Table 2. Results of principal component analysis based on nine national socioeconomic indicators for all 73 study countries.
Indicator | Component |
||||||||
---|---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | |
Gini coefficient | 0.157 | 0.660 | 0.353 | 0.217 | 0.295 | –0.445 | –0.165 | –0.230 | 0.050 |
Proportion of population with daily income below US$ 1.25a | –0.407 | 0.174 | –0.011 | –0.032 | 0.443 | 0.322 | –0.513 | 0.490 | 0.005 |
Mortality rate among children aged < 5 years | –0.434 | 0.175 | 0.127 | –0.015 | 0.104 | –0.066 | 0.693 | 0.249 | 0.455 |
Per-capita volume of renewable internal freshwater resources | 0.088 | 0.576 | –0.523 | 0.357 | –0.299 | 0.395 | 0.115 | 0.011 | –0.036 |
Per-capita gross national income | 0.440 | 0.124 | 0.157 | –0.116 | –0.167 | –0.186 | 0.154 | 0.755 | –0.313 |
Government effectiveness | 0.316 | 0.051 | 0.555 | –0.059 | 0.155 | 0.709 | 0.190 | –0.153 | –0.013 |
Per-capita level of official development assistance for sanitation and water | –0.169 | –0.268 | 0.365 | 0.806 | –0.282 | 0.000 | –0.110 | 0.156 | 0.013 |
Percentage of the female population older than 25 years that had completed secondary education | 0.280 | –0.264 | –0.328 | 0.396 | 0.697 | –0.038 | 0.282 | 0.037 | –0.142 |
Human development index | 0.462 | –0.107 | –0.108 | 0.021 | –0.027 | 0.013 | –0.254 | 0.162 | 0.820 |
Eigenvalue | 4.395 | 1.318 | 1.089 | 0.896 | 0.597 | 0.391 | 0.194 | 0.091 | 0.029 |
Proportion | 0.488 | 0.146 | 0.121 | 0.010 | 0.066 | 0.044 | 0.022 | 0.010 | 0.003 |
Cumulative | 0.488 | 0.635 | 0.756 | 0.855 | 0.922 | 0.965 | 0.987 | 0.997 | 1.000 |
US$: United States dollars.
a As defined by the World Bank.18