The Role of Ethnic Origin on Psychosocial Health in Portugal: An Examination of Risk and Protective Factors
Abstract
1. Introduction
2. Materials and Methods
2.1. Participants and Procedures
2.2. Instruments
2.3. Data Analysis
2.4. Ethical Considerations
3. Results
3.1. Comparison Between Majority and Minority Ethnic Groups
3.2. Correlations Between Psychological Distress, Social Discrimination, Perceived Social Support, and Resilience
3.3. Predictive Effect of Independent Variables on Psychological Distress
4. Discussion
4.1. Limitations of the Study and Future Directions
4.2. Practical Implications for Clinicians and Policymakers
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Ethnic Majority (n = 609, 80.56%) | Ethnic Minority (n = 147, 19.44%) | Total Sample (n = 756, 100%) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| N | % | N | % | N | % | χ2 | p | Cramer’s V | ||
| Gender | Men | 183 | 30 | 93 | 63.3 | 276 | 36.5 | 56,690 | <0.001 | 0.274 |
| Women | 422 | 66.3 | 54 | 36.7 | 476 | 63 | ||||
| Sexual orientation | Straight | 540 | 88.8 | 127 | 86.4 | 667 | 88.2 | 0.590 | 0.442 | 0.028 |
| LGBTQIA+ | 69 | 11.3 | 20 | 13.6 | 89 | 11.8 | ||||
| Marital Status | Single/Not dating | 139 | 22.8 | 32 | 21.8 | 171 | 22.6 | 10.95 | 0.027 | 0.120 |
| Single/Dating | 140 | 23 | 34 | 23.1 | 174 | 23 | ||||
| Married/Cohabitation | 271 | 44.5 | 75 | 51 | 346 | 45.8 | ||||
| Divorced/Separated | 51 | 8.4 | 2 | 1.4 | 53 | 7 | ||||
| Widow | 8 | 1.3 | 4 | 2.7 | 12 | 1.6 | ||||
| Children | No | 312 | 51.2 | 68 | 46.3 | 380 | 50.3 | 1171 | 0.279 | 0.039 |
| Yes | 297 | 48.8 | 79 | 53.7 | 376 | 49.7 | ||||
| Number of children | 1 | 125 | 41.8 | 5 | 6.4 | 130 | 34.6 | 78.64 | 0.001 | 0.459 |
| 2 | 130 | 43.5 | 30 | 38.5 | 160 | 42.6 | ||||
| 3 | 27 | 9 | 27 | 34.6 | 54 | 14.4 | ||||
| 4 | 8 | 2.7 | 12 | 15.4 | 20 | 5.3 | ||||
| 5 or more | 8 | 2.7 | 4 | 5.1 | 12 | 3.2 | ||||
| Education | Up to 4 years | 3 | 0.5 | 8 | 5.4 | 11 | 1.5 | 187.66 | 0.001 | 0.498 |
| Up to 6 years | 9 | 1.5 | 20 | 13.6 | 29 | 3.8 | ||||
| Up to 9 years | 25 | 4.1 | 42 | 28.6 | 67 | 8.9 | ||||
| Up to 12 years | 135 | 22.2 | 40 | 27.2 | 175 | 23.1 | ||||
| Degree | 235 | 38.6 | 20 | 13.6 | 255 | 33.7 | ||||
| Master’s Degree | 201 | 33 | 17 | 11.6 | 218 | 28.8 | ||||
| Other | 1 | 0.2 | 1 | 0.1 | ||||||
| Household | 1 | 84 | 13.8 | 9 | 6.1 | 93 | 12.3 | 203.34 | 0.001 | 0.519 |
| 2 | 176 | 28.9 | 20 | 13.6 | 196 | 25.9 | ||||
| 3 | 176 | 28.9 | 10 | 6.8 | 186 | 24.6 | ||||
| 4 | 138 | 22.7 | 35 | 23.8 | 173 | 22.9 | ||||
| 5 | 27 | 4.4 | 45 | 30.6 | 72 | 9.5 | ||||
| More than 5 people | 8 | 1.3 | 28 | 19 | 36 | 4.8 | ||||
| Professional situation | Unemployed | 74 | 12.2 | 66 | 44.9 | 140 | 18.5 | 118.28 | 0.001 | 0.396 |
| Employed | 330 | 54.2 | 25 | 17 | 355 | 47 | ||||
| Self-employed worker | 48 | 7.9 | 3 | 2 | 51 | 6.7 | ||||
| Worker/student | 28 | 4.6 | 11 | 7.5 | 39 | 5.2 | ||||
| Student | 106 | 17.4 | 30 | 20.4 | 136 | 18 | ||||
| Retired | 18 | 3 | 11 | 7.5 | 29 | 3.8 | ||||
| Other | 5 | 0.8 | 1 | 0.7 | 6 | 0.8 | ||||
| Income | Up to 522.50 euros | 46 | 7.6 | 38 | 25.9 | 84 | 11.1 | 175.19 | 0.001 | 0.481 |
| From 522.50 to 1045 euros | 74 | 12.2 | 66 | 44.9 | 140 | 18.5 | ||||
| From 1045 to 1567.5 euros | 101 | 16.6 | 31 | 21.1 | 132 | 17.5 | ||||
| From 1567.5 to 2090 euros | 115 | 18.9 | 3 | 2 | 118 | 15.6 | ||||
| From 2090 to 2612.5 euros | 98 | 16.1 | 2 | 1.4 | 100 | 13.2 | ||||
| From 2612.5 to 3135 euros | 61 | 10 | 4 | 2.7 | 65 | 8.6 | ||||
| From 3135 to 3657.5 euros | 37 | 6.1 | 1 | 0.7 | 38 | 5 | ||||
| More than 3657.5 euros | 77 | 12.6 | 2 | 1.4 | 79 | 10.4 | ||||
| Variables | Ethnicity | Mean | SD | p | Cohen’s d |
|---|---|---|---|---|---|
| Psychological distress | Majority | 0.82 | 0.69 | <0.001 | 0.997 |
| Minority | 1.57 | 0.80 | |||
| Social discrimination | Majority | 0.81 | 0.81 | <0.001 | 1.798 |
| Minority | 2.62 | 1.17 | |||
| Perceived social support | Majority | 5.58 | 1.17 | <0.001 | 0.447 |
| Minority | 6.09 | 1.09 | |||
| Resilience | Majority | 2.64 | 0.73 | <0.001 | 0.84 |
| Minority | 3.17 | 0.52 |
| Model 1 | Model 2 | Model 3 | |||||||
|---|---|---|---|---|---|---|---|---|---|
|
Psychological Distress | B | SEB | β | B | SEB | β | B | SEB | β |
| Gender | 0.041 | 0.935 | 0.001 | −1.504 | 0.766 | −0.054 * | −1698 | 0.767 | −0.061 * |
| Sexual orientation | 6178 | 1474 | 0.144 ** | 2628 | 1203 | 0.061 * | 2651 | 1198 | 0.062 * |
| Age | −0.203 | 0.036 | −0.202 ** | −0.091 | 0.030 | −0.090 ** | −0.087 | 0.030 | −0.086 |
| Education | −2.205 | 0.472 | −0.187 ** | −0.342 | 0.398 | −0.029 | −0.257 | 0.398 | −0.022 |
| Household | 0.672 | 0.377 | 0.065 | −0.037 | 0.312 | −0.004 | −0.135 | 0.313 | −0.013 |
| Per capita income | −4906 | 1146 | −0.175 ** | −1010 | 0.946 | −0.036 | −0.605 | 0.955 | −0.022 |
| Social discrimination | 7.253 | 0.397 | 0.601 ** | 6717 | 0.446 | 0.556 ** | |||
| Perceived social support | −0.705 | 0.347 | −0.060 ** | −0.811 | 0.348 | −0.069 * | |||
| Resilience | −3898 | 0.565 | −0.204 ** | −4295 | 0.583 | −0.224 ** | |||
| Ethnicity | 3412 | 1312 | 0.098 ** | ||||||
| R2 | 0.218 | 0.497 | 0.502 | ||||||
| Z | 34.73 | 81.99 | 75.04 | ||||||
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Ledo, J.; Cruz, M.; Pereira, H.; do Nascimento Teixeira, I.; Welter Wendt, G.; Alckmin-Carvalho, F.; Oliveira, C. The Role of Ethnic Origin on Psychosocial Health in Portugal: An Examination of Risk and Protective Factors. Healthcare 2025, 13, 3071. https://doi.org/10.3390/healthcare13233071
Ledo J, Cruz M, Pereira H, do Nascimento Teixeira I, Welter Wendt G, Alckmin-Carvalho F, Oliveira C. The Role of Ethnic Origin on Psychosocial Health in Portugal: An Examination of Risk and Protective Factors. Healthcare. 2025; 13(23):3071. https://doi.org/10.3390/healthcare13233071
Chicago/Turabian StyleLedo, Jóni, Madalena Cruz, Henrique Pereira, Iara do Nascimento Teixeira, Guilherme Welter Wendt, Felipe Alckmin-Carvalho, and Catarina Oliveira. 2025. "The Role of Ethnic Origin on Psychosocial Health in Portugal: An Examination of Risk and Protective Factors" Healthcare 13, no. 23: 3071. https://doi.org/10.3390/healthcare13233071
APA StyleLedo, J., Cruz, M., Pereira, H., do Nascimento Teixeira, I., Welter Wendt, G., Alckmin-Carvalho, F., & Oliveira, C. (2025). The Role of Ethnic Origin on Psychosocial Health in Portugal: An Examination of Risk and Protective Factors. Healthcare, 13(23), 3071. https://doi.org/10.3390/healthcare13233071

