Full model explaining brand memory
| Coefficient (SE) | t | p | |
|---|---|---|---|
| Outcome variable: Perceived human-likeness | |||
| X1: voice vs voice + IH | 0.21 (0.18) | 1.12 | 0.263 |
| X2: voice vs text | 0.63 (0.17) | 3.59 | 0.000 |
| X3: voice + IH vs text | 0.42 (0.17) | 2.52 | 0.012 |
| Outcome variable: Cognitive load | |||
| X1: voice vs voice + IH | −0.01 (0.19) | −0.03 | 0.979 |
| X2: voice vs text | −0.40 (0.18) | −2.18 | 0.030 |
| X3: voice + IH vs text | −0.39 (0.17) | −2.24 | 0.010 |
| Outcome variable: Persuasion knowledge | |||
| X1: voice vs voice + IH | 0.15 (0.17) | 0.91 | 0.364 |
| X2: voice vs text | 0.14 (0.16) | 0.87 | 0.384 |
| X3: voice + IH vs text | −0.01 (15) | −0.07 | 0.945 |
| Perceived Human-likeness | 0.04 (0.04) | 0.86 | 0.393 |
| Cognitive Load | 0.12 (0.04) | 2.96 | 0.003 |
| Outcome variable: Brand memory | |||
| X1: voice vs voice + IH | 0.82 (0.19) | 4.30 | 0.000 |
| X2: voice vs text | 0.43 (0.19) | 2.31 | 0.021 |
| X3: voice + IH vs text | −0.39 (0.18) | −2.23 | 0.027 |
| Perceived Human-likeness | 0.03 (0.05) | 0.51 | 0.609 |
| Cognitive Load | −0.10 (0.05) | −2.09 | 0.038 |
| Persuasion Knowledge | 0.23 (0.05) | 4.27 | 0.000 |
| Coefficient (SE) | |||
|---|---|---|---|
| X1: voice vs voice + IH | 0.21 (0.18) | 1.12 | 0.263 |
| X2: voice vs text | 0.63 (0.17) | 3.59 | 0.000 |
| X3: voice + IH vs text | 0.42 (0.17) | 2.52 | 0.012 |
| X1: voice vs voice + IH | −0.01 (0.19) | −0.03 | 0.979 |
| X2: voice vs text | −0.40 (0.18) | −2.18 | 0.030 |
| X3: voice + IH vs text | −0.39 (0.17) | −2.24 | 0.010 |
| X1: voice vs voice + IH | 0.15 (0.17) | 0.91 | 0.364 |
| X2: voice vs text | 0.14 (0.16) | 0.87 | 0.384 |
| X3: voice + IH vs text | −0.01 (15) | −0.07 | 0.945 |
| Perceived Human-likeness | 0.04 (0.04) | 0.86 | 0.393 |
| Cognitive Load | 0.12 (0.04) | 2.96 | 0.003 |
| X1: voice vs voice + IH | 0.82 (0.19) | 4.30 | 0.000 |
| X2: voice vs text | 0.43 (0.19) | 2.31 | 0.021 |
| X3: voice + IH vs text | −0.39 (0.18) | −2.23 | 0.027 |
| Perceived Human-likeness | 0.03 (0.05) | 0.51 | 0.609 |
| Cognitive Load | −0.10 (0.05) | −2.09 | 0.038 |
| Persuasion Knowledge | 0.23 (0.05) | 4.27 | 0.000 |
| Indirect effects | |||
|---|---|---|---|
| Confidence interval | |||
| Effect (SE) | Lower limit | Upper limit | |
| X1 → HL → M | 0.01 (0.01) | −0.02 | 0.04 |
| X2 → HL → M | 0.02 (0.03) | −0.05 | 0.09 |
| X3 → HL → M | 0.01 (0.02) | −0.04 | 0.06 |
| X1 → CL → M | 0.00 (0.02) | −0.04 | 0.05 |
| X2 → CL → M | 0.04 (0.03) | −0.002 | 0.11 |
| X3 → CL → M | 0.04 (0.03) | −0.003 | 0.10 |
| X1 → PK → M | 0.04 (0.04) | −0.04 | 0.12 |
| X2 → PK → M | 0.03 (0.04) | −0.04 | 0.11 |
| X3 → PK → M | −0.003 (0.04) | −0.08 | 0.07 |
| X1 → HL → PK → M | 0.00 (0.00) | −0.004 | 0.01 |
| X2 → HL → PK → M | 0.01 (0.01) | −0.01 | 0.02 |
| X3 → HL → PK → M | 0.004 (0.01) | −0.01 | 0.02 |
| X1 → CL → PK → M | 0.00 (0.01) | −0.01 | 0.01 |
| X2 → CL → PK → M | −0.01 (0.01) | −0.03 | −0.0006 |
| X3 → CL → PK → M | −0.01 (0.01) | −0.03 | −0.0004 |
| Confidence interval | |||
|---|---|---|---|
| Effect (SE) | Lower limit | Upper limit | |
| X1 → HL → M | 0.01 (0.01) | −0.02 | 0.04 |
| X2 → HL → M | 0.02 (0.03) | −0.05 | 0.09 |
| X3 → HL → M | 0.01 (0.02) | −0.04 | 0.06 |
| X1 → CL → M | 0.00 (0.02) | −0.04 | 0.05 |
| X2 → CL → M | 0.04 (0.03) | −0.002 | 0.11 |
| X3 → CL → M | 0.04 (0.03) | −0.003 | 0.10 |
| X1 → PK → M | 0.04 (0.04) | −0.04 | 0.12 |
| X2 → PK → M | 0.03 (0.04) | −0.04 | 0.11 |
| X3 → PK → M | −0.003 (0.04) | −0.08 | 0.07 |
| X1 → HL → PK → M | 0.00 (0.00) | −0.004 | 0.01 |
| X2 → HL → PK → M | 0.01 (0.01) | −0.01 | 0.02 |
| X3 → HL → PK → M | 0.004 (0.01) | −0.01 | 0.02 |
| X1 → CL → PK → M | 0.00 (0.01) | −0.01 | 0.01 |
| X2 → CL → PK → M | −0.01 (0.01) | −0.03 | −0.0006 |
| X3 → CL → PK → M | −0.01 (0.01) | −0.03 | −0.0004 |
Note(s): Perceived Human-likeness, F(5, 444) = 8.90, p < 0.001, R2 = 0.09; Cognitive Load, F(5, 444) = 2.73, p = 0.019, R2 = 0.03; Persuasion Knowledge, F(7, 442) = 3.44, p = 0.001, R2 = 0.05; Brand Memory, F(8, 441) = 11.78, p < 0.001, R2 = 0.18; controlled for brand familiarity, familiarity with virtual assistants, modality preference; IH = Interaction History; HL = Perceived Human-likeness; CL = Cognitive Load; PK = Persuasion Knowledge; M = Brand Memory
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