent variable | |||
ASB | 0.18(0.01) *** | 0.19 (0.01) *** | |
MSDs | - | 0.20(0.01) *** | |
R2 | 0.21 *** | 0.10 *** |
References
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Variable | Category | Distribution | ASB | SP | MSDs | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
n | % | % | χ2 | p | % | χ2 | p | % | χ2 | p | ||
7.0 | 22.3 | 40.3 | ||||||||||
(years) | ≤29 | 5504 | 23.6 | 8.3 | 21.98 | <0.001 | 18.0 | 83.84 | <0.001 | 27.3 | 1028.18 | <0.001 |
30–49 | 9816 | 42.1 | 6.7 | 23.8 | 37.0 | |||||||
50–64 | 6221 | 26.7 | 6.7 | 23.9 | 49.5 | |||||||
Over 65 | 1775 | 7.6 | 5.6 | 21.0 | 62.9 | |||||||
Gender | Male | 12,081 | 52.0 | 6.4 | 17.58 | <0.001 | 20.1 | 62.88 | <0.001 | 35.5 | 212.03 | <0.001 |
Female | 11,264 | 48.0 | 7.7 | 24.4 | 44.8 | |||||||
Income (monthly, million Korean won *) | <1 | 2985 | 12.8 | 6.8 | 70.31 | <0.001 | 16.8 | 65.42 | <0.001 | 49.3 | 310.71 | <0.001 |
1–1.99 | 8307 | 35.6 | 8.8 | 24.0 | 43.9 | |||||||
2–2.99 | 6427 | 27.5 | 6.3 | 22.6 | 37.1 | |||||||
≥3 | 5630 | 24.1 | 5.4 | 21.9 | 32.6 | |||||||
Education | Below middle school | 2783 | 11.9 | 7.2 | 43.89 | <0.001 | 24.2 | 11.91 | 0.032 | 65.4 | 1150.50 | <0.001 |
High school | 8856 | 37.9 | 8.4 | 22.6 | 43.7 | |||||||
College/university and beyond | 11,711 | 50.2 | 6.0 | 21.4 | 31.2 | |||||||
Job type | Senior manager | 460 | 1.9 | 4.1 | 242.60 | <0.001 | 17.8 | 69.29 | <0.001 | 25.0 | 1298.35 | <0.001 |
Professional | 1972 | 8.4 | 5.4 | 25.2 | 33.3 | |||||||
Technicians | 1232 | 5.3 | 5.1 | 23.0 | 32.7 | |||||||
Clerks | 6251 | 26.8 | 4.8 | 19.5 | 27.5 | |||||||
Service | 3164 | 13.5 | 11.6 | 23.7 | 48.9 | |||||||
Sales | 2868 | 12.3 | 10.6 | 20.3 | 33.9 | |||||||
Agriculture or fisheries | 90 | 0.4 | 3.3 | 24.4 | 65.6 | |||||||
Craft worker | 2316 | 9.9 | 5.0 | 24.6 | 48.5 | |||||||
Operators | 1488 | 6.4 | 7.8 | 25.1 | 46.2 | |||||||
Unskilled workers | 3508 | 15.0 | 7.1 | 23.0 | 58.7 | |||||||
Occupational ergonomic risk | Yes | 19,683 | 84.3 | 7.5 | 49.30 | <0.001 | 23.6 | 143.81 | <0.001 | 43.9 | 816.13 | <0.001 |
No | 3666 | 15.7 | 4.3 | 14.6 | 18.7 | |||||||
Job resource | Low | 13,567 | 58.1 | 8.1 | 51.92 | <0.001 | 23.2 | 14.97 | 0.001 | 44.5 | 266.02 | <0.001 |
High | 9782 | 41.9 | 5.6 | 21.0 | 33.7 | |||||||
Employment contract | permanent contract | 17,508 | 75.0 | 6.5 | 33.02 | <0.001 | 23.1 | 29.37 | <0.001 | 37.2 | 224.95 | <0.001 |
short-term contract | 5841 | 25.0 | 8.7 | 19.6 | 48.3 | |||||||
Work schedule | Shift/night work | 3653 | 15.6 | 13.3 | 256.01 | <0.001 | 25.7 | 31.16 | <0.001 | 43.3 | 20.19 | <0.001 |
Daytime work | 19,696 | 84.4 | 5.9 | 21.7 | 39.7 | |||||||
Working hour (weekly) | ≤40 | 12,700 | 54.4 | 5.7 | 120.84 | <0.001 | 19.7 | 135.62 | <0.001 | 36.8 | 169.31 | <0.001 |
41–52 | 6522 | 27.9 | 7.4 | 23.7 | 41.5 | |||||||
53–60 | 2910 | 12.5 | 10.2 | 28.8 | 47.6 | |||||||
≥61 | 1217 | 5.2 | 11.6 | 26.0 | 48.2 | |||||||
Job demand | Low | 14,427 | 61.8 | 5.3 | 184.06 | <0.001 | 19.2 | 193.01 | <0.001 | 36.2 | 236.46 | <0.001 |
High | 8922 | 38.2 | 9.9 | 27.0 | 46.2 | |||||||
Self-rated health | Good | 17,189 | 73.6 | 5.9 | 137.35 | <0.001 | 18.3 | 587.74 | <0.001 | 31.0 | 2127.38 | <0.001 |
Bad | 6160 | 26.4 | 10.3 | 33.4 | 65.0 | |||||||
ASB | Yes | 1642 | 7.0 | |||||||||
No | 21,707 | 93.0 | ||||||||||
MSDs | Yes | 9337 | 40.0 | 10.4 | 274.97 | <0.001 | 34.7 | 1401.11 | <0.001 | |||
no | 14,012 | 60.0 | 4.8 | 13.9 | ||||||||
SP | yes | 5185 | 22.2 | 13.1 | 379.54 | <0.001 | 62.8 | 1399.43 | <0.001 | |||
no | 18,164 | 77.8 | 5.3 | 33.8 |
Variables | M | SD | Range | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
---|---|---|---|---|---|---|---|---|---|---|
1.ASB | 0.11 | 0.50 | 0–6 | |||||||
2.SP | 1.19 | 6.62 | 0–362 | 0.14 *** | ||||||
3.MSDs | 0.70 | 0.98 | 0–3 | 0.12 *** | 0.27 *** | |||||
4.Employment contract | 0.25 | 0.43 | 0–1 | 0.04 *** | –0.03 *** | 0.12 *** | ||||
5.Work schedule | 0.16 | 0.36 | 0–1 | 0.11 *** | 0.04 *** | 0.03 *** | –0.01 | |||
6.Working hour | 43.64 | 12.58 | 2–144 | 0.06 *** | 0.08 *** | 0.05 *** | –0.22 *** | 0.15 *** | ||
7.Job demand | 3.74 | 0.58 | 3–6 | 0.10 *** | 0.09 *** | 0.12 *** | –0.01 | 0.10 *** | 0.14 *** |
Mediator | Direct Effect (CI) | Indirect Effect (CI) | Total Effect (CI) | % of Total Effect Mediated |
---|---|---|---|---|
MSD | 0.20 *** (0.15, 0.24) | 0.04 *** (0.03, 0.05) | 0.24 *** (0.19, 0.28) | 16.7 |
Moderator Variable | Stage | Effect | ||||
---|---|---|---|---|---|---|
First | Second | Direct | Indirect | Total | ||
Employment contract | permanent contract | 0.22 *** | 0.21 *** | 0.23 *** | 0.05 *** | 0.28 *** |
short-term contract | 0.10 *** | 0.19 *** | 0.10 *** | 0.02 *** | 0.12 *** | |
DIFFERENCE | 0.13 *** | 0.02 | 0.13 *** | 0.03 *** | 0.16 *** | |
Work schedule | daytime | 0.22 *** | 0.21 *** | 0.22 *** | 0.04 *** | 0.27 *** |
night/shift | 0.14 *** | 0.18 *** | 0.14 *** | 0.02 *** | 0.16 *** | |
DIFFERENCE | 0.08 ** | 0.03 | 0.09 ** | 0.02 ** | 0.10 *** | |
Working hour | −1 SD | 0.17 *** | 0.17 *** | 0.16 *** | 0.03 *** | 0.19 *** |
+1 SD | 0.19 *** | 0.22 *** | 0.21 *** | 0.04 *** | 0.25 *** | |
DIFFERENCE | 0.03 | 0.05 *** | 0.05 * | 0.01 ** | 0.06 ** | |
Job demand | −1 SD | 0.18 *** | 0.20 *** | 0.17 *** | 0.04 *** | 0.21 *** |
+1 SD | 0.19 *** | 0.19 *** | 0.20 *** | 0.04 *** | 0.23 *** | |
DIFFERENCE | 0.01 | 0.01 | 0.03 | 0.00 | 0.03 |
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Choi, S.; Yi, Y.; Kim, J. Exposure to Adverse Social Behavior in the Workplace and Sickness Presenteeism among Korean Workers: The Mediating Effects of Musculoskeletal Disorders. Int. J. Environ. Res. Public Health 2018, 15, 2198. https://doi.org/10.3390/ijerph15102198
Choi S, Yi Y, Kim J. Exposure to Adverse Social Behavior in the Workplace and Sickness Presenteeism among Korean Workers: The Mediating Effects of Musculoskeletal Disorders. International Journal of Environmental Research and Public Health. 2018; 15(10):2198. https://doi.org/10.3390/ijerph15102198
Chicago/Turabian StyleChoi, Sookja, Yunjeong Yi, and Jiyun Kim. 2018. "Exposure to Adverse Social Behavior in the Workplace and Sickness Presenteeism among Korean Workers: The Mediating Effects of Musculoskeletal Disorders" International Journal of Environmental Research and Public Health 15, no. 10: 2198. https://doi.org/10.3390/ijerph15102198
APA StyleChoi, S., Yi, Y., & Kim, J. (2018). Exposure to Adverse Social Behavior in the Workplace and Sickness Presenteeism among Korean Workers: The Mediating Effects of Musculoskeletal Disorders. International Journal of Environmental Research and Public Health, 15(10), 2198. https://doi.org/10.3390/ijerph15102198