Table 5.
Tier 3 model result.
| Models | OLS | SEM | GWR summary statistics | ||||
|---|---|---|---|---|---|---|---|
| Variables | coefficient. | Std. Error | coefficient. | Std. Error. | median coefficient. | % of positive estimates | |
| Constant | 0.405*** | 0.0329 | 0.115339*** | 0.02081 | 0.321296 | 99.84 | |
| OCT | −0.000889 | 0.0005 | −0.00019219 | 0.00017 | −0.00256 | 0.71 | |
| MP | −0.000619*** | 0.0001 | −0.00019184* | 0.00011 | −0.00032 | 22.92 | |
| TP | −0.0501*** | 0.0057 | −0.00139442 | 0.00443 | −0.02562 | 4.16 | |
| WFH | −0.000372 | 0.0004 | 0.00120673** | 0.00059 | |||
| TEST | 0.0000602 | 0.0001 | 0.000161733 | 0.00012 | 2.71E-05 | 53.66 | |
| IMPORT | 0.00448 | 0.0038 | 0.000146775 | 0.00044 | 0.026844 | 99.97 | |
| BACH25 | −0.0980** | 0.0307 | −0.0167388 | 0.02218 | −0.04541 | 18.32 | |
| AGE65 | −0.00566*** | 0.0005 | −0.0046083*** | 0.00042 | −0.00511 | 0.00 | |
| POV | 0.397*** | 0.0523 | 0.283659*** | 0.03392 | 0.178496 | 85.90 | |
| PSI | −0.000201 | 0.0002 | 6.44E-05 | 0.00025 | 0.00019 | 76.58 | |
| DENS | −0.00000190 | 0 | 8.83E-07 | 0.00000 | 5.15E-06 | 96.21 | |
| lambda | 0.69317*** | 0.01617 | |||||
| N | 3142 | 0.02081 | |||||
| Adj. R2 | 0.218 | 0.47 | 0.42 | ||||
| Moran's I | 0.382*** | −0.555*** | 0.003*** | ||||
*p < 0.10 **p < 0.05 ***p < 0.001.