Therefore, hypotheses H6-1 and H6-2 were verified. The standardized co-efficient was 0.077 (P50.001), which is higher than social media usage. The R2 and the adjusted R2 were increased; the first model’s R2 was 0.358, and the second model’s was 0.364 at a 0.1% significance level.