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. 2023 Jul 25;10:960087. doi: 10.3389/frobt.2023.960087

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