Impact of large deposits on net interest margin and Z-Score of across banking groups in India, 2013–2022
| NIM | Z-Score | NIM | Z-Score | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | |
| Variables | NPVTSB | OPVTSB | PSB | NPVTSB | OPVTSB | PSB | <=2017 | >2017 | <=2017 | > = 2018 |
| T20DEP | 0.002 | −0.013 | 0.033*** | −0.051* | −0.031* | −0.069** | 0.032*** | 0.008 | −0.023 | −0.048* |
| (0.010) | (0.010) | (0.009) | (0.029) | (0.018) | (0.028) | (0.010) | (0.012) | (0.019) | (0.027) | |
| CDR | 0.000 | 0.037*** | 0.013** | −0.007 | −0.035 | 0.040* | −0.002 | 0.017** | 0.009 | −0.002 |
| (0.002) | (0.011) | (0.005) | (0.011) | (0.024) | (0.023) | (0.001) | (0.009) | (0.019) | (0.015) | |
| CASAR | 0.039*** | 0.052*** | 0.029*** | −0.030 | −0.095*** | −0.017 | 0.040*** | 0.042*** | −0.013 | −0.035 |
| (0.010) | (0.008) | (0.009) | (0.031) | (0.022) | (0.022) | (0.010) | (0.011) | (0.015) | (0.024) | |
| NNPAR | −0.120*** | −0.132*** | −0.057*** | −0.263*** | −0.276*** | −0.152*** | −0.121*** | −0.078*** | −0.240*** | −0.136* |
| (0.018) | (0.036) | (0.010) | (0.081) | (0.070) | (0.042) | (0.026) | (0.017) | (0.052) | (0.071) | |
| SLSS | −3.886*** | −3.985** | 1.202 | −2.223 | 7.721 | 6.713 | 1.512 | −2.521** | 7.758* | 0.205 |
| (1.417) | (1.930) | (1.103) | (4.305) | (6.024) | (5.619) | (1.845) | (1.258) | (4.038) | (4.334) | |
| SPRIO | 7.846*** | 2.605*** | 1.629* | 0.054 | 4.709* | −2.413 | 6.003** | 5.736*** | 4.821 | −1.348 |
| (1.741) | (0.840) | (0.866) | (3.039) | (2.678) | (4.201) | (2.357) | (0.961) | (3.104) | (1.335) | |
| SUSL | 2.412 | 1.303 | −1.172 | 0.859 | 5.503 | −8.254*** | −3.451 | 2.903*** | 3.148 | 1.914 |
| (2.302) | (1.468) | (1.193) | (2.592) | (3.524) | (2.911) | (3.252) | (0.786) | (3.806) | (1.406) | |
| NLTA | −0.009 | −0.297** | −0.122* | −0.466 | −0.395 | −1.159*** | 0.018 | −0.125** | −0.857*** | −0.985*** |
| (0.140) | (0.124) | (0.064) | (0.355) | (0.395) | (0.182) | (0.116) | (0.057) | (0.139) | (0.138) | |
| GDPR | 0.003 | −0.013** | −0.008*** | −0.020 | 0.033 | 0.027 | −0.099* | −0.008* | 0.027 | 0.005 |
| (0.014) | (0.005) | (0.003) | (0.034) | (0.024) | (0.033) | (0.052) | (0.004) | (0.095) | (0.015) | |
| REP | 0.063 | −0.009 | 0.021 | 0.562** | 0.026 | −0.001 | −0.136 | 0.058 | −0.206 | 0.114 |
| (0.104) | (0.055) | (0.033) | (0.236) | (0.190) | (0.130) | (0.093) | (0.042) | (0.240) | (0.162) | |
| CTA | 1.411 | 0.566 | 2.145*** | 1.436 | 6.601*** | 3.098 | 4.056** | 2.320* | 4.394** | 0.031 |
| (1.729) | (0.700) | (0.510) | (6.343) | (2.145) | (2.958) | (1.788) | (1.268) | (1.777) | (3.622) | |
| Constant | 0.448 | 2.169* | 1.218 | 4.638 | 8.197*** | 12.184*** | 1.571 | −0.019 | 9.610*** | 12.559*** |
| (2.145) | (1.281) | (1.092) | (2.963) | (3.170) | (3.962) | (0.997) | (0.992) | (2.825) | (2.391) | |
| Observations | 97 | 118 | 211 | 92 | 118 | 209 | 236 | 190 | 230 | 189 |
| Number of bank id | 11 | 12 | 26 | 11 | 12 | 26 | 49 | 42 | 47 | 42 |
| Entity effects | YES | YES | YES | YES | YES | YES | YES | YES | YES | YES |
| Prob > F | 0.00*** | 0.00*** | 0.00*** | 0.00*** | 0.00*** | 0.00*** | 0.00*** | 0.00*** | 0.00*** | 0.00*** |
| Overall R2 | 0.813 | 0.686 | 0.689 | 0.508 | 0.456 | 0.476 | 0.566 | 0.834 | 0.608 | 0.514 |
| NIM | Z-Score | NIM | Z-Score | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | |
| Variables | NPVTSB | OPVTSB | PSB | NPVTSB | OPVTSB | PSB | <=2017 | >2017 | <=2017 | > = 2018 |
| T20DEP | 0.002 | −0.013 | 0.033*** | −0.051* | −0.031* | −0.069** | 0.032*** | 0.008 | −0.023 | −0.048* |
| (0.010) | (0.010) | (0.009) | (0.029) | (0.018) | (0.028) | (0.010) | (0.012) | (0.019) | (0.027) | |
| CDR | 0.000 | 0.037*** | 0.013** | −0.007 | −0.035 | 0.040* | −0.002 | 0.017** | 0.009 | −0.002 |
| (0.002) | (0.011) | (0.005) | (0.011) | (0.024) | (0.023) | (0.001) | (0.009) | (0.019) | (0.015) | |
| CASAR | 0.039*** | 0.052*** | 0.029*** | −0.030 | −0.095*** | −0.017 | 0.040*** | 0.042*** | −0.013 | −0.035 |
| (0.010) | (0.008) | (0.009) | (0.031) | (0.022) | (0.022) | (0.010) | (0.011) | (0.015) | (0.024) | |
| NNPAR | −0.120*** | −0.132*** | −0.057*** | −0.263*** | −0.276*** | −0.152*** | −0.121*** | −0.078*** | −0.240*** | −0.136* |
| (0.018) | (0.036) | (0.010) | (0.081) | (0.070) | (0.042) | (0.026) | (0.017) | (0.052) | (0.071) | |
| SLSS | −3.886*** | −3.985** | 1.202 | −2.223 | 7.721 | 6.713 | 1.512 | −2.521** | 7.758* | 0.205 |
| (1.417) | (1.930) | (1.103) | (4.305) | (6.024) | (5.619) | (1.845) | (1.258) | (4.038) | (4.334) | |
| SPRIO | 7.846*** | 2.605*** | 1.629* | 0.054 | 4.709* | −2.413 | 6.003** | 5.736*** | 4.821 | −1.348 |
| (1.741) | (0.840) | (0.866) | (3.039) | (2.678) | (4.201) | (2.357) | (0.961) | (3.104) | (1.335) | |
| SUSL | 2.412 | 1.303 | −1.172 | 0.859 | 5.503 | −8.254*** | −3.451 | 2.903*** | 3.148 | 1.914 |
| (2.302) | (1.468) | (1.193) | (2.592) | (3.524) | (2.911) | (3.252) | (0.786) | (3.806) | (1.406) | |
| NLTA | −0.009 | −0.297** | −0.122* | −0.466 | −0.395 | −1.159*** | 0.018 | −0.125** | −0.857*** | −0.985*** |
| (0.140) | (0.124) | (0.064) | (0.355) | (0.395) | (0.182) | (0.116) | (0.057) | (0.139) | (0.138) | |
| GDPR | 0.003 | −0.013** | −0.008*** | −0.020 | 0.033 | 0.027 | −0.099* | −0.008* | 0.027 | 0.005 |
| (0.014) | (0.005) | (0.003) | (0.034) | (0.024) | (0.033) | (0.052) | (0.004) | (0.095) | (0.015) | |
| REP | 0.063 | −0.009 | 0.021 | 0.562** | 0.026 | −0.001 | −0.136 | 0.058 | −0.206 | 0.114 |
| (0.104) | (0.055) | (0.033) | (0.236) | (0.190) | (0.130) | (0.093) | (0.042) | (0.240) | (0.162) | |
| CTA | 1.411 | 0.566 | 2.145*** | 1.436 | 6.601*** | 3.098 | 4.056** | 2.320* | 4.394** | 0.031 |
| (1.729) | (0.700) | (0.510) | (6.343) | (2.145) | (2.958) | (1.788) | (1.268) | (1.777) | (3.622) | |
| Constant | 0.448 | 2.169* | 1.218 | 4.638 | 8.197*** | 12.184*** | 1.571 | −0.019 | 9.610*** | 12.559*** |
| (2.145) | (1.281) | (1.092) | (2.963) | (3.170) | (3.962) | (0.997) | (0.992) | (2.825) | (2.391) | |
| Observations | 97 | 118 | 211 | 92 | 118 | 209 | 236 | 190 | 230 | 189 |
| Number of bank id | 11 | 12 | 26 | 11 | 12 | 26 | 49 | 42 | 47 | 42 |
| Entity effects | YES | YES | YES | YES | YES | YES | YES | YES | YES | YES |
| Prob > F | 0.00*** | 0.00*** | 0.00*** | 0.00*** | 0.00*** | 0.00*** | 0.00*** | 0.00*** | 0.00*** | 0.00*** |
| Overall | 0.813 | 0.686 | 0.689 | 0.508 | 0.456 | 0.476 | 0.566 | 0.834 | 0.608 | 0.514 |
Note(s): Robust standard errors are in parentheses
***p < 0.01, **p < 0.05, *p < 0.1
Figures in brackets are standard errors. ***, ** and * indicates statistical significance at 1%, 5% and 10%, respectively
Deposit concentration (T20D) is the key variable of interest. The table reports the effect of T20DEP on the NIM and Z-Score. Columns (1), (2), (3), (4), (5) and (6) report results between bank ownership groups: new private sector banks (NPVTSB), old private sector banks (OPVTSB) and public sector banks (PSB). New public sector banks were incorporated post liberalization and de-regularization of Indian economy in 1990. Old private sector banks existed since the beginning of the 20th century, and the public sector banks are the resultant of nationalization of the private sector banks in 1969 and 1980 where the government holds minimum 51% stake. Column (7), (8), (9) and (10) report the results during two time periods (2013–2017) and (2018–2022)
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