Summary of variables
| Variables | Acronyms | Operationalization | References |
|---|---|---|---|
| Real earnings management | REM | Roychowdhury (2006) models | |
| Ownership concentration | OWNCON | The percentage of shareholdings who own five percent or more in the firm by following prior literature | Dang Ngoc and Tran Manh (2020) |
| Managerial ownership | MANOWN | The proportion of the total shares held by executive directors to the total number of shares issued | Piosik and Genge (2020) |
| Institutional ownership | INSOWN | The number of shares held by the institutional shareholder as a percentage of the total number of shares outstanding | Alhadab et al. (2020) |
| Foreign ownership | FOROWN | The percentage of shares owned by foreign investors to the total number of shares issued | Dang Ngoc and Tran Manh (2020) |
| Firm size | FSIZE | The natural logarithm of the firm’s total assets | Uddin et al. (2021) |
| Return on asset | ROA | It is the percentage of net income to total assets | Majumder et al. (2023) |
| Leverage | LEV | The proportion of total debt scaled by the total asset | Saona et al. (2020) |
| Firm age | FAGE | The natural logarithm of the number of years since the establishment year of the firm | Dang et al. (2020) |
| Country dummies | CDM | Dummy variables for the countries Bangladesh, India, and Pakistan | By following studies (AlHares, 2020) |
| Year dummies | YDM | Dummy variables for the years 2015, 2016, 2017, 2018, and 2019 | By following studies (AlHares, 2020) |
| Variables | Acronyms | Operationalization | References |
|---|---|---|---|
| Real earnings management | REM | ||
| Ownership concentration | OWNCON | The percentage of shareholdings who own five percent or more in the firm by following prior literature | |
| Managerial ownership | MANOWN | The proportion of the total shares held by executive directors to the total number of shares issued | |
| Institutional ownership | INSOWN | The number of shares held by the institutional shareholder as a percentage of the total number of shares outstanding | |
| Foreign ownership | FOROWN | The percentage of shares owned by foreign investors to the total number of shares issued | |
| Firm size | FSIZE | The natural logarithm of the firm’s total assets | |
| Return on asset | ROA | It is the percentage of net income to total assets | |
| Leverage | LEV | The proportion of total debt scaled by the total asset | |
| Firm age | FAGE | The natural logarithm of the number of years since the establishment year of the firm | |
| Country dummies | CDM | Dummy variables for the countries Bangladesh, India, and Pakistan | By following studies ( |
| Year dummies | YDM | Dummy variables for the years 2015, 2016, 2017, 2018, and 2019 | By following studies ( |
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