{"id":98507,"date":"2026-05-26T16:02:33","date_gmt":"2026-05-26T20:02:33","guid":{"rendered":"https:\/\/danielschristian.com\/learning-ecosystems\/?p=98507"},"modified":"2026-05-26T16:04:10","modified_gmt":"2026-05-26T20:04:10","slug":"where-does-your-institution-stand-saunders","status":"publish","type":"post","link":"http:\/\/danielschristian.com\/learning-ecosystems\/2026\/05\/26\/where-does-your-institution-stand-saunders\/","title":{"rendered":"Where does your institution stand? [Saunders]"},"content":{"rendered":"<p><a href=\"https:\/\/kylesaunders.com\/university-map\/\" target=\"_blank\" rel=\"noopener\"><strong>Mapping the Structural Divide<\/strong><\/a>\u00a0&#8212; from kylesaunders.com by Kyle Saunders<br \/>\n<em>Institutional Resilience, Post-College Market Position, and Artificial Intelligence Exposure Across 1,556 U.S. Colleges and Universities<\/em><\/p>\n<p style=\"padding-left: 40px;\"><strong>Where does your institution stand?<\/strong><br \/>\nU.S. four-year colleges and universities face compounding pressures \u2014 demographic decline, fiscal stress, and artificial intelligence \u2014 that will reshape the sector over the next decade. This project maps where 1,556 institutions are structurally positioned across two dimensions, using federal data anyone can verify.<\/p>\n<p style=\"padding-left: 40px;\">&#8230;<\/p>\n<p style=\"padding-left: 40px;\"><strong>X-axis: Institutional Resilience<\/strong><br \/>\nCan this institution absorb financial and enrollment shocks?<br \/>\nEndowment per student \u00b7 Revenue diversification \u00b7 Enrollment trend \u00b7 Admissions selectivity<\/p>\n<p style=\"padding-left: 40px;\"><strong>Y-axis: Post-College Market Position<\/strong><br \/>\nHow well does this institution position graduates for the labor market ahead?<br \/>\nCompletion rate \u00b7 Earnings-to-debt ratio \u00b7 AI exposure (inverted) \u00b7 Demographic trajectory<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mapping the Structural Divide\u00a0&#8212; from kylesaunders.com by Kyle Saunders Institutional Resilience, Post-College Market Position, and Artificial Intelligence Exposure Across 1,556 U.S. Colleges and Universities Where does your institution stand? U.S. four-year colleges and universities face compounding pressures \u2014 demographic decline, fiscal stress, and artificial intelligence \u2014 that will reshape the sector over the next decade. [&hellip;]<\/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":[322,356,61,115,302,159,71,3,74,385,321,214],"tags":[],"class_list":["post-98507","post","type-post","status-publish","format-standard","hentry","category-adjunct-faculty","category-artificial-intelligence-agents-llms-and-related","category-business-side-of-he","category-colleges","category-community-colleges","category-dangers-of-the-status-quo","category-faculty-staff","category-higher-education","category-leadership","category-michigan","category-united-states","category-universities"],"_links":{"self":[{"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/posts\/98507","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/comments?post=98507"}],"version-history":[{"count":3,"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/posts\/98507\/revisions"}],"predecessor-version":[{"id":98510,"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/posts\/98507\/revisions\/98510"}],"wp:attachment":[{"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/media?parent=98507"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/categories?post=98507"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/tags?post=98507"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}