Cite

Final version of the linear regression model

Description of the variables used in the study

VariablesExpected impactDescription of the variable
lnAuditFeeN/ANatural logarithm of the amount of audit fees for conducting a mandatory audit of an entity's financial statement in the period covered by the statement (including fees for reviews of financial statements)
lnTOTALASSETS+Natural logarithm of the total assets
BIG4+Discrete variable coded as 1 if a company's auditor is Deloitte, EY, KPMG or PwC, and 0 in other cases
MERGE+Discrete variable coded as 1 if there was a merger or acquisition of entities forming a corporate group during a financial year and 0 in other cases
LEVERAGE+Company's debt to total assets ratio
Complexity+A company's total short- and long-term receivables and inventories
Foreign+The ratio of the number of foreign companies in a corporate group to the number of all companies forming the corporate group
lnSales2018+Natural logarithm of sales volume in 2018

Basic characteristics of the variables (non-logarithmic values for the variables AuditFee, TOTALASSETS and Sales2018)

VariableMeanStandard deviationMinMax
AuditFee598,9571,028,80116,0005,881,000
TOTALASSETS5,478,254,61912,263,775,90634,686,42075,905,000,000
BIG40.63063060.484822901
MERGE0.24324320.430986501
LEVERAGE0.16387520.145993801
Complexity0.30863830.21245340.00616150.8692479
Foreign0.25349870.265195800.9545455
Sales20184,488,839,72711,919,499,82317,486,560109,706,000,000

Correlation between variables

lnTOTALASSETSBIG4MERGELEVERAGEComplexityForeignlnSales2018
lnTOTALASSETS1
BIG40.4497*1
MERGE0.14611
LEVERAGE0.11530.3038*0.13181
Complexity−0.1528−0.2342*−0.0970.3808*1
Foreign−0.03110.0733−0.03110.1180.05441
lnSales20180.8593*0.3053*0.16120.2627*0.0893−0.12291
eISSN:
2543-6821
Language:
English