{"id":3695,"date":"2025-12-01T12:00:00","date_gmt":"2025-12-01T20:00:00","guid":{"rendered":"https:\/\/www.carnegiefoundation.org\/?p=3695"},"modified":"2026-01-28T09:32:39","modified_gmt":"2026-01-28T17:32:39","slug":"using-data-for-improvement-pareto-graph-activity","status":"publish","type":"post","link":"https:\/\/www.carnegiefoundation.org\/using-data-for-improvement-pareto-graph-activity\/","title":{"rendered":"Using Data for Improvement: Pareto Graph Activity"},"content":{"rendered":"<div class=\"gb-container gb-container-9f092ff3\">\n<div class=\"gb-container gb-container-f749780f\">\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"575\" height=\"720\" src=\"https:\/\/www.carnegiefoundation.org\/wp-content\/uploads\/2026\/01\/image-66.png\" alt=\"\" class=\"wp-image-3699\" srcset=\"https:\/\/www.carnegiefoundation.org\/wp-content\/uploads\/2026\/01\/image-66.png 575w, https:\/\/www.carnegiefoundation.org\/wp-content\/uploads\/2026\/01\/image-66-240x300.png 240w\" sizes=\"auto, (max-width: 575px) 100vw, 575px\" \/><\/figure>\n<\/div>\n\n\n<div aria-hidden=\"true\" class=\"wp-block-fsb-flexible-spacer fsb-flexible-spacer\"><div class=\"fsb-flexible-spacer__device fsb-flexible-spacer__device--lg\" style=\"height:64px\"><\/div><div class=\"fsb-flexible-spacer__device fsb-flexible-spacer__device--md\" style=\"height:64px\"><\/div><div class=\"fsb-flexible-spacer__device fsb-flexible-spacer__device--sm\" style=\"height:64px\"><\/div><\/div>\n\n\n\n<p>In this activity, participants will explore how a pareto graph can be leveraged to analyze variation in data and better understand a problem and potential root causes. Facilitators may use this activity when introducing causal system analysis tools or techniques for analyzing local data related to a problem.<\/p>\n\n\n\n<p>The Pareto Principle is a useful tool when analyzing the frequency of causes of a problem or a gap in performance to determine the key causes to address or remove. The Pareto Principle or \u201c80-20 rule\u201d states that for many outcomes, roughly 80% of consequences come from about 20% of causes.&nbsp;<\/p>\n\n\n\n<p>This activity provides an introduction to using data to better understand a problem, highlighting Pareto Graphs as one tool teams can use to analyze local data.<\/p>\n\n\n\n<p>This set of resources includes the following materials:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Pareto Graph Activity: Facilitator\u2019s Guide<\/strong>&nbsp;\u2013 Outlines the activity objectives and structure<\/li>\n\n\n\n<li><strong>Pareto Graph Activity: Introductory Slide<\/strong>s \u2013 Introduces the Pareto Principle and provides an example of how to create a Pareto Chart; also includes the answer key for the small group activity<\/li>\n\n\n\n<li><strong>Participant Handouts<\/strong>&nbsp;\u2013 Includes data for sample problem (attrition in developmental math sequence) and blank template for creating a Pareto Chart<\/li>\n<\/ul>\n\n\n\n<p>During this activity, participants will create a Pareto Graph to better understand the variation in a data set about different causes of a sample problem and use the graph to identify which causes contribute to the problem most significantly. The activity begins with a brief overview of the Pareto Principle and how to create a Pareto Chart based on an example (see introductory slides below). Participants then have the opportunity to create a Pareto Chart in small groups using sample data from a community college, which tracks student attrition in the developmental math course sequence.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.carnegiefoundation.org\/wp-content\/uploads\/2026\/01\/Pareto-Graph-Activity_Facilitators-Guide.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Download Pareto Graph Activity: Facilitator\u2019s Guide (PDF)<\/strong><\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.carnegiefoundation.org\/wp-content\/uploads\/2026\/01\/Pareto-Graph-Activity_Introductory-Slides.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Download or Copy Introductory Slides<\/strong><\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.carnegiefoundation.org\/wp-content\/uploads\/2026\/01\/Pareto-Graph-Activity-Participant-Handouts.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Download Participant Handouts (PDF)<\/strong><\/a><\/p>\n\n<\/div>\n<\/div>\n\n\n<div aria-hidden=\"true\" class=\"wp-block-fsb-flexible-spacer fsb-flexible-spacer\"><div class=\"fsb-flexible-spacer__device fsb-flexible-spacer__device--lg\" style=\"height:80px\"><\/div><div class=\"fsb-flexible-spacer__device fsb-flexible-spacer__device--md\" style=\"height:80px\"><\/div><div class=\"fsb-flexible-spacer__device fsb-flexible-spacer__device--sm\" style=\"height:80px\"><\/div><\/div>\n\n\n<div class=\"gb-container gb-container-e3118763 alignfull\">\n\n<div aria-hidden=\"true\" class=\"wp-block-fsb-flexible-spacer fsb-flexible-spacer\"><div class=\"fsb-flexible-spacer__device fsb-flexible-spacer__device--lg\" style=\"height:56px\"><\/div><div class=\"fsb-flexible-spacer__device fsb-flexible-spacer__device--md\" style=\"height:56px\"><\/div><div class=\"fsb-flexible-spacer__device fsb-flexible-spacer__device--sm\" style=\"height:56px\"><\/div><\/div>\n\n\n<div class=\"gb-container gb-container-0130b7b6\">\n\n<h2 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class=\"fsb-flexible-spacer__device fsb-flexible-spacer__device--lg\" style=\"height:100px\"><\/div><div class=\"fsb-flexible-spacer__device fsb-flexible-spacer__device--md\" style=\"height:100px\"><\/div><div class=\"fsb-flexible-spacer__device fsb-flexible-spacer__device--sm\" style=\"height:100px\"><\/div><\/div>\n\n<\/div>","protected":false},"excerpt":{"rendered":"<p>In this activity, participants will explore how a pareto graph can be leveraged to analyze variation in data and better &#8230; <a title=\"Using Data for Improvement: Pareto Graph Activity\" class=\"read-more\" href=\"https:\/\/www.carnegiefoundation.org\/using-data-for-improvement-pareto-graph-activity\/\" aria-label=\"Read more about Using Data for Improvement: Pareto Graph Activity\">Read more<\/a><\/p>\n","protected":false},"author":2,"featured_media":3699,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":true,"inline_featured_image":false,"ghostkit_customizer_options":"","ghostkit_custom_css":"","ghostkit_custom_js_head":"","ghostkit_custom_js_foot":"","ghostkit_typography":"","footnotes":""},"categories":[70],"tags":[],"client_controls":[],"class_list":["post-3695","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-improvement-science-collection"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Using Data for Improvement: Pareto Graph Activity - Carnegie Foundation for the Advancement of Teaching<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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