Table 8 Gradual linear regression of total workplace carbon emissions.

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

 − 1.21

–

 − 8.42

***

–

Road network density

0.15

0.13

1.3

***

1.47

Number of companies

0.46

0.41

4.24

***

4.32

Average house price

0.27

0.24

2.31

**

2.41

Residential area

0.16

0.13

1.21

***

1.29

Number of shopping consumption

 − 0.21

 − 0.18

 − 2.35

***

2.26

Medical care

0.42

0.36

4.01

**

4.3

Number of subway stations

0.17

0.14

1.29

***

1.67

Public service facilities area

0.13

0.09

1.09

**

1.01

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