Bivariate correlations matrix for all variables except categorial control variables
| Variables | (1) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) |
|---|---|---|---|---|---|---|---|---|---|
| (1) Process duration | 1.000 | ||||||||
| (4) Number of securities | 0.099*** | 1.000 | |||||||
| (5) Contract creation automation | 0.123*** | 0.022*** | 1.000 | ||||||
| (6) Standardization | −0.085** | −0.105*** | 0.064*** | 1.000 | |||||
| (7) Resource utilization | 0.168*** | −0.004*** | 0.021*** | 0.021* | 1.000 | ||||
| (8) Error frequency | 0.200*** | 0.053*** | −0.129*** | −0.103*** | −0.089*** | 1.000 | |||
| (9) Documentation | 0.102*** | 0.056*** | −0.296*** | −0.371† | −0.035*** | 0.160** | 1.000 | ||
| (10) Employee training | −0.090*** | 0.005*** | 0.084*** | 0.134*** | 0.003*** | 0.007*** | 0.013*** | 1.000 | |
| (11) System discontinuities | 0.191*** | 0.020*** | 0.080*** | 0.068*** | 0.121*** | 0.090*** | −0.023*** | 0.014*** | 1,000 |
| Variables | (1) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) |
|---|---|---|---|---|---|---|---|---|---|
| (1) Process duration | 1.000 | ||||||||
| (4) Number of securities | 0.099*** | 1.000 | |||||||
| (5) Contract creation automation | 0.123*** | 0.022*** | 1.000 | ||||||
| (6) Standardization | −0.085** | −0.105*** | 0.064*** | 1.000 | |||||
| (7) Resource utilization | 0.168*** | −0.004*** | 0.021*** | 0.021* | 1.000 | ||||
| (8) Error frequency | 0.200*** | 0.053*** | −0.129*** | −0.103*** | −0.089*** | 1.000 | |||
| (9) Documentation | 0.102*** | 0.056*** | −0.296*** | −0.371† | −0.035*** | 0.160** | 1.000 | ||
| (10) Employee training | −0.090*** | 0.005*** | 0.084*** | 0.134*** | 0.003*** | 0.007*** | 0.013*** | 1.000 | |
| (11) System discontinuities | 0.191*** | 0.020*** | 0.080*** | 0.068*** | 0.121*** | 0.090*** | −0.023*** | 0.014*** | 1,000 |
Note(s): Pearson and Polyserial correlation coefficients are shown. n = 296. †p < 0.10, *p < 0.05, **p < 0.01, ***p < 0.001