Sample selection
| Total | Banking | Non-bank financial institutions | |
|---|---|---|---|
| Panel A: Sample size | |||
| Total Listed firms | 59 | 36 | 23 |
| Less: Listed after 2021 | 6 | 6 | 0 |
| Total final sample firms | 53 | 30 | 23 |
| Total firm-year observations | 371 | 210 | 161 |
| Less: Unavailability of data | 6 | 0 | 6 |
| Final sample firm-year observations | 365 | 210 (58%) | 155(42%) |
| Total | Banking | Non-bank financial institutions | |
|---|---|---|---|
| Total Listed firms | 59 | 36 | 23 |
| Less: Listed after 2021 | 6 | 6 | 0 |
| Total firm-year observations | 371 | 210 | 161 |
| Less: Unavailability of data | 6 | 0 | 6 |
| Year | Firm-year | ||||
|---|---|---|---|---|---|
| Banks | Non-bank financial institutions | Total | Percent | Cum | |
| Panel B: Year-wise distribution | |||||
| 2016 | 30 | 23 | 53 | 14.52 | 14.52 |
| 2017 | 30 | 23 | 53 | 14.52 | 29.04 |
| 2018 | 30 | 23 | 53 | 14.52 | 43.56 |
| 2019 | 30 | 23 | 53 | 14.52 | 58.08 |
| 2020 | 30 | 22 | 52 | 14.25 | 72.33 |
| 2021 | 30 | 22 | 52 | 14.25 | 86.58 |
| 2022 | 30 | 19 | 49 | 13.42 | 100.00 |
| Total | 210 | 155 | 365 | ||
| Year | Firm-year | ||||
|---|---|---|---|---|---|
| Banks | Non-bank financial institutions | Total | Percent | Cum | |
| 2016 | 30 | 23 | 53 | 14.52 | 14.52 |
| 2017 | 30 | 23 | 53 | 14.52 | 29.04 |
| 2018 | 30 | 23 | 53 | 14.52 | 43.56 |
| 2019 | 30 | 23 | 53 | 14.52 | 58.08 |
| 2020 | 30 | 22 | 52 | 14.25 | 72.33 |
| 2021 | 30 | 22 | 52 | 14.25 | 86.58 |
| 2022 | 30 | 19 | 49 | 13.42 | 100.00 |
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