A Comparative Study on Adolescents’ Health Literacy in Europe: Findings from the HBSC Study
Abstract
:1. Introduction
- Are there differences in adolescents’ health literacy in 10 European countries? (RQ1)
- Are (a) gender and (b) family affluence associated with health literacy in the 10 participating countries? (RQ2)
- Does health literacy explain self-rated health in the 10 participating countries? (RQ3)
- Does health literacy mediate the association between gender and self-rated health, or between family affluence and self-rated health, in the 10 participating countries? (RQ4)
2. Materials and Methods
2.1. Sample and Procedure
2.2. Measures
2.3. Statistical Analysis
3. Results
3.1. Differences in HL Level (RQ1)
3.2. Associations of Gender and Family Affluence with HL, and of HL with Self-Rated Health (RQ2–3)
3.3. HL as a Mediator between Gender, Family Affluence, and Self-Rated Health (RQ4)
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Conflicts of Interest
References
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Country | N | Mean | SD | Skewness | Kurtosis |
---|---|---|---|---|---|
Austria | 1190 | 29.88 5,6,8,9,10 | 5.32 | −0.53 | 1.52 |
Belgium (Flemish) | 1374 | 30.33 6,8 | 4.73 | −0.58 | 1.24 |
Czechia | 3154 | 30.06 6,8,9,10 | 5.72 | −0.51 | 0.90 |
England | 710 | 30.57 6,8 | 5.57 | −0.57 | 0.99 |
Estonia | 1506 | 30.54 1,6,8 | 4.98 | −0.55 | 1.04 |
Finland | 993 | 32.81 1,2,3,4,5,7,9,10 | 6.33 | −1.15 | 2.13 |
Germany | 1429 | 29.99 6,8,9,10 | 5.00 | −0.60 | 1.09 |
Macedonia | 1357 | 33.93 1,2,3,4,5,7,9,10 | 4.78 | −1.16 | 2.29 |
Poland | 1728 | 30.84 3,6,7,8 | 4.51 | −0.39 | 1.57 |
Slovakia | 1149 | 30.68 3,6,7,8 | 5.11 | −0.56 | 1.06 |
Total | 14,590 | 30.78 | 5.34 | −0.60 | 1.18 |
r(HL, FAS) | r(HL, SRH) | r(SRH, FAS) | |
---|---|---|---|
Austria | 0.21 *** | 0.18 *** | 0.11 *** |
Belgium (Flemish) | 0.12 ** | 0.25 *** | 0.20 ** |
Czechia | 0.11 *** | 0.27 *** | 0.13 *** |
England | 0.17 *** | 0.23 *** | 0.17 *** |
Estonia | 0.12 *** | 0.23 *** | 0.16 *** |
Finland | 0.15 *** | 0.24 *** | 0.10 ** |
Germany | 0.11 *** | 0.12 *** | 0.13 *** |
Macedonia | 0.11 *** | 0.22 *** | 0.07 * |
Poland | 0.12 *** | 0.16 *** | 0.03 |
Slovakia | 0.15 *** | 0.23 *** | 0.05 |
Total | 0.09 *** | 0.24 *** | 0.08 *** |
Standardized Betas of Direct Effect | Standardized Betas of Indirect Effects | ||||||||
---|---|---|---|---|---|---|---|---|---|
Model 3 | Model 4 | Model 5 | Model 5 | ||||||
Gender→SRH | FAS→SRH | Gender→HL | FAS→HL | HL→SRH | Gender→SRH | FAS→SRH | Gender→HL→SRH | FAS→HL→SRH | |
Austria | −0.15 *** | 0.06 | −0.04 | 0.16 *** | 0.17 *** | −0.14 *** | 0.04 | −0.01 | 0.03 *** |
Belgium (Flemish) | −0.18 *** | 0.14 *** | −0.04 | 0.10 *** | 0.23 *** | −0.18 *** | 0.13 *** | −0.01 | 0.02 *** |
Czechia | −0.12 *** | 0.08 *** | 0.00 | 0.09 *** | 0.26 *** | −0.13 *** | 0.07 *** | 0.00 | 0.02 *** |
England | −0.09 * | 0.17 *** | 0.03 | 0.16 *** | 0.22 *** | −0.11 ** | 0.14 *** | 0.01 | 0.04 *** |
Estonia | −0.13 *** | 0.12 *** | 0.10 ** | 0.12 *** | 0.25 *** | −0.18 *** | 0.10 *** | 0.02 ** | 0.03 *** |
Finland | −0.14 *** | 0.10 ** | 0.06 | 0.13 *** | 0.25 *** | −0.14 *** | 0.06 * | 0.02 * | 0.03 ** |
Germany | −0.13 *** | 0.08 ** | 0.04 | 0.10 *** | 0.12 *** | −0.13 *** | 0.07 * | 0.00 | 0.01 * |
Macedonia | −0.13 *** | 0.05 * | 0.06 * | 0.09 *** | 0.24 *** | −0.14 *** | 0.03 | 0.02 * | 0.02 ** |
Poland | −0.14 *** | 0.05 | 0.10 *** | 0.10 *** | 0.18 *** | −0.16 *** | 0.03 | 0.02 ** | 0.02 ** |
Slovakia | −0.16 *** | 0.02 | 0.06 | 0.12 *** | 0.25 *** | −0.16 *** | −0.01 | 0.01 | 0.03 *** |
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Paakkari, L.; Torppa, M.; Mazur, J.; Boberova, Z.; Sudeck, G.; Kalman, M.; Paakkari, O. A Comparative Study on Adolescents’ Health Literacy in Europe: Findings from the HBSC Study. Int. J. Environ. Res. Public Health 2020, 17, 3543. https://doi.org/10.3390/ijerph17103543
Paakkari L, Torppa M, Mazur J, Boberova Z, Sudeck G, Kalman M, Paakkari O. A Comparative Study on Adolescents’ Health Literacy in Europe: Findings from the HBSC Study. International Journal of Environmental Research and Public Health. 2020; 17(10):3543. https://doi.org/10.3390/ijerph17103543
Chicago/Turabian StylePaakkari, Leena, Minna Torppa, Joanna Mazur, Zuzana Boberova, Gorden Sudeck, Michal Kalman, and Olli Paakkari. 2020. "A Comparative Study on Adolescents’ Health Literacy in Europe: Findings from the HBSC Study" International Journal of Environmental Research and Public Health 17, no. 10: 3543. https://doi.org/10.3390/ijerph17103543
APA StylePaakkari, L., Torppa, M., Mazur, J., Boberova, Z., Sudeck, G., Kalman, M., & Paakkari, O. (2020). A Comparative Study on Adolescents’ Health Literacy in Europe: Findings from the HBSC Study. International Journal of Environmental Research and Public Health, 17(10), 3543. https://doi.org/10.3390/ijerph17103543