Final version of the linear regression model
Description of the variables used in the study
| Variables | Expected impact | Description of the variable |
|---|---|---|
| lnAuditFee | N/A | Natural 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)
| Variable | Mean | Standard deviation | Min | Max |
|---|---|---|---|---|
| AuditFee | 598,957 | 1,028,801 | 16,000 | 5,881,000 |
| TOTALASSETS | 5,478,254,619 | 12,263,775,906 | 34,686,420 | 75,905,000,000 |
| BIG4 | 0.6306306 | 0.4848229 | 0 | 1 |
| MERGE | 0.2432432 | 0.4309865 | 0 | 1 |
| LEVERAGE | 0.1638752 | 0.1459938 | 0 | 1 |
| Complexity | 0.3086383 | 0.2124534 | 0.0061615 | 0.8692479 |
| Foreign | 0.2534987 | 0.2651958 | 0 | 0.9545455 |
| Sales2018 | 4,488,839,727 | 11,919,499,823 | 17,486,560 | 109,706,000,000 |
Correlation between variables
| lnTOTALASSETS | BIG4 | MERGE | LEVERAGE | Complexity | Foreign | lnSales2018 | |
|---|---|---|---|---|---|---|---|
| lnTOTALASSETS | 1 | ||||||
| BIG4 | 0.4497* | 1 | |||||
| MERGE | 0.1461 | 1 | |||||
| LEVERAGE | 0.1153 | 0.3038* | 0.1318 | 1 | |||
| Complexity | −0.1528 | −0.2342* | −0.097 | 0.3808* | 1 | ||
| Foreign | −0.0311 | 0.0733 | −0.0311 | 0.118 | 0.0544 | 1 | |
| lnSales2018 | 0.8593* | 0.3053* | 0.1612 | 0.2627* | 0.0893 | −0.1229 | 1 |
