TikTok Shop's live streaming drives fashion MSMEs amid Indonesia's social commerce surge. This study examines live streaming strategy and consumer behavior's impact on purchasing decisions using a quantitative survey of 104 purposive-sampled TikTok Shop users buying MSME fashion products. An online ordinal-scale questionnaire was analyzed via non-parametric tests (Spearman correlation, Kruskal-Wallis) and curve estimation. Results show moderate correlation for live streaming (rho=0.512, p=0.000), strong for consumer behavior (rho=0.668, p=0.000), with cubic models yielding R²=0.215 (X1-Y) and R²=0.396 (X2-Y); multicollinearity noted. Both factors synergistically influence decisions, with consumer behavior dominant; MSMEs should optimize interactions and behavioral insights..
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