\u6e96\u5b9f\u9a13\uff08quasi\u2011experiment\uff09\u3067AI\u6559\u80b2\u30fb\u5b66\u7fd2\u52b9\u679c\u3092\u691c\u8a3c\u3059\u308b\u5168\u3066<\/title>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n <meta name=\"description\" content=\"\u6e96\u5b9f\u9a13\u306e\u672c\u8cea\u30fb\u4f7f\u3044\u3069\u3053\u308d\u30fb\u6559\u80b2\u73fe\u5834\u3084AI\u30c1\u30e5\u30fc\u30bf\u30fc\u306a\u3069\u3067\u306e\u5fdc\u7528\u4f8b\u3092\u3001\u30b9\u30c8\u30ec\u30fc\u30c8\u306b\u73fe\u5834\u76ee\u7dda\u3067\u5fb9\u5e95\u89e3\u8aac\u3002\">\n <style>\n body { font-family: 'Noto Sans JP', 'Yu Gothic', sans-serif; background: #f7f9fc; color: #202225; line-height: 2; padding: 3vw; }\n h1, h2, h3, h4 { color: #1b57a5; }\n h1 { font-size: 2.4rem; margin-bottom: 0.7em; border-bottom: 4px solid #3477cc; padding-bottom: .4em;}\n h2 { font-size: 1.7rem; margin-top: 2.4em; }\n h3 { font-size: 1.25rem; margin-top: 2em; }\n .box { background: #eef3fa; border-left: 5px solid #3477cc; padding: 1.5em; margin: 2em 0; border-radius: 1.1em;}\n code, .keyword { background: #e1ebf7; border-radius: 3px; padding: 2px 5px; font-family: Consolas, monospace; font-size: 1em;}\n ul { margin-left: 2em;}\n .example { background: #fff3c7; border-left: 4px solid #d7b51a; padding: 1.2em; margin: 1.8em 0; border-radius: 1em; }\n .summary { background: #f2ffe7; border-left: 4px solid #65b863; padding: 1em; border-radius: 1em; }\n .danger { color: #b30000; font-weight: bold; }\n a { color: #3477cc; text-decoration: underline; }\n .table-wrap { overflow-x: auto; }\n table { border-collapse: collapse; width: 100%; margin: 1.2em 0;}\n th, td { border: 1px solid #bcd; padding: 0.6em 1em; text-align: left;}\n th { background: #d2e5fa; }\n caption { font-size: 1.05em; color: #1b57a5; font-weight: bold; padding: 0.6em 0;}\n <\/style>\n<\/head>\n<body>\n\n\n<p>\n <b>\u6e96\u5b9f\u9a13\uff08quasi\u2011experiment\uff09<\/b>\u306f\u3001\u73fe\u5834\u3067\u672c\u5f53\u306b\u5f79\u7acb\u3064\u300c\u73fe\u5b9f\u89e3\u300d\u306e\u4e00\u3064\u3002<br>\n \u4f8b\u3048\u3070\u300cAI\u30c1\u30e5\u30fc\u30bf\u30fc\u306e\u5c0e\u5165\u3067\u672c\u5f53\u306b\u5b50\u3069\u3082\u306e\u82f1\u8a9e\u529b\u304c\u4f38\u3073\u308b\u306e\u304b\uff1f\u300d\u3092\u73fe\u5834\u306e\u5236\u7d04\u4e0b\u3067\u691c\u8a3c\u3057\u305f\u3044\u6642\u3001\u7d71\u8a08\u5b66\u306e\u30eb\u30fc\u30eb\u3082\u5b88\u308a\u3064\u3064\u3001\u30ea\u30a2\u30eb\u306a\u6559\u80b2\u73fe\u5834\u3067\u3082\u56de\u305b\u308b\u7d76\u5999\u306a\u624b\u6cd5\u3067\u3059\u3002\n<\/p>\n\n<div class=\"box\">\n <h2>\u25c6 \u305d\u3082\u305d\u3082\u6e96\u5b9f\u9a13\uff08quasi\u2011experiment\uff09\u3063\u3066\u4f55\uff1f<\/h2>\n <p>\n <b>\u6e96\u5b9f\u9a13<\/b>\u306f\u3001\u300c\u672c\u6765\u306e\u5b9f\u9a13\uff08\uff1d\u30e9\u30f3\u30c0\u30e0\u5272\u4ed8\uff0b\u5bfe\u7167\u7fa4\u3092\u63c3\u3048\u305f\u53b3\u5bc6\u5b9f\u9a13\uff09\u300d\u304c\u73fe\u5834\u3067\u306f\u96e3\u3057\u3044\u6642\u306e\u201c\u59a5\u5354\u201d\u3067\u306f\u306a\u304f\u3001\u3080\u3057\u308d\u300c\u73fe\u5834\u3067\u306e\u771f\u5b9f\u300d\u3092\u63a2\u308b\u5b9f\u6226\u578b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002<br>\n \u305f\u3068\u3048\u3070\u5b66\u6821\u73fe\u5834\u3001\u4f01\u696d\u7814\u4fee\u3001AI\u6559\u6750\u5c0e\u5165\u306a\u3069\u3001<span class=\"keyword\">\u502b\u7406\u30fb\u30b3\u30b9\u30c8\u30fb\u904b\u7528\u5236\u7d04<\/span>\u3067\u300c\u304d\u3063\u3061\u308a\u5bfe\u7167\u7fa4\u300d\u3092\u7f6e\u3051\u306a\u3044\u5834\u9762\u3067\u3082\u3001\u300c\u5272\u4ed8\u300d\u3084\u300c\u524d\u5f8c\u6bd4\u8f03\u300d\u306a\u3069\u5de5\u592b\u3057\u3064\u3064\u52b9\u679c\u691c\u8a3c\u304c\u3067\u304d\u307e\u3059\u3002\n <\/p>\n<\/div>\n\n<h2>1. \u306a\u305c\u300c\u6e96\u5b9f\u9a13\u300d\u304c\u5fc5\u8981\u306a\u306e\u304b \u2015 \u7406\u60f3\u3068\u73fe\u5b9f<\/h2>\n<ul>\n <li>\u300c<b>\u30e9\u30f3\u30c0\u30e0\u5316\u6bd4\u8f03\u8a66\u9a13\uff08RCT\uff09<\/b>\u300d\u306f\u7406\u60f3\u7684\u3060\u304c\u3001\u5b66\u6821\u3084\u4f01\u696d\u306e\u73fe\u5834\u3067\u306f\n <ul>\n <li>\u502b\u7406\u7684NG\uff08\u52b9\u679c\u3042\u308a\u305d\u3046\u306a\u306e\u306b\u672a\u5c0e\u5165\u306e\u5b50\u3092\u653e\u7f6e\u3067\u304d\u306a\u3044\uff09<\/li>\n <li>\u4eba\u54e1\u3084\u74b0\u5883\u306e\u5236\u7d04\uff08\u30e9\u30f3\u30c0\u30e0\u5206\u3051\u4e0d\u80fd\uff09<\/li>\n <li>\u7d71\u5236\u56f0\u96e3\uff08\u5b66\u7d1a\u5d29\u58ca\u6c17\u5473\u3001\u90e8\u6d3b\/\u30af\u30e9\u30b9\u3067\u5272\u308c\u3084\u3059\u3044\u7b49\uff09<\/li>\n <\/ul>\n <\/li>\n <li>\n \u6e96\u5b9f\u9a13\u306f\u3053\u3046\u3057\u305f\u73fe\u5834\u306e\u300c\u3069\u3046\u3057\u3066\u3082\u30e9\u30f3\u30c0\u30e0\u5316\u3067\u304d\u306a\u3044\u300d\u72b6\u6cc1\u306b\u5bc4\u308a\u6dfb\u3063\u305f\u624b\u6cd5\u3002\n <\/li>\n<\/ul>\n\n<div class=\"box\">\n <b>\u5b9a\u7fa9\uff1a<\/b>\u300c\u88ab\u9a13\u8005\u306e\u5272\u4ed8\u3084\u5bfe\u7167\u7fa4\u306b\u5b8c\u5168\u306a\u30e9\u30f3\u30c0\u30e0\u6027\u304c\u306a\u3044\uff0f\u307e\u305f\u306f\u4e00\u90e8\u6b20\u3051\u3066\u3044\u308b\u300d\u3082\u306e\u306e\u3001\u300c<u>\u4ecb\u5165\uff08\u4f8b\uff1aAI\u30c1\u30e5\u30fc\u30bf\u30fc\u5c0e\u5165\uff09\u306b\u3088\u308b\u56e0\u679c\u52b9\u679c<\/u>\u300d\u3092\u6700\u5927\u9650\u6b63\u78ba\u306b\u63a8\u8ad6\u3057\u3088\u3046\u3068\u3059\u308b\u5b9f\u9a13\u7684\u30c7\u30b6\u30a4\u30f3\u3002\n<\/div>\n\n<h2>2. \u5177\u4f53\u7684\u306a\u6e96\u5b9f\u9a13\u306e\u30d1\u30bf\u30fc\u30f3<\/h2>\n<div class=\"table-wrap\">\n <table>\n <caption>\u6e96\u5b9f\u9a13\u306e\u4ee3\u8868\u7684\u306a\u30c7\u30b6\u30a4\u30f3\u4f8b<\/caption>\n <thead>\n <tr><th>\u7a2e\u985e<\/th><th>\u4ed5\u7d44\u307f<\/th><th>\u7279\u5fb4<\/th><th>\u73fe\u5834\u4f8b<\/th><\/tr>\n <\/thead>\n <tbody>\n <tr>\n <td>\u524d\u5f8c\u6bd4\u8f03\u578b<br>(Pretest\u2011Posttest design)<\/td>\n <td>\u540c\u3058\u88ab\u9a13\u8005\u96c6\u56e3\u306b<br>\u300c\u4ecb\u5165\u524d\u300d\u3068\u300c\u4ecb\u5165\u5f8c\u300d\u306e\u30c6\u30b9\u30c8\u3092\u5b9f\u65bd<\/td>\n <td>\u6700\u3082\u73fe\u5b9f\u7684<br>\u81ea\u5206\u81ea\u8eab\u304c\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u7fa4<\/td>\n <td>AI\u6559\u6750\u5c0e\u5165\u524d\u5f8c\u306e\u82f1\u8a9e\u30c6\u30b9\u30c8\u30b9\u30b3\u30a2\u6bd4\u8f03<\/td>\n <\/tr>\n <tr>\n <td>\u975e\u540c\u6642\u6bd4\u8f03\u578b<br>(Nonequivalent control group)<\/td>\n <td>\u5225\u306e\u96c6\u56e3\u3067\u300c\u4ecb\u5165\u3042\u308a\uff0f\u306a\u3057\u300d\u3092\u540c\u6642\u306b\u6bd4\u8f03<\/td>\n <td>\u540c\u4e00\u6761\u4ef6\u306b\u306a\u308a\u306b\u304f\u3044<br>\u30d0\u30a4\u30a2\u30b9\u3092\u7d71\u8a08\u3067\u88dc\u6b63<\/td>\n <td>\u30af\u30e9\u30b9A\u306e\u307fAI\u6559\u6750\u3001\u30af\u30e9\u30b9B\u306f\u5f93\u6765\u6cd5<\/td>\n <\/tr>\n <tr>\n <td>\u6642\u7cfb\u5217\u578b<br>(Interrupted time\u2011series)<\/td>\n <td>\u8907\u6570\u6642\u70b9\u3067\u9023\u7d9a\u6e2c\u5b9a\u3057\u300c\u5909\u5316\u70b9\u300d\u3092\u89e3\u6790<\/td>\n <td>\u6d41\u884c\u3084\u5916\u90e8\u8981\u56e0\u306b\u6ce8\u610f<\/td>\n <td>\u6bce\u6708TOEIC\u70b9\u6570\u63a8\u79fb\u3067AI\u5c0e\u5165\u52b9\u679c\u3092\u898b\u308b<\/td>\n <\/tr>\n <\/tbody>\n <\/table>\n<\/div>\n\n<h2>3. \u6559\u80b2\u30fbAI\u73fe\u5834\u3067\u306e\u300c\u6e96\u5b9f\u9a13\u300d\u672c\u6c17\u306e\u6d3b\u7528\u4f8b<\/h2>\n\n<h3>\uff081\uff09AI\u30c1\u30e5\u30fc\u30bf\u30fc\u5c0e\u5165\u306b\u3088\u308b\u8a9e\u5b66\u529b\u5411\u4e0a\u306e\u524d\u5f8c\u6bd4\u8f03\uff08Pretest\u2011Posttest Design\uff09<\/h3>\n<div class=\"example\">\n <b>\u25a0\u5b9f\u969b\u306e\u4e8b\u4f8b<\/b> \n <ul>\n <li>\u4e2d\u5b66\u68213\u5e74\u751f34\u540d\u306b\u3001<b>Duolingo\uff08AI\u30c1\u30e5\u30fc\u30bf\u30fc\u4ed8\uff09<\/b>\u30921\u30f6\u6708\u9593\u5229\u7528\u3055\u305b\u308b<\/li>\n <li>\u5c0e\u5165\u524d\uff08pretest\uff09\u3068\u5c0e\u5165\u5f8c\uff08posttest\uff09\u3067\u3001<b>\u82f1\u8a9e\u30ea\u30b9\u30cb\u30f3\u30b0\u529b\u30c6\u30b9\u30c8<\/b>\u3068<b>\u5b66\u7fd2\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u8abf\u67fb<\/b>\u3092\u5b9f\u65bd<\/li>\n <li>\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u30b9\u30b3\u30a2\u4e0a\u6607\u3042\u308a\u2192AI\u30c1\u30e5\u30fc\u30bf\u30fc\u304c\u8a9e\u5b66\u529b\u306b\u5bc4\u4e0e\u3057\u305f\u3068\u201c\u8a00\u3048\u308b\u201d<\/li>\n <li>\u4f46\u3057\u3001<span class=\"danger\">\u4ed6\u8981\u56e0\uff08\u4f8b\uff1a\u5b63\u7bc0\u3084\u5148\u751f\u306e\u71b1\u610fUP\u7b49\uff09\u3092100%\u6392\u9664\u306f\u3067\u304d\u306a\u3044<\/span><\/li>\n <\/ul>\n<\/div>\n\n<h3>\uff082\uff09\u90fd\u7acb\u9ad8\u6821\u3067\u306eAI\u6559\u6750\u5168\u6821\u5c0e\u5165\u306b\u3088\u308b\u5b66\u529b\u30fb\u81ea\u5df1\u52b9\u529b\u611f\u306e\u5909\u5316\uff08Nonequivalent control group\uff09<\/h3>\n<div class=\"example\">\n <ul>\n <li>\u90fd\u7acb\u9ad8\u6821A\uff08AI\u6559\u6750\u5c0e\u5165\uff09\u3068B\uff08\u672a\u5c0e\u5165\uff09\u3067\u3001\u5b9a\u671f\u30c6\u30b9\u30c8\u3084\u81ea\u5df1\u8a55\u4fa1\u306e\u5909\u5316\u3092\u6bd4\u8f03<\/li>\n <li>\u96c6\u56e3\u7279\u6027\u3084\u4e8b\u524d\u6210\u7e3e\u306e\u9055\u3044\u3092<b>\u7d71\u8a08\u7684\u624b\u6cd5\uff08\u5171\u5206\u6563\u5206\u6790\/\u50be\u5411\u30b9\u30b3\u30a2\u30de\u30c3\u30c1\u30f3\u30b0\u7b49\uff09<\/b>\u3067\u88dc\u6b63<\/li>\n <li>\u300cAI\u6559\u6750\u304c\u3042\u3063\u305f\u65b9\u304c\u5e73\u574710\u70b9\u9ad8\u3044\u300d\u2192\u4eee\u8aac\u7684\u56e0\u679c\u52b9\u679c\u306e\u8a3c\u62e0\u3068\u306a\u308b<\/li>\n <\/ul>\n<\/div>\n\n<h3>\uff083\uff09EdTech\u5c0e\u5165\u6821\u306e\u6642\u7cfb\u5217\u6bd4\u8f03\uff08Interrupted Time\u2011Series\uff09<\/h3>\n<div class=\"example\">\n <ul>\n <li>2018\u301c2024\u5e74\u5ea6\u307e\u3067\u306e\u82f1\u8a9e\u30b9\u30d4\u30fc\u30ad\u30f3\u30b0\u5e73\u5747\u70b9\u3092\u6bce\u5e74\u5ea6\u8a18\u9332<\/li>\n <li>2022\u5e74\u5ea6\u306bAI\u97f3\u8aad\u30a2\u30d7\u30ea\u5c0e\u5165\u2192\u305d\u306e\u5e74\u4ee5\u964d\u306e\u30b9\u30b3\u30a2\u5909\u5316\u3092\u8a73\u7d30\u89e3\u6790<\/li>\n <li>\u6642\u7cfb\u5217\u89e3\u6790\u3067\u300c\u5c0e\u5165\u5e74\u306b\u30b9\u30b3\u30a2\u6025\u5897\u300d\u3092\u78ba\u8a8d\u3001\u5916\u90e8\u30a4\u30d9\u30f3\u30c8\uff08\u30b3\u30ed\u30ca\u4f11\u6821\u7b49\uff09\u3082\u8003\u616e<\/li>\n <\/ul>\n<\/div>\n\n<h2>4. \u300c\u6e96\u5b9f\u9a13\u300d\u306e\u5f37\u307f\u3068\u30ea\u30a2\u30eb\u306a\u5f31\u70b9<\/h2>\n<div class=\"box\">\n <h3>\u3010\u30e1\u30ea\u30c3\u30c8\u3011<\/h3>\n <ul>\n <li>\u73fe\u5834\u3067\u300c\u3084\u3063\u3066\u307f\u3066\u3001\u52b9\u304f\u304b\u30fb\u52b9\u304b\u306a\u3044\u304b\u300d\u3092\u5b9a\u91cf\u7684\u306b\u691c\u8a3c\u3067\u304d\u308b<\/li>\n <li>\u30a8\u30d3\u30c7\u30f3\u30b9\u3092\u51fa\u3057\u3084\u3059\u3044\uff1d\u653f\u7b56\u30fb\u5c0e\u5165\u5224\u65ad\u306e\u6750\u6599\u306b\u306a\u308b<\/li>\n <li>\u8907\u6570\u56de\u7e70\u308a\u8fd4\u3057\u3066\u300c\u4e00\u8cab\u3057\u305f\u7d50\u679c\u300d\u306a\u3089\u4fe1\u983c\u5ea6UP<\/li>\n <\/ul>\n <h3>\u3010\u30c7\u30e1\u30ea\u30c3\u30c8\u3011<\/h3>\n <ul>\n <li>\u672c\u5f53\u306f\u300c\u30e9\u30f3\u30c0\u30e0\u5316\u300d\u3057\u305f\u3044\u3051\u3069\u73fe\u5834\u3067\u306f\u7121\u7406\uff08\u9078\u3079\u306a\u3044\uff09<\/li>\n <li>\u4ed6\u306e\u8981\u56e0\uff08\u751f\u5f92\u306e\u3084\u308b\u6c17\u30fb\u6559\u5e2b\u306e\u6307\u5c0e\u529bUP\u30fb\u6d41\u884c\u308a\u7b49\uff09\u304c\u6df7\u3058\u308a\u3084\u3059\u3044<\/li>\n <li>\u300c\u305f\u307e\u305f\u307e\u826f\u304b\u3063\u305f\u300d\u3084\u300c\u6821\u9577\u304c\u63a8\u9032\u6d3e\u300d\u307f\u305f\u3044\u306a\u30d0\u30a4\u30a2\u30b9\u3082\u8d77\u304d\u3084\u3059\u3044<\/li>\n <li>\u3060\u304b\u3089\u3001<span class=\"danger\">\u4e00\u767a\u52dd\u8ca0\u306e\u201c\u5076\u7136\u201d\u306b\u98db\u3073\u3064\u304b\u305a\u3001\u8907\u6570\u5e74\u30fb\u591a\u5730\u57df\u3067\u518d\u691c\u8a3c\u304c\u5fc5\u9808<\/span><\/li>\n <\/ul>\n<\/div>\n\n<h2>5. AI\u6559\u80b2\u306b\u304a\u3051\u308b\u300c\u6e96\u5b9f\u9a13\u300d\u5fdc\u7528\u306e\u672a\u6765\u6027\u3068\u30dd\u30a4\u30f3\u30c8<\/h2>\n<ul>\n <li>\n <b>AI\u30c1\u30e5\u30fc\u30bf\u30fc\u3084EdTech\u306e\u52b9\u679c<\/b>\u306f\u3001\u300c\u53b3\u5bc6\u306aRCT\u300d\u3088\u308a\u3082\u73fe\u5834\u4e3b\u7fa9\u306e\u6e96\u5b9f\u9a13\u304c\u3080\u3057\u308d\u4e3b\u6d41\u3002\n <ul>\n <li>\u306a\u305c\u306a\u3089\u3001\u300c\u751f\u5f92\u30fb\u4fdd\u8b77\u8005\u30fb\u6559\u54e1\u306e\u7d0d\u5f97\u300d\u3068\u300c\u73fe\u5b9f\u7684\u306a\u5c0e\u5165\u5224\u65ad\u300d\u306b\u8010\u3048\u308b\u8a3c\u62e0\u304c\u5fc5\u8981<\/li>\n <li>\u4eee\u306b\u5168\u56fd\u4e00\u5f8bRCT\u304c\u4e0d\u53ef\u80fd\u3067\u3082\u3001\u300c\u5404\u5b66\u6821\u5358\u4f4d\u300d\u306e\u6e96\u5b9f\u9a13\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3057\u3001\u30ca\u30ec\u30c3\u30b8\u5171\u6709\u3067\u304d\u308b<\/li>\n <\/ul>\n <\/li>\n <li>\n \u4eca\u5f8c\u306f\u3001AI\u6559\u6750\u30fbAI\u30c1\u30e5\u30fc\u30bf\u30fc\u306e\u5c0e\u5165\u52b9\u679c\u3092\u5b9a\u91cf\u5316\u3057\u3064\u3064\u3001<b>\u300c\u30c7\u30fc\u30bf\u306e\u898b\u3048\u308b\u5316\u300d\u3084\u300c\u591a\u62e0\u70b9\u6bd4\u8f03\u300d<\/b>\u304c\u91cd\u8981\u3002\n <\/li>\n<\/ul>\n\n<h3>\u6e96\u5b9f\u9a13\u00d7AI\u6559\u80b2\u306e\u304a\u3059\u3059\u3081\u5b9f\u8df5\u4f8b<\/h3>\n<ul>\n <li>\n <b>\u30b9\u30c6\u30c3\u30d71\uff1a<\/b> \u5c0e\u5165\u524d\u5f8c\u306e\u5b66\u529b\u30fb\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u30fb\u614b\u5ea6\u8abf\u67fb\uff08\u6559\u79d1\u6a2a\u65ad\u578b\u3067\u3082OK\uff09\n <\/li>\n <li>\n <b>\u30b9\u30c6\u30c3\u30d72\uff1a<\/b> \u5c0e\u5165\u6821\u30fb\u672a\u5c0e\u5165\u6821\u3092\u6bd4\u8f03\u3057\u3064\u3064\u3001\u300c\u3067\u304d\u308b\u3060\u3051\u6761\u4ef6\u3092\u63c3\u3048\u308b\u300d\uff08\u4f8b\uff1a\u4e8b\u524d\u30c6\u30b9\u30c8\u70b9\u30fb\u901a\u5b66\u5730\u57df\u30fb\u6307\u5c0e\u6559\u54e1\u306e\u7814\u4fee\u6b74\uff09\n <\/li>\n <li>\n <b>\u30b9\u30c6\u30c3\u30d73\uff1a<\/b> \u3067\u304d\u308c\u30702\u56de\u4ee5\u4e0a\u7e70\u308a\u8fd4\u3057\u3066\u3001\u300c\u518d\u73fe\u6027\u300d\u3092\u78ba\u8a8d\n <\/li>\n<\/ul>\n<p>\n \u2026\u3053\u308c\u3067\u300c\u30a8\u30d3\u30c7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u305fAI\u6559\u80b2\u306e\u5c0e\u5165\u53ef\u5426\u5224\u65ad\u300d\u304c\u521d\u3081\u3066\u300c\u793e\u4f1a\u7684\u6b63\u5f53\u6027\u300d\u3092\u6301\u3061\u307e\u3059\u3002\n<\/p>\n\n<h2>6. \u73fe\u5834\u3067\u3042\u308a\u304c\u3061\u306aQ&A<\/h2>\n<div class=\"box\">\n <b>Q1\uff1aAI\u6559\u6750\u306f\u6e96\u5b9f\u9a13\u3067\u300c\u52b9\u679c\u3042\u308a\u300d\u3068\u51fa\u305f\u3089\u5373\u5168\u6821\u5c0e\u5165\u3059\u3079\u304d\uff1f<\/b><br>\n A1\uff1a1\u56de\u306e\u5b9f\u65bd\u7d50\u679c\u3060\u3051\u3067\u5373\u65ad\u306f\u5371\u967a\u3002<b>\u8907\u6570\u6821\u30fb\u8907\u6570\u5e74\u30fb\u4ed6\u5730\u57df\u3067\u306e\u518d\u73fe\u6027<\/b>\u3092\u898b\u3066\u5224\u65ad\u304c\u539f\u5247\u3002<br><br>\n <b>Q2\uff1a\u30d0\u30a4\u30a2\u30b9\u3084\u300c\u4ed6\u8981\u56e0\u300d\u306f\u3069\u3046\u88dc\u6b63\u3059\u308b\uff1f<\/b><br>\n A2\uff1a\u5171\u5206\u6563\u5206\u6790\u30fb\u50be\u5411\u30b9\u30b3\u30a2\u30fb\u5dee\u5206\u306e\u5dee\u5206\u6cd5\uff08DID\uff09\u306a\u3069\u3001\u7d71\u8a08\u7684\u306b\u88dc\u6b63\u3059\u308b\u65b9\u6cd5\u304c\u591a\u6570\u3042\u308a\u3002\u6700\u8fd1\u306f\u6a5f\u68b0\u5b66\u7fd2\u7684\u88dc\u6b63\u3082\u4e3b\u6d41\u3002<br><br>\n <b>Q3\uff1a\u751f\u5f92\u3084\u4fdd\u8b77\u8005\u304c\u300c\u5b9f\u9a13\u53f0\u306b\u3055\u308c\u305f\u300d\u3068\u611f\u3058\u306a\u3044\u305f\u3081\u306b\u306f\uff1f<\/b><br>\n A3\uff1a\u300c\u5168\u54e1\u306e\u5b66\u3073\u3092\u826f\u304f\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30d7\u30ed\u30bb\u30b9\u300d\u3068\u8aac\u660e\uff0b\u7d0d\u5f97\u611f\u3042\u308b\u8a2d\u8a08\uff06\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u5fd8\u308c\u305a\u306b\u3002\n<\/div>\n\n<h2>7. \u307e\u3068\u3081 \u2015 \u6e96\u5b9f\u9a13\u306e\u201c\u6b63\u3057\u3044\u4f7f\u3044\u65b9\u201d\u3068\u4eca\u5f8c\u306e\u53ef\u80fd\u6027<\/h2>\n<div class=\"summary\">\n <ul>\n <li>\u6e96\u5b9f\u9a13\u306f\u73fe\u5834\u5b9f\u88c5\u578b\u306e\u300c\u77e5\u898b\u3065\u304f\u308a\u300d\u306e\u738b\u9053\u3002\u5b8c\u74a7\u3067\u306f\u306a\u3044\u304c\u73fe\u5b9f\u89e3\u3002<\/li>\n <li>AI\u30c1\u30e5\u30fc\u30bf\u30fc\u3084EdTech\u306e\u5b66\u7fd2\u52b9\u679c\u3092\u771f\u9762\u76ee\u306b\u691c\u8a3c\u3057\u305f\u3044\u73fe\u5834\u306b\u306f\u4e0d\u53ef\u6b20\u3002<\/li>\n <li>\u30dd\u30a4\u30f3\u30c8\u306f\u3001<span class=\"keyword\">\u300c\u8907\u6570\u56de\u3001\u8907\u6570\u30d1\u30bf\u30fc\u30f3\u3001\u8907\u6570\u5e74\u300d<\/span>\u3067\u7e70\u308a\u8fd4\u3057\u30fb\u6bd4\u8f03\u3057\u3001\u300c\u518d\u73fe\u6027\u30fb\u4e00\u822c\u6027\u300d\u3092\u691c\u8a3c\u3059\u308b\u3053\u3068\u3002<\/li>\n <li>AI\u6d3b\u7528\u306e\u6559\u80b2\u73fe\u5834\u3053\u305d\u3001\u6e96\u5b9f\u9a13\u306e\u77e5\u898b\u3092\u30b7\u30a7\u30a2\u3057\u3066\u793e\u4f1a\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3092\u76ee\u6307\u305d\u3046\u3002<\/li>\n <\/ul>\n<\/div>\n\n<h2>\u53c2\u8003\u6587\u732e\u30fb\u5916\u90e8\u30ea\u30f3\u30af<\/h2>\n<ul>\n <li><a href=\"https:\/\/arxiv.org\/abs\/2506.10334\" target=\"_blank\">arXiv: Vision-Language Models for Academic Emotion Detection<\/a><\/li>\n <li><a href=\"https:\/\/www.prtimes.jp\/main\/html\/rd\/p\/000000082.000040232.html\" target=\"_blank\">PR TIMES: \u6771\u4eac\u90fd\u7acb\u6821\u30fbAI\u6559\u80b2\u57fa\u76e4\u5c0e\u5165<\/a><\/li>\n <li><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC3280999\/\" target=\"_blank\">NCBI: Quasi-Experimental Design – \u6559\u80b2\u30fb\u533b\u7642\u3067\u306e\u5b9f\u8df5<\/a><\/li>\n <li><a href=\"https:\/\/edu-ai.org\/\" target=\"_blank\">EDU\u00d7AI\u793e\u4f1a\u5b9f\u88c5\u7814\u7a76\u4f1a<\/a><\/li>\n<\/ul>\n\n<hr>\n<p style=\"text-align:center;color:#aaa;font-size:0.9em;\">\u00a9 2025 AI \u00d7 \u6559\u80b2\u7814\u7a76\u30ec\u30dd\u30fc\u30c8. \u682a\u5f0f\u4f1a\u793e\u30d3\u30fc\u30fb\u30ca\u30ec\u30c3\u30b8\u30fb\u30c7\u30b6\u30a4\u30f3\u3000\u7121\u65ad\u8ee2\u8f09\u53b3\u7981\u3002\u3054\u5229\u7528\u30fb\u5f15\u7528\u6642\u306f\u51fa\u5178\u660e\u8a18\u5fc5\u9808\u3002<\/p>\n<\/body>\n<\/html>\n\n","protected":false},"excerpt":{"rendered":"<p>\u6e96\u5b9f\u9a13\uff08quasi\u2011experiment\uff09\u3067AI\u6559\u80b2\u30fb\u5b66\u7fd2\u52b9\u679c\u3092\u691c\u8a3c\u3059\u308b\u5168\u3066 \u6e96\u5b9f\u9a13\uff08quasi\u2011experiment\uff09\u306f\u3001\u73fe\u5834\u3067\u672c\u5f53\u306b\u5f79\u7acb\u3064\u300c\u73fe\u5b9f\u89e3\u300d\u306e\u4e00\u3064\u3002 \u4f8b\u3048\u3070\u300cAI\u30c1\u30e5\u30fc\u30bf\u30fc\u306e\u5c0e\u5165\u3067\u672c\u5f53\u306b\u5b50\u3069\u3082\u306e\u82f1\u8a9e\u529b\u304c\u4f38\u3073\u308b […]<\/p>\n","protected":false},"author":1,"featured_media":1498,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"saved_in_kubio":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"vkexunit_cta_each_option":"","footnotes":""},"categories":[5,54,7],"tags":[26,51,52,36],"class_list":["post-1496","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-54","category-academic","tag-ai","tag-51","tag-52","tag-36"],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/07\/gmftk3gmftk3.jpg","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1496","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1496"}],"version-history":[{"count":2,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1496\/revisions"}],"predecessor-version":[{"id":1499,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1496\/revisions\/1499"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/media\/1498"}],"wp:attachment":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1496"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1496"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1496"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

$\"\"$ <\/div>\n\n\n\n \n \u6e96\u5b9f\u9a13\uff08quasi\u2011experiment\uff09\u3067AI\u6559\u80b2\u30fb\u5b66\u7fd2\u52b9\u679c\u3092\u691c\u8a3c\u3059\u308b\u5168\u3066<\/title>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n <meta name=\"description\" content=\"\u6e96\u5b9f\u9a13\u306e\u672c\u8cea\u30fb\u4f7f\u3044\u3069\u3053\u308d\u30fb\u6559\u80b2\u73fe\u5834\u3084AI\u30c1\u30e5\u30fc\u30bf\u30fc\u306a\u3069\u3067\u306e\u5fdc\u7528\u4f8b\u3092\u3001\u30b9\u30c8\u30ec\u30fc\u30c8\u306b\u73fe\u5834\u76ee\u7dda\u3067\u5fb9\u5e95\u89e3\u8aac\u3002\">\n <style>\n body { font-family: 'Noto Sans JP', 'Yu Gothic', sans-serif; background: #f7f9fc; color: #202225; line-height: 2; padding: 3vw; }\n h1, h2, h3, h4 { color: #1b57a5; }\n h1 { font-size: 2.4rem; margin-bottom: 0.7em; border-bottom: 4px solid #3477cc; padding-bottom: .4em;}\n h2 { font-size: 1.7rem; margin-top: 2.4em; }\n h3 { font-size: 1.25rem; margin-top: 2em; }\n .box { background: #eef3fa; border-left: 5px solid #3477cc; padding: 1.5em; margin: 2em 0; border-radius: 1.1em;}\n code, .keyword { background: #e1ebf7; border-radius: 3px; padding: 2px 5px; font-family: Consolas, monospace; font-size: 1em;}\n ul { margin-left: 2em;}\n .example { background: #fff3c7; border-left: 4px solid #d7b51a; padding: 1.2em; margin: 1.8em 0; border-radius: 1em; }\n .summary { background: #f2ffe7; border-left: 4px solid #65b863; padding: 1em; border-radius: 1em; }\n .danger { color: #b30000; font-weight: bold; }\n a { color: #3477cc; text-decoration: underline; }\n .table-wrap { overflow-x: auto; }\n table { border-collapse: collapse; width: 100%; margin: 1.2em 0;}\n th, td { border: 1px solid #bcd; padding: 0.6em 1em; text-align: left;}\n th { background: #d2e5fa; }\n caption { font-size: 1.05em; color: #1b57a5; font-weight: bold; padding: 0.6em 0;}\n <\/style>\n<\/head>\n<body>\n\n\n<p>\n <b>\u6e96\u5b9f\u9a13\uff08quasi\u2011experiment\uff09<\/b>\u306f\u3001\u73fe\u5834\u3067\u672c\u5f53\u306b\u5f79\u7acb\u3064\u300c\u73fe\u5b9f\u89e3\u300d\u306e\u4e00\u3064\u3002<br>\n \u4f8b\u3048\u3070\u300cAI\u30c1\u30e5\u30fc\u30bf\u30fc\u306e\u5c0e\u5165\u3067\u672c\u5f53\u306b\u5b50\u3069\u3082\u306e\u82f1\u8a9e\u529b\u304c\u4f38\u3073\u308b\u306e\u304b\uff1f\u300d\u3092\u73fe\u5834\u306e\u5236\u7d04\u4e0b\u3067\u691c\u8a3c\u3057\u305f\u3044\u6642\u3001\u7d71\u8a08\u5b66\u306e\u30eb\u30fc\u30eb\u3082\u5b88\u308a\u3064\u3064\u3001\u30ea\u30a2\u30eb\u306a\u6559\u80b2\u73fe\u5834\u3067\u3082\u56de\u305b\u308b\u7d76\u5999\u306a\u624b\u6cd5\u3067\u3059\u3002\n<\/p>\n\n<div class=\"box\">\n <h2>\u25c6 \u305d\u3082\u305d\u3082\u6e96\u5b9f\u9a13\uff08quasi\u2011experiment\uff09\u3063\u3066\u4f55\uff1f<\/h2>\n <p>\n <b>\u6e96\u5b9f\u9a13<\/b>\u306f\u3001\u300c\u672c\u6765\u306e\u5b9f\u9a13\uff08\uff1d\u30e9\u30f3\u30c0\u30e0\u5272\u4ed8\uff0b\u5bfe\u7167\u7fa4\u3092\u63c3\u3048\u305f\u53b3\u5bc6\u5b9f\u9a13\uff09\u300d\u304c\u73fe\u5834\u3067\u306f\u96e3\u3057\u3044\u6642\u306e\u201c\u59a5\u5354\u201d\u3067\u306f\u306a\u304f\u3001\u3080\u3057\u308d\u300c\u73fe\u5834\u3067\u306e\u771f\u5b9f\u300d\u3092\u63a2\u308b\u5b9f\u6226\u578b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002<br>\n \u305f\u3068\u3048\u3070\u5b66\u6821\u73fe\u5834\u3001\u4f01\u696d\u7814\u4fee\u3001AI\u6559\u6750\u5c0e\u5165\u306a\u3069\u3001<span class=\"keyword\">\u502b\u7406\u30fb\u30b3\u30b9\u30c8\u30fb\u904b\u7528\u5236\u7d04<\/span>\u3067\u300c\u304d\u3063\u3061\u308a\u5bfe\u7167\u7fa4\u300d\u3092\u7f6e\u3051\u306a\u3044\u5834\u9762\u3067\u3082\u3001\u300c\u5272\u4ed8\u300d\u3084\u300c\u524d\u5f8c\u6bd4\u8f03\u300d\u306a\u3069\u5de5\u592b\u3057\u3064\u3064\u52b9\u679c\u691c\u8a3c\u304c\u3067\u304d\u307e\u3059\u3002\n <\/p>\n<\/div>\n\n<h2>1. \u306a\u305c\u300c\u6e96\u5b9f\u9a13\u300d\u304c\u5fc5\u8981\u306a\u306e\u304b \u2015 \u7406\u60f3\u3068\u73fe\u5b9f<\/h2>\n<ul>\n <li>\u300c<b>\u30e9\u30f3\u30c0\u30e0\u5316\u6bd4\u8f03\u8a66\u9a13\uff08RCT\uff09<\/b>\u300d\u306f\u7406\u60f3\u7684\u3060\u304c\u3001\u5b66\u6821\u3084\u4f01\u696d\u306e\u73fe\u5834\u3067\u306f\n <ul>\n <li>\u502b\u7406\u7684NG\uff08\u52b9\u679c\u3042\u308a\u305d\u3046\u306a\u306e\u306b\u672a\u5c0e\u5165\u306e\u5b50\u3092\u653e\u7f6e\u3067\u304d\u306a\u3044\uff09<\/li>\n <li>\u4eba\u54e1\u3084\u74b0\u5883\u306e\u5236\u7d04\uff08\u30e9\u30f3\u30c0\u30e0\u5206\u3051\u4e0d\u80fd\uff09<\/li>\n <li>\u7d71\u5236\u56f0\u96e3\uff08\u5b66\u7d1a\u5d29\u58ca\u6c17\u5473\u3001\u90e8\u6d3b\/\u30af\u30e9\u30b9\u3067\u5272\u308c\u3084\u3059\u3044\u7b49\uff09<\/li>\n <\/ul>\n <\/li>\n <li>\n \u6e96\u5b9f\u9a13\u306f\u3053\u3046\u3057\u305f\u73fe\u5834\u306e\u300c\u3069\u3046\u3057\u3066\u3082\u30e9\u30f3\u30c0\u30e0\u5316\u3067\u304d\u306a\u3044\u300d\u72b6\u6cc1\u306b\u5bc4\u308a\u6dfb\u3063\u305f\u624b\u6cd5\u3002\n <\/li>\n<\/ul>\n\n<div class=\"box\">\n <b>\u5b9a\u7fa9\uff1a<\/b>\u300c\u88ab\u9a13\u8005\u306e\u5272\u4ed8\u3084\u5bfe\u7167\u7fa4\u306b\u5b8c\u5168\u306a\u30e9\u30f3\u30c0\u30e0\u6027\u304c\u306a\u3044\uff0f\u307e\u305f\u306f\u4e00\u90e8\u6b20\u3051\u3066\u3044\u308b\u300d\u3082\u306e\u306e\u3001\u300c<u>\u4ecb\u5165\uff08\u4f8b\uff1aAI\u30c1\u30e5\u30fc\u30bf\u30fc\u5c0e\u5165\uff09\u306b\u3088\u308b\u56e0\u679c\u52b9\u679c<\/u>\u300d\u3092\u6700\u5927\u9650\u6b63\u78ba\u306b\u63a8\u8ad6\u3057\u3088\u3046\u3068\u3059\u308b\u5b9f\u9a13\u7684\u30c7\u30b6\u30a4\u30f3\u3002\n<\/div>\n\n<h2>2. \u5177\u4f53\u7684\u306a\u6e96\u5b9f\u9a13\u306e\u30d1\u30bf\u30fc\u30f3<\/h2>\n<div class=\"table-wrap\">\n <table>\n <caption>\u6e96\u5b9f\u9a13\u306e\u4ee3\u8868\u7684\u306a\u30c7\u30b6\u30a4\u30f3\u4f8b<\/caption>\n <thead>\n <tr><th>\u7a2e\u985e<\/th><th>\u4ed5\u7d44\u307f<\/th><th>\u7279\u5fb4<\/th><th>\u73fe\u5834\u4f8b<\/th><\/tr>\n <\/thead>\n <tbody>\n <tr>\n <td>\u524d\u5f8c\u6bd4\u8f03\u578b<br>(Pretest\u2011Posttest design)<\/td>\n <td>\u540c\u3058\u88ab\u9a13\u8005\u96c6\u56e3\u306b<br>\u300c\u4ecb\u5165\u524d\u300d\u3068\u300c\u4ecb\u5165\u5f8c\u300d\u306e\u30c6\u30b9\u30c8\u3092\u5b9f\u65bd<\/td>\n <td>\u6700\u3082\u73fe\u5b9f\u7684<br>\u81ea\u5206\u81ea\u8eab\u304c\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u7fa4<\/td>\n <td>AI\u6559\u6750\u5c0e\u5165\u524d\u5f8c\u306e\u82f1\u8a9e\u30c6\u30b9\u30c8\u30b9\u30b3\u30a2\u6bd4\u8f03<\/td>\n <\/tr>\n <tr>\n <td>\u975e\u540c\u6642\u6bd4\u8f03\u578b<br>(Nonequivalent control group)<\/td>\n <td>\u5225\u306e\u96c6\u56e3\u3067\u300c\u4ecb\u5165\u3042\u308a\uff0f\u306a\u3057\u300d\u3092\u540c\u6642\u306b\u6bd4\u8f03<\/td>\n <td>\u540c\u4e00\u6761\u4ef6\u306b\u306a\u308a\u306b\u304f\u3044<br>\u30d0\u30a4\u30a2\u30b9\u3092\u7d71\u8a08\u3067\u88dc\u6b63<\/td>\n <td>\u30af\u30e9\u30b9A\u306e\u307fAI\u6559\u6750\u3001\u30af\u30e9\u30b9B\u306f\u5f93\u6765\u6cd5<\/td>\n <\/tr>\n <tr>\n <td>\u6642\u7cfb\u5217\u578b<br>(Interrupted time\u2011series)<\/td>\n <td>\u8907\u6570\u6642\u70b9\u3067\u9023\u7d9a\u6e2c\u5b9a\u3057\u300c\u5909\u5316\u70b9\u300d\u3092\u89e3\u6790<\/td>\n <td>\u6d41\u884c\u3084\u5916\u90e8\u8981\u56e0\u306b\u6ce8\u610f<\/td>\n <td>\u6bce\u6708TOEIC\u70b9\u6570\u63a8\u79fb\u3067AI\u5c0e\u5165\u52b9\u679c\u3092\u898b\u308b<\/td>\n <\/tr>\n <\/tbody>\n <\/table>\n<\/div>\n\n<h2>3. \u6559\u80b2\u30fbAI\u73fe\u5834\u3067\u306e\u300c\u6e96\u5b9f\u9a13\u300d\u672c\u6c17\u306e\u6d3b\u7528\u4f8b<\/h2>\n\n<h3>\uff081\uff09AI\u30c1\u30e5\u30fc\u30bf\u30fc\u5c0e\u5165\u306b\u3088\u308b\u8a9e\u5b66\u529b\u5411\u4e0a\u306e\u524d\u5f8c\u6bd4\u8f03\uff08Pretest\u2011Posttest Design\uff09<\/h3>\n<div class=\"example\">\n <b>\u25a0\u5b9f\u969b\u306e\u4e8b\u4f8b<\/b> \n <ul>\n <li>\u4e2d\u5b66\u68213\u5e74\u751f34\u540d\u306b\u3001<b>Duolingo\uff08AI\u30c1\u30e5\u30fc\u30bf\u30fc\u4ed8\uff09<\/b>\u30921\u30f6\u6708\u9593\u5229\u7528\u3055\u305b\u308b<\/li>\n <li>\u5c0e\u5165\u524d\uff08pretest\uff09\u3068\u5c0e\u5165\u5f8c\uff08posttest\uff09\u3067\u3001<b>\u82f1\u8a9e\u30ea\u30b9\u30cb\u30f3\u30b0\u529b\u30c6\u30b9\u30c8<\/b>\u3068<b>\u5b66\u7fd2\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u8abf\u67fb<\/b>\u3092\u5b9f\u65bd<\/li>\n <li>\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u30b9\u30b3\u30a2\u4e0a\u6607\u3042\u308a\u2192AI\u30c1\u30e5\u30fc\u30bf\u30fc\u304c\u8a9e\u5b66\u529b\u306b\u5bc4\u4e0e\u3057\u305f\u3068\u201c\u8a00\u3048\u308b\u201d<\/li>\n <li>\u4f46\u3057\u3001<span class=\"danger\">\u4ed6\u8981\u56e0\uff08\u4f8b\uff1a\u5b63\u7bc0\u3084\u5148\u751f\u306e\u71b1\u610fUP\u7b49\uff09\u3092100%\u6392\u9664\u306f\u3067\u304d\u306a\u3044<\/span><\/li>\n <\/ul>\n<\/div>\n\n<h3>\uff082\uff09\u90fd\u7acb\u9ad8\u6821\u3067\u306eAI\u6559\u6750\u5168\u6821\u5c0e\u5165\u306b\u3088\u308b\u5b66\u529b\u30fb\u81ea\u5df1\u52b9\u529b\u611f\u306e\u5909\u5316\uff08Nonequivalent control group\uff09<\/h3>\n<div class=\"example\">\n <ul>\n <li>\u90fd\u7acb\u9ad8\u6821A\uff08AI\u6559\u6750\u5c0e\u5165\uff09\u3068B\uff08\u672a\u5c0e\u5165\uff09\u3067\u3001\u5b9a\u671f\u30c6\u30b9\u30c8\u3084\u81ea\u5df1\u8a55\u4fa1\u306e\u5909\u5316\u3092\u6bd4\u8f03<\/li>\n <li>\u96c6\u56e3\u7279\u6027\u3084\u4e8b\u524d\u6210\u7e3e\u306e\u9055\u3044\u3092<b>\u7d71\u8a08\u7684\u624b\u6cd5\uff08\u5171\u5206\u6563\u5206\u6790\/\u50be\u5411\u30b9\u30b3\u30a2\u30de\u30c3\u30c1\u30f3\u30b0\u7b49\uff09<\/b>\u3067\u88dc\u6b63<\/li>\n <li>\u300cAI\u6559\u6750\u304c\u3042\u3063\u305f\u65b9\u304c\u5e73\u574710\u70b9\u9ad8\u3044\u300d\u2192\u4eee\u8aac\u7684\u56e0\u679c\u52b9\u679c\u306e\u8a3c\u62e0\u3068\u306a\u308b<\/li>\n <\/ul>\n<\/div>\n\n<h3>\uff083\uff09EdTech\u5c0e\u5165\u6821\u306e\u6642\u7cfb\u5217\u6bd4\u8f03\uff08Interrupted Time\u2011Series\uff09<\/h3>\n<div class=\"example\">\n <ul>\n <li>2018\u301c2024\u5e74\u5ea6\u307e\u3067\u306e\u82f1\u8a9e\u30b9\u30d4\u30fc\u30ad\u30f3\u30b0\u5e73\u5747\u70b9\u3092\u6bce\u5e74\u5ea6\u8a18\u9332<\/li>\n <li>2022\u5e74\u5ea6\u306bAI\u97f3\u8aad\u30a2\u30d7\u30ea\u5c0e\u5165\u2192\u305d\u306e\u5e74\u4ee5\u964d\u306e\u30b9\u30b3\u30a2\u5909\u5316\u3092\u8a73\u7d30\u89e3\u6790<\/li>\n <li>\u6642\u7cfb\u5217\u89e3\u6790\u3067\u300c\u5c0e\u5165\u5e74\u306b\u30b9\u30b3\u30a2\u6025\u5897\u300d\u3092\u78ba\u8a8d\u3001\u5916\u90e8\u30a4\u30d9\u30f3\u30c8\uff08\u30b3\u30ed\u30ca\u4f11\u6821\u7b49\uff09\u3082\u8003\u616e<\/li>\n <\/ul>\n<\/div>\n\n<h2>4. \u300c\u6e96\u5b9f\u9a13\u300d\u306e\u5f37\u307f\u3068\u30ea\u30a2\u30eb\u306a\u5f31\u70b9<\/h2>\n<div class=\"box\">\n <h3>\u3010\u30e1\u30ea\u30c3\u30c8\u3011<\/h3>\n <ul>\n <li>\u73fe\u5834\u3067\u300c\u3084\u3063\u3066\u307f\u3066\u3001\u52b9\u304f\u304b\u30fb\u52b9\u304b\u306a\u3044\u304b\u300d\u3092\u5b9a\u91cf\u7684\u306b\u691c\u8a3c\u3067\u304d\u308b<\/li>\n <li>\u30a8\u30d3\u30c7\u30f3\u30b9\u3092\u51fa\u3057\u3084\u3059\u3044\uff1d\u653f\u7b56\u30fb\u5c0e\u5165\u5224\u65ad\u306e\u6750\u6599\u306b\u306a\u308b<\/li>\n <li>\u8907\u6570\u56de\u7e70\u308a\u8fd4\u3057\u3066\u300c\u4e00\u8cab\u3057\u305f\u7d50\u679c\u300d\u306a\u3089\u4fe1\u983c\u5ea6UP<\/li>\n <\/ul>\n <h3>\u3010\u30c7\u30e1\u30ea\u30c3\u30c8\u3011<\/h3>\n <ul>\n <li>\u672c\u5f53\u306f\u300c\u30e9\u30f3\u30c0\u30e0\u5316\u300d\u3057\u305f\u3044\u3051\u3069\u73fe\u5834\u3067\u306f\u7121\u7406\uff08\u9078\u3079\u306a\u3044\uff09<\/li>\n <li>\u4ed6\u306e\u8981\u56e0\uff08\u751f\u5f92\u306e\u3084\u308b\u6c17\u30fb\u6559\u5e2b\u306e\u6307\u5c0e\u529bUP\u30fb\u6d41\u884c\u308a\u7b49\uff09\u304c\u6df7\u3058\u308a\u3084\u3059\u3044<\/li>\n <li>\u300c\u305f\u307e\u305f\u307e\u826f\u304b\u3063\u305f\u300d\u3084\u300c\u6821\u9577\u304c\u63a8\u9032\u6d3e\u300d\u307f\u305f\u3044\u306a\u30d0\u30a4\u30a2\u30b9\u3082\u8d77\u304d\u3084\u3059\u3044<\/li>\n <li>\u3060\u304b\u3089\u3001<span class=\"danger\">\u4e00\u767a\u52dd\u8ca0\u306e\u201c\u5076\u7136\u201d\u306b\u98db\u3073\u3064\u304b\u305a\u3001\u8907\u6570\u5e74\u30fb\u591a\u5730\u57df\u3067\u518d\u691c\u8a3c\u304c\u5fc5\u9808<\/span><\/li>\n <\/ul>\n<\/div>\n\n<h2>5. AI\u6559\u80b2\u306b\u304a\u3051\u308b\u300c\u6e96\u5b9f\u9a13\u300d\u5fdc\u7528\u306e\u672a\u6765\u6027\u3068\u30dd\u30a4\u30f3\u30c8<\/h2>\n<ul>\n <li>\n <b>AI\u30c1\u30e5\u30fc\u30bf\u30fc\u3084EdTech\u306e\u52b9\u679c<\/b>\u306f\u3001\u300c\u53b3\u5bc6\u306aRCT\u300d\u3088\u308a\u3082\u73fe\u5834\u4e3b\u7fa9\u306e\u6e96\u5b9f\u9a13\u304c\u3080\u3057\u308d\u4e3b\u6d41\u3002\n <ul>\n <li>\u306a\u305c\u306a\u3089\u3001\u300c\u751f\u5f92\u30fb\u4fdd\u8b77\u8005\u30fb\u6559\u54e1\u306e\u7d0d\u5f97\u300d\u3068\u300c\u73fe\u5b9f\u7684\u306a\u5c0e\u5165\u5224\u65ad\u300d\u306b\u8010\u3048\u308b\u8a3c\u62e0\u304c\u5fc5\u8981<\/li>\n <li>\u4eee\u306b\u5168\u56fd\u4e00\u5f8bRCT\u304c\u4e0d\u53ef\u80fd\u3067\u3082\u3001\u300c\u5404\u5b66\u6821\u5358\u4f4d\u300d\u306e\u6e96\u5b9f\u9a13\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3057\u3001\u30ca\u30ec\u30c3\u30b8\u5171\u6709\u3067\u304d\u308b<\/li>\n <\/ul>\n <\/li>\n <li>\n \u4eca\u5f8c\u306f\u3001AI\u6559\u6750\u30fbAI\u30c1\u30e5\u30fc\u30bf\u30fc\u306e\u5c0e\u5165\u52b9\u679c\u3092\u5b9a\u91cf\u5316\u3057\u3064\u3064\u3001<b>\u300c\u30c7\u30fc\u30bf\u306e\u898b\u3048\u308b\u5316\u300d\u3084\u300c\u591a\u62e0\u70b9\u6bd4\u8f03\u300d<\/b>\u304c\u91cd\u8981\u3002\n <\/li>\n<\/ul>\n\n<h3>\u6e96\u5b9f\u9a13\u00d7AI\u6559\u80b2\u306e\u304a\u3059\u3059\u3081\u5b9f\u8df5\u4f8b<\/h3>\n<ul>\n <li>\n <b>\u30b9\u30c6\u30c3\u30d71\uff1a<\/b> \u5c0e\u5165\u524d\u5f8c\u306e\u5b66\u529b\u30fb\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u30fb\u614b\u5ea6\u8abf\u67fb\uff08\u6559\u79d1\u6a2a\u65ad\u578b\u3067\u3082OK\uff09\n <\/li>\n <li>\n <b>\u30b9\u30c6\u30c3\u30d72\uff1a<\/b> \u5c0e\u5165\u6821\u30fb\u672a\u5c0e\u5165\u6821\u3092\u6bd4\u8f03\u3057\u3064\u3064\u3001\u300c\u3067\u304d\u308b\u3060\u3051\u6761\u4ef6\u3092\u63c3\u3048\u308b\u300d\uff08\u4f8b\uff1a\u4e8b\u524d\u30c6\u30b9\u30c8\u70b9\u30fb\u901a\u5b66\u5730\u57df\u30fb\u6307\u5c0e\u6559\u54e1\u306e\u7814\u4fee\u6b74\uff09\n <\/li>\n <li>\n <b>\u30b9\u30c6\u30c3\u30d73\uff1a<\/b> \u3067\u304d\u308c\u30702\u56de\u4ee5\u4e0a\u7e70\u308a\u8fd4\u3057\u3066\u3001\u300c\u518d\u73fe\u6027\u300d\u3092\u78ba\u8a8d\n <\/li>\n<\/ul>\n<p>\n \u2026\u3053\u308c\u3067\u300c\u30a8\u30d3\u30c7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u305fAI\u6559\u80b2\u306e\u5c0e\u5165\u53ef\u5426\u5224\u65ad\u300d\u304c\u521d\u3081\u3066\u300c\u793e\u4f1a\u7684\u6b63\u5f53\u6027\u300d\u3092\u6301\u3061\u307e\u3059\u3002\n<\/p>\n\n<h2>6. \u73fe\u5834\u3067\u3042\u308a\u304c\u3061\u306aQ&A<\/h2>\n<div class=\"box\">\n <b>Q1\uff1aAI\u6559\u6750\u306f\u6e96\u5b9f\u9a13\u3067\u300c\u52b9\u679c\u3042\u308a\u300d\u3068\u51fa\u305f\u3089\u5373\u5168\u6821\u5c0e\u5165\u3059\u3079\u304d\uff1f<\/b><br>\n A1\uff1a1\u56de\u306e\u5b9f\u65bd\u7d50\u679c\u3060\u3051\u3067\u5373\u65ad\u306f\u5371\u967a\u3002<b>\u8907\u6570\u6821\u30fb\u8907\u6570\u5e74\u30fb\u4ed6\u5730\u57df\u3067\u306e\u518d\u73fe\u6027<\/b>\u3092\u898b\u3066\u5224\u65ad\u304c\u539f\u5247\u3002<br><br>\n <b>Q2\uff1a\u30d0\u30a4\u30a2\u30b9\u3084\u300c\u4ed6\u8981\u56e0\u300d\u306f\u3069\u3046\u88dc\u6b63\u3059\u308b\uff1f<\/b><br>\n A2\uff1a\u5171\u5206\u6563\u5206\u6790\u30fb\u50be\u5411\u30b9\u30b3\u30a2\u30fb\u5dee\u5206\u306e\u5dee\u5206\u6cd5\uff08DID\uff09\u306a\u3069\u3001\u7d71\u8a08\u7684\u306b\u88dc\u6b63\u3059\u308b\u65b9\u6cd5\u304c\u591a\u6570\u3042\u308a\u3002\u6700\u8fd1\u306f\u6a5f\u68b0\u5b66\u7fd2\u7684\u88dc\u6b63\u3082\u4e3b\u6d41\u3002<br><br>\n <b>Q3\uff1a\u751f\u5f92\u3084\u4fdd\u8b77\u8005\u304c\u300c\u5b9f\u9a13\u53f0\u306b\u3055\u308c\u305f\u300d\u3068\u611f\u3058\u306a\u3044\u305f\u3081\u306b\u306f\uff1f<\/b><br>\n A3\uff1a\u300c\u5168\u54e1\u306e\u5b66\u3073\u3092\u826f\u304f\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30d7\u30ed\u30bb\u30b9\u300d\u3068\u8aac\u660e\uff0b\u7d0d\u5f97\u611f\u3042\u308b\u8a2d\u8a08\uff06\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u5fd8\u308c\u305a\u306b\u3002\n<\/div>\n\n<h2>7. \u307e\u3068\u3081 \u2015 \u6e96\u5b9f\u9a13\u306e\u201c\u6b63\u3057\u3044\u4f7f\u3044\u65b9\u201d\u3068\u4eca\u5f8c\u306e\u53ef\u80fd\u6027<\/h2>\n<div class=\"summary\">\n <ul>\n <li>\u6e96\u5b9f\u9a13\u306f\u73fe\u5834\u5b9f\u88c5\u578b\u306e\u300c\u77e5\u898b\u3065\u304f\u308a\u300d\u306e\u738b\u9053\u3002\u5b8c\u74a7\u3067\u306f\u306a\u3044\u304c\u73fe\u5b9f\u89e3\u3002<\/li>\n <li>AI\u30c1\u30e5\u30fc\u30bf\u30fc\u3084EdTech\u306e\u5b66\u7fd2\u52b9\u679c\u3092\u771f\u9762\u76ee\u306b\u691c\u8a3c\u3057\u305f\u3044\u73fe\u5834\u306b\u306f\u4e0d\u53ef\u6b20\u3002<\/li>\n <li>\u30dd\u30a4\u30f3\u30c8\u306f\u3001<span class=\"keyword\">\u300c\u8907\u6570\u56de\u3001\u8907\u6570\u30d1\u30bf\u30fc\u30f3\u3001\u8907\u6570\u5e74\u300d<\/span>\u3067\u7e70\u308a\u8fd4\u3057\u30fb\u6bd4\u8f03\u3057\u3001\u300c\u518d\u73fe\u6027\u30fb\u4e00\u822c\u6027\u300d\u3092\u691c\u8a3c\u3059\u308b\u3053\u3068\u3002<\/li>\n <li>AI\u6d3b\u7528\u306e\u6559\u80b2\u73fe\u5834\u3053\u305d\u3001\u6e96\u5b9f\u9a13\u306e\u77e5\u898b\u3092\u30b7\u30a7\u30a2\u3057\u3066\u793e\u4f1a\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3092\u76ee\u6307\u305d\u3046\u3002<\/li>\n <\/ul>\n<\/div>\n\n<h2>\u53c2\u8003\u6587\u732e\u30fb\u5916\u90e8\u30ea\u30f3\u30af<\/h2>\n<ul>\n <li><a href=\"https:\/\/arxiv.org\/abs\/2506.10334\" target=\"_blank\">arXiv: Vision-Language Models for Academic Emotion Detection<\/a><\/li>\n <li><a href=\"https:\/\/www.prtimes.jp\/main\/html\/rd\/p\/000000082.000040232.html\" target=\"_blank\">PR TIMES: \u6771\u4eac\u90fd\u7acb\u6821\u30fbAI\u6559\u80b2\u57fa\u76e4\u5c0e\u5165<\/a><\/li>\n <li><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC3280999\/\" target=\"_blank\">NCBI: Quasi-Experimental Design – \u6559\u80b2\u30fb\u533b\u7642\u3067\u306e\u5b9f\u8df5<\/a><\/li>\n <li><a href=\"https:\/\/edu-ai.org\/\" target=\"_blank\">EDU\u00d7AI\u793e\u4f1a\u5b9f\u88c5\u7814\u7a76\u4f1a<\/a><\/li>\n<\/ul>\n\n<hr>\n<p style=\"text-align:center;color:#aaa;font-size:0.9em;\">\u00a9 2025 AI \u00d7 \u6559\u80b2\u7814\u7a76\u30ec\u30dd\u30fc\u30c8. \u682a\u5f0f\u4f1a\u793e\u30d3\u30fc\u30fb\u30ca\u30ec\u30c3\u30b8\u30fb\u30c7\u30b6\u30a4\u30f3\u3000\u7121\u65ad\u8ee2\u8f09\u53b3\u7981\u3002\u3054\u5229\u7528\u30fb\u5f15\u7528\u6642\u306f\u51fa\u5178\u660e\u8a18\u5fc5\u9808\u3002<\/p>\n<\/body>\n<\/html>\n\n","protected":false},"excerpt":{"rendered":"<p>\u6e96\u5b9f\u9a13\uff08quasi\u2011experiment\uff09\u3067AI\u6559\u80b2\u30fb\u5b66\u7fd2\u52b9\u679c\u3092\u691c\u8a3c\u3059\u308b\u5168\u3066 \u6e96\u5b9f\u9a13\uff08quasi\u2011experiment\uff09\u306f\u3001\u73fe\u5834\u3067\u672c\u5f53\u306b\u5f79\u7acb\u3064\u300c\u73fe\u5b9f\u89e3\u300d\u306e\u4e00\u3064\u3002 \u4f8b\u3048\u3070\u300cAI\u30c1\u30e5\u30fc\u30bf\u30fc\u306e\u5c0e\u5165\u3067\u672c\u5f53\u306b\u5b50\u3069\u3082\u306e\u82f1\u8a9e\u529b\u304c\u4f38\u3073\u308b […]<\/p>\n","protected":false},"author":1,"featured_media":1498,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"saved_in_kubio":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"vkexunit_cta_each_option":"","footnotes":""},"categories":[5,54,7],"tags":[26,51,52,36],"class_list":["post-1496","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-54","category-academic","tag-ai","tag-51","tag-52","tag-36"],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/beeknowledge.co.jp\/wp-content\/uploads\/2025\/07\/gmftk3gmftk3.jpg","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1496","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1496"}],"version-history":[{"count":2,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1496\/revisions"}],"predecessor-version":[{"id":1499,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1496\/revisions\/1499"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/media\/1498"}],"wp:attachment":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1496"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1496"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1496"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}