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 |