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. 2022 Nov 3;13:1019050. doi: 10.3389/fpsyg.2022.1019050

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.