TABLE 5.
Results of multiple regression analysis. β represents a standard partial regression coefficient, and r represents a correlation coefficient. Only explanatory variables for which significant differences were found in any of the items are listed. Bolded figures indicate those with significant differences in β and a correlation coefficient r of 0.3 or more.
| Explanatory variables | Satisfaction | Understand | Empathy | |||
|---|---|---|---|---|---|---|
| Β | r | β | r | β | r | |
| (L2) System’s own rationale | 0.077 ∗∗ | 0.337 ∗∗∗ | 0.086 ∗∗∗ | 0.291 ∗∗∗ | 0.045 | 0.325 ∗∗∗ |
| (L3) System’s own experience | 0.056 | 0.006 | 0.010 | −0.045 | 0.070 ∗ | 0.014 |
| (L4) Hearsay experience | 0.090 ∗∗ | 0.321 ∗∗∗ | 0.091 ∗∗ | 0.315 ∗∗∗ | 0.140 ∗∗∗ | 0.353 ∗∗∗ |
| (L5) Similar to user experience | −0.332 ∗∗∗ | 0.0150 | −0.367 ∗∗∗ | −0.008 | −0.252 ∗∗ | 0.045 |
| (L8) Show empathy | 0.117 ∗∗∗ | 0.569 ∗∗∗ | 0.076 ∗∗ | 0.510 ∗∗∗ | 0.132 ∗∗∗ | 0.616 ∗∗∗ |
| (L1′) Empathy with rationale | 0.284 | 0.414 ∗∗∗ | 0.447 ∗∗ | 0.365 ∗∗∗ | 0.098 | 0.425 ∗∗∗ |
| (L2′) Empathy with own rationale | −0.386 | 0.348 ∗∗∗ | −0.622 ∗∗ | 0.261 ∗∗∗ | −0.248 | 0.345 ∗∗∗ |
| (L6′) Empathy with own feeling | 0.190 ∗∗∗ | 0.464 ∗∗∗ | 0.235 ∗∗∗ | 0.437 ∗∗∗ | 0.224 ∗∗∗ | 0.494 ∗∗∗ |
| R-square | 0.415 | 0.384 | 0.508 | |||
| Adjusted R-square | 0.408 | 0.373 | 0.499 | |||