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Usability is a critical area of concern in the development of smartphone devices. In the present study, we aimed to determine whether changes in oxyhemoglobin concentration, as measured via functional near-infrared spectroscopy (fNIRS), are associated with the usability of touchscreen devices. Our findings indicate that interface usability can be predicted based on brain activity, as measured via...