Table 6 Model screening and fitting results of regression analysis of environmental factors and lung cancer mortality.

From: Historical data analysis and future prediction of lung cancer in Zhejiang province, China

Variable

Males

Females

Overall

Model

Coefficient

Std. error

Statistic

P

Model

Coefficient

Std. error

Statistic

P

Model

Coefficient

Std. error

Statistic

P

PM2.5

OLS

0.820

0.521

1.574

0.141

OLS

0.117

0.230

0.508

0.621

OLS

0.431

0.349

1.234

0.241

NDVI

OLS

− 88.172

54.761

− 1.610

0.133

OLS

− 58.979

17.665

− 3.339

0.006

OLS

− 68.603

33.767

− 2.032

0.065

Population density

OLS

− 74.544

77.929

− 0.957

0.358

OLS

10.560

32.704

0.323

0.752

OLS

− 35.550

51.393

− 0.692

0.502

Economic density

OLS

− 6.969

6.769

− 1.029

0.324

OLS

1.175

2.849

0.412

0.687

OLS

− 3.234

4.482

− 0.722

0.484

GDPPC

OLS

1.372

1.409

0.974

0.349

OLS

1.018

0.517

1.970

0.072

OLS

1.083

0.896

1.210

0.250

Number of medical beds

OLS

− 0.238

0.097

− 2.461

0.030

OLS

− 0.040

0.047

− 0.849

0.412

OLS

− 0.140

0.065

− 2.143

0.053

Number of Doctors

OLS

− 0.596

0.232

− 2.567

0.025

OLS

− 0.056

0.116

− 0.487

0.635

OLS

− 0.328

0.162

− 2.029

0.065

Urbanization rate

OLS

− 69.960

107.280

− 0.652

0.527

OLS

− 30.739

43.455

− 0.707

0.493

OLS

54.012

69.026

− 0.782

0.449

Total grain production

OLS

0.020

0.309

0.066

0.949

OLS

− 0.053

0.125

− 0.423

0.680

OLS

− 0.022

0.201

− 0.109

0.914

Number of industrial enterprises

OLS

4.125

9.164

0.450

0.661

OLS

2.164

3.702

0.585

0.570

OLS

2.480

5.948

0.417

0.684

  1. Significance value bold.