Table 1 Descriptive statistics of variables.

From: Digital finance, industrial structure upgrading, and energy efficiency in China: a provincial-level empirical analysis

Variables

Meaning

Measurements

Mean

sd

min

max

EE

Energy Efficiency

Ratio of regional GNP to regional total energy consumption

1.74

0.93

0.43

6.03

OIS

Industrial structure upgrading

Combined use of regional factor productivity, as detailed in equation (5)

3.02

0.64

1.78

5.48

DFL

Digital Finance

Lagging term of the Digital Inclusion Index

243.93

107.64

18.33

460.69

IVA

Industrial value added

Ratio of current year’s industrial output to last year’s industrial output minus 1

0.07

0.10

−0.36

0.46

MI

Level of Marketization

China Marketization Index

8.15

1.95

3.36

12.86

RII

Regional industrial density

Ratio of regional gross industrial output to regional GNP

0.43

0.09

0.16

0.59

PC

Population density

Ratio of the number of resident population to the administrative area of the region at the end of the year

0.05

0.07

0.00

0.40

RI

Regional Innovation Level

Number of patent applications per 10,000 people in the region

22.42

23.87

1.29

140.63

LFI

Foreign investment level

Ratio of regional foreign direct investment to regional GNP

0.02

0.02

0.00

0.12