Sample design
| Particulars | Companies | Observations | |
|---|---|---|---|
| Panel A: Sample selectionInitial Data from Dhaka Stock Exchange-listed firms, 2018–2021 | 589 | 1,767 | |
| Less- observations excluded due to the distinctive nature of operations such as mutual funds, bonds, debentures, etc | −294 | −882 | |
| Less- Companies and observations excluded due to missing data | −119 | −416 | |
| Final sample (unbalanced panel) | 176 | 469 | |
| Panel B: sample distribution by industry | N | % | |
| Bank | 57 | 12.15 | |
| Cement | 15 | 3.20 | |
| Ceramic | 9 | 1.92 | |
| Engineering | 62 | 13.22 | |
| Financial institutions | 43 | 9.17 | |
| Food and allied | 17 | 3.62 | |
| Fuel and power | 41 | 8.74 | |
| Insurance | 64 | 13.65 | |
| IT sector | 13 | 2.77 | |
| Pharmaceuticals and chemicals | 42 | 8.96 | |
| Textile | 88 | 18.76 | |
| Others | 18 | 3.84 | |
| Total | 469 | 100 | |
| Panel C: sample distribution by year | |||
| T1 | 176 | 37.53 | |
| T2 | 166 | 35.39 | |
| T3 | 127 | 27.08 | |
| Total | 469 | 100 | |
| Particulars | Companies | Observations | |
|---|---|---|---|
| 589 | 1,767 | ||
| Less- observations excluded due to the distinctive nature of operations such as mutual funds, bonds, debentures, etc | −294 | −882 | |
| Less- Companies and observations excluded due to missing data | −119 | −416 | |
| Final sample (unbalanced panel) | 176 | 469 | |
| Bank | 57 | 12.15 | |
| Cement | 15 | 3.20 | |
| Ceramic | 9 | 1.92 | |
| Engineering | 62 | 13.22 | |
| Financial institutions | 43 | 9.17 | |
| Food and allied | 17 | 3.62 | |
| Fuel and power | 41 | 8.74 | |
| Insurance | 64 | 13.65 | |
| IT sector | 13 | 2.77 | |
| Pharmaceuticals and chemicals | 42 | 8.96 | |
| Textile | 88 | 18.76 | |
| Others | 18 | 3.84 | |
| Total | 469 | 100 | |
| T1 | 176 | 37.53 | |
| T2 | 166 | 35.39 | |
| T3 | 127 | 27.08 | |
| Total | 469 | 100 | |