The objective of this study is to develop an enhanced methodology for analysing  individuals' perceptions of discomfort due to the pressure exerted by over-ear  headphones. Using principal component analysis and K-means clustering, we  categorise 602 samples into six clusters and create representative Chinese  head-and-ear models. A pressure tester was then developed to quantify the  pressure exerted on head and ear regions by the headphone cushions. Thirty  participants representing the proportional distribution of each cluster, were  selected to eva...