Variable type

Variable name

Variable Definition

Dependent

Variable

ICOP

Internal control audit opinion. 1 for modified opinion, 0 otherwise

Explanatory

Variables

ICAF

Internal control audit fees, expressed in natural logarithm

ICAF_r

The proportion of internal control audit fees to total audit fees

Pre_ICOP

Internal control audit opinion of the previous year

ICQ

The natural logarithm of DIB internal control quality index

DA

Absolute value of discretionary accruals

AGE

Years of listing

SIZE

Natural logarithm of total assets

ROA

Profitability, measured by company’s return on total assets

LEV

Financial leverage, measured by asset-liability ratio

Control

Variables

LOSS

Equals 1 when the net income is negative, 0 otherwise

CFO

Operating net cash flow divided by total assets

GRTH

Operating income growth rate

INVTA

Inventory divided by total assets

RECTA

Account receivable divided by total assets

SOE

Equals 1 if the company is state-owned, 0 otherwise

ICBIG10

Equals 1 when the internal control audit firm is “big ten”

INDUS

Dummy variables of the industries

YEAR

Dummy variables of the years