Submitted:
09 July 2025
Posted:
10 July 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Methods
2.1. Study Design and Participants
2.2. Measures
2.2.1. Sociodemographic and Health Characteristics
2.2.2. Health Literacy
- 0–8: Inadequate
- 9–12: Problematic
- 13–16: Sufficient
- Health Care (HC): Items Q2, Q3, Q4, Q5, Q8
- Disease Prevention (DP): Items Q1, Q6, Q7, Q10
- Health Promotion (HP): Items Q9, Q11, Q12, Q13, Q14, Q15, Q16
2.5. Statistical Analysis
3. Results
3.1. Sociodemographic and Health Characteristics by Language Group
3.2. Bivariate Associations Between Health Literacy Index and Sociodemographic Factors
3.3. Predictors of Health Literacy
3.4. Health Literacy Domains by Language Group
| Domain 1 | Language Group | % Top Score 2 | χ² (df) 3 | p-value | Cramér’s V 4 |
|---|---|---|---|---|---|
| Health Care (top score = 5) |
German | 26.3 | 49.24 (20) | < 0.001 | 0.084 |
| Italian | 40.2 | ||||
| Ladin | 37.0 | ||||
| Other | 35.4 | ||||
| More than one language | 28.3 | ||||
| Disease Prevention (top score = 4) |
German | 47.2 | 51.08 (16) | < 0.001 | 0.086 |
| Italian | 62.4 | ||||
| Ladin | 61.6 | ||||
| Other | 60.4 | ||||
| More than one language | 69.6 | ||||
| Health Promotion (top score = 7) |
German | 23.7 | 45.57 (28) | .019 | 0.081 |
| Italian | 33.6 | ||||
| Ladin | 21.9 | ||||
| Other | 36.5 | ||||
| More than one language | 37.0 |
4. Discussion
4.1. Comparison with Previous Literature
4.2. Interpretation of Language Group Differences
4.3. Domain-Specific Disparities in International Context
4.4. Implications for Public Health
4.5. Strengths and Limitations
4.6. Future Research
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Public Involvement Statement
Guidelines and Standards Statement
Use of Artificial Intelligence
Data Availability Statement
Conflicts of Interest
Abbreviations
| AIC | Akaike Information Criterion |
| ANOVA | Analysis of Variance |
| ASTAT | Provincial Institute of Statistics of South Tyrol |
| BIC | Bayesian Information Criterion |
| CI | Confidence Interval |
| DP | Disease Prevention |
| HC | Health Care |
| HL | Health Literacy |
| HLS19 | WHO Health Literacy Survey |
| HLS-GER | Health Literacy Survey Germany |
| HLS-EU | Health Literacy Survey EU |
| HLS-EU-Q16 | Health Literacy Survey EU Questionnaire 16 Items |
| HLS-EU-Q47 | Health Literacy Survey EU Questionnaire 47 Items |
| HP | Health Promotion |
| ISTAT | National Institute of Statistics of Italy |
| SD | Standard Deviation |
| VIF | Variance Inflation Factors |
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| Variable | Total (n = 2090) 1 |
German (n = 1330) |
Italian (n = 480) |
Other (n = 280) |
p-value | Effect size 3 |
|---|---|---|---|---|---|---|
| Gender, % (n) | 0.296 | 0.034 5 | ||||
| Male | 49.1 (1026) | 49.9 (664) | 49.4 (237) | 44.8 (125) | ||
| Female | 50.9 (1063) | 50.1 (666) | 50.6 (243) | 55.2 (154) | ||
| Age (mean ± SD) | 50.9 ± 17.9 | 50.8 ± 18.0 | 55.3 ± 17.9 | 43.3 ± 147 | < 0.001 | 0.046 4 |
| Age group, % (n) | < 0.001 | 0.137 5 | ||||
| 18-34 | 23.7 (496) | 24.0 (320) | 16.7 (80) | 34.2 (96) | ||
| 35-54 | 32.7 (683) | 32.2 (429) | 27.9 (134) | 43.0 (120) | ||
| 55-99 | 43.6 (912) | 43.7 (582) | 55.4 (266) | 22.8 (64) | ||
| Education, % (n) | < 0.001 | 0.130 5 | ||||
| Middle school | 21.1 (440) | 21.5 (287) | 21.6 (104) | 18.1 (51) | ||
| Vocational school | 31.9 (666) | 37.6 (500) | 21.1 (101) | 23.1 (65) | ||
| High school | 26.1 (545) | 22.7 (302) | 32.9 (158) | 30.6 (86) | ||
| University | 20.9 (437) | 18.2 (242) | 24.4 (117) | 28.2 (79) | ||
| No Italian Citizenship, % (n) | 9.8 (204) | 4.5 (60) | 0.6 (3) | 50.7 (142) | < 0.001 | 0.544 5 |
| Work in health/social sector, % (n) | 10.3 (214) | 10.5 (140) | 10.6 (51) | 8.6 (24) | 0.618 | 0.021 5 |
| Health status (mean ± SD) | 76.4 ± 18.5 | 77.2 ± 18.4 | 73.3 ± 18.9 | 78.4 ± 18.0 | < 0.001 | 0.009 4 |
| Living alone, % (n) | 17.8 (371) | 16.7 (222) | 22.8 (110) | 14.2 (40) | 0.003 | 0.075 5 |
| Chronic illness, % (n) | 35.1 (733) | 33.7 (449) | 43.8 (210) | 26.6 (74) | < 0.001 | 0.111 5 |
| HLS-EU-Q16 index (mean ± SD) | 11.9 ± 3.4 | 11.6 ± 3.5 | 12.5 ± 3.3 | 12.4 ± 2.9 | < 0.001 | 0.018 4 |
| HLS-EU-Q16 level, % (n) 6 | < 0.001 | 0.105 5 | ||||
| Inadequate | 12.6 (264) | 13.9 (194) | 10.8 (54) | 8.3 (16) | ||
| Problematic | 27.1 (567) | 28.9 (404) | 22.4 (112) | 26.4 (51) | ||
| Sufficient | 39.2 (820) | 34.5 (482) | 50.9 (254) | 43.5 (84) | ||
| Unknown/missing | 21.0 (439) | 22.8 (318) | 15.8 (79) | 21.8 (42) |
| Variable 1 | Spearman ρ | p-value | Weighted n | Effect size 2 |
|---|---|---|---|---|
| Language: Italian (vs. German) | 0.143 | <0.001 | 1527 | small |
| Works in health/social sector (vs. no) | 0.058 | 0.015 | 1741 | negligible |
| Education level (vs. middle school) | 0.069 | 0.004 | 1741 | negligible |
| Lives alone (vs. no) | 0.049 | 0.043 | 1741 | negligible |
| Has chronic illness (vs. no) | –0.056 | 0.020 | 1741 | negligible |
| Gender (vs. male) | 0.039 | 0.107 | 1741 | negligible |
| Non-Italian citizenship (vs. Italian) | –0.029 | 0.225 | 1741 | negligible |
| Age (years) | 0.019 | 0.432 | 1741 | negligible |
| Predictor | Regression Coefficient B1 |
95% CI [Lower; Upper] |
SE | t | p-value |
|---|---|---|---|---|---|
| const | 9.770 | [8.378; 11.162] | 0.709 | 13.781 | < 0.001 |
| Language: Italian (vs. German) | 0.954 | [0.548; 1.360] | 0.207 | 4.596 | < 0.001 |
| Non-Italian citizenship (vs. Italian) | 0.665 | [–0.367; 1.697] | 0.527 | 1.261 | 0.207 |
| Has chronic illness (vs. no) | –0.506 | [–0.912; –0.100] | 0.207 | –2.441 | 0.015 |
| Works in health/social sector (vs. no) | 0.494 | [–0.081; 1.069] | 0.293 | 1.688 | 0.092 |
| Gender (vs. male) | 0.211 | [–0.149; 0.571] | 0.184 | 1.145 | 0.252 |
| Education level (vs. middle school) | 0.204 | [0.014; 0.394] | 0.097 | 2.104 | 0.036 |
| Lives alone (vs. no) | 0.158 | [–0.319; 0.635] | 0.243 | 0.651 | 0.515 |
| Age (years) | 0.012 | [–0.0003; 0.025] | 0.006 | 1.905 | 0.057 |
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