{"id":7618,"date":"2020-12-03T07:00:00","date_gmt":"2020-12-03T13:00:00","guid":{"rendered":"https:\/\/juneux.com\/blog\/?p=7618"},"modified":"2020-12-03T08:40:38","modified_gmt":"2020-12-03T14:40:38","slug":"how-to-conduct-an-open-card-sort-analysis-using-miro","status":"publish","type":"post","link":"https:\/\/juneux.com\/blog\/2020\/12\/how-to-conduct-an-open-card-sort-analysis-using-miro\/","title":{"rendered":"How to Conduct an Open Card Sort Analysis Using Miro"},"content":{"rendered":"\n<p class=\"has-medium-font-size\">Open card sort analysis is part science, part art. The raw data will tell you generally how people group and organize items, but luckily, UXers have a little creative license when writing the exact right label for each category.<\/p>\n\n\n\n<p>If you\u2019re a visual learner or want to experiment with a different way (other than Excel) to analyze an open card sort\u2026 onward!<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"656\" height=\"480\" src=\"https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/cluster_analysis_juneux-1.png\" alt=\"Cluster analysis showing relationships between items\" class=\"wp-image-7644\" srcset=\"https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/cluster_analysis_juneux-1.png 656w, https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/cluster_analysis_juneux-1-150x110.png 150w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><\/figure>\n\n\n\n<!--more-->\n\n\n\n<p>I\u2019m always experimenting with new methods and techniques, and so was excited to conduct an open card sort analysis using a free app I recently discovered in Miro, called \u201cClusterizer.\u201d&nbsp;<\/p>\n\n\n\n<p>To add this app, click the ellipses icon in the menu, then the blue + icon (in the upper right corner). Search for and install Clusterizer to your Miro account.<\/p>\n\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"391\" height=\"658\" src=\"https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/clusterizer.png\" alt=\"Clusterize app in Miro\" class=\"wp-image-7620\" srcset=\"https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/clusterizer.png 391w, https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/clusterizer-89x150.png 89w\" sizes=\"auto, (max-width: 391px) 85vw, 391px\" \/><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Step 1: Copy and Paste<\/h2>\n\n\n\n<p>First, I opened up my card sort results in Excel and conducted some minor hygiene (i.e., deleted unsorted cards).<\/p>\n\n\n\n<p>After I finished cleaning the data, I copied and pasted the cards and their respective user-generated labels into Miro. <em>Hint:<\/em> When you copy cells from a spreadsheet into Miro, each cell automagically creates a sticky note.&nbsp;This same shortcut works in Mural, too.<\/p>\n\n\n\n<p>Next, I color-coded the cards (in yellow) and categories (in blue), and then put them into&nbsp;their respective groups. Each group represents a unique card.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"1240\" height=\"509\" src=\"https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/grouping.png\" alt=\"Groups of sticky notes in Miro\" class=\"wp-image-7621\" srcset=\"https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/grouping.png 1240w, https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/grouping-150x62.png 150w, https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/grouping-768x315.png 768w, https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/grouping-1200x493.png 1200w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Step 2: Look for Patterns<\/h2>\n\n\n\n<p>To begin looking for patterns, I created simple affinity maps within each group. I looked for \u201cexact\u201d or \u201cclose\u201d matches and put each unique sub-group of sticky notes in its own row. &nbsp;<\/p>\n\n\n\n<p>For me, an example of a <em>close<\/em> match might be \u201celectrical appliances\u201d and &#8220;electric appliances.&#8221; I&#8217;m not making judgments yet about what the final labels should be. To remain open-minded, I use stricter rules for my groupings in this initial phase. <\/p>\n\n\n\n<p>Above, you can see rows of blue sticky notes. Each row includes only <em>close<\/em> and <em>exact<\/em> match labels. The green sticky notes are outliers.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Step 3: Look for Broader Patterns<\/h2>\n\n\n\n<p>Satisfied with my first round of affinity maps (i.e., blue rows), next, I completed a second pass by drawing a circle around similar sub-groups. <em>Now<\/em>, I&#8217;m starting to make subjective judgments about which groups are closer or further in similarity. My goal is to create distinct themes.<\/p>\n\n\n\n<p>For example, I might now draw a circle around \u201celectrical appliances\u201d and \u201csmall appliances,&#8221; and combine them into a larger group called \u201csmall appliances.\u201d<\/p>\n\n\n\n<p>Hot tip: I recommend consulting with an SEO specialist at this point in the analysis. They are a tremendous resource who can help weigh in on which label option is better (and why).<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Step 4: Add Labels to Cards<\/h2>\n\n\n\n<p>To do its magic, the Clusterizer app requires the use of the \u201ctags\u201d feature in Miro. So next, I added color-coded tags to each card.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"609\" height=\"359\" src=\"https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/add_labels.png\" alt=\"Add tags to sticky notes in Miro\" class=\"wp-image-7624\" srcset=\"https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/add_labels.png 609w, https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/add_labels-150x88.png 150w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><\/figure>\n\n\n\n<p>Note: There are only 12 possible tag colors in Miro. You can add more than 12 tags as long as you don&#8217;t mind duplicate colors. For me, it wasn\u2019t a big deal that some tags shared the same color-code.<\/p>\n\n\n\n<p>Below, research participants are telling me they would find toasters under &#8220;housewares&#8221; as well as &#8220;small appliances.&#8221; I don&#8217;t know which category is best yet, so I add both tags.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"614\" height=\"466\" src=\"https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/colorcode_labels.png\" alt=\"Color-code labels in Miro\" class=\"wp-image-7625\" srcset=\"https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/colorcode_labels.png 614w, https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/colorcode_labels-150x114.png 150w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><\/figure>\n\n\n\n<p>Once I&#8217;m finished tagging everything, now my sticky notes look like this: <\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"1076\" height=\"606\" src=\"https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/labeling-1.png\" alt=\"Tagged and grouped sticky notes in Miro\" class=\"wp-image-7627\" srcset=\"https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/labeling-1.png 1076w, https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/labeling-1-150x84.png 150w, https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/labeling-1-768x433.png 768w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Step 5: Clusterize<\/h2>\n\n\n\n<p>Finally, I selected all yellow sticky notes at once (but not the blue or green sticky notes), clicked the \u201cClusterizer\u201d app icon, and then the \u201cBuild\u201d button. Within a few seconds, my colorful cluster analysis appeared. I dragged it over to a blank area on my Miro board, and then moved the individual cards and circles around until I was satisfied with the visual presentation.<\/p>\n\n\n\n<p>Here, I can easily see that people tended to group more non-electrical kitchen items under \u201cHousewares\u201d and fewer electrical kitchen items under \u201cSmall Appliances.\u201d Sure, I probably could\u2019ve reached the same conclusion conducting the analysis in Excel, but wasn\u2019t this way cooler?<\/p>\n\n\n\n<p>(For confidentiality and illustrative purposes, I didn&#8217;t <em>really<\/em> conduct an open card sort analysis about housewares and small appliances. It was about something else.)<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"662\" height=\"516\" src=\"https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/cluster_analysis-1.png\" alt=\"Cluster analysis using Miro\" class=\"wp-image-7637\" srcset=\"https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/cluster_analysis-1.png 662w, https:\/\/juneux.com\/blog\/wp-content\/uploads\/2020\/12\/cluster_analysis-1-150x117.png 150w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><\/figure>\n\n\n\n<p>Have you tried the Clusterizer app yet? What did you use it for? Please tweet me at <a href=\"http:\/\/twitter.com\/kristineremer\">@KristineRemer<\/a>, I&#8217;d love to learn about other use cases. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Related Articles<\/h2>\n\n\n<ul class=\"wp-block-latest-posts__list wp-block-latest-posts\"><li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/juneux.com\/blog\/2023\/06\/discovering-hidden-insights-with-kano-analysis-a-case-study\/\">Discovering Hidden Insights with Kano Analysis: A Case Study<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/juneux.com\/blog\/2023\/05\/esat-csat-a-survey-alignment-love-story\/\">ESAT &#038; CSAT: A Survey Alignment Love Story<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/juneux.com\/blog\/2023\/05\/ux-research-toolbox-anatomy-of-a-compelling-narrative-for-your-ux-research-reports\/\">UX Research Toolbox: Anatomy of a Compelling Narrative for Your UX Research Reports<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/juneux.com\/blog\/2023\/05\/data-overload-how-to-manage-the-flow-of-cx-insights-effectively\/\">Data Overload? 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If you\u2019re a visual learner or want to experiment with a different way (other than Excel) &hellip; <a href=\"https:\/\/juneux.com\/blog\/2020\/12\/how-to-conduct-an-open-card-sort-analysis-using-miro\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;How to Conduct an Open Card Sort Analysis Using Miro&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[16],"tags":[],"class_list":["post-7618","post","type-post","status-publish","format-standard","hentry","category-user-research-3"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to Conduct an Open Card Sort Analysis Using Miro - 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