| Literature DB >> 29568773 |
Muhammad Umair Javaid1, Ahmad Shahrul Nizam Isha1, Asrar Ahmed Sabir1, Zulkipli Ghazali1, Matthias Nübling2.
Abstract
Psychosocial risks are considered as a burning issue in the Asia-Pacific region. The aim of this study was to investigate the impact of psychosocial work environment factors on health of petrochemical industry workers of Malaysia. In lieu to job demands-resources theory, significant positive associations were found between quantitative demands, work-family conflict, and job insecurity with stress, while a significant negative association of role clarity as a resource factor with stress was detected. We also found that quantitative demands were significantly associated with the mean arterial pressure (MAP). Multistage sampling procedure was used to collect study sample. Structural Equation Modeling was used to identify relationship between the endogenous and exogenous variables. Finally, the empirically tested psychosocial work environment model will further help in providing a better risk assessment in different industries and enterprises.Entities:
Mesh:
Year: 2018 PMID: 29568773 PMCID: PMC5820643 DOI: 10.1155/2018/9563714
Source DB: PubMed Journal: Biomed Res Int Impact factor: 3.411
Figure 1Three-stage stress syndrome or GAS [24].
Figure 2Multistage sampling for petrochemical industries of Malaysia.
Figure 3The measurement model with model fit results.
Construct and discriminant validity.
| Measurement model | CR | AVE | WFC | RC | WP | JI | STR | QD | ED |
|---|---|---|---|---|---|---|---|---|---|
| Work-family conflict | 0.87 | 0.70 |
| ||||||
| Role clarity | 0.85 | 0.65 | −0.16 |
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| Work pace | 0.87 | 0.69 | 0.25 | −0.01 |
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| Job insecurity | 0.78 | 0.54 | 0.27 | −0.11 | 0.06 |
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| Stress | 0.86 | 0.67 | 0.52 | −0.25 | 0.24 | 0.27 |
| ||
| Quantitative demands | 0.78 | 0.54 | 0.62 | −0.22 | 0.51 | 0.16 | 0.51 |
| |
| Emotional demands | 0.79 | 0.56 | 0.53 | −0.18 | 0.41 | 0.12 | 0.43 | 0.60 |
|
Note. WFC = Work-family conflict; RC = role clarity; WP = work pace; JI = job insecurity; STR = stress; QD = quantitative demands; ED = emotional demands; CR = composite reliability; AVE = average variance extracted; bold values = square root of AVE's (values are greater than interconstruct correlations).
Figure 4The structural model with model fit results.
Structural model estimates.
| H | IV | Path | DV |
| SE |
|
| Results | Remarks |
|---|---|---|---|---|---|---|---|---|---|
| H1a | QD | → | Stress | 0.217 | 0.094 | 2.307 | 0.021 | Significant | Supported |
| H2a | ED | → | Stress | 0.096 | 0.073 | 1.318 | 0.187 | Insignificant | Not supported |
| H3a | WP | → | Stress | −0.002 | 0.06 | −0.028 | 0.978 | Insignificant | Not supported |
| H4a | WFC | → | Stress | 0.201 | 0.071 | 2.848 | 0.004 | Significant | Supported |
| H5a | RC | → | Stress | −0.102 | 0.05 | −2.04 | 0.041 | Significant | Supported |
| H6a | JI | → | Stress | 0.095 | 0.044 | 2.142 | 0.032 | Significant | Supported |
| H1b | QD | → | MAP | 3.714 | 1.788 | 2.078 | 0.038 | Significant | Supported |
| H2b | ED | → | MAP | −1.801 | 1.392 | −1.294 | 0.196 | Insignificant | Not supported |
| H3b | WP | → | MAP | −1.207 | 1.132 | −1.066 | 0.286 | Insignificant | Not supported |
| H4b | WFC | → | MAP | −1.262 | 1.335 | −0.946 | 0.344 | Insignificant | Not supported |
| H5b | RC | → | MAP | −0.662 | 0.943 | −0.702 | 0.483 | Insignificant | Not supported |
| H6b | JI | → | MAP | 0.042 | 0.835 | 0.05 | 0.96 | Insignificant | Not supported |
Note. WFC = Work-family conflict; RC = role clarity; WP = work pace; JI = job insecurity; ST = stress; QD = quantitative demands; ED = emotional demands; H = hypotheses; IV = independent variable; DV = dependent variable.