Variable

Variable name

Variable symbols

Variable definition or calculation method

Dependent variable

Cash holdings

CASH1

(Cash + cash equivalents)/total assets, with reference to Opler et al. (1999)

CASH2

(Cash + cash equivalents)/net assets, net assets = total assets − (cash + cash equivalents), referring to Haushalter et al. (2007)

Explanatory variable

Equity concentration

ONESHARE

The shareholding ratio of the first largest shareholder, whose square item is recorded as ONESHARESQ

Shares held by other major shareholders

OTHERSHARE

Sum of shareholding ratio of the second to tenth largest shareholders

Management shareholding

MSHARE

The shareholding ratio of the managers, including the directors, supervisors and senior management of the company, whose square item is recorded as MSHARESQ

Proportion of state-owned shares

GSHARE

Proportion of state-owned shares

Board size

BSIZE

Total number of board members (excluding honorary directors)

Proportion of independent directors

IND

Number of independent directors/total number of directors

Two jobs in one

DUAL

Dummy variable, the chairman and general manager of the two positions in one, take 1; otherwise, take 0

Quality of internal control information disclosure

ICDI

Internal control information disclosure quality index, based on entropy model measurement

Control variable

Company size

LNSIZE

Logarithm of total assets

Debt structure

DMS

Total current liabilities/total liabilities

Asset liability ratio

LEV

Total debt/total assets

Bank debt ratio

BANKDEBT

(Long term loan + short term loan)/total liabilities

Net working capital ratio

NWC

(Current assets − cash equivalents − current liabilities)/total assets

Dividend policy

DIV

Dummy variable, when the company pays cash dividends, take 1; otherwise, take 0

Investment opportunity

MB

Market value of the company/book value of the company’s assets

Nature of property rights

STATE

Dummy variable, 1 for state-owned enterprises and 0 for non-state-owned enterprises