The effect of Fintech on competitiveness (DEP)
| Model 1 COMPONENT_FINTECH | Model 2 IN_HOUSE FINTECH | Model 3 COLL_FINTECH | ||||
|---|---|---|---|---|---|---|
| (1) | (2) | (1) | (2) | (1) | (2) | |
| Variables | Deposit | Deposit | Deposit | Deposit | Deposit | Deposit |
| FINTECH | 0.100*** | 0.106*** | 0.259*** | 0.306*** | 0.126*** | 0.121*** |
| (0.012) | (0.016) | (0.049) | (0.075) | (0.013) | (0.015) | |
| W_INDEP | 0.001* | 0.001* | 0.001* | 0.001* | 0.001 | 0.000 |
| (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | |
| FINTECH#W_INDEP | −0.000 | −0.001 | 0.000 | |||
| (0.000) | (0.001) | (0.000) | ||||
| ROA | −0.661 | −0.700 | −0.513 | −0.617 | −0.592 | −0.582 |
| (1.344) | (1.381) | (1.308) | (1.377) | (1.336) | (1.333) | |
| LNTA | −0.019*** | −0.019*** | −0.018*** | −0.018*** | −0.018*** | −0.018*** |
| (0.007) | (0.006) | (0.007) | (0.007) | (0.006) | (0.006) | |
| TIER | 0.251 | 0.263 | 0.587 | 0.598 | 0.425 | 0.416 |
| (0.542) | (0.544) | (0.592) | (0.594) | (0.541) | (0.543) | |
| RWA | −0.000 | −0.000 | −0.000 | −0.000 | −0.000 | −0.000 |
| (0.001) | (0.001) | (0.001) | (0.001) | (0.001) | (0.001) | |
| BODSIZE | −0.003 | −0.003 | −0.003 | −0.004 | −0.004 | −0.004 |
| (0.012) | (0.012) | (0.012) | (0.013) | (0.012) | (0.012) | |
| INTEREST | −4.695** | −4.684** | −4.876** | −4.862** | −4.715** | −4.724** |
| (1.825) | (1.817) | (1.925) | (1.915) | (1.848) | (1.850) | |
| CONSTANT | 21.721*** | 21.722*** | 21.628*** | 21.633*** | 21.557*** | 21.565*** |
| (0.182) | (0.182) | (0.175) | (0.176) | (0.183) | (0.182) | |
| YEAR FE | YES | YES | YES | YES | YES | YES |
| OBSERVATIONS | 442 | 442 | 442 | 442 | 442 | 442 |
| R-SQUARED | 0.310 | 0.311 | 0.246 | 0.248 | 0.315 | 0.315 |
| NUMBER OF BANKS | 104 | 104 | 104 | 104 | 104 | 104 |
| Model 1 | Model 2 | Model 3 | ||||
|---|---|---|---|---|---|---|
| (1) | (2) | (1) | (2) | (1) | (2) | |
| Variables | Deposit | Deposit | Deposit | Deposit | Deposit | Deposit |
| FINTECH | 0.100*** | 0.106*** | 0.259*** | 0.306*** | 0.126*** | 0.121*** |
| (0.012) | (0.016) | (0.049) | (0.075) | (0.013) | (0.015) | |
| W_INDEP | 0.001* | 0.001* | 0.001* | 0.001* | 0.001 | 0.000 |
| (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | |
| FINTECH#W_INDEP | −0.000 | −0.001 | 0.000 | |||
| (0.000) | (0.001) | (0.000) | ||||
| ROA | −0.661 | −0.700 | −0.513 | −0.617 | −0.592 | −0.582 |
| (1.344) | (1.381) | (1.308) | (1.377) | (1.336) | (1.333) | |
| LNTA | −0.019*** | −0.019*** | −0.018*** | −0.018*** | −0.018*** | −0.018*** |
| (0.007) | (0.006) | (0.007) | (0.007) | (0.006) | (0.006) | |
| TIER | 0.251 | 0.263 | 0.587 | 0.598 | 0.425 | 0.416 |
| (0.542) | (0.544) | (0.592) | (0.594) | (0.541) | (0.543) | |
| RWA | −0.000 | −0.000 | −0.000 | −0.000 | −0.000 | −0.000 |
| (0.001) | (0.001) | (0.001) | (0.001) | (0.001) | (0.001) | |
| BODSIZE | −0.003 | −0.003 | −0.003 | −0.004 | −0.004 | −0.004 |
| (0.012) | (0.012) | (0.012) | (0.013) | (0.012) | (0.012) | |
| INTEREST | −4.695** | −4.684** | −4.876** | −4.862** | −4.715** | −4.724** |
| (1.825) | (1.817) | (1.925) | (1.915) | (1.848) | (1.850) | |
| CONSTANT | 21.721*** | 21.722*** | 21.628*** | 21.633*** | 21.557*** | 21.565*** |
| (0.182) | (0.182) | (0.175) | (0.176) | (0.183) | (0.182) | |
| YEAR FE | YES | YES | YES | YES | YES | YES |
| OBSERVATIONS | 442 | 442 | 442 | 442 | 442 | 442 |
| R-SQUARED | 0.310 | 0.311 | 0.246 | 0.248 | 0.315 | 0.315 |
| NUMBER OF BANKS | 104 | 104 | 104 | 104 | 104 | 104 |
Note(s): Robust standard errors in parentheses ***p < 0.01, **p < 0.05 and *p < 0.1
Source(s): Authors' own creation
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