“…Considering the inconsistent findings, the significant predictors affecting CIU are not clearly outlined. Given the peculiarities of ordering food and beverage online rather than going to restaurants and based on existing literature related to technology acceptance (i.e., Technology Acceptance Model) and OFD-related literature ( Cho, Bonn, & Li, 2019 ; Gunden et al, 2020 ; Ray & Bala, 2021 ; Ray, Dhir, Bala, & Kaur, 2019 ; Roh & Park, 2019 ; Suhartanto, Helmi Ali, Tan, Sjahroeddin, & Kusdibyo, 2019 ; Won et al, 2017 ; Yeo, Goh, & Rezaei, 2017 ; Zhao & Bacao, 2020 ), Study 1 employs the six variables to predict customer intention to use OFD services. Moreover, two factors adopted from the Health Belief Model — perceived severity and perceived vulnerability—were included in Study 2 to reflect the COVID-19 pandemic context.…”