{"id":3578,"date":"2025-12-01T00:00:00","date_gmt":"2025-12-01T08:00:00","guid":{"rendered":"https:\/\/www.carnegiefoundation.org\/?p=3578"},"modified":"2026-03-16T13:16:40","modified_gmt":"2026-03-16T20:16:40","slug":"learning-through-iterative-testing-pdsa-video-series-4","status":"publish","type":"post","link":"https:\/\/www.carnegiefoundation.org\/learning-through-iterative-testing-pdsa-video-series-4\/","title":{"rendered":"Learning Through Iterative Testing (PDSA Video Series #4)"},"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-23.png\" alt=\"\" class=\"wp-image-3579\" srcset=\"https:\/\/www.carnegiefoundation.org\/wp-content\/uploads\/2026\/01\/image-23.png 575w, https:\/\/www.carnegiefoundation.org\/wp-content\/uploads\/2026\/01\/image-23-240x300.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>This video delves into the Study and Act steps of the Plan-Do-Study-Act (PDSA) cycle, focusing on how to surface learning from the test of a change idea to guide decisions about next steps. It also discusses how to plan for iterative testing cycles to refine a change idea and build evidence for a theory of improvement.<\/p>\n\n\n\n<p><em>This is the fourth video in a five-part series focused on deepening improvers\u2019 knowledge of and skills in conducting PDSA cycles to test and refine change ideas designed to improve specific outcomes.<\/em><\/p>\n\n\n\n<p>During this video, the presenter discusses key considerations to attend to during the Study step of the PDSA cycle, emphasizing the importance of analyzing data, revisiting predictions, and surfacing assumptions when reflecting on a test individually or with a group. This evidence and reflection informs the decision during the Act step to adopt, adapt or abandon a change idea.<\/p>\n\n\n\n<p>Additionally, the video shares an example of how iterative testing (multiple PDSA cycles that build on each other) can be leveraged to refine a change idea over time and generate evidence to show whether the change is leading to the desired system outcomes.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-vimeo wp-block-embed-vimeo wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" src=\"https:\/\/player.vimeo.com\/video\/1116216137?h=8bdecc1979&amp;dnt=1&amp;app_id=122963\" width=\"1200\" height=\"675\" frameborder=\"0\" allow=\"autoplay; fullscreen; picture-in-picture; clipboard-write; encrypted-media; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\"><\/iframe>\n<\/div><\/figure>\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 class=\"gb-headline gb-headline-15957be1 gb-headline-text\">You Might Like<\/h2>\n\n\n<div class=\"gb-grid-wrapper 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srcset=\"https:\/\/www.carnegiefoundation.org\/wp-content\/uploads\/2026\/01\/Skills-Prog-822x484px.png 822w, https:\/\/www.carnegiefoundation.org\/wp-content\/uploads\/2026\/01\/Skills-Prog-822x484px-300x180.png 300w, https:\/\/www.carnegiefoundation.org\/wp-content\/uploads\/2026\/01\/Skills-Prog-822x484px-768x462.png 768w\" sizes=\"auto, (max-width: 822px) 100vw, 822px\" \/><\/figure>\n<\/div>\n\n<div class=\"gb-container gb-container-d509fede\">\n<h2 class=\"gb-headline gb-headline-03c3d1f8 gb-headline-text\">Carnegie Foundation and ETS Release Skills Progressions for Collaboration, Communication and Critical Thinking\u00a0<\/h2>\n\n<p class=\"gb-headline gb-headline-9fa906de dcs_blueChevron gb-headline-text\"><a href=\"https:\/\/www.carnegiefoundation.org\/carnegie-foundation-and-ets-release-skills-progressions-for-collaboration-communication-and-critical-thinking\/\">Read more<\/a><\/p>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n<\/div><\/div>\n\n<div class=\"gb-grid-column 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class=\"fsb-flexible-spacer__device fsb-flexible-spacer__device--sm\" style=\"height:100px\"><\/div><\/div>\n\n<\/div>","protected":false},"excerpt":{"rendered":"<p>This video delves into the Study and Act steps of the Plan-Do-Study-Act (PDSA) cycle, focusing on how to surface learning &#8230; <a title=\"Learning Through Iterative Testing (PDSA Video Series #4)\" class=\"read-more\" href=\"https:\/\/www.carnegiefoundation.org\/learning-through-iterative-testing-pdsa-video-series-4\/\" aria-label=\"Read more about Learning Through Iterative Testing (PDSA Video Series #4)\">Read more<\/a><\/p>\n","protected":false},"author":2,"featured_media":3579,"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-3578","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>Learning Through Iterative Testing (PDSA Video Series #4) - 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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