Variable type

Variable name

variable symbol

variable declaration

Explained variable

R&D innovation

RD

Annual R&D expenses/operating income

Explanatory variable

Economic policy uncertainty

EPU

As shown in model (2)

Control variable

(CV)

Company size

SIZE

Find the natural logarithm of total assets at the end of the year.

investment opportunity

GR

Annual growth rate of operating income

Operating cash flow ratio

CFO

Net cash flow from operating activities/total assets at the end of the year

Asset-liability ratio

LEV

Total liabilities/assets at the end of the year

Debt term

STD

Current liabilities/total liabilities at the end of the year

The shareholding ratio of the largest shareholder

FH

Number of shares held by the largest shareholder/total number of shares

asset structure

FS

Amount of non-current assets/total assets at the end of the year

Property right nature

STA

The actual controller is state-owned, and the value is 1; otherwise, it is 0.

Year

Year

dummy variable

industry

Indus

dummy variable