1. Background
2. Objectives
| Systematic Review | Qualitative (Semi-structured Interviews) | Quantitative | Validation | Ranking of Countries |
|---|---|---|---|---|
| Data search strategy | 16 interviews with experts | (125 countries) data collection | (125) countries | All countries with accessible information (125) |
| 46 articles related to social citizenship | Limits: Having a book, article, or research in the field of social citizenship | Limited: international sites, reliability, availability of data | EFA (26 variables) | Social citizenship index |
| From 2010 | 45 minute interviews on average | Z score | Main dimensions | |
| Manual coding | Elongation and skewness | The categories were extracted based on the opinion of the research group and the cutting point of statistical quartiles | ||
| Extraction of the main and sub-components | Cronbach’s Alpha | |||
| Selection of variables (68) and the main dimensions of social citizenship index | Correlation; Revised by 5 experts outside the interviewee and research team |
3. Methods
4. Results
| Component | Initial Eigenvalues | Extraction Sums of Squared Loadings | Rotation Sums of Squared Loadings b | ||||
|---|---|---|---|---|---|---|---|
| Total | % of Variance | Cumulative % | Total | % of Variance | Cumulative % | Total | |
| 1 | 14.333 | 55.127 | 55.127 | 14.333 | 55.127 | 55.127 | 13.618 |
| 2 | 3.261 | 12.542 | 67.669 | 3.261 | 12.542 | 67.669 | 7.573 |
| 3 | 2.246 | 8.638 | 76.306 | 2.246 | 8.638 | 76.306 | 2.361 |
| 4 | 1.332 | 5.123 | 81.430 | 1.332 | 5.123 | 81.430 | 3.099 |
| 5 | 0.823 | 3.165 | 84.595 | ||||
| 6 | 0.618 | 2.377 | 86.972 | ||||
| 7 | 0.550 | 2.115 | 89.087 | ||||
| 8 | 0.423 | 1.625 | 90.712 | ||||
| 9 | 0.400 | 1.537 | 92.249 | ||||
| 10 | 0.304 | 1.169 | 93.419 | ||||
| 11 | 0.253 | 0.974 | 94.393 | ||||
| 12 | 0.206 | 0.792 | 95.184 | ||||
| 13 | 0.197 | 0.759 | 95.943 | ||||
| 14 | 0.173 | 0.667 | 96.610 | ||||
| 15 | 0.147 | 0.564 | 97.175 | ||||
| 16 | 0.132 | 0.508 | 97.682 | ||||
| 17 | 0.121 | 0.466 | 98.148 | ||||
| 18 | 0.100 | 0.386 | 98.534 | ||||
| 19 | 0.080 | 0.306 | 98.840 | ||||
| 20 | 0.068 | 0.260 | 99.101 | ||||
| 21 | 0.060 | 0.230 | 99.330 | ||||
| 22 | 0.051 | 0.195 | 99.525 | ||||
| 23 | 0.043 | 0.165 | 99.691 | ||||
| 24 | 0.038 | 0.145 | 99.835 | ||||
| 25 | 0.024 | 0.091 | 99.926 | ||||
| 26 | 0.019 | 0.074 | 100.000 | ||||
a Extraction Method: Principal Component Analysis.
b When components are correlated, the sums of squared loadings cannot be added to obtain a total variance.
| Indicator | Factor | |||
|---|---|---|---|---|
| 1 | 2 | 3 | 4 | |
| Healthy life expectancy | 0.946 | 0.493 | 0.092 | -0.310 |
| Access to improved sanitation facilities | 0.945 | 0.297 | 0.080 | -0.239 |
| Household air pollution attributable deaths | -0.942 | -0.332 | -0.054 | 0.310 |
| Child mortality rate | -0.925 | -0.367 | -0.144 | 0.336 |
| Women's average years in school | 0.910 | 0.474 | 0.147 | -0.195 |
| Secondary school enrollment | 0.905 | 0.502 | 0.134 | -0.220 |
| Maternal mortality rate | -0.902 | -0.259 | -0.056 | 0.357 |
| Internet users | 0.895 | 0.569 | 0.152 | -0.139 |
| Access to piped water | 0.894 | 0.455 | 0.141 | -0.206 |
| Deaths from infectious diseases | -0.861 | -0.191 | -0.008 | 0.339 |
| Adult literacy rate | 0.853 | 0.196 | 0.122 | -0.243 |
| Early marriage | -0.822 | -0.376 | -0.154 | 0.189 |
| Life expectancy at 60 | 0.815 | 0.626 | 0.110 | -0.242 |
| Traffic deaths | -0.787 | -0.576 | -0.119 | 0.140 |
| Inequality in the attainment of education | -0.745 | -0.405 | -0.165 | 0.083 |
| Community safety net | 0.736 | 0.445 | 0.055 | -0.260 |
| Political rights | 0.448 | 0.921 | 0.178 | -0.135 |
| Freedom of expression | 0.357 | 0.912 | 0.177 | -0.112 |
| Press Freedom Index | -0.254 | -0.901 | -0.188 | 0.020 |
| Corruption | 0.629 | 0.841 | 0.168 | -0.087 |
| Private property rights | 0.599 | 0.837 | 0.171 | -0.122 |
| Discrimination and violence against minorities | -0.380 | -0.803 | -0.121 | 0.062 |
| GDP | 0.092 | 0.149 | 0.962 | -0.211 |
| Trust in government | 0.139 | 0.153 | 0.955 | -0.261 |
| Adequate income | 0.305 | 0.125 | 0.263 | -0.984 |
| Social protection expenditure, excluding health | 0.295 | 0.123 | 0.258 | -0.980 |
| Eigenvalue | 14.33 | 3.26 | 2.24 | 1.33 |
| % of Variance | 55.12 | 12.54 | 8.63 | 5.12 |
| 81.430 | ||||
| Significance | KMO = 0.91; Bartlett's test Sig = 0.000; α = 0.93 | |||
4.1. Test of Normality of Social Citizenship Index
4.2. Calculation of Elongation and Skewness Indices
| Items | Cronbach's Alpha | Std. Deviation | Cronbach's Alpha if Item Deleted |
|---|---|---|---|
| Health and Education (n = 125) | 0.93 | 307.9676 | |
| Healthy life expectancy | 0.932 | ||
| Access to improved sanitation facilities | 0.943 | ||
| Household air pollution attributable deaths | 0.941 | ||
| Child mortality rate | 0.933 | ||
| Women's average years in school | 0.933 | ||
| Secondary school enrollment | 0.942 | ||
| Maternal mortality rate | 0.915 | ||
| Internet users | 0.927 | ||
| Access to piped water | 0.913 | ||
| Deaths from infectious diseases | 0.932 | ||
| Adult literacy rate | 0.922 | ||
| Early marriage | 0.939 | ||
| Life expectancy at 60 | 0.944 | ||
| Traffic deaths | 0.921 | ||
| Inequality in the attainment of education | 0.938 | ||
| Community safety net | 0.954 | ||
| Open Community (n = 125) | 0.87 | 100.3497 | |
| Political rights | 0.851 | ||
| Freedom of expression | 0.824 | ||
| Press Freedom Index | 0.886 | ||
| Corruption | 0.847 | ||
| Private property rights | 0.825 | ||
| Discrimination and violence against minorities | 0.865 | ||
| Economic and Political Prosperity (n = 125) | 0.85 | 23.8471 | |
| GDP | 0.847 | ||
| Trust in government | 0.867 | ||
| Livelihood (n = 125) | 0.91 | 71.0634 | |
| Adequate income | 0.913 | ||
| Social protection expenditure, excluding health | 0.912 |
a Correlation is significant at the 0.01 level.
b Correlation is significant at the 0.05 level.
a Sources: WHO, ILO, OECD, World Bank, World Happiness Report, Social Progress Index, Institute for Economics and Peace Global Peace Index, FAO, UN, ITU, RSF, Freedom House, World Justice Project Rule of Law Index, Heritage Foundation, Pew Research Center Government Restrictions Index, UNESCO, Fund for Peace Fragile States Index, Reporters Without Borders.
4.3. The Status of Social Citizenship and Its Dimensions in the Studied Countries
| Country | Social Citizenship Index | Economic and Political Prosperity | Livelihood | Open Community | Health and Education |
|---|---|---|---|---|---|
| Finland | 1 | 2 | 5 | 1 | 4 |
| Sweden | 2 | 4 | 7 | 3 | 2 |
| Switzerland | 3 | 6 | 1 | 6 | 9 |
| Netherlands | 4 | 8 | 3 | 7 | 7 |
| Norway | 5 | 10 | 4 | 5 | 8 |
| Australia | 6 | 7 | 10 | 11 | 3 |
| Germany | 7 | 3 | 6 | 13 | 15 |
| United K | 8 | 15 | 17 | 18 | 12 |
| Denmark | 9 | 9 | 14 | 4 | 11 |
| Iceland | 10 | 1 | 12 | 10 | 5 |
| Ireland | 11 | 13 | 8 | 9 | 16 |
| Austria | 12 | 14 | 2 | 12 | 10 |
| Belgium | 13 | 20 | 20 | 14 | 14 |
| Japan | 14 | 12 | 13 | 19 | 17 |
| Spain | 15 | 16 | 15 | 26 | 6 |
| Estonia | 16 | 21 | 29 | 20 | 22 |
| Israel | 17 | 24 | 18 | 50 | 1 |
| Portugal | 18 | 5 | 21 | 17 | 25 |
| United S | 19 | 17 | 27 | 21 | 28 |
| Italy | 20 | 23 | 24 | 37 | 13 |
| Greece | 21 | 19 | 23 | 44 | 24 |
| Hungary | 22 | 18 | 33 | 43 | 29 |
| Slovenia | 23 | 28 | 31 | 25 | 20 |
| Canada | 24 | 25 | 16 | 8 | 21 |
| Lithuania | 25 | 27 | 19 | 23 | 35 |
| Slovakia | 26 | 22 | 36 | 34 | 30 |
| Poland | 27 | 34 | 22 | 27 | 26 |
| Latvia | 28 | 30 | 49 | 36 | 34 |
| France | 29 | 31 | 28 | 29 | 23 |
| New Zealand | 30 | 29 | 34 | 2 | 31 |
| Czech Re | 31 | 56 | 86 | 24 | 19 |
| Korea, R | 32 | 26 | 9 | 31 | 27 |
| Chile | 33 | 32 | 52 | 16 | 36 |
| Croatia | 34 | 57 | 35 | 41 | 32 |
| Cyprus | 35 | 59 | 37 | 30 | 18 |
| Uruguay | 36 | 55 | 48 | 15 | 42 |
| Costa Ri | 37 | 61 | 38 | 22 | 39 |
| Mauritius | 38 | 58 | 39 | 28 | 54 |
| Montenegro | 39 | 46 | 44 | 65 | 38 |
| Serbia | 40 | 63 | 26 | 53 | 37 |
| Romania | 41 | 35 | 40 | 45 | 48 |
| Bulgaria | 42 | 36 | 41 | 56 | 40 |
| Kuwait | 43 | 11 | 25 | 76 | 44 |
| Albania | 44 | 39 | 42 | 51 | 47 |
| Jamaica | 45 | 62 | 89 | 32 | 58 |
| Argentina | 46 | 37 | 45 | 48 | 45 |
| Panama | 47 | 47 | 43 | 49 | 64 |
| Macedonia | 48 | 53 | 71 | 81 | 41 |
| Ukraine | 49 | 33 | 65 | 78 | 49 |
| Belarus | 50 | 43 | 46 | 111 | 33 |
| Armenia | 51 | 48 | 47 | 77 | 46 |
| Turkey | 52 | 40 | 11 | 101 | 43 |
| Mexico | 53 | 42 | 51 | 70 | 56 |
| Colombia | 54 | 52 | 56 | 66 | 65 |
| Tunisia | 55 | 65 | 98 | 61 | 69 |
| Brazil | 56 | 44 | 32 | 40 | 63 |
| Malaysia | 57 | 49 | 54 | 79 | 66 |
| Lebanon | 58 | 54 | 70 | 94 | 51 |
| Moldova | 59 | 64 | 69 | 63 | 60 |
| Georgia | 60 | 67 | 66 | 58 | 53 |
| Peru | 61 | 50 | 55 | 60 | 72 |
| Ecuador | 62 | 66 | 68 | 83 | 67 |
| Kazakhstan | 63 | 51 | 58 | 112 | 52 |
| Jordan | 64 | 60 | 60 | 82 | 57 |
| El Salvador | 65 | 75 | 57 | 54 | 80 |
| Saudi Ar | 66 | 38 | 53 | 107 | 61 |
| Azerbaijan | 67 | 72 | 59 | 117 | 55 |
| Kyrgyzstan | 68 | 69 | 62 | 95 | 71 |
| Mongolia | 69 | 73 | 82 | 39 | 79 |
| Botswana | 70 | 71 | 76 | 35 | 89 |
| South Af | 71 | 76 | 63 | 38 | 83 |
| Honduras | 72 | 74 | 72 | 86 | 82 |
| Namibia | 73 | 87 | 75 | 98 | 91 |
| Bolivia | 74 | 79 | 61 | 67 | 84 |
| Sri Lanka | 75 | 68 | 74 | 90 | 68 |
| Thailand | 76 | 82 | 64 | 104 | 70 |
| Philippines | 77 | 70 | 79 | 80 | 78 |
| Russia | 78 | 77 | 73 | 121 | 50 |
| Paraguay | 79 | 85 | 77 | 69 | 73 |
| Indonesia | 80 | 84 | 78 | 75 | 87 |
| Dominica | 81 | 86 | 83 | 59 | 81 |
| Morocco | 82 | 78 | 80 | 91 | 86 |
| Egypt | 83 | 81 | 84 | 116 | 75 |
| China | 84 | 45 | 30 | 120 | 62 |
| Iran | 85 | 41 | 50 | 123 | 74 |
| Algeria | 86 | 83 | 102 | 100 | 76 |
| Nicaragua | 87 | 80 | 101 | 85 | 85 |
| Ghana | 88 | 95 | 93 | 33 | 101 |
| Senegal | 89 | 91 | 92 | 46 | 104 |
| Uzbekistan | 90 | 88 | 81 | 125 | 59 |
| Lesotho | 91 | 93 | 85 | 52 | 105 |
| Myanmar | 92 | 120 | 95 | 114 | 90 |
| Tajikistan | 93 | 90 | 94 | 122 | 77 |
| Guatemala | 94 | 100 | 110 | 89 | 88 |
| Cambodia | 95 | 110 | 106 | 99 | 92 |
| India | 96 | 97 | 67 | 62 | 95 |
| Malawi | 97 | 104 | 103 | 55 | 112 |
| Kenya | 98 | 106 | 96 | 88 | 94 |
| Laos | 99 | 92 | 117 | 119 | 93 |
| Nepal | 100 | 102 | 91 | 92 | 97 |
| Madagascar | 101 | 111 | 88 | 57 | 114 |
| Bangladesh | 102 | 89 | 118 | 105 | 98 |
| Benin | 103 | 115 | 90 | 42 | 117 |
| Congo, R | 104 | 105 | 113 | 108 | 103 |
| Togo | 105 | 94 | 87 | 73 | 116 |
| Nigeria | 106 | 96 | 105 | 93 | 111 |
| Mauritania | 107 | 98 | 121 | 84 | 109 |
| Tanzania | 108 | 103 | 119 | 68 | 106 |
| Uganda | 109 | 107 | 114 | 97 | 108 |
| Liberia | 110 | 108 | 99 | 64 | 118 |
| Rwanda | 111 | 114 | 98 | 109 | 99 |
| Cameroon | 112 | 113 | 104 | 106 | 107 |
| Burkina | 113 | 99 | 100 | 47 | 120 |
| Pakistan | 114 | 101 | 112 | 103 | 96 |
| Yemen | 115 | 123 | 125 | 124 | 100 |
| Zimbabwe | 116 | 119 | 123 | 102 | 102 |
| Afghanis | 117 | 117 | 107 | 110 | 115 |
| Mozambique | 118 | 112 | 124 | 74 | 119 |
| Angola | 119 | 109 | 109 | 113 | 113 |
| Sierra L | 120 | 118 | 116 | 71 | 123 |
| Niger | 121 | 116 | 122 | 72 | 124 |
| Central | 122 | 125 | 115 | 118 | 110 |
| Ethiopia | 123 | 124 | 108 | 87 | 121 |
| Mali | 124 | 122 | 120 | 96 | 122 |
| Guinea | 125 | 121 | 111 | 115 | 125 |
a Sources: WHO, ILO, OECD, World Bank, World Happiness Report, Social Progress Index, Institute for Economics and Peace Global Peace Index, FAO, UN, ITU, RSF, Freedom House, World Justice Project Rule of Law Index, Heritage Foundation, Pew Research Center Government Restrictions Index, UNESCO, Fund for Peace Fragile States Index, Reporters Without Borders.



