Using the similarity matrix to surface card sorting insights (+template) - LogRocket Blog
Briefly

Open card sorting allows participants to create their own categories, providing insights into their mental models and grouping preferences for a similarity matrix.
Closed card sorting has limitations as participants can't create categories, hindering the ability to capture user dissatisfaction or uncover preferred alternative category structures.
Read at LogRocket Blog
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