Mediation and Moderation Effect of Psychosocial Factors on the Relationship Between Health Literacy and Well-Being in Adolescents
Abstract
1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Instrument and Procedures
2.3. Ethical Approval and Data Collection Procedures
2.4. Statistical Analysis
3. Results
3.1. Mediational Analysis
3.2. Moderations by Demographics
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Variables | Measure |
|---|---|
| Gender | 1—Male; 2—Female |
| Socio-economic status (SES) | FAS Scale: Family Affluence Scale, with 6 items that reflected the family’s material resources, such as owning a car or individual computer. The FAS score [28,29] was calculated for each adolescent based on the responses to these 6 items, on a scale ranging from 0 to 13 points, with the highest values indicating better financial level. |
| Well-being (WHO-5) | Scale with 5 items with scores from 0 to 5. A minimum score of 0 and a maximum score of 25. Higher values reveal a worst perception of well-being. The scale reveals good psychometric qualities, with a Cronbach’s alpha of 0.85 [25]. |
| Stress | Scale with 4 items with scores from 0 to 5. A minimum score of 5 and a maximum score of 20. Higher values reveal greater stress. The scale reveals acceptable psychometric qualities, with a Cronbach’s alpha of 0.70 [25]. |
| Family support | Scale with 4 items, on a 7-point Likert scale, with 1 being very strongly disagree and 7 very strongly agree. Higher values reveal greater family support. The scale has great psychometric qualities, with a Cronbach’s alpha of 0.95 [25]. |
| Relationship with teachers | Scale with three items in five-point Likert scale, with 1 being totally agree and 5 being totally disagree. Higher values reveal a worse relationship with teachers. The scale has good psychometric qualities, with a Cronbach’s alpha of 0.84 [25]. |
| Relationship with peers | Scale with three items, in five-point Likert scale, with 1 being totally agree and 5 being totally disagree. Higher values reveal a worse relationship with peers. The scale has good psychometric qualities, with a Cronbach’s alpha of 0.79 [25]. |
| Health literacy | Scale with 10 items with scores from 0 to 5. A minimum score of 5 and a maximum score of 50. Higher values reveal a better perception of health literacy. The scale has good psychometric qualities, with a Cronbach’s alpha of 0.89 [25]. |
| Variables | Min | Max | M ± SD |
|---|---|---|---|
| Stress | 4.00 | 20.00 | 11.04 (3.06) |
| Family Support | 4.00 | 28.00 | 22.67 (6.63) |
| Peer Support | 4.00 | 28.00 | 21.83 (6.37) |
| Difficulty in relationships with teachers | 3.00 | 15.00 | 6.74 (2.54) |
| Lack of Well-being | 5.00 | 30.00 | 15.07 (5.47) |
| Health Literacy | 10.00 | 40.00 | 31.47 (5.08) |
| Socio-economic Status | 7.00 | 19.00 | 13.87 (2.19) |
| Descriptive Statistics | Significance Tests and Effect Size | ||||
|---|---|---|---|---|---|
| SD | SD | ||||
| Boys | Girls | ||||
| Stress | 10.17 | 2.85 | 11.69 | 3.02 | t (7288.980) = −22.108, p < 0.001, d = 2.94 |
| Family Support | 23.68 | 6.03 | 22.08 | 6.83 | t (7346.248) = 10.675, p < 0.001, d = 6.47 |
| Peer Support | 21.69 | 6.33 | 22.16 | 6.26 | t (7353) = −3.197, p < 0.001, d = 6.29 |
| Difficulty in relationships with teachers | 6.36 | 2.51 | 6.98 | 2.46 | t (7353) = −10.642, p < 0.001, d = 2.48 |
| Lack of Well-being | 13.28 | 4.97 | 16.42 | 5.39 | t (7313.600) = −25.977, p < 0.001, d = 5.20 |
| Health Literacy | 31.55 | 5.25 | 31.54 | 4.80 | t (6940.002) = 0.106, p = 0.916, d = 5.01 |
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | |
|---|---|---|---|---|---|---|---|---|
| 1-Age | −0.135 *** | 0.116 *** | −0.162 *** | 0.004 | 0.177 *** | 0.247 *** | −0.047 *** | |
| 2-FAS | −0.114 *** | 0.126 *** | 0.065 *** | −0.032 * | −0.114 *** | 0.113 *** | ||
| 3-Stress | −0.407 *** | −0.242 *** | 0.325 *** | 0.582 *** | −0.307 *** | |||
| 4-Family Support | 0.373 *** | −0.320 *** | −0.424 *** | 0.303 *** | ||||
| 5-Peer Support | −0.243 *** | −0.273 *** | 0.269 *** | |||||
| 6-Difficult relationships with teachers | 0.406 *** | −0.238 *** | ||||||
| 7-Lack of Well-being | −0.305 *** | |||||||
| 8-Health Literacy |
| β | t | p | LLCI | ULCI | |
|---|---|---|---|---|---|
| Gender moderation on | |||||
| L- > WB | −0.06 | −2.58 | 0.010 | −0.10 | −0.01 |
| L- > F | 0.09 | 3.99 | <0.001 | 0.04 | 0.13 |
| L- > P | −0.02 | −0.92 | 0.359 | −0.06 | 0.02 |
| L- > T | −0.04 | −1.62 | 0.104 | −0.08 | 0.01 |
| L- > S | −0.06 | −2.69 | 0.007 | −0.10 | −0.02 |
| F- > WB | −0.12 | −5.43 | <0.001 | −0.16 | −0.07 |
| P- > WB | −0.07 | −3.26 | 0.001 | −0.11 | −0.03 |
| T- > WB | 0.11 | 5.09 | <0.001 | 0.06 | 0.15 |
| S- > WB | 0.15 | 7.55 | <0.001 | 0.11 | 0.19 |
| Age moderation on | |||||
| L- > WB | 0.03 | 5.95 | <0.001 | 0.02 | 0.03 |
| L- > F | 0.01 | 1.06 | 0.288 | −0.01 | 0.01 |
| L- > P | −0.02 | −3.51 | <0.001 | −0.03 | −0.01 |
| L- > T | 0.02 | 4.00 | <0.001 | 0.01 | 0.03 |
| L- > S | 0.02 | 3.80 | <0.001 | 0.01 | 0.03 |
| F- > WB | 0.01 | 0.94 | 0.348 | −0.01 | 0.01 |
| P- > WB | 0.01 | 0.97 | 0.331 | −0.01 | 0.01 |
| T- > WB | −0.01 | −3.26 | 0.001 | −0.02 | −0.01 |
| S- > WB | 0.01 | 3.60 | <0.001 | 0.01 | 0.02 |
| SES moderation on | |||||
| L- > WB | 0.01 | 0.50 | 0.618 | −0.04 | 0.06 |
| L- > F | −0.03 | −1.30 | 0.194 | −0.08 | 0.02 |
| L- > P | −0.04 | −1.57 | 0.115 | −0.09 | 0.01 |
| L- > T | 0.02 | 0.86 | 0.392 | −0.03 | 0.07 |
| L- > S | −0.02 | −0.78 | 0.433 | −0.07 | 0.03 |
| F- > WB | −0.01 | −0.41 | 0.685 | −0.05 | 0.04 |
| P- > WB | −0.03 | −1.19 | 0.233 | −0.08 | 0.02 |
| T- > WB | −0.02 | −1.03 | 0.305 | −0.07 | 0.02 |
| S- > WB | −0.04 | −1.73 | 0.084 | −0.08 | 0.01 |
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Gaspar, T.; Carvalho, M.; Arriaga, M.; Sousa, B.; Gaspar-Matos, M. Mediation and Moderation Effect of Psychosocial Factors on the Relationship Between Health Literacy and Well-Being in Adolescents. Pediatr. Rep. 2026, 18, 29. https://doi.org/10.3390/pediatric18010029
Gaspar T, Carvalho M, Arriaga M, Sousa B, Gaspar-Matos M. Mediation and Moderation Effect of Psychosocial Factors on the Relationship Between Health Literacy and Well-Being in Adolescents. Pediatric Reports. 2026; 18(1):29. https://doi.org/10.3390/pediatric18010029
Chicago/Turabian StyleGaspar, Tania, Marina Carvalho, Miguel Arriaga, Barbara Sousa, and Margarida Gaspar-Matos. 2026. "Mediation and Moderation Effect of Psychosocial Factors on the Relationship Between Health Literacy and Well-Being in Adolescents" Pediatric Reports 18, no. 1: 29. https://doi.org/10.3390/pediatric18010029
APA StyleGaspar, T., Carvalho, M., Arriaga, M., Sousa, B., & Gaspar-Matos, M. (2026). Mediation and Moderation Effect of Psychosocial Factors on the Relationship Between Health Literacy and Well-Being in Adolescents. Pediatric Reports, 18(1), 29. https://doi.org/10.3390/pediatric18010029

