Submitted:
29 February 2024
Posted:
29 February 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
1.1. Mental Health of International Students
1.2. Risk and protective factors
1.2.1. Socio-demographic characteristics
1.2.2. Physical health
1.2.3. Economic difficulties
1.2.4. Social support
1.3. Gaps in the literature
1.4. Study Aims
2. Method
2.1. Population and Sample
2.1.1. Data Collection Procedures
2.1.2. Samples Characteristics
2.2. Measurements
2.2.1. Socio-Demographic Characteristics
2.2.2. Health Status
2.2.3. COVID-19 related concerns
2.2.4. Economic Challenges
2.2.5. Academic Experiences
2.2.6. Social Support
2.2.7. Perceived Coping
2.2.8. Depression
2.2.9. Need for Help
2.2.10. Help Seeking from the university
2.3. Data analysis
3. Results
3.1. Bi-variate associations between risk and protective factors and depression, need for help, and help seeking
3.2. Multivariate analyses:
3.2.1. Depression
3.2.2. Perceived need for help
4. Discussion
5. Limitations
6. Implications
Informed Consent
Data availability
Conflicts of Interest
References
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| Depression | Need Help | Seeking Help from the university | ||||
| Correlation | 95% CI | |||||
| Variable | M (SD) (%) | Odds Ratio | LL | UL | ||
| Depression | 7.11 (6.53) | - | .37*** | 1.02 | 0.99 | 1.05 |
| Perceived need for help | 0.65 (0.52) | .37*** | - | 3.38*** | 2.29 | 4.99 |
| Gender (male) | 52.6% | .12** | 0.06 | 1.07 | 0.72 | 1.59 |
| Age | 29.12 (6.58) | -.19** | -.17** | 1.02 | 0.99 | 1.05 |
| Has a partner (yes) | 34.9% | 0.07 | .13** | 0.95 | 0.63 | 1.44 |
| Has a child (yes) | 11.4% | .11* | 0.06 | 0.46*** | 0.27 | 0.79 |
| Stayed in Israel throughout the pandemic (yes) | 61.0% | -0.01 | -0.00 | 1.00 | 0.69 | 1.50 |
| Knowledge of Hebrew | 1.69 (0.87) | 0.08 | 0.03 | 0.82 | 0.64 | 1.05 |
| Health status | 2.21 (0.96) | .33** | .17** | 1.03 | 0.84 | 1.27 |
| At risk for Corona (Yes) | 10.0% | .18** | 0.02 | 0.86 | 0.43 | 1.72 |
| A family member in Israel at risk for Corona (Yes) | 20.9% | .11* | .12** | 0.75 | 0.44 | 1.26 |
| A family member abroad at risk for Corona (yes) | 54.9% | .22** | .02 | 0.94 | 0.63 | 1.41 |
| Exposure to Covid | 0.73 (0.87) | .17** | .16** | 1.22 | 0.98 | 1.52 |
| Concerns about the pandemic | 3.21 (0.79) | .17** | .14** | 1.31* | 1.01 | 1.70 |
| Corona-related personal concerns | 2.97 (0.86) | .30** | .27** | 1.27* | 1.01 | 1.61 |
| Economic down-turn | 2.83 (0.84) | .45** | .34** | 0.89 | 0.70 | 1.14 |
| Economic future prospect | 2.89 (0.77) | -.11* | -.26** | 0.87 | 0.66 | 1.14 |
| Food insecurity (yes) | 9.5% | -.15** | -.18** | 0.72 | 0.35 | 1.47 |
| Program Level | 2.57 (1.01) | -.12* | -.39** | 1.04 | 0.85 | 1.27 |
| B.A | 14.2% | .12** | .11* | 0.53 | 0.27 | 1.04 |
| M.A | 31.7% | -.11* | 0.09 | 1.38 | 0.91 | 2.08 |
| PhD | 25.3% | .09* | .11* | 1.29 | 0.83 | 2.00 |
| Postdoc | 22.1% | -0.06 | -.32** | 0.83 | 0.50 | 1.35 |
| Positive academic experiences | 3.42 (0.89) | -.26** | -.17** | 0.98 | 0.73 | 1.31 |
| Missing face-to-face interactions | 3.34 (1.31) | .21** | .25** | 1.09 | 0.89 | 1.33 |
| Having been discriminated against | 1.64 (1.18) | .14* | .18** | 1.14 | 0.93 | 1.40 |
| University flexibility and teaching | 3.58 (1.00) | -.31** | -.16** | 0.85 | 0.66 | 1.10 |
| Support the uni. handling | 7.15 (2.31) | -.27** | -.13** | 1.04 | 0.95 | 1.14 |
| Changes in academic plans | 1.49 (0.71) | .19** | 0.09 | 0.86 | 0.63 | 1.17 |
| Social support | 3.54 (0.86) | -.29** | -.24** | 0.84 | 0.66 | 1.07 |
| Coping | 7.06 (2.08) | -.62** | -.34** | 0.94 | 0.85 | 1.04 |
| Change in Coping | 3.27 (1.09) | -.29** | -0.08 | 0.89 | 0.74 | 1.07 |
| 95% CI for B | ||||||||||
| Variable | B | LL | UL | SE B | β | R2 | ΔR2 | |||
| Constant | 16.00 | 5.88 | 26.12 | 5.14*** | ||||||
| Step 1 | 4.6 | 4.64 | ||||||||
| Gender (male) | 0.53 | -0.70 | 1.76 | 0.62 | 0.04 | |||||
| Age | -0.10 | -0.23 | 0.02 | 0.06 | -0.10 | |||||
| Has a partner (yes) | 0.31 | -1.20 | 1.83 | 0.77 | 0.02 | |||||
| Has a child (yes) | 0.35 | -2.02 | 2.73 | 1.21 | 0.02 | |||||
| Step 2 | 6.4 | 1.75 | ||||||||
| Covid-related exposure | 0.05 | -0.69 | 0.79 | 0.38 | 0.01 | |||||
| Step 3 | 20.8 | 14.38 | ||||||||
| Health status | 0.82 | 0.12 | 1.53 | 0.36 | 0.12* | |||||
| At risk for Corona (Yes) | 0.41 | -1.75 | 2.57 | 1.09 | 0.02 | |||||
| A family member in Israel at risk for Corona (yes) | -0.24 | -1.87 | 1.39 | 0.83 | -0.02 | |||||
| A family member abroad at risk for Corona (yes) | 0.79 | -0.55 | 2.13 | 0.68 | 0.06 | |||||
| Step 4 | 28.3 | 7.52 | ||||||||
| Pandemic concerns | -0.08 | -1.23 | 1.07 | 0.58 | -0.01 | |||||
| Corona-related personal concerns | 1.15 | 0.05 | 2.24 | 0.56 | 0.15* | |||||
| Step 5 | 30.1 | 1.79 | ||||||||
| Economic down-turn | 0.21 | -0.61 | 1.03 | 0.42 | 0.03 | |||||
| Economic future prospect | -0.07 | -0.96 | 0.82 | 0.45 | -0.01 | |||||
| Food insecurity (yes) | -1.33 | -3.53 | 0.88 | 1.12 | -0.06 | |||||
| Step 6 | 38.7 | 8.58 | ||||||||
| M.A | 0.46 | -1.36 | 2.28 | 0.92 | 0.03 | |||||
| PhD | 0.76 | -1.28 | 2.80 | 1.03 | 0.05 | |||||
| Postdoc | 0.38 | -1.83 | 2.59 | 1.12 | 0.02 | |||||
| Positive academic experiences | -0.64 | -1.44 | 0.17 | 0.41 | -0.09 | |||||
| Missing face-to-face | 0.37 | -0.13 | 0.88 | 0.25 | 0.08 | |||||
| Ben discriminated | 0.49 | -0.08 | 1.05 | 0.29 | 0.09 | |||||
| University flexibility and teaching | -0.55 | -1.38 | 0.29 | 0.43 | -0.08 | |||||
| Support uni. handling | 0.05 | -0.30 | 0.40 | 0.18 | 0.02 | |||||
| Changes in academic plans | 0.01 | -0.94 | 0.97 | 0.48 | 0.00 | |||||
| Step 7 | 39.9 | 1.28 | ||||||||
| Support | -0.56 | -1.39 | 0.27 | 0.42 | -0.07 | 47.9 | 7.92 | |||
| Step 8 | ||||||||||
| Coping | -1.07 | -1.45 | -0.69 | 0.19 | -0.34*** | |||||
| Change in Coping | -0.38 | -1.02 | 0.26 | 0.33 | -0.06 | |||||
| B | 95% CI for B | SE B | β | R2 | ΔR2 | ||
| Variable | LL | UL | |||||
| Constant | 1.53*** | 0.78 | 2.28 | 0.38 | |||
| Step 1 | 3.4 | 3.4 | |||||
| Age | 0.00 | -0.01 | 0.01 | 0.00 | -0.05 | ||
| Has a partner (yes) | 0.04 | -0.09 | 0.17 | 0.06 | 0.04 | ||
| Step 2 | 5.0 | 1.5 | |||||
| Covid-related exposure | 0.02 | -0.05 | 0.08 | 0.03 | 0.02 | ||
| Step 3 | 7.7 | 2.8 | |||||
| Health status | 0.02 | -0.04 | 0.09 | 0.03 | 0.04 | ||
| At risk for Corona (Yes) | -0.12 | -0.31 | 0.07 | 0.10 | -0.07 | ||
| Step 4 | 17.1 | 9.3 | |||||
| Pandemic concerns | 0.02 | -0.08 | 0.13 | 0.05 | 0.03 | ||
| Corona-related personal concerns | 0.13 | 0.03 | 0.22 | 0.05 | 0.20* | ||
| Step 5 | 28.4 | 11.4 | |||||
| Economic down-turn | -0.06 | -0.14 | 0.01 | 0.04 | -0.10 | ||
| Economic future prospect | -0.01 | -0.09 | 0.07 | 0.04 | -0.01 | ||
| Food insecurity (yes) | -0.38*** | -0.57 | -0.18 | 0.10 | -0.20*** | ||
| Step 6 | 36.8 | 8.4 | |||||
| Postdoc | -0.35*** | -0.49 | -0.20 | 0.07 | -0.26*** | ||
| Positive academic experiences | -0.03 | -0.10 | 0.04 | 0.04 | -0.05 | ||
| Missing face-to-face | 0.04 | 0.00 | 0.09 | 0.02 | 0.11* | ||
| Been discriminated | 0.05 | 0.00 | 0.09 | 0.03 | 0.10 | ||
| University flexibility and teaching | 0.00 | -0.07 | 0.07 | 0.04 | 0.00 | ||
| Support uni. handling | 0.00 | -0.03 | 0.03 | 0.02 | 0.01 | ||
| Changes in academic plans | -0.35*** | -0.49 | -0.20 | 0.07 | -0.26*** | ||
| Step 7 | 37.3 | 0.5 | |||||
| Support | -0.04 | -0.11 | 0.03 | 0.04 | -0.06 | ||
| Step 8 | |||||||
| Coping | -0.03* | -0.07 | 0.00 | 0.02 | -0.13* | 38.4 | 1.0 |
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