| Literature DB >> 31013723 |
Chi-Ming Hsieh1, Bi-Kun Tsai2.
Abstract
The purpose of this study was to investigate how the role of workplace social support and gender affect the relationship between work stress and the physical and mental health of military personnel in Taiwan. The analysis results reveal that military personnel expressed significantly high perceptions of work-related stress. Social support from supervisors and colleagues is a crucial factor in buffering the effect of work-related stress on perceived health, and increasing the physical and mental health among military personnel. This study shows that male personnel who perceived higher stress and gained more social support from supervisors and colleagues than female personnel were less likely to have physical and mental issues than female personnel. Managerial implications and suggestions could serve as references in managing work-related stress, enhancing social support occurring in the military workplace, and reducing job dissatisfaction, which in turn improves the health and well-being of military personnel in Taiwan.Entities:
Keywords: gender comparison; physical and mental health; social support; work-related stress
Mesh:
Year: 2019 PMID: 31013723 PMCID: PMC6518057 DOI: 10.3390/ijerph16081317
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1The Proposed Conceptual Model.
Respondents’ profile (N = 398).
| Characteristics | Categories | Frequency ( | Percentage (%) |
|---|---|---|---|
| Gender | Male | 206 | 51.8 |
| Female | 192 | 48.2 | |
| Age | 20 years or less | 38 | 9.5 |
| 21–25 years old | 169 | 42.5 | |
| 26–30 years old | 127 | 31.9 | |
| 31–35 years old | 44 | 11.1 | |
| 36–40 years old | 20 | 5.0 | |
| Marital status | Single | 330 | 82.9 |
| Married | 68 | 17.1 | |
| Education | Junior high school or less | 3 | 0.8 |
| Senior or vocational high school | 144 | 36.2 | |
| Five-Year Junior College | 68 | 17.1 | |
| College | 139 | 34.9 | |
| Graduate school | 44 | 11.1 | |
| Military rank | Major (or above) | 33 | 8.3 |
| Second lieutenant (or above) | 117 | 29.4 | |
| Master sergeant | 13 | 3.3 | |
| Sergeant | 132 | 33.2 | |
| Private | 103 | 25.9 | |
| Service years | Less than 6 months | 36 | 9.0 |
| 7–12 months | 27 | 6.8 | |
| 1–2 years | 79 | 19.8 | |
| 3–4 years | 128 | 32.2 | |
| 5–6 years | 40 | 10.1 | |
| 7–8 years | 25 | 6.3 | |
| 9–10 years | 19 | 4.8 | |
| 11 years or above | 44 | 11.1 | |
| Personal income | ≤US $667 | 8 | 2.0 |
| US $668–1000 | 17 | 4.3 | |
| US $1001–1333 | 168 | 42.2 | |
| US $1334–1667 | 149 | 37.4 | |
| US $1668–2000 | 35 | 8.8 | |
| US $2001 or more | 21 | 5.3 |
Summary of item content and reliabilities.
| Construct and Item | Mean | Std. Deviation | Cronbach’s Alpha |
|---|---|---|---|
| Working Stress | 0.88 | ||
| 1. I frequently felt exhausted due to my heavy workload | 3.43 | 0.76 | |
| 2. I felt anxious about my current work | 3.25 | 0.88 | |
| 3. I felt incompetent at my current job | 3.62 | 0.93 | |
| 4. I felt listless when I was on duty | 3.71 | 1.01 | |
| 5. I felt unimportant within my department | 3.28 | 0.98 | |
| 6. I felt helpless when others criticized my performance at work | 3.29 | 0.87 | |
| Social Support | 0.84 | ||
| 7. My supervisors actively cared for me and understood the difficulties I faced at work. | 3.55 | 0.93 | |
| 8. My supervisors frequently provided me practical suggestions to handle problems | 3.58 | 0.89 | |
| 9. My colleagues were friendly and supportive. | 3.73 | 0.74 | |
| 10. My colleagues were caring of each other | 3.52 | 0.87 | |
| 11. My department provided adequate support to help me complete tasks. | 3.30 | 0.83 | |
| 12. My department offered adequate psychological counseling to help relieve work-related stress. | 3.41 | 0.86 | |
| Physical and Mental Health | 0.91 | ||
| 13. I had trouble sleeping and/or didn’t feel well-rested when I woke up. | 3.26 | 0.75 | |
| 14. I frequently felt pain (e.g., chest, legs or entire body) | 3.41 | 0.85 | |
| 15. I frequently felt fatigued and/or lacking energy | 3.53 | 0.82 | |
| 16. I frequently felt nervous and stressful | 3.06 | 0.74 | |
| 17. I have had times when I feel particularly low or down for a period of time | 3.34 | 0.77 | |
| 18. I felt there was no hope in the future. | 2.97 | 0.76 |
Measurement Model (N = 398).
| Construct & Indicators | SFL | t-Value | CR | AVE |
|---|---|---|---|---|
| Working stress | 0.93 | 0.69 | ||
| 1. I frequently felt exhausted due to my heavy workload | 0.77 | 11.62 | ||
| 2. I felt anxious about my current work | 0.81 | 14.21 | ||
| 3. I felt incompetent at my current job | 0.79 | 11.34 | ||
| 4. I felt listless when I was on duty | 0.83 | 10.11 | ||
| 5. I felt unimportant within my department | 0.86 | 9.38 | ||
| 6. I felt helpless when others criticized my performance at work | 0.91 | 10.12 | ||
| Social Support | 0.93 | 0.68 | ||
| 7. My supervisors actively cared for me and understood the difficulties I faced at work. | 0.78 | 11.25 | ||
| 8. My supervisors frequently provided me practical suggestions to handle problems | 0.76 | 10.96 | ||
| 9. My colleagues were friendly and supportive. | 0.81 | 9.15 | ||
| 10. My colleagues were caring of each other | 0.88 | 13.27 | ||
| 11. My department provided adequate support to help me complete tasks. | 0.83 | 9.08 | ||
| 12. My department offered adequate psychological counseling to help relieve work-related stress. | 0.87 | 11.92 | ||
| Physical and Mental Health | 0.93 | 0.68 | ||
| 13. I had trouble sleeping and/or didn’t feel well-rested when I woke up. | 0.79 | 12.34 | ||
| 14. I frequently felt pain (e.g., chest, legs or entire body) | 0.84 | 9.18 | ||
| 15. I frequently felt fatigued and/or lacking energy | 0.77 | 14.41 | ||
| 16. I frequently felt nervous and stressful | 0.81 | 13.67 | ||
| 17. I have had times when I feel particularly low or down for a period of time | 0.85 | 12.29 | ||
| 18. I felt there was no hope in the future. | 0.89 | 10.54 |
Note: SFL = Standardized Factor Loading (λ), CR = Composite Reliability, and AVE = Average Variance Extracted.
Results of Discriminant Validities and Correlations.
| Construct | 1. Working Stress | 2. Social Support | 3. Physical & Mental Health |
|---|---|---|---|
| 1. Working Stress |
| ||
| 2. Social Support | 0.25 *** |
| |
| 3. Physical & Mental Health | 0.34 *** | 0.38 *** |
|
1 The bold values of the diagonal indicate the square root of Average Variance Extracted (AVE); Correlations are the values off the diagonal; *** p < 0.001.
Goodness-of Fit Indices of Measurement and Structural Models.
| Model | x²/df | AGFI | NNFI | CFI | SRMR | RMSEA |
|---|---|---|---|---|---|---|
| Measurement model | 2.68 | 0.92 | 0.93 | 0.92 | 0.06 | 0.06 |
| Structural model | 2.73 | 0.91 | 0.92 | 0.91 | 0.07 | 0.07 |
| Recommended level | <3.00 | ≥0.90 | ≥0.90 | ≥0.90 | <0.08 | <0.07 |
Note: Recommended level: x2/df < 3; the Adjusted Goodness of Fit Index (AGFI) ≥ 0.90; the Non-Normed Fit Index (NNFI) ≥ 0.90; the Comparative Fit Index (CFI) ≥ 0.90; the Standardized Root Mean Residual (SRMR) < 0.080; and the Root Mean Square Error of Approximation (RMSEA) < 0.07.
Results of Tested Hypotheses H1–H2.
| Research Hypothesis | Hypothesized Path | Path Coefficient | t-Value | Results |
|---|---|---|---|---|
| H1 | Working stress → Social support | −0.23 | −2.01 * | Supported |
| H2 | Social support →Physical & Mental Health | 0.38 | 2.74 ** | Supported |
* p < 0.05; ** p < 0.01.
Summary of Hierarchical Regression Analyses for Moderating effects of Social Support and Gender.
| Predict Variable | Step 1 | Step 2 | Step 1 | Step 2 | Step 1 | Step 2 |
|---|---|---|---|---|---|---|
| Beta (β) | Beta (β) | Beta (β) | Beta (β) | Beta (β) | Beta (β) | |
| Working stress | −0.21 * | −0.57 *** | −0.25 * | −0.42 ** | ||
| Social support | 0.36 ** | 0.66 *** | 0.23 ** | 0.38 *** | ||
| Gender | 0.24 *** | 0.16 | 0.28 | 0.13 | ||
| Working stress * | −0.29 * | |||||
| Working stress * | 0.08 | |||||
| Social support * | 0.43 ** | |||||
| R2 | 0.08 | 0.39 | 0.12 | 0.41 | 0.43 | 0.44 |
| ΔR2 | 0.31 | 0.04 | 0.33 | 0.35* | 0.36 |
* p < 0.05; ** p < 0.01; *** p < 0.001; Dependent variable: Physical and mental health.
Figure 2Summary of Tested Hypotheses (H1–H5). (-) refers to the sign of the proposed hypotheses as negative. * p < 0.05; ** p < 0.01.