University Study: Quantitative Analysis Report of Footwear Interfaces

This report presents a quantitative analysis of a footwear user study involving 22 participants. The study investigated the impact of different audio frequencies on user behavior, specifically focusing on variables like weight, dominance, and straightness. The report details data cleaning procedures, including handling missing values, and provides descriptive statistics for key variables. It utilizes confidence intervals and ANOVA tests to address research questions, such as whether frequency levels affect the audio interface. The findings suggest that different audio frequencies do not significantly affect the variables analyzed, with the high-frequency potentially influencing user behavior the most. The report concludes by summarizing the key findings and referencing relevant statistical and usability research.