TABLE 4.
Moderated mediation analysis examining the impact of platform reputation on the relationship between broadcasters’ expertise and consumers’ purchase intention with consumers’ trust as a moderator.
| Predictor | β | SE | t | LLCI | ULCI |
| Outcome: Consumer trust | |||||
| Constant | 4.60 | 0.58 | 7.90** | 3.45 | 5.74 |
| Broadcaster expertise | 0.38 | 0.09 | 4.06** | 0.20 | 0.57 |
| Platform reputation | 0.27 | 0.07 | 3.98** | 0.14 | 0.41 |
| Broadcaster expertise × platform reputation | 0.20 | 0.06 | 3.61** | 0.09 | 0.32 |
| Outcome: Purchase intention | |||||
| Constant | 3.66 | 0.63 | 5.75** | 2.41 | 4.91 |
| Broadcaster expertise | 0.22 | 0.09 | 2.34* | 0.03 | 0.40 |
| Consumer trust | 0.41 | 0.06 | 6.97** | 0.29 | 0.53 |
| Conditional bootstrap estimates for consumer trust | |||||
|
| |||||
| Platform reputation | Effect | Boot SE | Boot LLCI | Boot ULCI | |
|
| |||||
| –1 SD | 0.04 | 0.05 | –0.05 | 0.13 | |
| Mean | 0.16 | 0.05 | 0.06 | 0.27 | |
| +1 SD | 0.28 | 0.08 | 0.14 | 0.44 | |
Bootstrap sample size = 5000.
The level of confidence for all confidence intervals is 95%.
LL, Lower limit; CI, Confidence interval; UL, Upper limit.
N = 261.
*p < 0.05; **p < 0.01.