Similarity and Correlation Insights:

• Similarity Matrix: The similarity matrix compiled the frequency with which participants paired items together. This helped in identifying strong, moderate, and weak relationships between the content items. Darker or higher values in the matrix indicated a strong association, highlighting providing insight into how participants naturally grouped content. Lower values indicated that items that were less frequently grouped together. This quantitative analysis informed the strategy in which content was perceived closely by the participants.