This study extends perceived convenience to Davis' technology acceptance model (TAM) to discuss the factors influencing mobile English learning acceptance and relationships among these factors. Participants of this study were 158 students in a technical college located in Central Taiwan. Two weeks after the students were involved in an English learning program through PDA, the researchers collected the construct data through questionnaires. SmartPLS was used as the SEM analysis tool. Research findings show that perceived convenience, perceived ease of use, and perceived usefulness are the antecedents of mobile English learning acceptance. Specifically, perceived convenience, perceived ease of use, and perceived usefulness positively and significantly influence attitude toward using; perceived usefulness and attitude toward using positively and significantly affect continuance intention. Overall, findings of this study showed fine predictive and explanatory power of users' mobile English learning accep tance.