“…Our findings help to better explain how anthropomorphism facilitates or inhibits consumer usage intention and respond to the call by Broadbent (2017) and Wirtz et al (2018) to positively extend research on mediation models of anthropomorphism influencing positive consumer usage behavior. Moreover, although the claims of Rafiq et al (2022) and Meli an-Gonz alez et al (2021) emphasize the "uncanny valley phenomenon" in anthropomorphic theory (Mori, 1970, and previous studies have concentrated almost exclusively on the negative consequences between anthropomorphism and perceived risk, such as fear of deception, privacy, unemployment, loss of security and relationships, disappointment (Choi et al, 2021), replacement of humans (Huang and Rust, 2018) and deviant consumer behavior (Dootson et al, 2023). Therefore, this research also develops previous research by arguing that anthropomorphism can act as a facilitator, showing an curvilinear (inverted U-shaped) relationship with perceived risk.…”