| Literature DB >> 33810322 |
Amira Mohammed Ali1,2, Amin Omar Hendawy3,4, Ohoud Ahmad5, Haleama Al Sabbah5, Linda Smail6, Hiroshi Kunugi1,7.
Abstract
University students experience high levels of stress due to university transition, academic commitments, and financial matters. Higher stress perceptions along with limited coping resources endanger mental health for a considerable number of students and may ruin their performance. The current study evaluated the psychometric properties of the Cohen Perceived Stress Scale (10 items), PSS-10, in a sample of 379 female Emeriti students. Exploratory factor analysis resulted in two factors with eigenvalues of 3.88 and 1.19, which explained 60.6% of the variance. Confirmatory factor analysis revealed good model fits of two correlated factors (Comparative Fit Index (CFI) = 0.962, Tucker-Lewis Index (TLI) = 0.950, standardized root-mean-square residual (SRMR) = 0.0479, and root mean-square error of approximation (RMSEA) = 0.067). Internal consistency of the PSS-10 and its positive and negative subscales was acceptable (coefficient α = 0.67, 0.79, and 0.86, respectively). Multigroup analysis revealed that the PSS-10 holds invariance across different groups of age, marital status, and financial status (average monthly expenditure). Convergent and concurrent validity tests signify the importance of considering scores of subscales of the PSS-10 along with its total score.Entities:
Keywords: Cohen Perceived Stress Scale; United Arab Emirates; confirmatory factor analysis; depression; exploratory factor analysis; life satisfaction; measurement invariance; psychometric; reliability; university students; validity
Year: 2021 PMID: 33810322 PMCID: PMC8066085 DOI: 10.3390/brainsci11040419
Source DB: PubMed Journal: Brain Sci ISSN: 2076-3425
Figure 1Planned methods for the psychometric evaluation of the Arabic version of the Cohen’s Perceived Stress Scale-10 (PSS-10).
Figure 2Scree plot of eigenvalues from exploratory factor analysis of the Arabic version of the Cohen’s Perceived Stress Scale-10 items.
Results of exploratory factor analysis of the Arabic version of the Cohen’s Perceived Stress Scale-10 items (extraction by maximum likelihood with Oblimin rotation and Kaiser normalization).
| Item Number | Factor 1 | Factor 2 | Item-Total Correlations | ||
|---|---|---|---|---|---|
| PSS-10 | Factor 1 | Factor 2 | |||
| 1 | 0.706 | 0.498 | 0.654 | ||
| 2 | 0.758 | 0.477 | 0.699 | ||
| 3 | 0.775 | 0.517 | 0.709 | ||
| 4 | 0.152 | 0.539 | |||
| 5 | 0.616 | 0.026 | 0.576 | ||
| 6 | 0.598 | 0.661 | 0.468 | 0.550 | |
| 7 | 0.165 | 0.593 | |||
| 8 | 0.702 | 0.096 | 0.665 | ||
| 9 | 0.700 | 0.799 | 0.527 | 0.637 | |
| 10 | 0.769 | 0.472 | 0.713 | ||
| Alpha coefficient | 0.67 | 0.86 | 0.79 | ||
| Range of alpha if-item-deleted | 0.62–0.71 | 0.83–0.86 | 0.70–0.74 | ||
PSS-10: Cohen’s Perceived Stress Scale-10. After oblique rotation, the correlation between the two factors was –0.282.
Goodness-of-fit indices for tested models tested in confirmatory factor analysis.
| Models | χ2 | df |
| CFI | TLI | RMSEA | RMSEA 90% CI | SRMR |
|---|---|---|---|---|---|---|---|---|
| Model 1 | 107.014 | 35 | 0.000 | 0.948 | 0.934 | 0.074 | 0.058 to 0.090 | 0.0991 |
| Model 2 | 86.43 | 34 | 0.000 | 0.962 | 0.950 | 0.067 | 0.047 to 0.081 | 0.0479 |
χ2: chi-square; df: degrees of freedom; CFI: comparative fit index; TLI: Tucker–Lewis index; RMSEA: root mean square error of approximation; CI: confidence interval; SRMR, standardized root mean residual.
Figure 3Correlated 2-factor structure of Cohen’s Perceived Stress Scale-10 (PSS-10).
Invariance of the 2-factor model of the Perceived Stress Scale-10 across different groups.
| Groups | Models | χ2 | df |
| Δχ2 | Δdf | CFI | ΔCFI | TLI | ΔTLI | RMSEA | ΔRMSEA | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 20 years or less | 80.476 | 34 | 0.000 | 0.941 | 0.929 | 0.077 | ||||||
| Above 20 years | 71.687 | 34 | 0.000 | 0.931 | 0.909 | 0.087 | |||||||
| Configural | 152.193 | 68 | 0.000 | 0.941 | 0.922 | 0.057 | |||||||
| Metric | 156.789 | 76 | 0.000 | 4.595 | 8 | 0.900 | 0.943 | −0.002 | 0.933 | −0.011 | 0.053 | 0.004 | |
| Strong | 164.754 | 79 | 0.000 | 7.966 | 3 | 0.047 | 0.940 | 0.003 | 0.933 | 0.001 | 0.054 | −0.001 | |
| Strict | 172.83 | 89 | 0.000 | 8.076 | 10 | 0.621 | 0.941 | −0.001 | 0.940 | −0.007 | 0.050 | 0.004 | |
| Marital status | Married | 48.644 | 34 | 0.000 | 0.914 | 0.886 | 0.106 | ||||||
| Single | 80.348 | 34 | 0.000 | 0.962 | 0.949 | 0.063 | |||||||
| Configural | 129.856 | 68 | 0.000 | 0.955 | 0.941 | 0.049 | |||||||
| Metric | 134.310 | 76 | 0.000 | 4.454 | 8 | 0.814 | 0.958 | −0.003 | 0.950 | −0.009 | 0.045 | 0.004 | |
| Strong | 135.486 | 79 | 0.000 | 1.176 | 3 | 0.759 | 0.959 | −0.001 | 0.953 | −0.003 | 0.044 | 0.001 | |
| Strict | 144.096 | 89 | 0.000 | 8.610 | 10 | 0.570 | 0.960 | −0.001 | 0.960 | −0.007 | 0.041 | 0.003 | |
| Monthly expenditure | 20,000 ED ✺ or less | 57.895 | 34 | 0.006 | 0.966 | 0.955 | 0.059 | ||||||
| More than 20,000 ED | 72.31 | 34 | 0.000 | 0.945 | 0.927 | 0.080 | |||||||
| Configural | 130.211 | 68 | 0.000 | 0.956 | 0.941 | 0.049 | |||||||
| Metric | 140.248 | 76 | 0.000 | 10.037 | 8 | 0.262 | 0.954 | 0.002 | 0.946 | −0.005 | 0.047 | 0.002 | |
| Strong | 144.666 | 79 | 0.000 | 4.419 | 3 | 0.220 | 0.953 | 0.001 | 0.947 | −0.001 | 0.047 | 0.000 | |
| Strict | 151.703 | 89 | 0.000 | 7.037 | 10 | 0.722 | 0.955 | −0.002 | 0.955 | −0.008 | 0.043 | 0.004 |
χ2: chi-square; df: degrees of freedom; CFI: comparative fit index; TLI: Tucker–Lewis index; RMSEA: root mean square error of approximation; ED: Emirati dirhams; ✺: the estimated equivalent in Euro and US dollar is 4564 and 5445, respectively.
Correlations between the Perceived Stress Scale-10 and its subscales with scores of depression and life satisfaction.
| Variables | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|
| 1. PSS-10 | -- | ||||
| 2. Factor 1 (distress) | 0.829 ** | -- | |||
| 3. Factor 2 (coping) | 0.371 ** | −0.211 ** | -- | ||
| 4. BDI-II | 0.444 ** | 0.688 ** | −0.372 ** | -- | |
| 5. Life satisfaction | −0.254 ** | −0.497 ** | 0.378 ** | −0.672 ** | -- |
| Mean (SD) | 21.5 (5.3) | 13.3 (5.1) | 8.2 (3.0) | 14.7 (9.1) | 7.1 (2.3) |
PSS-10: Cohen’s Perceived Stress Scale-10, BDI-II: Beck Depression Inventory-II, **: p < 0.001.