Against the backdrop of increasing polarization in digital political communication, this study investigates the persuasion mechanisms of Political Social Media Influencers (PSMIs). Integrating the Elaboration Likelihood Model (ELM) and Trust Transfer Theory, we examine how influencer competencies-conceptualized as "Content Planning" (Central Route) and "Interaction" (Peripheral Route)-shape electronic word-of-mouth (e-WOM) via a serial mediation of "Influencer Trust" and "Political Party Trust."
The study employs a quantitative survey (n=861) in Taiwan and utilizes PLS-SEM with Multi-Group Analysis (MGA). We compare the persuasion paths across three distinct voter segments: "Traditional Party Supporters," "TPP (Taiwan People’s Party) Supporters," and the "Politically Alienated."
Results demonstrate that the aggregate model (treating all voters as homogenous) is misleading. The MGA reveals three distinct persuasion models: (1) Traditional Party Supporters follow a Central Route; their trust is significantly driven by "Content Planning." (2) TPP Supporters follow a Peripheral Route; their trust is exclusively driven by "Interaction." (3) The Politically Alienated exhibit a "Trust Firewall"; the critical trust transfer path (Influencer Trust → Party Trust) is non-existent, causing the entire persuasion chain to fail.
This study contributes to ELM by demonstrating that political tendency, as a proxy for motivation, not only determines which persuasion path is preferred but whether the persuasion model holds at all. Findings highlight the futility of "one-size-fits-all" political communication, providing critical insights for segmented strategies in a polarized era.