{"id":1073,"date":"2025-07-25T12:06:00","date_gmt":"2025-07-25T10:06:00","guid":{"rendered":"https:\/\/blogs.uef.fi\/isila\/?p=1073"},"modified":"2026-03-30T10:28:11","modified_gmt":"2026-03-30T08:28:11","slug":"uib-piloting-learning-analytics-in-statistics-course","status":"publish","type":"post","link":"https:\/\/blogs.uef.fi\/isila\/2025\/07\/25\/uib-piloting-learning-analytics-in-statistics-course\/","title":{"rendered":"UiB Piloting Learning Analytics in Statistics Course"},"content":{"rendered":"\n<p>The University of Bergen has piloted the use of learning analytics in its STAT110 Basic Course in Statistics through the ISILA project. This blended course offers first-year students with foundational probability theory and statistical analysis skills, fostering practical interpretation and application across nine interactive modules on the Canvas platform.<\/p>\n\n\n\n<p>In the pilot, anonymized data from student interactions, quizzes, and self-regulated learning surveys were harnessed via custom dashboards to monitor engagement and progress. The visualizations uncovered key patterns, like correlations between formative assessments and mandatory assignments, highlighting how students leverage quizzes for deeper understanding.<\/p>\n\n\n\n<p>Using these findings, the team is revamping the course: streamlining consent processes for broader data access, introducing student dashboards to promote self-reflection, and enhancing analytics with SRL-performance links and detailed quiz diagnostics. This initiative spotlights the promise of data-informed education while addressing privacy and applying more effective, inclusive statistics teaching in the future.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXev7QRpAyCKhAf-PpVScWzHnZy-bcoALtj_FCO5xw4xooCqegOInLSts-TLfv0VWeNo8yGTeAjilhWZAa5rO9EVM9MR54UcKJQh8eVGoQKfQ2K-Sg9TPT06iOZ37_p7W7W6EVnRn7K7Jq0uB0yB0RQ?key=lxH5bHO-OzKpGvW5cbyvKg\" alt=\"\" \/><\/figure>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The University of Bergen has piloted the use of learning analytics in its STAT110 Basic Course in Statistics through the ISILA project. This blended course offers first-year students with foundational probability theory and statistical analysis skills, fostering practical interpretation and application across nine interactive modules on the Canvas platform. In the pilot, anonymized data from [&hellip;]<\/p>\n","protected":false},"author":647,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[73],"tags":[41,76,44,14,75],"class_list":["post-1073","post","type-post","status-publish","format-standard","hentry","category-wp4","tag-erasmus","tag-interventions","tag-ka220-hed","tag-learning-analytics","tag-piloting"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>UiB Piloting Learning Analytics in Statistics Course - ISILA<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/blogs.uef.fi\/isila\/2025\/07\/25\/uib-piloting-learning-analytics-in-statistics-course\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"UiB Piloting Learning Analytics in Statistics Course - ISILA\" \/>\n<meta property=\"og:description\" content=\"The University of Bergen has piloted the use of learning analytics in its STAT110 Basic Course in Statistics through the ISILA project. This blended course offers first-year students with foundational probability theory and statistical analysis skills, fostering practical interpretation and application across nine interactive modules on the Canvas platform. In the pilot, anonymized data from [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/blogs.uef.fi\/isila\/2025\/07\/25\/uib-piloting-learning-analytics-in-statistics-course\/\" \/>\n<meta property=\"og:site_name\" content=\"ISILA\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-25T10:06:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-30T08:28:11+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXev7QRpAyCKhAf-PpVScWzHnZy-bcoALtj_FCO5xw4xooCqegOInLSts-TLfv0VWeNo8yGTeAjilhWZAa5rO9EVM9MR54UcKJQh8eVGoQKfQ2K-Sg9TPT06iOZ37_p7W7W6EVnRn7K7Jq0uB0yB0RQ?key=lxH5bHO-OzKpGvW5cbyvKg\" \/>\n<meta name=\"author\" content=\"ramyelmo\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"ramyelmo\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/blogs.uef.fi\/isila\/2025\/07\/25\/uib-piloting-learning-analytics-in-statistics-course\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/blogs.uef.fi\/isila\/2025\/07\/25\/uib-piloting-learning-analytics-in-statistics-course\/\"},\"author\":{\"name\":\"ramyelmo\",\"@id\":\"https:\/\/blogs.uef.fi\/isila\/#\/schema\/person\/c40515ff641743e5f73820aafb2d46d1\"},\"headline\":\"UiB Piloting Learning Analytics in Statistics Course\",\"datePublished\":\"2025-07-25T10:06:00+00:00\",\"dateModified\":\"2026-03-30T08:28:11+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/blogs.uef.fi\/isila\/2025\/07\/25\/uib-piloting-learning-analytics-in-statistics-course\/\"},\"wordCount\":153,\"commentCount\":0,\"image\":{\"@id\":\"https:\/\/blogs.uef.fi\/isila\/2025\/07\/25\/uib-piloting-learning-analytics-in-statistics-course\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXev7QRpAyCKhAf-PpVScWzHnZy-bcoALtj_FCO5xw4xooCqegOInLSts-TLfv0VWeNo8yGTeAjilhWZAa5rO9EVM9MR54UcKJQh8eVGoQKfQ2K-Sg9TPT06iOZ37_p7W7W6EVnRn7K7Jq0uB0yB0RQ?key=lxH5bHO-OzKpGvW5cbyvKg\",\"keywords\":[\"erasmus+\",\"interventions\",\"ka220-hed\",\"learning analytics\",\"piloting\"],\"articleSection\":[\"WP4\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/blogs.uef.fi\/isila\/2025\/07\/25\/uib-piloting-learning-analytics-in-statistics-course\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/blogs.uef.fi\/isila\/2025\/07\/25\/uib-piloting-learning-analytics-in-statistics-course\/\",\"url\":\"https:\/\/blogs.uef.fi\/isila\/2025\/07\/25\/uib-piloting-learning-analytics-in-statistics-course\/\",\"name\":\"UiB Piloting Learning Analytics in Statistics Course - 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