similar results demonstrated that more than 50% of subjects were aged 21–30 years old, more than 60% of subjects had university degrees and more than 70% of subjects had at least one-time m-commerce experience. It thus showed that this age range represented the Taiwanese-speaking m-commerce customers and can be processed for further statistical analysis.