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Table 4 Multiscale geographically weighted regression (MGWR) of MIIs, CTPP, CMI, and socioeconomic and demographic conditions

From: Inequality and heterogeneity in medical resources for children with autism spectrum disorders: a study in the ethnic minority region of southern China

Dependent Variables1

Bandwidth(95%CI)

Model statistical parameters

Model performance evaluation

EV

S.E

t(EV/S.E)

p-value

AIC

AICc

BIC

R2

adj.R2

1. MIIs1

          

proportion of town residents

103(68,105)

0.255

0.084

3.046

0.002

153.937

159.636

196.253

0.820

0.791

total retail sales of consumer goods

50(48,68)

0.806

0.069

11.653

< 0.001

     

disposable income per capita

50(48,68)

-0.267

0.059

-4.540

< 0.001

     

population density

48(46,52)

-0.225

0.070

-3.216

0.001

     

2. CTPP2

          

population density

107(68,107)

0.211

0.090

2.340

0.019

236.796

240.210

269.876

0.590

0.542

total retail sales of consumer goods

107(68,107)

0.382

0.097

3.928

< 0.001

     

GDPpc

81(68,93)

0.267

0.088

3.039

0.002

     

number of enterprises above designated size

46(44,58)

-0.242

0.086

-2.826

0.005

     

3. CMI3

          

proportion of town residents

107(83,107)

0.415

0.108

3.829

< 0.001

231.362

234.938

265.200

0.612

0.565

total retail sales of consumer goods

107(68,107)

0.273

0.099

2.763

0.006

     

GDPpc

93(68,99)

0.166

0.093

1.796

0.072

     

number of enterprises above designated size

46(44,68)

-0.236

0.080

-2.959

0.003

     
  1. Note:
  2. 1. MIIs, means the number of medical institutions for children with ASD
  3. 2. CTPP, means the average number of ASD technicians per 10,000 target people
  4. 3. CMI, means the coverage rate of medical interventions