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Table 3 OLS regression analysis of length of stay (LOS) at MCO and SSR facilities

From: Efficiency of fine scale and spatial regression in modelling associations between healthcare service spatial accessibility and their utilization

 

FGC

IRIS

Comparison

Predictor variables

Coefficients

Std Error

Coefficients 0.161***

Std Error

β increase

Std Error decrease

LOS_MCO

      

 ISA_MCO

− 0.057

0.087

− 1.065**

0.037

184.64%

− 57.74%

 APL_GPs

− 0.900***

0.201

0.302***

0.097

18.24%

− 52.12%

 APL_Nurses

0.349

0.192

− 1.518***

0.096

− 13.48%

− 49.51%

 APL_Physiotherapists

− 0.169

0.295

− 1.395***

0.165

799.48%

− 43.92%

 Non-Owner

− 3.652***

0.425

− 0.507

0.117

− 61.80%

− 72.43%

 Precarious

5.033**

1.739

 

0.403

− 110.08%

− 76.84%

Model assessment

   

 Adjusted R2

0.389

0.508

 AIC

528.716

3285.273

S_SSR

   

 ISA_SSR

0.103

0.069

0.245***

0.036

136.72%

− 48.16%

 APL_GPs

− 0.895***

0.172

− 1.367***

0.096

52.53%

− 47.61%

 APL_Nurses

0.294

0.192

0.332***

0.09

12.81%

− 49.85%

 APL_Physiotherapists

− 0.189

0.298

− 1.679***

0.165

787.36%

− 44.58%

 Non-Owner

− 3.575***

0.424

− 1.209***

0.114

− 66.17%

− 73.01%

 Precarious

5.452**

1.737

− 0.491

0.384

− 109.00%

− 77.91%

Model assessment

   

 Adjusted R2

0.352

0.485

 AIC

525.425

3255.05

  1. **p < 0.01; *** p < 0.001; Std Error: Standard deviation error