Toward Sustainability: Examining Economic Inequality and Political Trust in EU Countries
Abstract
1. Introduction
2. Literature Review
3. Materials and Methods
4. Results
4.1. Descriptive Evidence
4.2. Evidence from Multilevel Models
4.2.1. The Unconditional Random Intercept Model
4.2.2. The Two-Level Random Intercept Model
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| GDP | Gross domestic product |
| EU | European Union |
| PCA | Principal component analysis |
| ESS | European Social Survey |
| ICC | Intraclass Correlation Coefficient |
| DEFF | Estimated Design Effect |
| SDG | Sustainable Development Goal |
| AIC | Akaike Information Criterion |
| BIC | Bayesian Information Criterion |
Appendix A. Results of the Correlation Analysis




Appendix B. Results of Multilevel Analysis
| Variables | Models | ||||||||||
| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | |
| Country Level | |||||||||||
| Gini | −0.12 *** (0.03) | −0.09 ** (0.03) | −0.07 ** (0.02) | −0.07 *** (0.02) | −0.07 ** (0.02) | −0.07 *** (0.02) | −0.07 *** (0.02) | −0.04 * (0.02) | −0.07 ** (0.03) | −0.05 * (0.02) | |
| GDP_diff | 0.01 *** (0.00) | 0.01 *** (0.00) | 0.01 *** (0.00) | 0.01 *** (0.00) | 0.01 *** (0.00) | 0.01 *** (0.00) | 0.01 *** (0.00) | 0.01 *** (0.00) | |||
| Individual Level | |||||||||||
| Income | 0.42 *** (0.03) | 0.42 *** (0.04) | 0.30 *** (0.03) | 0.30 *** (0.03) | 0.65 *** (0.18) | 0.15 ** (0.05) | 0.32 *** (0.03) | 0.65 ** (0.22) | 0.23 *** (0.04) | ||
| G_trust | 0.26 *** (0.02) | 0.26 *** (0.02) | 0.26 *** (0.02) | 0.26 *** (0.02) | 0.26 *** (0.01) | 0.26 *** (0.01) | 0.26 *** (0.01) | ||||
| Gender | −0.01 (0.03) | −0.02 (0.03) | −0.01 (0.03) | −0.01 (0.02) | −0.01 (0.02) | −0.01 (0.02) | |||||
| Age | 0.00 (0.00) | 0.00 (0.00) | −0.00 (0.00) | −0.00 (0.00) | −0.00 (0.00) | −0.00 (0.00) | |||||
| P_work | −0.20 *** (0.06) | −0.20 *** (0.06) | −0.20 *** (0.05) | −0.20 *** (0.04) | −0.20 *** (0.04) | −0.20 *** (0.04) | |||||
| Unempl_a | −0.20 ** (0.07) | −0.20 ** (0.07) | −0.20 ** (0.07) | −0.21 ** (0.07) | −0.21 ** (0.07) | −0.21 ** (0.07) | |||||
| Educ | 0.42 *** (0.05) | 0.42 *** (0.05) | 0.42 *** (0.05) | 0.43 *** (0.05) | 0.43 *** (0.05) | 0.43 *** (0.05) | |||||
| Housework | −0.08 (0.04) | −0.08 (0.04) | −0.08 (0.04) | −0.08 ** (0.03) | −0.08 ** (0.03) | −0.08 ** (0.03) | |||||
| Unempl_n | −0.12 (0.11) | −0.12 (0.11) | −0.12 (0.11) | −0.12 (0.08) | −0.12 (0.08) | −0.12 (0.08) | |||||
| Disabled | −0.37 *** (0.06) | −0.37 *** (0.06) | −0.37 *** (0.06) | −0.34 *** (0.06) | −0.34 *** (0.06) | −0.34 *** (0.06) | |||||
| Retired | −0.01 (0.06) | −0.01 (0.06) | −0.01 (0.06) | −0.01 (0.05) | −0.01 (0.05) | −0.01 (0.05) | |||||
| Cm_serv | −0.26 (0.23) | −0.27 (0.23) | −0.27 (0.23) | −0.27 (0.32) | −0.27 (0.32) | −0.27 (0.32) | |||||
| Other | −0.12 (0.08) | −0.12 (0.08) | −0.11 (0.08) | −0.10 (0.08) | −0.10 (0.08) | −0.10 (0.08) | |||||
| Intersections | |||||||||||
| Income × Gini | −0.01 * (0.01) | −0.01 (0.01) | |||||||||
| Income × GDP_diff | 0.01 ** (0.00) | 0.01 * (0.00) | |||||||||
| Constants | |||||||||||
| Constant | 3.81 *** (0.21) | 7.36 *** (1.15) | 6.71 *** (1.01) | 5.56 *** (0.83) | 5.37 *** (0.66) | 5.48 *** (0.68) | 5.61 *** (0.72) | 5.56 *** (0.68) | 4.79 *** (0.59) | 5.59 *** (0.79) | 4.89 *** (0.57) |
| lns1_1_1 | |||||||||||
| Constant | −0.02 (0.12) | −0.16 (0.15) | −0.24 (0.16) | −0.42 ** (0.16) | −0.64 *** (0.19) | −0.63 *** (0.18) | −0.64 *** (0.19) | −0.65 *** (0.19) | −1.96 *** (0.18) | −2.03 *** (0.19) | −2.18 *** (0.22) |
| lnsig_e | |||||||||||
| Constant | 0.73 *** (0.02) | 0.73 *** (0.02) | 0.72 *** (0.02) | 0.72 *** (0.02) | 0.68 *** (0.02) | 0.67 *** (0.02) | 0.67 *** (0.02) | 0.67 *** (0.02) | 0.67 *** (0.00) | 0.67 *** (0.00) | 0.67 *** (0.00) |
| lns1_1_2 | |||||||||||
| Constant | −0.65 *** (0.15) | −0.67 *** (0.15) | −0.66 *** (0.15) | ||||||||
| atr1_1_1_2 | |||||||||||
| Constant | 0.99 *** (0.29) | 0.99 *** (0.28) | 1.13 ** (0.35) | ||||||||
| ICC | 0.1829 | 0.1428 | 0.1273 | 0.0937 | 0.0671 | 0.0687 | 0.0678 | 0.0668 | 0.0661 | 0.0671 | 0.06 |
| DEF | 300.15 | 234.67 | 209.30 | 154.17 | 110.66 | 113.30 | 111.95 | 108.32 | 109.10 | 110.74 | 106.39 |
| N | 37,638 | 37,638 | 37,638 | 37,638 | 37,638 | 37,638 | 37,638 | 37,638 | 37,638 | 37,638 | 37,638 |
| Standard errors in parentheses. * p < 0.05, ** p < 0.01, *** p < 0.001. | |||||||||||
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| Variable | Description | Mean | Standard Deviation | Min | Max |
|---|---|---|---|---|---|
| Dependent Variables | |||||
| Index of political trust | Average of the following indicators: Trust in parliament; Trust in politicians; Trust in political parties. | 3.924 | 2.285 | 0 | 10 |
| Independent Variables | |||||
| First-Level (Individual) | |||||
| Perceived household’s income—cluster-mean centered | Which of the descriptions on this card comes closest to how you feel about your household’s income nowadays? 1—Living comfortably on present income 2—Coping on present income 3—Difficult on present income 4—Very difficult on present income | −0.018 | 0.84 | −2.038 | 0.962 |
| Level of general trust—cluster-mean centered | Most people can be trusted or you can’t be too careful in dealing with people? 0 means you can’t be too careful, and 10 most people can be trusted. | 0.017 | 2.455 | −5.061 | 4.938 |
| Gender | 1—male, 2—female. | 1.535 | 0.499 | 1 | 2 |
| Age | 52.135 | 18.072 | 15 | 90 | |
| Type of economic activity | What you have been doing for the last 7 days? | ||||
| Paid work | 0—No, 1—Yes | 0.537 | 0.499 | 0 | 1 |
| Education | 0—No, 1—Yes | 0.067 | 0.25 | 0 | 1 |
| Unemployed, actively looking for a job | 0—No, 1—Yes | 0.032 | 0.176 | 0 | 1 |
| Unemployed, not actively looking for a job | 0—No, 1—Yes | 0.021 | 0.142 | 0 | 1 |
| Permanently sick or disabled | 0—No, 1—Yes | 0.030 | 0.171 | 0 | 1 |
| Retired | 0—No, 1—Yes | 0.295 | 0.456 | 0 | 1 |
| Community or military service | 0—No, 1—Yes | 0.001 | 0.031 | 0 | 1 |
| Housework, looking after children, others | 0—No, 1—Yes | 0.155 | 0.361 | 0 | 1 |
| Other | 0—No, 1—Yes | 0.017 | 0.129 | 0 | 1 |
| Second-Level (Country) | |||||
| Gini index | Gini coefficient of equivalized disposable income 2019, % | 29.348 | 4.197 | 22.8 | 40.8 |
| Regional differences in GDP per capita for major socio-economic regions | GDP at current market prices—Euro per inhabitant in percentage of the EU average 2000 | 104.693 | 45.683 | 20 | 232 |
| A | B | C | D | E | F | |
|---|---|---|---|---|---|---|
| Random Intercept Effects Only | Random Intercept Effects and Random Slope Effects | |||||
| Country Level | ||||||
| Gini | −0.0652 **/(0.0199) | −0.0701 ***/(0.0212) | −0.0682 ***/(0.0197) | −0.0411 */(0.0191) | −0.0684 **/(0.0264) | −0.0451 */(0.0188) |
| Regional differences in GDP | 0.0041 ***/(0.0007) | 0.0041 ***/(0.0007) | 0.0041 ***/(0.0007) | 0.0038 ***/(0.0006) | 0.0038 ***/(0.0006) | 0.0040 ***/(0.0006) |
| Individual level | ||||||
| Income | 0.3030 ***/(0.0310) | 0.6513 ***/(0.1793) | 0.1527 **/(0.0524) | 0.3173 ***/(0.0327) | 0.6469 **/(0.2184) | 0.2333 ***/(0.0448) |
| Generalized trust | 0.2610 ***/(0.0161) | 0.2609 ***/(0.0161) | 0.2606 ***/(0.0161) | 0.2600 ***/(0.0045) | 0.2600 ***/(0.0045) | 0.2600 ***/(0.0045) |
| Intersection | ||||||
| Income × Gini | −0.0117 */(0.0056) | −0.0112/(0.0074) | ||||
| Income × Regional differences in GDP | 0.0015 **/(0.0005) | 0.0009 */(0.0004) | ||||
| Constant | 5.4562 ***/(0.6748) | 5.5756 ***/(0.7141) | 5.5300 ***/(0.6745) | 4.8099 ***/(0.5906) | 5.5528 ***/(0.7929) | 4.9096 ***/(0.5771) |
| lns1_1_1 | 5.4805 ***/(0.6773) | 5.6083 ***/(0.7180) | 5.5569 ***/(0.6769) | 4.7861 ***/(0.5866) | 5.5867 ***/(0.7914) | 4.8864 ***/(0.5738) |
| Constant | ||||||
| lnsig_e | −0.6315 ***/(0.1854) | −0.6382 ***/(0.1875) | −0.6525 ***/(0.1871) | −1.9635 ***/(0.1830) | −2.0325 ***/(0.1904) | −2.1811 ***/(0.2204) |
| Constant | ||||||
| lns1_1_2 | 0.6722 ***/(0.0194) | 0.6720 ***/(0.0194) | 0.6717 ***/(0.0195) | 0.6708 ***/(0.0036) | 0.6708 ***/(0.0036) | 0.6708 ***/(0.0036) |
| Constant | ||||||
| atr1_1_1_2 | −0.6452 ***/(0.1537) | −0.6669 ***/(0.1500) | −0.6583 ***/(0.1525) | |||
| AIC | 157,555.44 | 157,542.20 | 157,518.05 | 157,478.87 | 157,478.69 | 157,477.31 |
| BIC | 157,709.08 | 157,704.38 | 157,680.23 | 157,649.59 | 157,657.94 | 157,656.56 |
| N | 37,638 | 37,638 | 37,638 | 37,638 | 37,638 | 37,638 |
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Revtiuk, Y.; Zelinska, O. Toward Sustainability: Examining Economic Inequality and Political Trust in EU Countries. Sustainability 2026, 18, 210. https://doi.org/10.3390/su18010210
Revtiuk Y, Zelinska O. Toward Sustainability: Examining Economic Inequality and Political Trust in EU Countries. Sustainability. 2026; 18(1):210. https://doi.org/10.3390/su18010210
Chicago/Turabian StyleRevtiuk, Yevhen, and Olga Zelinska. 2026. "Toward Sustainability: Examining Economic Inequality and Political Trust in EU Countries" Sustainability 18, no. 1: 210. https://doi.org/10.3390/su18010210
APA StyleRevtiuk, Y., & Zelinska, O. (2026). Toward Sustainability: Examining Economic Inequality and Political Trust in EU Countries. Sustainability, 18(1), 210. https://doi.org/10.3390/su18010210

