Table 4. Best estimation models for estimating health resources.
| Variable | LDD (SDPM with Spatial Random Effects) | RND (SLPM with Random Effects) | BD (SDPM with Spatial Fixed Effects) | IMI (SDPM with Spatial Fixed Effects) |
|---|---|---|---|---|
| Ln(OV) | 0.152***1 (6.13) | 0.138*** (5.37) | 0.078*** (2.98) | 0.082*** (3.71) |
| Ln(IV) | 0.070*** (5.87) | 0.109*** (8.13) | 0.095*** (7.77) | 0.067*** (6.42) |
| Ln(GDP) | 0.324*** (7.25) | 0.434*** (12.61) | 0.029 (0.54) | 0.085 (1.90) |
| Ln(AW) | -0.078 (-1.71) | 0.143*** (3.83) | -0.070 (-1.46) | -0.032 (-0.78) |
| Ln(LFR) | -0.006 (-0.73) | 0.002 (0.17) | -0.002 (0.32) | 0.007 (0.92) |
| Ln(PUP) | 0.073*** (3.57) | 0.172*** (10.71) | 0.056*** (2.74) | 0.037* (2.14) |
| Ln(TP) | -0.001 (-0.15) | -0.095*** (-3.67) | -0.219* (-2.11) | 0.460*** (5.23) |
| W × Ln(OV) | 0.074 (1.75) | 0.055 (1.12) | 0.074 (1.76) | |
| W × Ln(IV) | -0.081*** (-3.26) | 0.066* (2.46) | 0.061*** (2.70) | |
| W × Ln(GDP) | -0.062 (-1.06) | -0.252*** (3.66) | 0.480*** (7.69) | |
| W × Ln(AW) | -0.091 (-1.56) | 0.144* (2.17) | 0.280*** (4.93) | |
| W × Ln(LFR) | -0.015 (-0.89) | 0.025 (1.44) | 0.014 (0.97) | |
| W × Ln(PUP) | 0.030 (-1.17) | 0.007 (0.28) | 0.026 (1.13) | |
| W ×Ln(TP) | -0.112* (-2.24) | 0.439* (2.45) | 0.550*** (3.49) | |
| ρ | 0.357*** (10.75) | 0.261*** (6.71) | 0.250*** (6.78) | 0.355*** (11.59) |
| Log-Likelihood | 637.7604 | 432.0649 | 988.4480 | 1223.0241 |
| Rw2 | 0.2170 | 0.8134 | 0.7125 | 0.9259 |
| Rb2 | 0.7614 | 0.7592 | 0.2241 | 0.7347 |
| R2 | 0.7231 | 0.7645 | 0.2794 | 0.7407 |
| Obs | 1448 | 1448 | 1448 | 1448 |
1 *** p < 0.01
** p < 0.05
* p < 0.1.