The term 'Beats Me Gesture' is a combination of two words, 'Beats Me' and 'SHRUG'. 'Beats Me' is an expression used to indicate that one does not know the answer to a question or does not understand something. The gesture of a SHRUG is a physical gesture in which the shoulders are raised and lowered to indicate uncertainty or lack of knowledge. Together, the two words form a phrase that conveys a sense of confusion or lack of understanding.