Table 9 Gradual linear regression of carbon emissions per capita at work site.

From: Impact of built environment on commuting carbon emissions using big data: a case study of Jinan’s main urban area

Independent variable

Linear regression result parameters

B

Beta

T

Sig

VIF

Intercept

0.29

 − 

3.4

***

 − 

Accessibility

0.31

0.29

3.24

**

3.8

Road network density

 − 0.26

 − 0.23

 − 2.5

***

2.65

Plot ratio

 − 0.37

 − 0.31

 − 3.9

**

3.17

Openness

 − 0.23

 − 0.17

 − 2.06

***

2.56

Number of tourist attractions

 − 0.22

 − 0.18

 − 2.12

***

2.01

Depressing

0.29

0.25

 − 2.18

**

2.65