{"id":8341,"date":"2026-07-08T21:15:40","date_gmt":"2026-07-08T13:15:40","guid":{"rendered":"https:\/\/moresourcing.com\/genai-success-metrics-look-beyond-reduced-workload\/"},"modified":"2026-07-08T21:15:40","modified_gmt":"2026-07-08T13:15:40","slug":"genai-success-metrics-look-beyond-reduced-workload","status":"publish","type":"post","link":"https:\/\/moresourcing.com\/ja\/genai-success-metrics-look-beyond-reduced-workload\/","title":{"rendered":"GenAI\u6210\u529f\u6307\u6a19\uff1a\u4f5c\u696d\u8ca0\u8377\u8efd\u6e1b\u3092\u8d85\u3048\u3066\u898b\u308b"},"content":{"rendered":"<p><\/p>\n<div>\n<aside class=\"article-ad ad-300  ad-300x250 ad-desktop\">\n<\/aside>\n<aside class=\"article-ad ad-300  ad-300x250 ad-mobile\">\n<\/aside>\n<figure class=\"article-inline\">\n<img fetchpriority=\"high\" decoding=\"async\" width=\"1290\" height=\"860\" alt=\"\" class=\"wp-image-127942\" srcset=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/07\/GenAI-Success-Metrics-Look-Beyond-Reduced-Workload.jpg 1290w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-300x200.jpg 300w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-150x100.jpg 150w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-768x512.jpg 768w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-764x509.jpg 764w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-382x255.jpg 382w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-870x580.jpg 870w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-435x290.jpg 435w\" data-lazy-sizes=\"(max-width: 1290px) 100vw, 1290px\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/07\/GenAI-Success-Metrics-Look-Beyond-Reduced-Workload.jpg\"\/><img fetchpriority=\"high\" decoding=\"async\" width=\"1290\" height=\"860\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/07\/GenAI-Success-Metrics-Look-Beyond-Reduced-Workload.jpg\" alt=\"\" class=\"wp-image-127942\" srcset=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/07\/GenAI-Success-Metrics-Look-Beyond-Reduced-Workload.jpg 1290w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-300x200.jpg 300w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-150x100.jpg 150w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-768x512.jpg 768w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-764x509.jpg 764w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-382x255.jpg 382w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-870x580.jpg 870w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/06\/Shah-1290x860-1-435x290.jpg 435w\" sizes=\"(max-width: 1290px) 100vw, 1290px\"\/><figcaption>\n<p class=\"attribution\">\u30de\u30c3\u30c8\u30fb\u30cf\u30ea\u30bd\u30f3\u30fb\u30af\u30e9\u30d5\/\u30a2\u30a4\u30b3\u30f3\u30fb\u30a4\u30e1\u30fc\u30b8\u30ba<\/p>\n<\/figcaption><\/figure>\n<div class=\"article-summary\"><strong class=\"article-summary__strong\">\u6982\u8981 <\/strong><\/p>\n<p>\u30d5\u30a3\u30e9\u30c7\u30eb\u30d5\u30a3\u30a2\u30fb\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30ab\u30ec\u30c3\u30b8\u3067\u306f\u3001\u751f\u6210AI\u30c4\u30fc\u30eb\u306f\u9b54\u6cd5\u306e\u3088\u3046\u306b\u4eba\u3005\u306e\u6642\u9593\u3092\u89e3\u653e\u3057\u305f\u308a\u3001\u5358\u4e00\u306e\u751f\u7523\u6027\u6307\u6a19\u3092\u5168\u4f53\u7684\u306b\u5411\u4e0a\u3055\u305b\u305f\u308a\u3057\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u5206\u6790\u306e\u7d50\u679c\u3001GenAI\u306f\u4e3b\u8981\u306a\u5f79\u5272\u3054\u3068\u306b\u7570\u306a\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5229\u70b9\u3092\u3082\u305f\u3089\u3057\u305f\u3053\u3068\u304c\u5224\u660e\u3057\u307e\u3057\u305f\u3002\u7d4c\u55b6\u5e79\u90e8\u306b\u306f\u6c7a\u65ad\u529b\u3001\u904b\u7528\u30ea\u30fc\u30c0\u30fc\u306b\u306f\u30b9\u30d4\u30fc\u30c9\u3001\u5b66\u751f\u5bfe\u5fdc\u306e\u5c02\u9580\u8077\u306b\u306f\u89e3\u6c7a\u52b9\u7387\u3067\u3059\u3002GenAI\u306e\u6210\u529f\u3092\u5224\u65ad\u3059\u308b\u969b\u306b\u306f\u3001\u7d44\u7e54\u306e\u4ed5\u4e8b\u306e\u5f62\u304c\u3069\u306e\u3088\u3046\u306b\u5909\u5316\u3057\u305f\u304b\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div>\n<aside class=\"callout-info\">\n<h4>\u7814\u7a76<\/h4>\n<p>\u8457\u8005\u3089\u306f\u3001\u7c73\u56fd\u306e\u5927\u898f\u6a21\u306a\u516c\u7acb\u9ad8\u7b49\u6559\u80b2\u6a5f\u95a2\u5185\u306e\u7ba1\u7406\u696d\u52d9\u306b\u3064\u3044\u3066\u30014\u5e74\u9593\u306b\u308f\u305f\u308b\u56fa\u5b9a\u671f\u9593\u306e\u89b3\u5bdf\u5206\u6790\u3092\u5b9f\u65bd\u3057\u307e\u3057\u305f\u3002\u751f\u6210AI\u30c4\u30fc\u30eb\u306f2026\u5e74\u306b\u3001\u7d44\u7e54\u5168\u4f53\u306e\u7d4c\u55b6\u5e79\u90e8\u3001\u904b\u7528\u30ea\u30fc\u30c0\u30fc\u3001\u5b66\u751f\u5bfe\u5fdc\u306e\u5c02\u9580\u8077\u306b\u5c0e\u5165\u3055\u308c\u307e\u3057\u305f\u3002\u8abf\u67fb\u671f\u9593\u4e2d\u3001\u4eba\u54e1\u30ec\u30d9\u30eb\u3068\u52b4\u50cd\u6642\u9593\u306f\u5b89\u5b9a\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u5206\u6790\u306f\u3001\u30bf\u30b9\u30af\u306e\u901f\u5ea6\u3084\u81ea\u52d5\u5316\u7387\u3067\u306f\u306a\u304f\u3001\u4ed5\u4e8b\u306e\u69cb\u6210\u3001\u610f\u601d\u6c7a\u5b9a\u306e\u8cea\u3001\u8abf\u6574\u30d1\u30bf\u30fc\u30f3\u306b\u7126\u70b9\u3092\u5f53\u3066\u307e\u3057\u305f\u3002<\/p>\n<\/aside>\n<p><span class=\"smr-leadin\">\u30ea\u30fc\u30c0\u30fc\u304c\u8a9e\u308b\u3068\u304d<\/span> \u751f\u6210AI\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u3001\u7e70\u308a\u8fd4\u3057\u51fa\u3066\u304f\u308b\u7d04\u675f\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u306f\u3001\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u304c\u6642\u9593\u3092\u7bc0\u7d04\u3059\u308b\u3068\u3044\u3046\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>\u30e1\u30fc\u30eb\u306e\u524a\u6e1b\u3002\u4f1a\u8b70\u306e\u524a\u6e1b\u3002\u7ba1\u7406\u696d\u52d9\u306e\u8ca0\u62c5\u8efd\u6e1b\u3002<\/p>\n<p>\u305d\u306e\u671f\u5f85\u304c\u3001\u591a\u304f\u306e\u7d44\u7e54\u304cGenAI\u304c\u300c\u6a5f\u80fd\u3057\u3066\u3044\u308b\u300d\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u65b9\u6cd5\u3092\u5f62\u4f5c\u308a\u3001\u4eba\u3005\u306e\u30ab\u30ec\u30f3\u30c0\u30fc\u304c\u7a81\u7136\u7a7a\u304b\u306a\u3044\u3053\u3068\u306b\u3057\u3070\u3057\u3070\u5931\u671b\u3059\u308b\u7406\u7531\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u79c1\u305f\u3061\u306e\u7d44\u7e54\u306b\u3068\u3063\u3066\u3001\u6642\u9593\u7bc0\u7d04\u306f\u6ce8\u76ee\u3059\u3079\u304d\u70b9\u3068\u3057\u3066\u306f\u9593\u9055\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u79c1\u305f\u3061\u304c\u5927\u898f\u6a21\u306a\u516c\u7acb\u9ad8\u7b49\u6559\u80b2\u6a5f\u95a2\u3067\u3042\u308b\u30d5\u30a3\u30e9\u30c7\u30eb\u30d5\u30a3\u30a2\u30fb\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30ab\u30ec\u30c3\u30b8\u3067\u76ee\u306b\u3057\u305f\u306e\u306f\u3001\u4ed5\u4e8b\u306e\u6e1b\u5c11\u3067\u306f\u306a\u304f\u3001 <em>\u5f62\u3092\u5909\u3048\u305f\u4ed5\u4e8b<\/em>\u3067\u3057\u305f\u30022026\u5e74\u306b\u751f\u6210AI\u304c\u7d44\u7e54\u306e\u65e5\u5e38\u696d\u52d9\u306b\u5c0e\u5165\u3055\u308c\u305f\u3068\u304d\u3001\u8abf\u6574\u4f5c\u696d\u306f\u6d88\u3048\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u305d\u308c\u306f\u4f1a\u8b70\u304b\u3089\u57f7\u7b46\u3078\u3001\u660e\u78ba\u5316\u304b\u3089\u3088\u308a\u660e\u78ba\u306a\u521d\u7a3f\u3078\u3001\u5f80\u5fa9\u306e\u719f\u8003\u304b\u3089\u610f\u601d\u6c7a\u5b9a\u306e\u8fc5\u901f\u306a\u5b8c\u4e86\u3078\u3068\u79fb\u884c\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u5b9f\u969b\u306b\u4f55\u304c\u5909\u308f\u3063\u305f\u306e\u304b\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u3001\u79c1\u305f\u3061\u306f1\u3064\u306e\u7ba1\u7406\u90e8\u9580\u5185\u306e3\u3064\u306e\u5c02\u9580\u8077\uff08\u7d4c\u55b6\u5e79\u90e8\u3001\u904b\u7528\u30ea\u30fc\u30c0\u30fc\u3001\u5b66\u751f\u5bfe\u5fdc\u306e\u5c02\u9580\u8077\uff09\u304c\u30014\u5e74\u9593\u306b\u308f\u305f\u308b\u540c\u30586\u9031\u9593\u306e\u671f\u9593\u306b\u3069\u306e\u3088\u3046\u306b\u50cd\u3044\u305f\u304b\u3092\u8abf\u67fb\u3057\u307e\u3057\u305f\u3002\u6d6e\u304b\u3073\u4e0a\u304c\u3063\u305f\u306e\u306f\u3001\u81ea\u52d5\u5316\u304c\u4eba\u3005\u306b\u53d6\u3063\u3066\u4ee3\u308f\u308b\u3068\u3044\u3046\u8a71\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u305d\u308c\u306f\u3001\u4ed5\u4e8b\u304c\u3069\u306e\u3088\u3046\u306b\u5f62\u6210\u3055\u308c\u3001\u5b8c\u4e86\u3055\u308c\u3001\u5f15\u304d\u7d99\u304c\u308c\u308b\u304b\u306b\u3064\u3044\u3066\u306e\u7269\u8a9e\u3067\u3057\u305f\u3002<\/p>\n<p>\u305d\u306e\u9055\u3044\u306f\u91cd\u8981\u3067\u3059\u3002AI\u3092\u7bc0\u7d04\u3055\u308c\u305f\u6642\u9593\u3060\u3051\u3067\u5224\u65ad\u3059\u308b\u7d44\u7e54\u306f\u3001\u771f\u306e\u5229\u76ca\u3092\u898b\u9003\u3057\u3001AI\u304c\u9759\u304b\u306b\u672c\u6765\u306e\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u7269\u8db3\u308a\u306a\u3055\u3092\u611f\u3058\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>3\u3064\u306e\u30b0\u30eb\u30fc\u30d7\u306eGenAI\u306b\u3088\u308b\u5229\u76ca<\/h3>\n<p>GenAI\u30c4\u30fc\u30eb\u306f2026\u5e74\u306b\u3001\u79c1\u305f\u3061\u306e\u5927\u5b66\u306e\u65e5\u5e38\u696d\u52d9\u306b\u767b\u5834\u3057\u307e\u3057\u305f\u3002GenAI\u304c3\u3064\u306e\u5c02\u9580\u8077\u30b0\u30eb\u30fc\u30d7\u306b\u4e0e\u3048\u305f\u5f71\u97ff\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u3001\u6bce\u5e74\u540c\u30586\u9031\u9593\u306e\u671f\u9593\uff082\u67081\u65e5\u304b\u30893\u670815\u65e5\uff09\u3092\u8abf\u67fb\u3057\u30012026\u5e74\u306e\u696d\u52d9\u3092\u904e\u53bb3\u5e74\u9593\u306e\u30d1\u30bf\u30fc\u30f3\u3068\u6bd4\u8f03\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u79c1\u305f\u3061\u306f\u300c\u4eba\u3005\u306f\u3069\u308c\u3060\u3051\u901f\u304f\u50cd\u3044\u305f\u304b\uff1f\u300d\u3068\u306f\u5c0b\u306d\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n<p>\u79c1\u305f\u3061\u306f\u300c\u5f7c\u3089\u306f\u3069\u306e\u3088\u3046\u306a\u7a2e\u985e\u306e\u4ed5\u4e8b\u3092\u751f\u307f\u51fa\u3057\u3066\u3044\u305f\u304b\uff1f\u300d\u3068\u5c0b\u306d\u307e\u3057\u305f\u3002<\/p>\n<p>4\u5e74\u9593\u3059\u3079\u3066\u3067\u4eba\u54e1\u30ec\u30d9\u30eb\u3068\u52b4\u50cd\u6642\u9593\u304c\u57fa\u672c\u7684\u306b\u540c\u3058\u3060\u3063\u305f\u305f\u3081\u3001\u89b3\u5bdf\u3055\u308c\u305f\u9055\u3044\u306f\u3001\u80fd\u529b\u306e\u5909\u5316\u3067\u306f\u306a\u304f\u3001\u4ed5\u4e8b\u306e\u884c\u308f\u308c\u65b9\u306e\u5909\u5316\u3092\u53cd\u6620\u3057\u3066\u3044\u307e\u3057\u305f\u3002 <\/p>\n<div class=\"article-authors\" id=\"article-authors\">\n<h4 class=\"article-authors__title\">\u8457\u8005\u306b\u3064\u3044\u3066<\/h4>\n<div class=\"article-authors__bio\">\n<p>Vishal Shah\u306f\u30d5\u30a3\u30e9\u30c7\u30eb\u30d5\u30a3\u30a2\u30fb\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30ab\u30ec\u30c3\u30b8\u306e\u6570\u5b66\u30fb\u79d1\u5b66\u30fb\u5065\u5eb7\u30ad\u30e3\u30ea\u30a2\u5b66\u90e8\u306e\u5b66\u90e8\u9577\u3067\u3059\u3002Andrenna Gibson\u306f\u30d5\u30a3\u30e9\u30c7\u30eb\u30d5\u30a3\u30a2\u30fb\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30ab\u30ec\u30c3\u30b8\u306e\u904b\u7528\u30ea\u30fc\u30c0\u30fc\u3067\u3042\u308a\u3001\u7d4c\u55b6\u5e79\u90e8\u306e\u6c7a\u5b9a\u3092\u5b66\u751f\u3001\u6559\u8077\u54e1\u3001\u30b9\u30bf\u30c3\u30d5\u3092\u652f\u63f4\u3059\u308b\u65e5\u5e38\u696d\u52d9\u306b\u5909\u63db\u3059\u308b\u8cac\u4efb\u3092\u8ca0\u3063\u3066\u3044\u307e\u3059\u3002Tanika Teagle\u306f\u30d5\u30a3\u30e9\u30c7\u30eb\u30d5\u30a3\u30a2\u30fb\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30ab\u30ec\u30c3\u30b8\u306e\u7279\u5b9a\u306e\u533b\u7642\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u304a\u3051\u308b\u5b66\u751f\u5411\u3051\u5165\u5b66\u30d7\u30ed\u30bb\u30b9\u3092\u7d71\u62ec\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n<div class=\"article-doi\">\n    <a href=\"https:\/\/doi.org\/10.63383\/dFKS6287\" target=\"_blank\" class=\"article-doi__number\">https:\/\/doi.org\/10.63383\/dFKS6287<\/a>\n<\/div>\n<\/div>\n<p>#GenAI #\u6210\u529f #\u6307\u6a19 #\u696d\u52d9\u8ca0\u8377 #\u8efd\u6e1b<\/p>","protected":false},"excerpt":{"rendered":"<p>Matt Harrison Clough \/ Ikon Images Summary: At the Community College of Philadelphia, generative AI tools didn\u2019t magically free up people\u2019s time or supercharge one productivity metric across the board. An analysis found that GenAI resulted in different workflow gains for key roles: decisiveness for executives, speed for operational leaders, and resolution efficiency for student-facing professionals. When judging GenAI\u2019s success, examine how your organization\u2019s work changed shape. The Research The authors performed a four-year, fixed-window observational analysis of administrative work inside a large U.S. public higher-education institution. Generative AI tools were introduced to executive leaders, operational leaders, and student-facing professionals throughout the organization in 2026. Staffing levels and work hours [&hellip;]<\/p>","protected":false},"author":1,"featured_media":8342,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[9],"tags":[],"class_list":["post-8341","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-management"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.7.1 (Yoast SEO v25.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>GenAI Success Metrics: Look Beyond Reduced Workload - MORE SOURCING LTD<\/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:\/\/moresourcing.com\/ja\/genai-success-metrics-look-beyond-reduced-workload\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"GenAI Success Metrics: Look Beyond Reduced Workload\" \/>\n<meta property=\"og:description\" content=\"Matt Harrison Clough \/ Ikon Images Summary: At the Community College of Philadelphia, generative AI tools didn\u2019t magically free up people\u2019s time or supercharge one productivity metric across the board. An analysis found that GenAI resulted in different workflow gains for key roles: decisiveness for executives, speed for operational leaders, and resolution efficiency for student-facing professionals. When judging GenAI\u2019s success, examine how your organization\u2019s work changed shape. The Research The authors performed a four-year, fixed-window observational analysis of administrative work inside a large U.S. public higher-education institution. Generative AI tools were introduced to executive leaders, operational leaders, and student-facing professionals throughout the organization in 2026. 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