Mobile device usage refers to the increasing prevalence of smartphones, tablets, and other portable technology that consumers utilize for various activities, including communication, shopping, and information-seeking. This trend has significantly influenced consumer behavior, as the convenience and accessibility of mobile devices allow consumers to make purchasing decisions on-the-go and engage with brands more frequently.