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Table 7 OLS and Spatial regression analysis results

From: Investigating the relationship between social deprivation and health outcomes in China: using spatial regression analysis approach

Y

X

OLS

SEM

SLM

Coeff

P

R2

AIC

Coeff

P

R2

log-likelihood

AIC

Coeff

P

R2

log-likelihood

AIC

IID-A&B

SDEntropy

230.043

0.021

0.169

357.061

125.237

0.072

0.552

-169.804

343.608

143.611a

0.034

0.564

-169.192

344.384

SDCV

261.396

0.016

0.184

356.509

141.579

0.069

0.551

-169.787

343.574

157.913

0.034

0.562

-169.185

344.369

SDCRITIC

252.597

0.084

0.099

359.574

158.957

0.210

0.532

-170.572

345.145

123.042

0.225

0.525

-170.611

347.221

SDPCA

7.146

0.003

0.260

353.457

4.016

0.031

0.558

-171.182

346.364

4.236

0.013

0.573

-168.049

342.98

MRID-A&B

SDEntropy

-1.701

0.532

0.014

136.31

-4.314

0.064

0.282

-62.664

129.328

-2.899

0.209

0.233

-63.376

132.752

SDCV

-1.194

0.688

0.006

136.559

-4.473

0.087

0.272

-62.900

129.8

-2.654

0.295

0.221

-63.603

133.206

SDCRITIC

1.115

0.776

0.003

136.646

-3.191

0.439

0.210

-63.870

131.739

-0.646

0.850

0.185

-64.099

134.198

SDPCA

-0.001

0.983

 &±ô³Ù; 0.001

136.734

-0.091

0.150

0.253

-63.288

130.576

-0.041

0.480

0.204

-63.887

133.774

PR-LWC

SDEntropy

1.167

0.214

0.053

69.714

1.360

0.090

0.299

-29.552

63.104

1.126

0.150

0.277

-29.893

65.786

SDCV

1.422

0.164

0.066

69.281

1.633

0.066

0.309

-29.322

62.643

1.334

0.117

0.286

-29.701

65.403

SDCRITIC

1.503

0.266

0.042

70.048

2.153

0.117

0.290

-29.745

63.490

1.402

1.402

0.264

-30.151

66.302

SDPCA

0.045

0.049

0.127

67.189

0.052

0.011

0.369

-27.965

59.930

0.041

0.035

0.327

-28.718

63.435

MMR

SDEntropy

51.86

 &±ô³Ù; 0.001

0.856

160.08

50.884

 &±ô³Ù; 0.001

0.857

-77.992

159.986

48.838

 &±ô³Ù; 0.001

0.876

-75.853

157.706

SDCV

56.386

 &±ô³Ù; 0.001

0.852

161.014

54.907

 &±ô³Ù; 0.001

0.855

-78.288

160.576

53.361

 &±ô³Ù; 0.001

0.867

-76.958

159.915

SDCRITIC

60.285

 &±ô³Ù; 0.001

0.562

194.605

63.263

 &±ô³Ù; 0.001

0.625

-93.705

191.41

55.301

 &±ô³Ù; 0.001

0.584

-94.635

195.27

SDPCA

1.281

 &±ô³Ù; 0.001

0.833

164.643

1.253

 &±ô³Ù; 0.001

0.846

-79.573

163.147

1.224

 &±ô³Ù; 0.001

0.842

-79.58

165.16

ALE

SDEntropy

-10.357

 &±ô³Ù; 0.001

0.476

118.486

-8.607

 &±ô³Ù; 0.001

0.514

-56.635

117.27

-8.540

 &±ô³Ù; 0.001

0.583

-54.642

115.284

SDCV

-11.638

 &±ô³Ù; 0.001

0.506

116.667

-10.354

 &±ô³Ù; 0.001

0.524

-56.042

116.085

-9.657

 &±ô³Ù; 0.001

0.594

-54.098

114.195

SDCRITIC

-13.218

 &±ô³Ù; 0.001

0.377

123.87

-11.765

0.001

0.432

-59.070

122.139

-10.298

0.001

0.472

-58.124

122.247

SDPCA

-0.303

 &±ô³Ù; 0.001

0.650

106.014

-0.308

 &±ô³Ù; 0.001

0.651

-50.978

105.957

105.957

 &±ô³Ù; 0.001

0.689

-49.563

105.126

PHE

SDEntropy

-32.214

 &±ô³Ù; 0.001

0.355

204.321

-18.647

0.008

0.524

-97.022

198.044

-22.560

0.001

0.569

-95.170

196.34

SDCV

-35.938

 &±ô³Ù; 0.001

0.372

203.501

-21.688

0.005

0.531

-96.748

197.496

-25.245

0.001

0.574

-94.933

195.866

SDCRITIC

-47.664

 &±ô³Ù; 0.001

0.378

203.216

-32.902

0.006

0.521

-96.949

197.899

-31.953

0.002

0.545

-95.791

197.582

SDPCA

-0.883

 &±ô³Ù; 0.001

0.425

200.758

-0.608

0.001

0.577

-95.153

194.307

-0.640

 &±ô³Ù; 0.001

0.606

-93.645

193.289

  1. a The best a model performances
  2. *P < 0.1, ** P < 0.05, *** P &±ô³Ù; 0.01
  3. ³§¶ÙÌýAssessing values of social deprivation, ³§³¢²ÑÌýSpatial lag model, ³§·¡²ÑÌýSpatial error model
  4. IID-A&B Incidence rate of Class A and B infectious diseases, MRID-A&B Mortality rate of Class A and Class B infectious diseases, PR-LWC Prevalence rate of low weight children, MMR Maternal mortality rate, ALE Average life expectancy, PHE Proportion of healthy elderly