Taking courses by continuing education (CE) providers is one of the main ways for adults to learning digital skills. CE is provided in either face-to-face (F2F) or online distance learning (ODL) mode. While F2F courses are natural and well-understood, ODL is flexible and less expensive. However, ODL lacks the natural teacher-student and student-student interaction. It is important to find out the factors that affect the adult learner's preferred learning mode for gaining digital skills. This study examined these factors by modifying the Unified Theory Of Acceptance And Use Of Technology (UTAUT). The authors modified the UTAUT by adding the reputation of the provider (RP) and price perception (PP) as moderators. The data from an online survey involving 125 adult learners was analyzed using Smart PLS 3.0. It was found that among the four original UTAUT constructs, social influence is not related to the attitude towards the preferred learning mode. Furthermore, RP has a significant moderation effect on the Performance Expectancy, and Effort Expectancy. Lastly, PP affects the Facilitating Conditions. The implication for CE providers is that they should try to maintain a good reputation for their CE courses. In particular, for MOOC platforms, the providers should have more courses that are created by professional bodies or universities. Interestingly, the adult learners perceive the price as an indicator of facilitating conditions. Hence, the provider should charge their courses that reflect the quality of the infrastructure of, and the support for, the technologies used in delivering those courses. (246 words).