Regression results
| Variables | Model 1 | Model 2 | ||||
|---|---|---|---|---|---|---|
| Intercept | 7.893*** | (0.677) | [6.561; 9.225] | 6.782*** | (0.819) | [5.169; 8.395] |
| Control dummiesa | ||||||
| Savings banks | −0.308 | (0.572) | [−1.434; 0.819] | −0.515 | (0.558) | [−1.611; 0.584] |
| Private banks | −0.362 | (1.208) | [−2.741; 2.016] | −0.438 | (1.208) | [−2.816; 1.941] |
| TA2 | 0.502 | (0.764) | [−1.003; 2.006] | 3.448* | (1.445) | [0.603; 6.293] |
| TA3 | 0.004 | (0.767) | [−1.505; 1.514] | 6.391* | (2.685) | [1.104; 11.677] |
| TA4 | 0.682 | (0.644) | [−0.585; 1.949] | 1.565 | (1.271) | [−0.937; 4.066] |
| TA5 | 2.042† | (1.169) | [−0.260; 4.343] | 1.564 | (1.146) | [−0.692; 3.820] |
| TA6 | 0.895 | (2.101) | [−3.224; 5.031] | −0.291 | (2.539) | [−5.289; 4.708] |
| Main effects | ||||||
| STAND2 | −0.198 | (0.225) | [−0.641; 0.246] | −0.149 | (0.218) | [−0.579; 0.280] |
| CCD | 0.589* | (0.227) | [0.142; 1.037] | 0.509* | (0.221) | [0.074; 0.944] |
| AUT | 0.817*** | (0.229) | [0.365; 1.268] | 0.827*** | (0.224) | [0.385; 1.269] |
| SEC | 0.273 | (0.214) | [−0.148; 0.694] | 0.312 | (0.208) | [−0.098; 0.722] |
| DOCUb | −1.172† | (0.635) | [−2.423; 0.078] | 0.429 | (0.935) | [−1.411; 2.269] |
| log(UT/(1-UT)) | 0.764*** | (0.224) | [0.324; 1.204] | 0.831*** | (0.217) | [0.403; 1.259] |
| TRAIN | −0.318 | (0.216) | [−0.744; 0.108] | 1.049* | (0.437) | [0.189; 1.909] |
| ERR | 0.939*** | (0.222) | [0.502; 1.375] | 0.981*** | (0.214) | [0.559; 1.402] |
| APP | 0.360 | (0.243) | [−0.118; 0.839] | 0.385 | (0.238) | [−0.083; 0.853] |
| Interaction effects | ||||||
| ERR ‧ SEC | −0.576** | (0.209) | [−0.987; −0.164] | |||
| TRAIN ‧ TA2 | −3.148** | (0.963) | [−5.045; −1.251] | |||
| TRAIN ‧ TA3 | −1.009 | (0.727) | [−2.440; 0.422] | |||
| TRAIN ‧ TA4 | −1.802*** | (0.531) | [−2.847; −0.757] | |||
| TRAIN ‧ TA5 | −1.366 | (0.877) | [−3.092; 0.362] | |||
| TRAIN ‧ TA6 | 0.330 | (3.073) | [−5.720; 6.380] | |||
| AUT ‧ TRAIN | 0.449* | (0.214) | [0.027; 0.871] | |||
| DOCU ‧ TA2 | −3.435* | (1.658) | [−6.700; −0.170] | |||
| DOCU ‧ TA3 | −7.072* | (2.834) | [−12.651; −1.491] | |||
| DOCU ‧ TA4 | −1.323 | (1.361) | [−4.001; 1.355] | |||
| DOCU ‧ TA5 | NA | (NA) | ||||
| DOCU ‧ TA6 | NA | (NA) | ||||
| Adj. R2 | 0.156*** | 0.226*** | ||||
| Δ adj. R2 | 0.07*** | |||||
| Variables | Model 1 | Model 2 | ||||
|---|---|---|---|---|---|---|
| Intercept | 7.893*** | (0.677) | [6.561; 9.225] | 6.782*** | (0.819) | [5.169; 8.395] |
| Savings banks | −0.308 | (0.572) | [−1.434; 0.819] | −0.515 | (0.558) | [−1.611; 0.584] |
| Private banks | −0.362 | (1.208) | [−2.741; 2.016] | −0.438 | (1.208) | [−2.816; 1.941] |
| TA2 | 0.502 | (0.764) | [−1.003; 2.006] | 3.448* | (1.445) | [0.603; 6.293] |
| TA3 | 0.004 | (0.767) | [−1.505; 1.514] | 6.391* | (2.685) | [1.104; 11.677] |
| TA4 | 0.682 | (0.644) | [−0.585; 1.949] | 1.565 | (1.271) | [−0.937; 4.066] |
| TA5 | 2.042† | (1.169) | [−0.260; 4.343] | 1.564 | (1.146) | [−0.692; 3.820] |
| TA6 | 0.895 | (2.101) | [−3.224; 5.031] | −0.291 | (2.539) | [−5.289; 4.708] |
| STAND2 | −0.198 | (0.225) | [−0.641; 0.246] | −0.149 | (0.218) | [−0.579; 0.280] |
| CCD | 0.589* | (0.227) | [0.142; 1.037] | 0.509* | (0.221) | [0.074; 0.944] |
| AUT | 0.817*** | (0.229) | [0.365; 1.268] | 0.827*** | (0.224) | [0.385; 1.269] |
| SEC | 0.273 | (0.214) | [−0.148; 0.694] | 0.312 | (0.208) | [−0.098; 0.722] |
| DOCUb | −1.172† | (0.635) | [−2.423; 0.078] | 0.429 | (0.935) | [−1.411; 2.269] |
| log(UT/(1-UT)) | 0.764*** | (0.224) | [0.324; 1.204] | 0.831*** | (0.217) | [0.403; 1.259] |
| TRAIN | −0.318 | (0.216) | [−0.744; 0.108] | 1.049* | (0.437) | [0.189; 1.909] |
| ERR | 0.939*** | (0.222) | [0.502; 1.375] | 0.981*** | (0.214) | [0.559; 1.402] |
| APP | 0.360 | (0.243) | [−0.118; 0.839] | 0.385 | (0.238) | [−0.083; 0.853] |
| ERR ‧ SEC | −0.576** | (0.209) | [−0.987; −0.164] | |||
| TRAIN ‧ TA2 | −3.148** | (0.963) | [−5.045; −1.251] | |||
| TRAIN ‧ TA3 | −1.009 | (0.727) | [−2.440; 0.422] | |||
| TRAIN ‧ TA4 | −1.802*** | (0.531) | [−2.847; −0.757] | |||
| TRAIN ‧ TA5 | −1.366 | (0.877) | [−3.092; 0.362] | |||
| TRAIN ‧ TA6 | 0.330 | (3.073) | [−5.720; 6.380] | |||
| AUT ‧ TRAIN | 0.449* | (0.214) | [0.027; 0.871] | |||
| DOCU ‧ TA2 | −3.435* | (1.658) | [−6.700; −0.170] | |||
| DOCU ‧ TA3 | −7.072* | (2.834) | [−12.651; −1.491] | |||
| DOCU ‧ TA4 | −1.323 | (1.361) | [−4.001; 1.355] | |||
| DOCU ‧ TA5 | NA | (NA) | ||||
| DOCU ‧ TA6 | NA | (NA) | ||||
| 0.156*** | 0.226*** | |||||
| 0.07*** | ||||||
Note(s): n = 296. Non-categorical independent variables are standardized. Standard errors in parentheses. Bootstrapped (1,000 reps) 95%-confidence intervals in brackets. †p < 0.10, *p < 0.05, **p < 0.01, ***p < 0.001. a “cooperative banks” and TA1 are the respective baseline category. b “no documentation” served as baseline category