“…Some scholars have researched product sales (Wang et al, 2023;Luo et al, 2021), sales performance (Liu et al, 2023a) and customer engagement (Qin et al, 2023;Yan et al, 2023;Zhai and Chen, 2023;Kang et al, 2021;Wongkitrungrueng and Assarut, 2020) in live e-commerce. Furthermore, researchers have studied the mechanism underlying stickiness from perspectives including the socio-technical approach , emotional labor (Shi et al, 2021), interactivity affordance (Ma, 2023), expectation confirmation theory (Shen et al, 2022) and information system success model (Bao and Zhu, 2023). The above studies have made significant contributions to the field of live e-commerce.…”