Table 2.
PCA results. Factor loadings in PC1 correspond to variable weights for the DRI-GLUCoSE index
Variable | Factor loadings (PC1) | Factor loadings (PC2) |
---|---|---|
Government transfer payments | − 0.35 | 0.19 |
Lone parent families | − 0.32 | 0.07 |
Household median income | 0.31 | 0.18 |
Prevalence of low income | − 0.30 | − 0.09 |
Unemployment rate | − 0.29 | 0.15 |
Education—no degree | − 0.29 | 0.35 |
NDVI—median | 0.26 | − 0.12 |
NDVI—5th percentile | 0.26 | 0.07 |
NDVI—95th percentile | 0.25 | − 0.29 |
Individual mean income | 0.24 | − 0.04 |
Private dwellings—owned | 0.24 | 0.45 |
Private dwellings—rented | − 0.24 | − 0.44 |
Labour force participation rate | 0.12 | − 0.08 |
Commute active | − 0.10 | − 0.32 |
NDVI—standard deviation | − 0.02 | − 0.41 |
Total variance explained | 49.3% | 14.5% |
Bartlett’s test for sphericity p < 0.001
Kaiser–Meyer–Olkin test for measure of sampling adequacy = 0.74