|
Predictor variables
|
OLS
|
SAR
|
GWR
|
|---|
|
Coefficients
|
Std Error
|
Coefficients
|
Std Error
|
Coefficients
|
Std Error(mean)
|
|---|
|
LOS_MCO
| | | | | | |
|
ISA_MCO
|
− 0.161***
|
0.037
|
0.015
|
0.024
|
[− 55.959; 8.438]
|
0.037
|
|
APL_GPs
|
− 1.065**
|
0.097
|
− 0.348***
|
0.061
|
[− 37.882; 37.084]
|
0.097
|
|
APL_Nurses
|
0.302***
|
0.096
|
0.005
|
0.065
|
[− 39.567; 78.291]
|
0.097
|
|
APL_Physiotherapists
|
− 1.518***
|
0.165
|
− 0.953***
|
0.108
|
[− 26.147; 33.852]
|
0.164
|
|
Non− Owner
|
− 1.395***
|
0.117
|
− 0.244***
|
0.076
|
[− 4.631; 2.412]
|
0.116
|
|
Precarious
|
− 0.507
|
0.403
|
− 0.415
|
0.253
|
[− 13.835; 10.757]
|
0.39
|
|
Spatial parameters
| | | |
|
Spatial Lag Coefficient ρ
| |
0.767***
| |
|
Bandwidth GWR
| | |
Adaptive, 0.38% nearest neighbouring IRIS
|
|
Model assessment
| | | |
|
Adjusted R2
|
0.508
|
0.775
|
0.955
|
|
AIC
|
3285.273
|
2238.6
|
539.139
|
|
Moran’s I residuals
|
0.609***
|
0.031*
|
0.086***
|
|
LOS_SSR
| | | |
|
ISA_SSR
|
0.245***
|
0.036
|
0.131
|
0.023
|
[− 7.808; 4.756]
|
4.241
|
|
APL_GPs
|
0.332***
|
0.096
|
0.034
|
0.06
|
[–33.213; 57.124]
|
0.931
|
|
APL_Nurses
|
− 1.367***
|
0.09
|
− 0.423***
|
0.063
|
[− 28.11; 25.561]
|
1.124
|
|
APL_Physiotherapists
|
− 1.679***
|
0.165
|
− 1.048***
|
0.108
|
[− 20.186; 18.678]
|
0.811
|
|
Non− Owner
|
− 1.209***
|
0.114
|
− 0.169***
|
0.073
|
[− 4.631; 2.412]
|
1.133
|
|
Precarious
|
− 0.491
|
0.384
|
− 0.452
|
0.241
|
[− 7.075; 9.112]
|
0.473
|
|
Spatial parameters
| | | |
|
Spatial Lag Coefficient ρ
| |
0.764***
| |
|
Bandwidth GWR
| | |
Adaptive, 0.52% nearest neighbouring IRIS
|
|
Model assessment
| | |
0.931
|
|
Adjusted R2
|
0.485
|
0.769
|
939.464
|
|
AIC
|
3255.05
|
2181.912
|
0.131***
|
|
Moran’s I residuals
|
0.611***
|
0.032*
| |
- ** p < 0.01; *** p < 0.001; Std Error: Standard deviation error
