Component loadings by infrastructure, socioeconomic and lifestyle indices
Groups | Indicators | Components loading by group | Components loading for summary urbanisation index | ||
Component 1 | Component 2 | Component 1 | Component 2 | ||
Infrastructure | Administrative grade | 0.611 | −0.337 | ||
Spatial organisation | 0.753 | −0.420 | 0.530 | 0.664 | |
Transport access | 0.741 | 0.188 | |||
Electrical grid | 0.449 | 0.764 | |||
Piped water system | 0.746 | 0.016 | |||
Telephone system | 0.762 | 0.252 | 0.696 | 0.348 | |
Health centre | 0.875 | 0.021 | 0.678 | 0.507 | |
Pharmacy | 0.681 | 0.138 | |||
Educational institution | 0.785 | −0.337 | 0.511 | 0.684 | |
Shops | 0.877 | −0.015 | 0.746 | 0.461 | |
% of variance | 54.4 | 11.1 | |||
Socioeconomic | Father's education | 0.658 | −0.436 | ||
Mother's education | 0.768 | −0.268 | 0.736 | 0.220 | |
Household income | 0.821 | −0.184 | 0.790 | 0.095 | |
Access to electricity | 0.787 | 0.187 | 0.736 | −0.486 | |
Material goods | 0.854 | −0.005 | 0.816 | −0.172 | |
Cement house | 0.705 | 0.143 | |||
Gas for cooking | 0.834 | 0.304 | 0.808 | −0.363 | |
Motor vehicles | 0.456 | 0.692 | |||
Uncrowded household | 0.255 | 0.662 | |||
% of variance | 50.1 | 15.1 | |||
Lifestyle | Consumption of hamburgers | 0.837 | −0.269 | 0.763 | −0.262 |
Consumption of fizzy drinks | 0.749 | 0.080 | 0.654 | −0.312 | |
No physical exercise | 0.672 | −0.522 | |||
Television in house | 0.849 | 0.259 | 0.873 | −0.344 | |
TV viewing | 0.889 | 0.061 | 0.820 | −0.419 | |
No farming activities | 0.663 | 0.542 | 0.757 | −0.038 | |
Cat in house | 0.646 | 0.382 | |||
Dog in house | 0.595 | −0.398 | |||
Migration | 0.793 | −0.193 | |||
Parasite infection rate | 0.036 | 0.732 | |||
% of variance | 50.7 | 15.9 | 54.0 | 16.0 |