{"id":8684,"date":"2026-04-30T07:51:31","date_gmt":"2026-04-30T07:51:31","guid":{"rendered":"https:\/\/mirai-works.co.jp\/mwri\/?p=8684"},"modified":"2026-04-30T07:51:31","modified_gmt":"2026-04-30T07:51:31","slug":"%e3%80%90%e7%89%b9%e9%9b%86%e3%80%91%e5%a4%a7%e4%bc%81%e6%a5%ad%e6%8b%85%e5%bd%93%e8%80%85%e3%81%ab%e8%81%9e%e3%81%84%e3%81%9f%ef%bc%81%e3%83%aa%e3%82%b9%e3%82%ad%e3%83%aa%e3%83%b3%e3%82%b0%e5%ae%9f-2","status":"publish","type":"post","link":"https:\/\/mirai-works.co.jp\/mwri\/column\/column-reskilling\/8684\/","title":{"rendered":"\u3010\u7279\u96c6\u3011\u5927\u4f01\u696d\u62c5\u5f53\u8005\u306b\u805e\u3044\u305f\uff01\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u5b9f\u614b\u8abf\u67fb2026 \u751f\u6210AI\u306f\u3001\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u3092\u5909\u3048\u305f\u306e\u304b \u301c\u5b9f\u614b\u8abf\u67fb2026\u304c\u793a\u3059\u3001AI\u5f71\u97ff\u306e\u8a8d\u8b58\u3068\u5909\u5316\u306e\u5b9f\u614b\u301c"},"content":{"rendered":"

\u306f\u3058\u3081\u306b\uff5c\u524d\u56de\u7b2c11\u56de\u3067\u306e\u767a\u898b\u3068\u3001\u4eca\u56de\u306e\u554f\u3044<\/span><\/h2>\n

\u307f\u3089\u3044\u30ef\u30fc\u30af\u30b9\u7dcf\u5408\u7814\u7a76\u6240\u304c\u72ec\u81ea\u306b\u5b9f\u65bd\u3057\u305f\u300c\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u5b9f\u614b\u8abf\u67fb2025\u300d\uff08\u5f93\u696d\u54e1500\u540d\u4ee5\u4e0a\u306e\u65e5\u672c\u4f01\u696d\u306e\u4eba\u6750\u958b\u767a\u30fb\u4eba\u4e8b\u7814\u4fee\u62c5\u5f53\u8005400\u540d\uff09\u3002\u305d\u306e\u5831\u544a\u3068\u3057\u3066\u3001\u524d\u56de\uff08\u7b2c11\u56de\uff09\u3067\u306f\u5927\u4f01\u696d\u306e\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u306e\u300c\u73fe\u5728\u5730\u300d\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3057\u305f\u3002<\/span><\/p>\n

\u25a0 \u524d\u56de\u7b2c11\u56de\u306e\u767a\u898b\uff08\u8981\u7d04\uff09
\n<\/b>\u5927\u4f01\u696d\u306e64.5%\u304c\u300c\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u3092\u5b9f\u65bd\u3057\u3066\u3044\u308b\u300d\u3068\u56de\u7b54\u3057\u307e\u3057\u305f\u304c\u3001\u5404\u793e\u304c\u305d\u306e\u8a00\u8449\u306b\u8fbc\u3081\u3066\u3044\u308b\u610f\u5473\u306f\u5927\u304d\u304f\u7570\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u8abf\u67fb\u3067\u306f\u300c\u3042\u306a\u305f\u306e\u4f1a\u793e\u3067\u306f\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u3092\u3069\u306e\u7bc4\u56f2\u306e\u53d6\u308a\u7d44\u307f\u3068\u3057\u3066\u6349\u3048\u3066\u3044\u308b\u304b\u300d\u3068\u3044\u3046\u8a2d\u554f\uff08Q2\uff09\u3092\u8a2d\u3051\u30015\u3064\u306e\u9078\u629e\u80a2\u304b\u3089\u56de\u7b54\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002<\/span><\/p>\n\n\n\n\n\n\n\n\n\n
\u6349\u3048\u65b9\u306e\u985e\u578b\uff08Q2\uff09<\/b><\/td>\n\u4ef6\u6570<\/b><\/td>\n\u6bd4\u7387<\/b><\/td>\n<\/tr>\n
\u2460\u5b66\u7fd2\u6a5f\u4f1a\u306e\u63d0\u4f9b\uff08\u8077\u52d9\u30fb\u5f79\u5272\u306e\u8ee2\u63db\u306f\u524d\u63d0\u306b\u3057\u306a\u3044\uff09<\/span><\/td>\n116\u4ef6<\/span><\/td>\n29.0%<\/span><\/td>\n<\/tr>\n
\u2461\u73fe\u8077\u3067\u306e\u6d3b\u7528\u307e\u3067\uff08\u8077\u52d9\u30fb\u5f79\u5272\u306e\u8ee2\u63db\u306f\u524d\u63d0\u306b\u3057\u306a\u3044\uff09<\/span><\/td>\n128\u4ef6<\/span><\/td>\n32.0%<\/span><\/td>\n<\/tr>\n
\u2462\u793e\u5185\u516c\u52df\u30fb\u30de\u30c3\u30c1\u30f3\u30b0\u307e\u3067\uff08\u7570\u52d5\u3059\u308b\u304b\u3069\u3046\u304b\u306f\u5fdc\u52df\u3068\u9078\u8003\u7d50\u679c\u306b\u3088\u308b\uff09<\/span><\/td>\n82\u4ef6<\/span><\/td>\n20.5%<\/span><\/td>\n<\/tr>\n
\u2463\u5b66\u7fd2\u3068\u914d\u7f6e\u8ee2\u63db\u3092\u4e00\u9023\u306e\u6d41\u308c\u3067\u904b\u7528\u3059\u308b\uff08\u653f\u5e9c\u5b9a\u7fa9\u76f8\u5f53\uff09<\/span><\/td>\n38\u4ef6<\/span><\/td>\n9.5%<\/span><\/td>\n<\/tr>\n
\u2464\u5148\u306b\u914d\u7f6e\u8ee2\u63db\u3001\u5f8c\u306b\u5b66\u7fd2\u3055\u305b\u308b<\/span><\/td>\n29\u4ef6<\/span><\/td>\n7.3%<\/span><\/td>\n<\/tr>\n
\u305d\u306e\u4ed6<\/span><\/td>\n7\u4ef6<\/span><\/td>\n1.8%<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u3053\u306e\u7d50\u679c\u304c\u793a\u3059\u6838\u5fc3\u306f\u3001<\/span>\u300c\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u300d\u3068\u3044\u3046\u8a00\u8449\u306e\u666e\u53ca\u3068\u3001\u672c\u6765\u306e\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u306e\u666e\u53ca\u306f\u5225\u306e\u8a71<\/b>\u3060\u3068\u3044\u3046\u3053\u3068\u3067\u3057\u305f\u3002\u653f\u5e9c\u304c\u5b9a\u7fa9\u3059\u308b\u8077\u7a2e\u8ee2\u63db\u578b\uff08\u2463\uff09\u306f9.5%\u306b\u3068\u3069\u307e\u308a\u300161.0%\u306f\u8077\u7a2e\u8ee2\u63db\u3092\u524d\u63d0\u3068\u3057\u306a\u3044\u53d6\u308a\u7d44\u307f\u3092\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u3068\u547c\u3093\u3067\u3044\u307e\u3057\u305f\u3002<\/span><\/p>\n

\u3053\u306e\u300cQ2\u306e\u6349\u3048\u65b9\uff08\u2460\u301c\u2464\uff09\u300d\u306f\u3001\u7b2c12\u56de\u306e\u5206\u6790\u3092\u901a\u3058\u3066\u7e70\u308a\u8fd4\u3057\u767b\u5834\u3057\u307e\u3059\u3002\u7b2c12\u56de\u304b\u3089\u8aad\u307e\u308c\u308b\u65b9\u306f\u3001\u4e0a\u306e\u8868\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u304a\u8aad\u307f\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n

\u25a0 \u4eca\u56de\uff08\u7b2c12\u56de\uff09\u306e\u554f\u3044
\n<\/b>\u4eca\u56de\u306f\u8996\u70b9\u3092\u5909\u3048\u307e\u3059\u3002<\/span>\u5404\u793e\u304c\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u306e\u5b9a\u7fa9\u3092\u3069\u3046\u6349\u3048\u3066\u3044\u308b\u304b\u306f\u3044\u3063\u305f\u3093\u62ec\u5f27\u306b\u5165\u308c\u3066\u3001\u300c\u81ea\u793e\u304c\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u3060\u3068\u601d\u3063\u3066\u884c\u3063\u3066\u3044\u308b\u6d3b\u52d5\u304c\u30012022\u5e7411\u6708\u4ee5\u964d\u306e\u751f\u6210AI\u666e\u53ca\u306b\u3088\u3063\u3066\u3069\u3046\u5909\u308f\u3063\u305f\u304b\u30fb\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u304b\u300d\u3092\u6b63\u9762\u304b\u3089\u898b\u307e\u3059\u3002<\/b> \u5404\u793e\u304c\u300c\u3053\u308c\u304c\u3046\u3061\u306e\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u3060\u300d\u3068\u8a8d\u8b58\u3057\u3066\u3044\u308b\u53d6\u308a\u7d44\u307f\u3078\u306e\u5f71\u97ff\u3068\u5909\u5316\u306e\u5b9f\u614b\u3067\u3059\u3002\u305d\u306e\u4e0a\u3067\u3001Q2\u306e\u5b9a\u7fa9\u306e\u9055\u3044\u306b\u3088\u3063\u3066\u5f71\u97ff\u306e\u53d7\u3051\u6b62\u3081\u65b9\u3084\u5909\u66f4\u306e\u5185\u5bb9\u306b\u3069\u306e\u3088\u3046\u306a\u5dee\u304c\u51fa\u3066\u3044\u308b\u304b\u3092\u91cd\u306d\u3066\u5206\u6790\u3057\u307e\u3059\u3002<\/span><\/p>\n

\u6271\u3046\u8a2d\u554f\u306f\u3001Q7\uff08\u751f\u6210AI\u5f71\u97ff\u306e\u6709\u7121\u30fb\u7a0b\u5ea6\uff09\u30fbQ8\uff08\u5f71\u97ff\u306e\u5177\u4f53\u7684\u5185\u5bb9\uff09\u30fbQ9\uff08\u5909\u66f4\u306e\u6709\u7121\u30fb\u72b6\u6cc1\uff09\u30fbQ10\uff08\u5909\u66f4\u5185\u5bb9\uff09\u30fbQ11\uff08\u5909\u66f4\u3067\u304d\u306a\u3044\u7406\u7531\uff09\u30fbQ12\uff08\u65bd\u7b56\u306e\u7d44\u307f\u8fbc\u307f\u8981\u7d20\uff09\u306e6\u8a2d\u554f\u3067\u3059\u3002<\/span><\/p>\n

Q7\uff1a\u751f\u6210AI\u306e\u5f71\u97ff\u3092\u3069\u3046\u53d7\u3051\u6b62\u3081\u3066\u3044\u308b\u304b\u2014\u201478.5%\u304c\u300c\u5f71\u97ff\u3042\u308a\u300d<\/span><\/h2>\n

\u3010\u8a2d\u554fQ7\u3011\u751f\u6210AI\u306e\u767b\u5834\u30fb\u666e\u53ca\uff082022\u5e7411\u6708\u4ee5\u964d\uff09\u306f\u3001\u8cb4\u793e\u306e\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\uff08\u307e\u305f\u306f\u305d\u306e\u691c\u8a0e\u30fb\u65b9\u91dd\uff09\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u3057\u305f\u304b\u3002\uff08\u5358\u4e00\u56de\u7b54\u3001n=321\uff09<\/b><\/p>\n

Q7\u306f\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u3092\u5b9f\u65bd\u4e2d\u30fb\u691c\u8a0e\u4e2d\u7b49\u306e321\u540d\u3078\u306e\u8a2d\u554f\u3067\u3059\uff08Q1\u306e\u300c\u904e\u53bb\u3082\u542b\u3081\u3066\u5b9f\u65bd\u3057\u3066\u3044\u306a\u3044\u300d\u300c\u308f\u304b\u3089\u306a\u3044\u300d\u306e79\u540d\u306f\u5bfe\u8c61\u5916\uff09\u3002<\/span><\/p>\n\n\n\n\n\n\n\n\n\n
\u9078\u629e\u80a2\uff08\u5168\u6587\uff09<\/b><\/td>\n\u4ef6\u6570<\/b><\/td>\n\u6bd4\u7387<\/b><\/td>\n<\/tr>\n
\u5f71\u97ff\u304c\u5927\u304d\u304f\u3001\u76ee\u7684\u30fb\u30bf\u30fc\u30b2\u30c3\u30c8\u8077\u52d9\u30fb\u5236\u5ea6\u8a2d\u8a08\u306e\u898b\u76f4\u3057\u304c\u5fc5\u8981\u3068\u306a\u3063\u305f<\/span><\/td>\n56<\/span>\u4ef6<\/span><\/td>\n17.4%<\/span><\/td>\n<\/tr>\n
\u5f71\u97ff\u304c\u3042\u308a\u3001\u80b2\u6210\u30c6\u30fc\u30de\u30fb\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u306e\u66f4\u65b0\u304c\u5fc5\u8981\u3068\u306a\u3063\u305f<\/span><\/td>\n119<\/span>\u4ef6<\/span><\/td>\n37.1%<\/span><\/td>\n<\/tr>\n
\u5f71\u97ff\u304c\u3042\u308b\u304c\u3001\u7279\u5b9a\u90e8\u9580\u30fb\u7279\u5b9a\u8077\u7a2e\u306b\u9650\u5b9a\u3055\u308c\u308b<\/span><\/td>\n77<\/span>\u4ef6<\/span><\/td>\n24.0%<\/span><\/td>\n<\/tr>\n
\u5f71\u97ff\u306f\u306a\u3044<\/span><\/td>\n27<\/span>\u4ef6<\/span><\/td>\n8.4%<\/span><\/td>\n<\/tr>\n
\u5f71\u97ff\u3092\u8a55\u4fa1\u3057\u3066\u3044\u306a\u3044<\/span><\/td>\n23<\/span>\u4ef6<\/span><\/td>\n7.2%<\/span><\/td>\n<\/tr>\n
\u308f\u304b\u3089\u306a\u3044<\/span><\/td>\n19<\/span>\u4ef6<\/span><\/td>\n5.9%<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

3\u3064\u306e\u300c\u5f71\u97ff\u3042\u308a\u300d\u3092\u5408\u8a08\u3059\u308b\u3068<\/span>252\u4ef6\uff0878.5%\uff09<\/b>\u3002\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u306b\u95a2\u308f\u308b\u62c5\u5f53\u8005\u306e\u7d048\u5272\u304c\u4f55\u3089\u304b\u306e\u5f71\u97ff\u3092\u8a8d\u8b58\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u305d\u306e\u5185\u8a33\u3092\u898b\u308b\u3068\u3001\u300c\u76ee\u7684\u30fb\u5236\u5ea6\u8a2d\u8a08\u306e\u898b\u76f4\u3057\u304c\u5fc5\u8981\u300d\u3068\u3044\u3046\u6839\u672c\u7684\u306a\u5909\u5316\u3092\u611f\u3058\u3066\u3044\u308b\u306e\u306f17.4%\u306b\u3068\u3069\u307e\u308a\u3001\u6700\u591a\u306f\u300c\u30c6\u30fc\u30de\u30fb\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u306e\u66f4\u65b0\u304c\u5fc5\u8981\u300d\uff0837.1%\uff09\u3067\u3059\u3002\u751f\u6210AI\u306e\u5f71\u97ff\u306f\u5e83\u304f\u8a8d\u8b58\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u306e\u3001\u305d\u308c\u304c\u300c\u6839\u672c\u7684\u306a\u5909\u5316\u300d\u3068\u3057\u3066\u53d7\u3051\u6b62\u3081\u3089\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u306b\u306f\u5927\u304d\u306a\u6fc3\u6de1\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n

\u3053\u3053\u3067Q2\u306e\u5b9a\u7fa9\u5225\u306b\u898b\u308b\u3068\u3001\u898b\u843d\u3068\u305b\u306a\u3044\u9006\u8aac\u304c\u73fe\u308c\u307e\u3059\u3002<\/b><\/p>\n

\u3010Q2\u306e\u6349\u3048\u65b9\u00d7Q7\u5f71\u97ff\u8a8d\u8b58\uff08\u5206\u6bcd\u306f\u5404Q2\u30b0\u30eb\u30fc\u30d7\u306eQ7\u56de\u7b54\u8005\u6570\uff09\u3011<\/b><\/p>\n\n\n\n\n\n\n\n\n
Q2<\/b>\u306e\u6349\u3048\u65b9<\/b><\/td>\nQ7<\/b>\u56de\u7b54<\/b>n<\/b><\/td>\n\u5f71\u97ff\u5927\u30fb\u5236\u5ea6\u898b\u76f4\u3057\u5fc5\u8981<\/b><\/td>\n\u5f71\u97ff\u3042\u308a\u30fb\u30c6\u30fc\u30de\u66f4\u65b0<\/b><\/td>\n\u7279\u5b9a\u90e8\u9580\u306e\u307f<\/b><\/td>\n\u5f71\u97ff\u306a\u3057<\/b><\/td>\n\u8a55\u4fa1\u305b\u305a<\/b><\/td>\n\u308f\u304b\u3089\u306a\u3044<\/b><\/td>\n<\/tr>\n
\u2460<\/span>\u5b66\u7fd2\u6a5f\u4f1a\u306e\u63d0\u4f9b\uff08\u8ee2\u63db\u524d\u63d0\u306a\u3057\uff09<\/span><\/td>\n88<\/span><\/td>\n27.3%<\/b><\/td>\n35.2%<\/span><\/td>\n15.9%<\/span><\/td>\n6.8%<\/span><\/td>\n9.1%<\/span><\/td>\n5.7%<\/span><\/td>\n<\/tr>\n
\u2461<\/span>\u73fe\u8077\u3067\u306e\u6d3b\u7528\u307e\u3067\uff08\u8ee2\u63db\u524d\u63d0\u306a\u3057\uff09<\/span><\/td>\n119<\/span><\/td>\n10.9%<\/span><\/td>\n42.9%<\/b><\/td>\n27.7%<\/span><\/td>\n9.2%<\/span><\/td>\n2.5%<\/span><\/td>\n6.7%<\/span><\/td>\n<\/tr>\n
\u2462<\/span>\u793e\u5185\u516c\u52df\u30fb\u30de\u30c3\u30c1\u30f3\u30b0\u307e\u3067<\/span><\/td>\n74<\/span><\/td>\n17.6%<\/span><\/td>\n32.4%<\/span><\/td>\n28.4%<\/span><\/td>\n10.8%<\/span><\/td>\n8.1%<\/span><\/td>\n2.7%<\/span><\/td>\n<\/tr>\n
\u2463<\/span>\u5b66\u7fd2\u3068\u914d\u7f6e\u8ee2\u63db\u3092\u4e00\u9023\u306e\u6d41\u308c\u3067\uff08\u653f\u5e9c\u5b9a\u7fa9\u76f8\u5f53\uff09<\/span><\/td>\n27<\/span><\/td>\n14.8%<\/span><\/td>\n44.4%<\/b><\/td>\n25.9%<\/span><\/td>\n0.0%<\/span><\/td>\n11.1%<\/span><\/td>\n3.7%<\/span><\/td>\n<\/tr>\n
\u2464<\/span>\u5148\u306b\u914d\u7f6e\u8ee2\u63db\u3001\u5f8c\u306b\u5b66\u7fd2<\/span><\/td>\n13<\/span><\/td>\n15.4%<\/span><\/td>\n7.7%<\/span><\/td>\n15.4%<\/span><\/td>\n15.4%<\/span><\/td>\n23.1%<\/span><\/td>\n23.1%<\/b><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u300c\u5f71\u97ff\u5927\u30fb\u76ee\u7684\u3084\u5236\u5ea6\u8a2d\u8a08\u306e\u898b\u76f4\u3057\u304c\u5fc5\u8981\u300d\u3068\u6700\u3082\u9ad8\u3044\u5272\u5408\u3067\u7b54\u3048\u3066\u3044\u308b\u306e\u306f\u3001<\/span>\u2460\uff08\u5b66\u7fd2\u6a5f\u4f1a\u63d0\u4f9b\u578b\uff09\u306e27.3%<\/b>\u3067\u3059\u3002\u653f\u5e9c\u5b9a\u7fa9\u76f8\u5f53\u306e\u2463\uff0814.8%\uff09\u3088\u308a\u9ad8\u3044\u6570\u5b57\u3067\u3059\u3002<\/span><\/p>\n

\u306a\u305c\u3001\u8077\u7a2e\u8ee2\u63db\u3092\u524d\u63d0\u3068\u3057\u306a\u3044\u5b66\u7fd2\u63d0\u4f9b\u578b\u306e\u53d6\u308a\u7d44\u307f\u3092\u3057\u3066\u3044\u308b\u4f01\u696d\u307b\u3069\u300c\u6839\u672c\u304b\u3089\u5909\u3048\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u300d\u3068\u611f\u3058\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u751f\u6210AI\u306e\u767b\u5834\u306b\u3088\u3063\u3066\u300c\u3053\u306e\u307e\u307e\u3067\u306f\u901a\u7528\u3057\u306a\u3044\u300d\u3068\u3044\u3046\u5371\u6a5f\u611f\u304c\u6700\u3082\u5f37\u3044\u30b0\u30eb\u30fc\u30d7\u304c\u3053\u3053\u306b\u96c6\u4e2d\u3057\u3066\u3044\u308b\u3001\u3068\u8aad\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u9006\u306b\u2463\uff08\u653f\u5e9c\u5b9a\u7fa9\u76f8\u5f53\uff09\u306e\u4f01\u696d\u306f\u3001\u8077\u7a2e\u8ee2\u63db\u306e\u4ed5\u7d44\u307f\u3092\u3042\u3089\u304b\u3058\u3081\u6301\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u300c\u30c6\u30fc\u30de\u30fb\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u3092\u66f4\u65b0\u3059\u308c\u3070\u3088\u3044\u300d\u3068\u3044\u3046\u5224\u65ad\u306b\u306a\u308a\u3084\u3059\u3044\u5074\u9762\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n

\u2464\uff08\u5148\u914d\u7f6e\u5f8c\u5b66\u7fd2\u578b\uff09\u3067\u306f\u300c\u8a55\u4fa1\u3057\u3066\u3044\u306a\u3044\u30fb\u308f\u304b\u3089\u306a\u3044\u300d\u306e\u5408\u8a08\u304c<\/span>46.2%<\/b>\u3068\u7a81\u51fa\u3057\u3066\u9ad8\u3044\u3002\u7d44\u7e54\u518d\u7de8\u30fb\u4eba\u54e1\u30b7\u30d5\u30c8\u3092\u4e3b\u306a\u52d5\u6a5f\u3068\u3059\u308b\u3053\u306e\u30b0\u30eb\u30fc\u30d7\u306f\u3001\u751f\u6210AI\u306e\u5f71\u97ff\u3092\u4f53\u7cfb\u7684\u306b\u8a55\u4fa1\u3059\u308b\u4ed5\u7d44\u307f\u81ea\u4f53\u3092\u6301\u3066\u3066\u3044\u306a\u3044\u72b6\u614b\u304c\u3046\u304b\u304c\u3048\u307e\u3059\u3002<\/span><\/p>\n

Q8\uff1a\u4f55\u304c\u5909\u308f\u308b\u3068\u8a8d\u8b58\u3057\u3066\u3044\u308b\u304b\u2014\u2014\u300c\u4eba\u3092\u52d5\u304b\u3059\u300d\u5fc5\u8981\u6027\u306f\u6700\u4e0b\u4f4d<\/span><\/h2>\n

\u3010\u8a2d\u554fQ8\u3011\u751f\u6210AI\u306e\u666e\u53ca\u306e\u5f71\u97ff\u306e\u5185\u5bb9\u3068\u3057\u3066\u5f53\u3066\u306f\u307e\u308b\u3082\u306e\u306f\u4f55\u3067\u3059\u304b\u3002\uff08\u8907\u6570\u56de\u7b54\u53ef\u3001Q7\u306e\u5f71\u97ff\u3042\u308a\u306e\u56de\u7b54\u8005 n=252\uff09<\/b><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\u9078\u629e\u80a2\uff08\u5168\u6587\uff09<\/b><\/td>\n\u4ef6\u6570<\/b><\/td>\n\u6bd4\u7387<\/b><\/td>\n<\/tr>\n
AI<\/span>\u6d3b\u7528\u3092\u524d\u63d0\u306b\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u518d\u8a2d\u8a08\u304c\u5fc5\u8981\u3068\u306a\u308a\u3001\u5fc5\u8981\u30b9\u30ad\u30eb\u30fb\u5f79\u5272\u304c\u5909\u308f\u3063\u305f<\/span><\/td>\n121<\/span>\u4ef6<\/span><\/td>\n48.0%<\/b><\/td>\n<\/tr>\n
\u5c06\u6765\u5fc5\u8981\u306a\u8077\u52d9\u30fb\u5f79\u5272\uff08\u30bf\u30fc\u30b2\u30c3\u30c8\u50cf\uff09\u306e\u518d\u5b9a\u7fa9\u304c\u5fc5\u8981\u3068\u306a\u3063\u305f<\/span><\/td>\n98<\/span>\u4ef6<\/span><\/td>\n38.9%<\/b><\/td>\n<\/tr>\n
\u30ea\u30b9\u30af\u7d71\u5236\uff08\u6a5f\u5bc6\u30fb\u500b\u4eba\u60c5\u5831\u30fb\u8457\u4f5c\u6a29\u30fb\u54c1\u8cea\u7b49\uff09\u306b\u3088\u308a\u30ac\u30d0\u30ca\u30f3\u30b9\u6574\u5099\u304c\u5fc5\u9808\u3068\u306a\u3063\u305f<\/span><\/td>\n83<\/span>\u4ef6<\/span><\/td>\n32.9%<\/b><\/td>\n<\/tr>\n
\u65e2\u5b58\u306e\u80b2\u6210\u5185\u5bb9\uff08\u5b9a\u578b\u7684\u306a\u4f5c\u696d\u30b9\u30ad\u30eb\u7b49\uff09\u306e\u9673\u8150\u5316\u30ea\u30b9\u30af\u304c\u9855\u5728\u5316\u3057\u305f<\/span><\/td>\n70<\/span>\u4ef6<\/span><\/td>\n27.8%<\/span><\/td>\n<\/tr>\n
\u73fe\u5834\u306e\u751f\u7523\u6027\u30fb\u54c1\u8cea\u30fb\u30b9\u30d4\u30fc\u30c9\u8981\u6c42\u304c\u9ad8\u307e\u308a\u3001\u65e9\u671f\u6210\u679c\u5316\u306e\u5727\u529b\u304c\u5897\u3057\u305f<\/span><\/td>\n56<\/span>\u4ef6<\/span><\/td>\n22.2%<\/span><\/td>\n<\/tr>\n
\u7d4c\u55b6\u65b9\u91dd\u30fb\u6295\u8cc7\u512a\u5148\u5ea6\u304c<\/span>AI<\/span>\u306b\u30b7\u30d5\u30c8\u3057\u3001\u91cd\u70b9\u9818\u57df\u304c\u5909\u308f\u3063\u305f<\/span><\/td>\n48<\/span>\u4ef6<\/span><\/td>\n19.0%<\/span><\/td>\n<\/tr>\n
\u751f\u6210<\/span>AI<\/span>\u306e\u793e\u5185\u5229\u7528\u74b0\u5883\uff08\u30c4\u30fc\u30eb\u30fb\u30c7\u30fc\u30bf\uff09\u306e\u6574\u5099\u304c\u524d\u63d0\u3068\u306a\u3063\u305f<\/span><\/td>\n47<\/span>\u4ef6<\/span><\/td>\n18.7%<\/span><\/td>\n<\/tr>\n
\u63a1\u7528\u30fb\u5916\u6ce8\u3067\u5145\u8db3\u3067\u304d\u305a\u3001\u5185\u90e8\u306e\u4eba\u6750\u8ee2\u63db\u306e\u5fc5\u8981\u6027\u304c\u9ad8\u307e\u3063\u305f<\/b><\/td>\n19<\/b>\u4ef6<\/b><\/td>\n7.5%<\/b><\/td>\n<\/tr>\n
\u305d\u306e\u4ed6<\/span><\/td>\n0<\/span>\u4ef6<\/span><\/td>\n0.0%<\/span><\/td>\n<\/tr>\n
\u308f\u304b\u3089\u306a\u3044<\/span><\/td>\n5<\/span>\u4ef6<\/span><\/td>\n2.0%<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u5f71\u97ff\u306e\u8a8d\u8b58\u306f\u300c\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u518d\u8a2d\u8a08\u30fb\u30b9\u30ad\u30eb\u5909\u5316\u300d\uff0848.0%\uff09\u30fb\u300c\u5c06\u6765\u8077\u52d9\u306e\u518d\u5b9a\u7fa9\u300d\uff0838.9%\uff09\u30fb\u300c\u30ac\u30d0\u30ca\u30f3\u30b9\u6574\u5099\u306e\u5fc5\u8981\u300d\uff0832.9%\uff09\u3068\u3001\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u306e\u6839\u5e79\u306b\u95a2\u308f\u308b\u5909\u5316\u3068\u3057\u3066\u5e83\u304f\u53d7\u3051\u6b62\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n

\u3057\u304b\u3057\u6700\u4e0b\u4f4d\u306b\u6ce8\u76ee\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span>\u300c\u63a1\u7528\u30fb\u5916\u6ce8\u3067\u5145\u8db3\u3067\u304d\u305a\u3001\u5185\u90e8\u306e\u4eba\u6750\u8ee2\u63db\u306e\u5fc5\u8981\u6027\u304c\u9ad8\u307e\u3063\u305f\u300d\u304c\u308f\u305a\u304b7.5%<\/b>\u2014\u2014\u516810\u9805\u76ee\u4e2d\u3001\u6700\u3082\u4f4e\u3044\u56de\u7b54\u3067\u3059\u3002<\/span><\/p>\n

\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u304c\u5909\u308f\u308b\u3001\u30b9\u30ad\u30eb\u5b9a\u7fa9\u304c\u5909\u308f\u308b\u3001\u5c06\u6765\u306e\u8077\u52d9\u50cf\u3092\u518d\u5b9a\u7fa9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u2014\u2014\u3053\u308c\u3089\u3092\u611f\u3058\u306a\u304c\u3089\u3082\u3001\u305d\u308c\u304c\u300c\u3060\u304b\u3089\u793e\u54e1\u306e\u8077\u7a2e\u3092\u8ee2\u63db\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308b\u300d\u3068\u3044\u3046\u8a8d\u8b58\u306b\u306f\u307b\u3068\u3093\u3069\u3064\u306a\u304c\u3063\u3066\u3044\u307e\u305b\u3093\u3002<\/span>\u751f\u6210AI\u3068\u3044\u3046\u6700\u5927\u306e\u5909\u5316\u8981\u56e0\u304c\u3001\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u306e\u672c\u6765\u76ee\u7684\u3067\u3042\u308b\u300c\u4eba\u6750\u8ee2\u63db\u306e\u52a0\u901f\u300d\u306e\u52d5\u6a5f\u306b\u306f\u76f4\u7d50\u3057\u3066\u3044\u306a\u3044<\/b>\u306e\u3067\u3059\u3002<\/span><\/p>\n

\u7b2c11\u56de\u3067\u660e\u3089\u304b\u306b\u306a\u3063\u305f\u3088\u3046\u306b\u300161.0%\u306e\u4f01\u696d\u306f\u8077\u7a2e\u8ee2\u63db\u3092\u524d\u63d0\u3068\u3057\u306a\u3044\u5f62\u3067\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u3092\u6349\u3048\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u5b9a\u7fa9\u306e\u3082\u3068\u3067\u306f\u3001\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u304c\u5909\u308f\u3063\u3066\u3082\u300c\u30b9\u30ad\u30eb\u3092\u5b66\u3070\u305b\u308b\u8a71\u300d\u3068\u3057\u3066\u51e6\u7406\u3055\u308c\u3084\u3059\u304f\u3001\u300c\u4eba\u3092\u52d5\u304b\u3059\u8a71\u300d\u306b\u306a\u308a\u306b\u304f\u3044\u3002\u3053\u308c\u306f\u65e5\u672c\u306e\u5927\u4f01\u696d\u306b\u5e83\u304f\u5171\u901a\u3059\u308b\u69cb\u9020\u3067\u3059\u3002<\/span><\/p>\n

\u3010Q8\u4e3b\u8981\u9805\u76ee \u00d7 Q2\u306e\u6349\u3048\u65b9\uff08\u5206\u6bcd\u306f\u5404Q2\u30b0\u30eb\u30fc\u30d7\u306eQ7\u5f71\u97ff\u3042\u308a\u56de\u7b54\u8005\u6570\uff09\u3011<\/b><\/p>\n\n\n\n\n\n\n\n
Q8<\/b>\u306e\u5f71\u97ff\u5185\u5bb9<\/b><\/td>\n\u2460<\/b>n=69<\/b><\/td>\n\u2461<\/b>n=97<\/b><\/td>\n\u2462<\/b>n=58<\/b><\/td>\n\u2463<\/b>n=23<\/b><\/td>\n\u2464<\/b>n=5<\/b><\/td>\n<\/tr>\n
\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u518d\u8a2d\u8a08\u30fb\u30b9\u30ad\u30eb\u5909\u5316<\/span><\/td>\n46.4%<\/span><\/td>\n48.5%<\/span><\/td>\n48.3%<\/span><\/td>\n56.5%<\/b><\/td>\n20.0%<\/span><\/td>\n<\/tr>\n
\u5c06\u6765\u8077\u52d9\u30fb\u5f79\u5272\u306e\u518d\u5b9a\u7fa9\u304c\u5fc5\u8981<\/span><\/td>\n44.9%<\/b><\/td>\n40.2%<\/span><\/td>\n27.6%<\/span><\/td>\n43.5%<\/span><\/td>\n40.0%<\/span><\/td>\n<\/tr>\n
\u30ac\u30d0\u30ca\u30f3\u30b9\u6574\u5099\u304c\u5fc5\u9808<\/span><\/td>\n24.6%<\/span><\/td>\n30.9%<\/span><\/td>\n44.8%<\/b><\/td>\n34.8%<\/span><\/td>\n40.0%<\/span><\/td>\n<\/tr>\n
\u5185\u90e8\u4eba\u6750\u8ee2\u63db\u306e\u5fc5\u8981\u6027\u304c\u5897\u3057\u305f<\/span><\/td>\n8.7%<\/span><\/td>\n5.2%<\/span><\/td>\n10.3%<\/span><\/td>\n4.3%<\/span><\/td>\n20.0%<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u203b\u2464\u306fn=5\u3068\u5c11\u306a\u3044\u305f\u3081\u53c2\u8003\u5024<\/span><\/p>\n

\u300c\u30ac\u30d0\u30ca\u30f3\u30b9\u6574\u5099\u304c\u5fc5\u9808\u300d\u306f\u2462\uff08\u516c\u52df\u30fb\u30de\u30c3\u30c1\u30f3\u30b0\u307e\u3067\u5b9a\u7fa9\uff09\u3067\u7d0445%\u3068\u7a81\u51fa\u3057\u3066\u3044\u307e\u3059\u3002\u793e\u5185\u516c\u52df\u30fb\u30de\u30c3\u30c1\u30f3\u30b0\u5236\u5ea6\u3092\u904b\u7528\u3059\u308b\u4f01\u696d\u3067\u306f\u3001\u751f\u6210AI\u5229\u7528\u304c\u60c5\u5831\u6f0f\u3048\u3044\u30fb\u8457\u4f5c\u6a29\u30ea\u30b9\u30af\u3068\u3044\u3063\u305f\u5177\u4f53\u7684\u306a\u5236\u5ea6\u904b\u7528\u554f\u984c\u306b\u76f4\u7d50\u3059\u308b\u305f\u3081\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u6574\u5099\u3092\u3088\u308a\u5207\u5b9f\u306b\u611f\u3058\u3084\u3059\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/span><\/p>\n

\u300c\u5185\u90e8\u4eba\u6750\u8ee2\u63db\u306e\u5fc5\u8981\u6027\u304c\u5897\u3057\u305f\u300d\u306f\u3001\u653f\u5e9c\u5b9a\u7fa9\u76f8\u5f53\u306e\u2463\u3067\u30824.3%\u3068\u5168\u30b0\u30eb\u30fc\u30d7\u4e2d\u6700\u4f4e\u3067\u3059\u3002\u8077\u7a2e\u8ee2\u63db\u3092\u524d\u63d0\u3068\u3057\u305f\u8a2d\u8a08\u3092\u3057\u3066\u3044\u308b\u4f01\u696d\u3067\u3059\u3089\u3001\u751f\u6210AI\u306e\u5f71\u97ff\u3092\u300c\u8ee2\u63db\u306e\u52a0\u901f\u300d\u3068\u306f\u6349\u3048\u3066\u3044\u306a\u3044\u2014\u2014\u3053\u308c\u306f\u5b9a\u7fa9\u306e\u9055\u3044\u3092\u8d85\u3048\u305f\u3001\u696d\u754c\u5168\u4f53\u306e\u69cb\u9020\u7684\u306a\u554f\u984c\u3067\u3059\u3002<\/span><\/p>\n

Q9\uff1a\u5b9f\u969b\u306b\u300c\u5909\u3048\u305f\u300d\u4f01\u696d\u306f\u3069\u306e\u304f\u3089\u3044\u304b<\/span><\/h2>\n

\u3010\u8a2d\u554fQ9\u3011\u751f\u6210AI\u306e\u666e\u53ca\u3092\u8e0f\u307e\u3048\u3001\u8cb4\u793e\u306e\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\uff08\u307e\u305f\u306f\u305d\u306e\u691c\u8a0e\u30fb\u65b9\u91dd\uff09\u3092\u5909\u66f4\u3057\u307e\u3057\u305f\u304b\u3002\uff08\u5358\u4e00\u56de\u7b54\u3001n=321\uff09<\/b><\/p>\n\n\n\n\n\n\n\n\n\n
\u9078\u629e\u80a2\uff08\u5168\u6587\uff09<\/b><\/td>\n\u4ef6\u6570<\/b><\/td>\n\u6bd4\u7387<\/b><\/td>\n<\/tr>\n
\u5909\u66f4\u6e08\u307f\u3067\u3042\u308b\uff08\u5168\u793e\u306e\u6a19\u6e96\u3068\u3057\u3066\u53cd\u6620\u6e08\u307f\u3067\u3042\u308b\uff09<\/span><\/td>\n64<\/span>\u4ef6<\/span><\/td>\n19.9%<\/b><\/td>\n<\/tr>\n
\u5909\u66f4\u6e08\u307f\u3067\u3042\u308b\uff08\u4e00\u90e8\u3067\u53cd\u6620\u30fb\u8a66\u884c\u4e2d\u3067\u3042\u308b\uff09<\/span><\/td>\n93<\/span>\u4ef6<\/span><\/td>\n29.0%<\/b><\/td>\n<\/tr>\n
\u5909\u66f4\u3092\u6c7a\u5b9a\u6e08\u307f\u3067\u3042\u308b\uff08\u672a\u5b9f\u884c\u3067\u3042\u308b\uff09<\/span><\/td>\n45<\/span>\u4ef6<\/span><\/td>\n14.0%<\/b><\/td>\n<\/tr>\n
\u5909\u66f4\u3092\u691c\u8a0e\u4e2d\u3067\u3042\u308b\uff08\u672a\u6c7a\u5b9a\u3067\u3042\u308b\uff09<\/span><\/td>\n56<\/span>\u4ef6<\/span><\/td>\n17.4%<\/span><\/td>\n<\/tr>\n
\u5909\u66f4\u3057\u3066\u3044\u306a\u3044<\/span><\/td>\n39<\/span>\u4ef6<\/span><\/td>\n12.1%<\/span><\/td>\n<\/tr>\n
\u308f\u304b\u3089\u306a\u3044<\/span><\/td>\n24<\/span>\u4ef6<\/span><\/td>\n7.5%<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u5909\u66f4\u6e08\u307f\uff08\u5168\u793e+\u4e00\u90e8\uff09\u306f321\u4ef6\u4e2d<\/span>157\u4ef6\uff0848.9%\uff09<\/b>\u3002\u7d04\u534a\u6570\u306e\u4f01\u696d\u304c\u3001\u751f\u6210AI\u666e\u53ca\u3092\u8e0f\u307e\u3048\u3066\u81ea\u793e\u306e\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u306b\u4f55\u3089\u304b\u306e\u5909\u66f4\u3092\u52a0\u3048\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n

\u305f\u3060\u3057\u300c\u5909\u3048\u305f\u4f01\u696d\u306f\u3069\u306e\u304f\u3089\u3044\u304b\u300d\u3068\u3044\u3046\u554f\u3044\u306f\u3001Q7\u3067\u898b\u305f\u300c\u5f71\u97ff\u3092\u3069\u3046\u8a8d\u8b58\u3057\u3066\u3044\u308b<\/span>\u304b\u300d\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u521d\u3081\u3066\u610f\u5473\u3092\u6301\u3061\u307e\u3059\u3002\u5f71\u97ff\u3092\u5f37\u304f\u611f\u3058\u305f\u4f01\u696d\u307b\u3069\u5909\u66f4\u3057\u3066\u3044\u308b\u306e\u304b\u3001\u305d\u308c\u3068\u3082\u5f71\u97ff\u8a8d\u8b58\u3068\u5909\u66f4\u884c\u52d5\u306f\u305a\u308c\u3066\u3044\u308b\u306e\u304b\u2014\u2014\u6b21\u306e\u30af\u30ed\u30b9\u8868\u3067\u305d\u308c\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/span><\/p>\n

\u3010Q7\u5f71\u97ff\u8a8d\u8b58 \u00d7 Q9\u5909\u66f4\u72b6\u6cc1 \u30af\u30ed\u30b9\u8868\uff08n=321\uff09\u3011<\/b><\/p>\n\n\n\n\n\n\n\n\n\n
Q7\u306e\u5f71\u97ff\u8a8d\u8b58<\/b><\/td>\nn<\/b><\/td>\n\u5909\u66f4\u6e08\u307f
\n<\/b>\uff08\u5168\u793e\uff09<\/b><\/td>\n		\u5909\u66f4\u6e08\u307f
\n<\/b>\uff08\u4e00\u90e8\uff09<\/b><\/td>\n		\u5909\u66f4\u6c7a\u5b9a
\n<\/b>\u30fb\u672a\u5b9f\u884c<\/b><\/td>\n		\u691c\u8a0e\u4e2d<\/b><\/td>\n\u5909\u66f4\u3057\u3066\u3044\u306a\u3044<\/b><\/td>\n\u308f\u304b\u3089\u306a\u3044<\/b><\/td>\n<\/tr>\n
\u5f71\u97ff\u5927\u30fb\u5236\u5ea6\u898b\u76f4\u3057\u5fc5\u8981<\/span><\/td>\n56<\/span><\/td>\n29\u4ef6
\n<\/span>(51.8%)<\/span><\/td>\n		16
\n<\/span>(28.6%)<\/span><\/td>\n		4\u4ef6
\n<\/span>(7.1%)<\/span><\/td>\n		3\u4ef6
\n<\/span>(5.4%)<\/span><\/td>\n		4\u4ef6
\n<\/span>(7.1%)<\/span><\/td>\n		0\u4ef6
\n<\/span>(0.0%)<\/span><\/td>\n<\/tr>\n
\u5f71\u97ff\u3042\u308a\u30fb\u30c6\u30fc\u30de\u66f4\u65b0<\/span><\/td>\n119<\/span><\/td>\n27\u4ef6
\n<\/span>(22.7%)<\/span><\/td>\n		56\u4ef6
\n<\/span>(47.1%)<\/span><\/td>\n		16\u4ef6
\n<\/span>(13.4%)<\/span><\/td>\n		17\u4ef6
\n<\/span>(14.3%)<\/span><\/td>\n		2\u4ef6
\n<\/span>(1.7%)<\/span><\/td>\n		1\u4ef6
\n<\/span>(0.8%)<\/span><\/td>\n<\/tr>\n
\u7279\u5b9a\u90e8\u9580\u306e\u307f<\/span><\/td>\n77<\/span><\/td>\n5\u4ef6
\n<\/span>(6.5%)<\/span><\/td>\n		21\u4ef6
\n<\/span>(27.3%)<\/span><\/td>\n		24\u4ef6
\n<\/span>(31.2%)<\/span><\/td>\n		19\u4ef6
\n<\/span>(24.7%)<\/span><\/td>\n		5\u4ef6
\n<\/span>(6.5%)<\/span><\/td>\n		3\u4ef6
\n<\/span>(3.9%)<\/span><\/td>\n<\/tr>\n
\u5f71\u97ff\u306a\u3057<\/span><\/td>\n27<\/span><\/td>\n3\u4ef6
\n<\/span>(11.1%)<\/span><\/td>\n		0\u4ef6
\n<\/span>(0.0%)<\/span><\/td>\n		0\u4ef6
\n<\/span>(0.0%)<\/span><\/td>\n		11\u4ef6
\n<\/span>(40.7%)<\/span><\/td>\n		12\u4ef6
\n<\/span>(44.4%)<\/span><\/td>\n		1\u4ef6
\n<\/span>(3.7%)<\/span><\/td>\n<\/tr>\n
\u8a55\u4fa1\u305b\u305a<\/span><\/td>\n23<\/span><\/td>\n0\u4ef6
\n<\/span>(0.0%)<\/span><\/td>\n		0\u4ef6
\n<\/span>(0.0%)<\/span><\/td>\n		1\u4ef6
\n<\/span>(4.3%)<\/span><\/td>\n		5\u4ef6
\n<\/span>(21.7%)<\/span><\/td>\n		12\u4ef6
\n<\/span>(52.2%)<\/span><\/td>\n		5\u4ef6
\n<\/span>(21.7%)<\/span><\/td>\n<\/tr>\n
\u308f\u304b\u3089\u306a\u3044<\/span><\/td>\n19<\/span><\/td>\n0\u4ef6
\n<\/span>(0.0%)<\/span><\/td>\n		0\u4ef6
\n<\/span>(0.0%)<\/span><\/td>\n		0\u4ef6
\n<\/span>(0.0%)<\/span><\/td>\n		1\u4ef6
\n<\/span>(5.3%)<\/span><\/td>\n		4\u4ef6
\n<\/span>(21.1%)<\/span><\/td>\n		14\u4ef6
\n<\/span>(73.7%)<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

 <\/p>\n

\u3010Q7\u5f71\u97ff\u8a8d\u8b58\u5225\u306e\u5909\u66f4\u6e08\u307f\uff08Q9=\u5168\u793e+\u4e00\u90e8\uff09\u5272\u5408\u3011<\/b><\/p>\n\n\n\n\n\n\n\n\n\n
Q7\u306e\u5f71\u97ff\u8a8d\u8b58<\/b><\/td>\nn<\/b><\/td>\n\u5909\u66f4\u6e08\u307f\u4ef6\u6570<\/b><\/td>\n\u5909\u66f4\u6e08\u307f\u7387<\/b><\/td>\n<\/tr>\n
\u5f71\u97ff\u5927\u30fb\u5236\u5ea6\u898b\u76f4\u3057\u5fc5\u8981<\/span><\/td>\n56<\/span><\/td>\n45\u4ef6<\/span><\/td>\n80.4%<\/b><\/td>\n<\/tr>\n
\u5f71\u97ff\u3042\u308a\u30fb\u30c6\u30fc\u30de\u66f4\u65b0<\/span><\/td>\n119<\/span><\/td>\n83\u4ef6<\/span><\/td>\n69.7%<\/b><\/td>\n<\/tr>\n
\u7279\u5b9a\u90e8\u9580\u306e\u307f<\/span><\/td>\n77<\/span><\/td>\n26\u4ef6<\/span><\/td>\n33.8%<\/b><\/td>\n<\/tr>\n
\u5f71\u97ff\u306a\u3057<\/span><\/td>\n27<\/span><\/td>\n3\u4ef6<\/span><\/td>\n11.1%<\/span><\/td>\n<\/tr>\n
\u8a55\u4fa1\u305b\u305a<\/span><\/td>\n23<\/span><\/td>\n0\u4ef6<\/span><\/td>\n0.0%<\/span><\/td>\n<\/tr>\n
\u308f\u304b\u3089\u306a\u3044<\/span><\/td>\n19<\/span><\/td>\n0\u4ef6<\/span><\/td>\n0.0%<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u3053\u306e\u30af\u30ed\u30b9\u8868\u304b\u3089\u3001\u4e09\u3064\u306e\u69cb\u9020\u304c\u8aad\u307f\u53d6\u308c\u307e\u3059\u3002<\/span><\/p>\n

\u7b2c\u4e00\u306b\u3001\u5f71\u97ff\u8a8d\u8b58\u306e\u5f37\u3055\u3068\u5909\u66f4\u306e\u5b9f\u884c\u306f\u968e\u6bb5\u72b6\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/b> \u300c\u5f71\u97ff\u5927\u30fb\u5236\u5ea6\u898b\u76f4\u3057\u304c\u5fc5\u8981\u300d\u3068\u7b54\u3048\u305f56\u793e\u306e80.4%\u304c\u3059\u3067\u306b\u5909\u66f4\u6e08\u307f\u3067\u3042\u308b\u4e00\u65b9\u3001\u300c\u5f71\u97ff\u3042\u308a\u30fb\u30c6\u30fc\u30de\u66f4\u65b0\u300d\u3067\u306f69.7%\u3001\u300c\u7279\u5b9a\u90e8\u9580\u306e\u307f\u300d\u3067\u306f33.8%\u3068\u6bb5\u968e\u7684\u306b\u4e0b\u304c\u308a\u307e\u3059\u3002\u5f71\u97ff\u3092\u3069\u306e\u6df1\u3055\u3067\u53d7\u3051\u6b62\u3081\u305f\u304b\u304c\u3001\u884c\u52d5\u306e\u6709\u7121\u306b\u76f4\u7d50\u3057\u3066\u3044\u307e\u3059\u3002\u96c6\u8a08\u3059\u308b\u3068\u3001\u5f71\u97ff\u3042\u308a\uff08Q7=1,2,3\uff09\u3068\u56de\u7b54\u3057\u305f252\u4ef6\u306e\u3046\u3061\u5909\u66f4\u6e08\u307f\u306f154\u4ef6\uff0861.1%\uff09\u3002\u5f71\u97ff\u3092\u611f\u3058\u305f\u4f01\u696d\u306e\u7d046\u5272\u306f\u5b9f\u969b\u306b\u52d5\u3044\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n

\u7b2c\u4e8c\u306b\u3001\u300c\u7279\u5b9a\u90e8\u9580\u306e\u307f\u300d\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u306f\u72ec\u81ea\u306e\u505c\u6ede\u304c\u3042\u308a\u307e\u3059\u3002<\/b> \u3053\u306e\u30b0\u30eb\u30fc\u30d7\u306f77\u793e\u4e2d24\u4ef6\uff0831.2%\uff09\u304c\u300c\u5909\u66f4\u6c7a\u5b9a\u6e08\u307f\u30fb\u672a\u5b9f\u884c\u300d\u300119\u4ef6\uff0824.7%\uff09\u304c\u300c\u691c\u8a0e\u4e2d\u300d\u3068\u3001\u5408\u308f\u305b\u3066\u534a\u6570\u4ee5\u4e0a\u304c\u5b9f\u884c\u306b\u81f3\u3063\u3066\u3044\u307e\u305b\u3093\u3002\u5f71\u97ff\u3092\u9650\u5b9a\u7684\u306a\u3082\u306e\u3068\u6349\u3048\u305f\u7d50\u679c\u3001\u300c\u5168\u793e\u306e\u8a71\u3067\u306f\u306a\u3044\u306e\u3067\u52d5\u304d\u304c\u920d\u3044\u300d\u3068\u3044\u3046\u69cb\u9020\u304c\u898b\u3048\u307e\u3059\u3002\u751f\u6210AI\u5f71\u97ff\u3092\u300c\u4e00\u90e8\u306e\u8a71\u300d\u3068\u3057\u3066\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3001\u7d50\u679c\u7684\u306b\u5909\u66f4\u306e\u5b9f\u884c\u3092\u9045\u3089\u305b\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n

\u7b2c\u4e09\u306b\u3001\u300c\u5f71\u97ff\u306a\u3057\u300d\u3068\u7b54\u3048\u305f27\u793e\u306e\u3046\u30613\u793e\uff0811.1%\uff09\u304c\u5909\u66f4\u6e08\u307f\u3067\u3042\u308b\u3068\u3044\u3046\u70b9\u3082\u898b\u904e\u3054\u305b\u307e\u305b\u3093\u3002<\/b> AI\u306e\u5f71\u97ff\u3068\u306f\u5225\u306e\u8981\u56e0\u2014\u2014\u7d4c\u55b6\u65b9\u91dd\u306e\u8ee2\u63db\u3001\u7d44\u7e54\u518d\u7de8\u3001\u5225\u306e\u30c9\u30e9\u30a4\u30d0\u30fc\u2014\u2014\u3067\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u3092\u5909\u66f4\u3057\u3066\u3044\u308b\u4f01\u696d\u304c\u4e00\u5b9a\u6570\u5b58\u5728\u3057\u307e\u3059\u3002\u751f\u6210AI\u3060\u3051\u304c\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u5909\u66f4\u306e\u52d5\u6a5f\u3067\u306f\u306a\u3044\u3068\u3044\u3046\u5f53\u7136\u306e\u4e8b\u5b9f\u304c\u3001\u3053\u3053\u306b\u8868\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n

\u305d\u3057\u3066\u300c\u8a55\u4fa1\u3057\u3066\u3044\u306a\u3044\u300d23\u793e\u3068\u300c\u308f\u304b\u3089\u306a\u3044\u300d19\u793e\u306e\u5408\u8a0842\u793e\u306f\u3001\u5909\u66f4\u6e08\u307f\u304c\u30bc\u30ed\u3067\u3059\u3002\u751f\u6210AI\u306e\u5f71\u97ff\u3092\u6e2c\u5b9a\u30fb\u628a\u63e1\u3059\u308b\u4ed5\u7d44\u307f\u3092\u6301\u3063\u3066\u3044\u306a\u3044\u4f01\u696d\u3067\u306f\u3001\u5909\u66f4\u306e\u8b70\u8ad6\u305d\u306e\u3082\u306e\u304c\u59cb\u307e\u3063\u3066\u3044\u307e\u305b\u3093\u3002\u3053\u308c\u306fQ11\u3067\u898b\u308b\u300c\u52b9\u679c\u6e2c\u5b9a\u304c\u5f31\u304f\u6839\u62e0\u4e0d\u8db3\u300d\u3068\u3044\u3046\u56de\u7b54\u3068\u3082\u3001\u540c\u3058\u6839\u3092\u6301\u3064\u554f\u984c\u3067\u3059\u3002<\/span><\/p>\n

\u305f\u3060\u3057\u300c\u5909\u3048\u305f\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3067\u306f\u3001\u3053\u306e\u8abf\u67fb\u306e\u672c\u8cea\u7684\u306a\u554f\u3044\u306b\u306f\u5c4a\u304d\u307e\u305b\u3093\u3002<\/span>\u300c\u4f55\u3092\u5909\u3048\u305f\u304b\u300d<\/b>\u2014\u2014\u3053\u308c\u304c\u6b21\u306eQ10\u304c\u7b54\u3048\u308b\u554f\u3044\u3067\u3059\u3002Q9\u3067\u5909\u66f4\u6e08\u307f\u30fb\u6c7a\u5b9a\u6e08\u307f\u3068\u7b54\u3048\u305f202\u4ef6\u304c\u3001\u81ea\u793e\u306e\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u306e\u3069\u306e\u90e8\u5206\u306b\u624b\u3092\u5165\u308c\u305f\u306e\u304b\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/span><\/p>\n

Q10\uff1a\u4f55\u3092\u5909\u3048\u305f\u304b\u2014\u2014\u300c\u5909\u3048\u65b9\u306e\u8cea\u300d\u306b\u6d6e\u304b\u3076\u5b9a\u7fa9\u306e\u5f71<\/span><\/h2>\n

\u3010\u8a2d\u554fQ10\u3011\u5177\u4f53\u7684\u306b\u4f55\u3092\u5909\u66f4\u3057\u307e\u3057\u305f\u304b\u3002\uff08\u8907\u6570\u56de\u7b54\u53ef\u3001Q9\u306e\u5909\u66f4\u6e08\u307f\u30fb\u5909\u66f4\u6c7a\u5b9a\u306e\u56de\u7b54\u8005 n=202\uff09<\/b><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\u9078\u629e\u80a2\uff08\u5168\u6587\uff09<\/b><\/td>\n\u4ef6\u6570<\/b><\/td>\n\u6bd4\u7387<\/b><\/td>\n<\/tr>\n
\u30b9\u30ad\u30eb\u30c6\u30fc\u30de\uff08<\/span>DX<\/span>\uff0f\u975e<\/span>DX<\/span>\u306e\u6bd4\u91cd\u3084\u91cd\u70b9\u9818\u57df\uff09<\/span><\/td>\n101<\/span>\u4ef6<\/span><\/td>\n50.0%<\/b><\/td>\n<\/tr>\n
\u30bf\u30fc\u30b2\u30c3\u30c8\u8077\u52d9\u30fb\u5f79\u5272\uff08\u3069\u3053\u3078\u8ee2\u63db\u3059\u308b\u304b\uff09<\/span><\/td>\n87<\/span>\u4ef6<\/span><\/td>\n43.1%<\/span><\/td>\n<\/tr>\n
\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u306e\u76ee\u7684\uff08\u4eba\u6750\u8ee2\u63db\u306e\u4f4d\u7f6e\u3065\u3051\uff09<\/span><\/td>\n78<\/span>\u4ef6<\/span><\/td>\n38.6%<\/span><\/td>\n<\/tr>\n
\u5b66\u7fd2\u5185\u5bb9\uff08\u6559\u6750\u30fb\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u30fb\u8a8d\u5b9a\uff09<\/span><\/td>\n72<\/span>\u4ef6<\/span><\/td>\n35.6%<\/span><\/td>\n<\/tr>\n
\u5bfe\u8c61\u8005\u9078\u5b9a\u57fa\u6e96\uff08\u8ab0\u3092\u5bfe\u8c61\u306b\u3059\u308b\u304b\uff09<\/span><\/td>\n62<\/span>\u4ef6<\/span><\/td>\n30.7%<\/span><\/td>\n<\/tr>\n
\u696d\u52d9\u5185\u5b9f\u8df5\u306e\u8a2d\u8a08\uff08<\/span>OJT<\/span>\u3001\u6848\u4ef6\u30a2\u30b5\u30a4\u30f3\u3001\u5b9f\u52d9\u8ab2\u984c\uff09<\/span><\/td>\n54<\/span>\u4ef6<\/span><\/td>\n26.7%<\/span><\/td>\n<\/tr>\n
\u8a55\u4fa1\u5236\u5ea6\u3078\u306e\u53cd\u6620\uff08\u8a55\u4fa1\u9805\u76ee\u30fb\u904b\u7528\uff09<\/span><\/td>\n52<\/span>\u4ef6<\/span><\/td>\n25.7%<\/span><\/td>\n<\/tr>\n
\u6295\u8cc7\u914d\u5206\uff08\u4e88\u7b97\u30fb\u4eba\u54e1\u30fb\u5916\u90e8\u30d1\u30fc\u30c8\u30ca\u30fc\uff09<\/span><\/td>\n39<\/span>\u4ef6<\/span><\/td>\n19.3%<\/span><\/td>\n<\/tr>\n
\u914d\u7f6e\u8ee2\u63db\u306e\u4ed5\u7d44\u307f\uff08\u516c\u52df\u3001\u30de\u30c3\u30c1\u30f3\u30b0\u3001\u53d7\u3051\u76bf\uff09<\/span><\/td>\n38<\/span>\u4ef6<\/span><\/td>\n18.8%<\/b><\/td>\n<\/tr>\n
\u6210\u679c\u6307\u6a19\u30fb\u52b9\u679c\u6e2c\u5b9a\uff08<\/span>KPI<\/span>\uff09<\/span><\/td>\n28<\/span>\u4ef6<\/span><\/td>\n13.9%<\/b><\/td>\n<\/tr>\n
\u305d\u306e\u4ed6<\/span><\/td>\n0<\/span>\u4ef6<\/span><\/td>\n0.0%<\/span><\/td>\n<\/tr>\n
\u308f\u304b\u3089\u306a\u3044<\/span><\/td>\n0<\/span>\u4ef6<\/span><\/td>\n0.0%<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u6700\u591a\u306f\u300c\u30b9\u30ad\u30eb\u30c6\u30fc\u30de\u306e\u5909\u66f4\u300d\uff0850.0%\uff09\u3002\u300c\u914d\u7f6e\u8ee2\u63db\u306e\u4ed5\u7d44\u307f\u300d\uff0818.8%\uff09\u3068\u300c\u6210\u679c\u6307\u6a19\u30fb\u52b9\u679c\u6e2c\u5b9a\u300d\uff0813.9%\uff09\u304c\u6700\u4e0b\u4f4d\u3067\u3059\u3002\u5168\u4f53\u50cf\u3068\u3057\u3066\u306f\u3001<\/span>\u5909\u66f4\u306e\u4e2d\u5fc3\u306f\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u66f4\u65b0\u306b\u3042\u308a\u3001\u5236\u5ea6\u306e\u6839\u5e79\u306f\u5909\u308f\u3063\u3066\u3044\u306a\u3044<\/b>\u3068\u3044\u3046\u69cb\u9020\u304c\u898b\u3048\u307e\u3059\u3002<\/span><\/p>\n

\u3010Q10\u4e3b\u8981\u9805\u76ee \u00d7 Q2\u306e\u6349\u3048\u65b9\uff08\u5206\u6bcd\u306f\u5404Q2\u30b0\u30eb\u30fc\u30d7\u306eQ9\u306e1,2,3\u56de\u7b54\u8005\u6570\uff09\u3011
\n<\/b>\u203b\u2464\u306fn=3\u3068\u6975\u3081\u3066\u5c11\u306a\u3044\u305f\u3081\u8868\u304b\u3089\u9664\u5916<\/span><\/p>\n\n\n\n\n\n\n\n\n\n
Q10<\/b>\u306e\u5909\u66f4\u5185\u5bb9<\/b><\/td>\n\u2460<\/b>n=54<\/b><\/td>\n\u2461<\/b>n=80<\/b><\/td>\n\u2462<\/b>n=48<\/b><\/td>\n\u2463<\/b>n=17<\/b><\/td>\n<\/tr>\n
\u30b9\u30ad\u30eb\u30c6\u30fc\u30de\u5909\u66f4<\/span><\/td>\n50.0%<\/span><\/td>\n48.8%<\/span><\/td>\n50.0%<\/span><\/td>\n58.8%<\/b><\/td>\n<\/tr>\n
\u5b66\u7fd2\u5185\u5bb9\u5909\u66f4<\/span><\/td>\n37.0%<\/span><\/td>\n31.3%<\/span><\/td>\n37.5%<\/span><\/td>\n47.1%<\/b><\/td>\n<\/tr>\n
\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u306e\u76ee\u7684\u5909\u66f4<\/span><\/td>\n40.7%<\/span><\/td>\n32.5%<\/span><\/td>\n37.5%<\/span><\/td>\n58.8%<\/b><\/td>\n<\/tr>\n
\u8a55\u4fa1\u5236\u5ea6\u3078\u306e\u53cd\u6620<\/span><\/td>\n22.2%<\/span><\/td>\n21.3%<\/span><\/td>\n33.3%<\/b><\/td>\n35.3%<\/b><\/td>\n<\/tr>\n
\u914d\u7f6e\u8ee2\u63db\u306e\u4ed5\u7d44\u307f\u5909\u66f4<\/b><\/td>\n16.7%<\/span><\/td>\n11.3%<\/span><\/td>\n29.2%<\/b><\/td>\n35.3%<\/b><\/td>\n<\/tr>\n
\u6210\u679c\u6307\u6a19\u30fb\u52b9\u679c\u6e2c\u5b9a\u5909\u66f4<\/b><\/td>\n13.0%<\/span><\/td>\n10.0%<\/span><\/td>\n16.7%<\/span><\/td>\n23.5%<\/b><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u3053\u306e\u30af\u30ed\u30b9\u304b\u3089\u3001\u6700\u3082\u91cd\u8981\u306a\u767a\u898b\u304c\u6d6e\u304b\u3073\u307e\u3059\u3002<\/span><\/p>\n

\u300c\u30b9\u30ad\u30eb\u30c6\u30fc\u30de\u5909\u66f4\u300d\u306f\u3069\u306eQ2\u30b0\u30eb\u30fc\u30d7\u3067\u308250%\u524d\u5f8c\u3068\u5747\u4e00\u3067\u3059\u3002<\/b> \u751f\u6210AI\u5bfe\u5fdc\u3068\u3057\u3066\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u3092\u66f4\u65b0\u3059\u308b\u3053\u3068\u306f\u3001\u5b9a\u7fa9\u306e\u9055\u3044\u306b\u95a2\u308f\u3089\u305a\u5404\u793e\u304c\u540c\u7a0b\u5ea6\u306b\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n

\u3057\u304b\u3057\u300c\u914d\u7f6e\u8ee2\u63db\u306e\u4ed5\u7d44\u307f\u5909\u66f4\u300d\u3068\u300c\u6210\u679c\u6307\u6a19\u5909\u66f4\u300d\u306f\u3001Q2\u306e\u5b9a\u7fa9\u304c\u8077\u7a2e\u8ee2\u63db\u306b\u8fd1\u3065\u304f\u307b\u3069\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002 <\/b>\u2460\u2461\uff08\u5b66\u7fd2\u63d0\u4f9b\u578b\uff09\u3067\u306f\u914d\u7f6e\u8ee2\u63db\u5909\u66f4\u304c11.3\uff0f16.7%\u30fb\u6210\u679c\u6307\u6a19\u5909\u66f4\u304c10.0\uff0f13.0%\u306b\u3068\u3069\u307e\u308b\u306e\u306b\u5bfe\u3057\u3001\u2463\uff08\u653f\u5e9c\u5b9a\u7fa9\u76f8\u5f53\uff09\u3067\u306f35.3%\uff0f23.4%\u307e\u3067\u4e0a\u304c\u308a\u307e\u3059\u3002<\/span><\/p>\n

\u3053\u3053\u306b\u3001\u3053\u306e\u8abf\u67fb\u3092\u8cab\u304f\u30d1\u30bf\u30fc\u30f3\u304c\u6539\u3081\u3066\u73fe\u308c\u3066\u3044\u307e\u3059\u3002<\/span>\u751f\u6210AI\u3068\u3044\u3046\u5916\u90e8\u306e\u5909\u5316\u306f\u3001\u5404\u793e\u304c\u3082\u3068\u3082\u3068\u6301\u3063\u3066\u3044\u305f\u5b9a\u7fa9\u306e\u67a0\u306e\u4e2d\u3067\u3057\u304b\u5438\u53ce\u3055\u308c\u3066\u3044\u306a\u3044\u3002<\/b> \u5b66\u7fd2\u63d0\u4f9b\u578b\u306e\u5b9a\u7fa9\u3092\u6301\u3064\u4f01\u696d\u304cAI\u5bfe\u5fdc\u3068\u3057\u3066\u5909\u3048\u308b\u306e\u306f\u3001\u5fc5\u7136\u7684\u306b\u5b66\u7fd2\u5185\u5bb9\u306e\u7bc4\u56f2\u306b\u3068\u3069\u307e\u308a\u307e\u3059\u3002\u8077\u7a2e\u8ee2\u63db\u307e\u3067\u542b\u3080\u5b9a\u7fa9\u3092\u6301\u3064\u4f01\u696d\u3060\u3051\u304c\u3001\u914d\u7f6e\u8ee2\u63db\u306e\u4ed5\u7d44\u307f\u3084\u8a55\u4fa1\u5236\u5ea6\u307e\u3067\u5909\u3048\u3088\u3046\u3068\u3057\u307e\u3059\u3002\u5916\u90e8\u5909\u5316\u3078\u306e\u5fdc\u7b54\u306e\u4ed5\u65b9\u304c\u3001\u5185\u90e8\u306e\u5b9a\u7fa9\u306b\u3088\u3063\u3066\u65e2\u5b9a\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/span><\/p>\n

Q11\uff1a\u5909\u3048\u3089\u308c\u306a\u3044\u7406\u7531\u2014\u2014\u300c\u6839\u62e0\u304c\u898b\u3048\u306a\u3044\u300d\u3068\u3044\u3046\u69cb\u9020\u554f\u984c<\/span><\/h2>\n

\u3010\u8a2d\u554fQ11\u3011\u5909\u66f4\u3057\u3066\u3044\u306a\u3044\uff08\u307e\u305f\u306f\u6c7a\u3081\u304d\u308c\u3066\u3044\u306a\u3044\uff09\u4e3b\u56e0\u306f\u4f55\u3067\u3059\u304b\u3002\uff08\u8907\u6570\u56de\u7b54\u53ef\u3001Q9\u306e\u691c\u8a0e\u4e2d\u30fb\u5909\u66f4\u306a\u3057\u306e\u56de\u7b54\u8005 n=95\uff09<\/b><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n
\u9078\u629e\u80a2\uff08\u5168\u6587\uff09<\/b><\/td>\n\u4ef6\u6570<\/b><\/td>\n\u6bd4\u7387<\/b><\/td>\n<\/tr>\n
\u4eba\u54e1\u30fb\u4e88\u7b97\u4e0d\u8db3\u3067\u3042\u308a\u3001\u5909\u66f4\u306b\u7740\u624b\u3067\u304d\u3066\u3044\u306a\u3044<\/span><\/td>\n31<\/span>\u4ef6<\/span><\/td>\n32.6%<\/b><\/td>\n<\/tr>\n
\u751f\u6210<\/span>AI<\/span>\u30ac\u30d0\u30ca\u30f3\u30b9\uff0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\uff0f\u6cd5\u52d9\u306e\u6574\u7406\u304c\u8ffd\u3044\u3064\u304b\u305a\u3001\u5909\u66f4\u3067\u304d\u3066\u3044\u306a\u3044<\/span><\/td>\n27<\/span>\u4ef6<\/span><\/td>\n28.4%<\/b><\/td>\n<\/tr>\n
\u5f71\u97ff\u306f\u3042\u308b\u304c\u3001\u307e\u305a\u73fe\u884c\u65bd\u7b56\u3092\u3084\u308a\u5207\u308b\u65b9\u91dd\u3067\u3042\u308a\u3001\u9014\u4e2d\u5909\u66f4\u3092\u907f\u3051\u3066\u3044\u308b<\/span><\/td>\n25<\/span>\u4ef6<\/span><\/td>\n26.3%<\/span><\/td>\n<\/tr>\n
\u52b9\u679c\u6e2c\u5b9a\u304c\u5f31\u304f\u3001\u4f55\u3092\u5909\u3048\u308b\u3079\u304d\u304b\u306e\u6839\u62e0\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b<\/span><\/td>\n24<\/span>\u4ef6<\/span><\/td>\n25.3%<\/b><\/td>\n<\/tr>\n
\u73fe\u5834\u904b\u7528\uff08<\/span>OJT<\/span>\u3001\u53d7\u3051\u76bf\u3001\u4e0a\u53f8\u95a2\u4e0e\uff09\u304c\u8ffd\u3044\u3064\u304b\u305a\u3001\u5909\u66f4\u3057\u3066\u3082\u56de\u305b\u306a\u3044<\/span><\/td>\n22<\/span>\u4ef6<\/span><\/td>\n23.2%<\/span><\/td>\n<\/tr>\n
\u73fe\u884c\u8a2d\u8a08\u3067\u5341\u5206\u3067\u3042\u308a\u3001\u5909\u66f4\u4e0d\u8981\u3068\u5224\u65ad\u3057\u3066\u3044\u308b<\/span><\/td>\n16<\/span>\u4ef6<\/span><\/td>\n16.8%<\/span><\/td>\n<\/tr>\n
\u751f\u6210<\/span>AI<\/span>\u306e\u5909\u5316\u304c\u901f\u304f\u3001\u65b9\u91dd\u3092\u56fa\u5b9a\u3067\u304d\u305a\u69d8\u5b50\u898b\u3057\u3066\u3044\u308b<\/span><\/td>\n16<\/span>\u4ef6<\/span><\/td>\n16.8%<\/span><\/td>\n<\/tr>\n
\u305d\u306e\u4ed6<\/span><\/td>\n0<\/span>\u4ef6<\/span><\/td>\n0.0%<\/span><\/td>\n<\/tr>\n
\u308f\u304b\u3089\u306a\u3044<\/span><\/td>\n6<\/span>\u4ef6<\/span><\/td>\n6.3%<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u5909\u3048\u3089\u308c\u306a\u3044\u7406\u7531\u306e\u30c8\u30c3\u30d7\u306f\u300c\u4eba\u54e1\u30fb\u4e88\u7b97\u4e0d\u8db3\u300d\uff0832.6%\uff09\u3067\u3059\u304c\u30014\u4f4d\u306e<\/span>\u300c\u52b9\u679c\u6e2c\u5b9a\u304c\u5f31\u304f\u3001\u4f55\u3092\u5909\u3048\u308b\u3079\u304d\u304b\u306e\u6839\u62e0\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u300d\uff0825.3%\uff09<\/b>\u306b\u6ce8\u76ee\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n

\u3053\u308c\u306f\u300c\u5909\u3048\u305f\u3044\u304c\u5909\u3048\u3089\u308c\u306a\u3044\u300d\uff08\u30ea\u30bd\u30fc\u30b9\u554f\u984c\uff09\u3068\u306f\u6027\u8cea\u304c\u7570\u306a\u308a\u307e\u3059\u3002<\/span>\u300c\u305d\u3082\u305d\u3082\u73fe\u72b6\u306e\u65bd\u7b56\u304c\u52b9\u3044\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u8a55\u4fa1\u3067\u304d\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u4f55\u3092\u3069\u3046\u5909\u3048\u308b\u3079\u304d\u304b\u306e\u8b70\u8ad6\u304c\u59cb\u307e\u3089\u306a\u3044\u300d<\/b>\u3068\u3044\u3046\u72b6\u614b\u3067\u3059\u3002\u6b21\u306eQ12\u3067\u898b\u308b\u3068\u304a\u308a\u3001\u6210\u679c\u6307\u6a19\u3092\u8a2d\u5b9a\u30fb\u6e2c\u5b9a\u3067\u304d\u3066\u3044\u308b\u306e\u306f\u5168\u4f53\u306e11.2%\u306b\u3059\u304e\u307e\u305b\u3093\u3002\u6e2c\u5b9a\u3057\u306a\u3051\u308c\u3070\u6839\u62e0\u306f\u751f\u307e\u308c\u305a\u3001\u6839\u62e0\u304c\u306a\u3051\u308c\u3070\u5909\u3048\u65b9\u3082\u6c7a\u307e\u3089\u306a\u3044\u2014\u2014\u3053\u306e\u69cb\u9020\u304c\u300c\u5909\u3048\u3089\u308c\u306a\u3044\u300d\u4f01\u696d\u3092\u751f\u307f\u51fa\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n

2\u4f4d\u306e\u300c\u30ac\u30d0\u30ca\u30f3\u30b9\/\u6cd5\u52d9\u306e\u6574\u7406\u304c\u8ffd\u3044\u3064\u304b\u305a\u300d\uff0828.4%\uff09\u306f\u3001Q12\u306e\u30c7\u30fc\u30bf\u3067\u898b\u308b\u30ac\u30d0\u30ca\u30f3\u30b9\u6574\u5099\u306e\u9045\u308c\u3068\u76f4\u63a5\u3064\u306a\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n

Q12\uff1a\u65bd\u7b56\u306e\u6574\u5099\u72b6\u6cc1\u2014\u2014\u300c\u4f7f\u3046\u300d\u3068\u300c\u7ba1\u7406\u3059\u308b\u300d\u306e\u4e21\u7acb\u304c9.2%\u306e\u73fe\u5b9f<\/span><\/h2>\n

\u3010\u8a2d\u554fQ12\u3011\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u65bd\u7b56\u306b\u3001\u5236\u5ea6\u30fb\u904b\u7528\u3068\u3057\u3066\u7d44\u307f\u8fbc\u3093\u3067\u3044\u308b\uff08\u3044\u305f\uff09\u8981\u7d20\u306f\u4f55\u3067\u3059\u304b\u3002\uff08\u8907\u6570\u56de\u7b54\u53ef\u3001Q1\u3067\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u5b9f\u65bd\u4e2d\u30fb\u5b9f\u65bd\u7d4c\u9a13\u304c\u3042\u308bn=321\uff09<\/b><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\u9078\u629e\u80a2\uff08\u5168\u6587\uff09<\/b><\/td>\n\u4ef6\u6570<\/b><\/td>\n\u6bd4\u7387<\/b><\/td>\n<\/tr>\n
\u7814\u4fee\u30fb<\/span>e<\/span>\u30e9\u30fc\u30cb\u30f3\u30b0\u7b49\u306e\u5b66\u7fd2\u6a5f\u4f1a\u306e\u63d0\u4f9b\u304c\u3042\u308b<\/span><\/td>\n188<\/span>\u4ef6<\/span><\/td>\n58.6%<\/b><\/td>\n<\/tr>\n
\u30b9\u30ad\u30eb\u306e\u53ef\u8996\u5316\u304c\u3042\u308b\uff08\u30b9\u30ad\u30eb\u6a19\u6e96\u3001\u30b9\u30ad\u30eb\u8a3a\u65ad\u3001\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8\u7b49\uff09<\/span><\/td>\n135<\/span>\u4ef6<\/span><\/td>\n42.1%<\/span><\/td>\n<\/tr>\n
\u652f\u63f4\u4f53\u5236\u304c\u3042\u308b\uff08\u30e1\u30f3\u30bf\u30fc\uff0f\u30b3\u30fc\u30c1\uff0f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30fc\u7b49\uff09<\/span><\/td>\n101<\/span>\u4ef6<\/span><\/td>\n31.5%<\/span><\/td>\n<\/tr>\n
\u5b66\u7fd2\u6642\u9593\u306e\u78ba\u4fdd\u65bd\u7b56\u304c\u3042\u308b\uff08\u696d\u52d9\u6642\u9593\u5185\u5b66\u7fd2\u3001\u5b66\u7fd2\u4f11\u6687\u7b49\uff09<\/span><\/td>\n99<\/span>\u4ef6<\/span><\/td>\n30.8%<\/span><\/td>\n<\/tr>\n
\u793e\u5185\u516c\u52df\uff08\u30b8\u30e7\u30d6\u30dd\u30b9\u30c6\u30a3\u30f3\u30b0\uff09\u304c\u3042\u308b<\/span><\/td>\n92<\/span>\u4ef6<\/span><\/td>\n28.7%<\/span><\/td>\n<\/tr>\n
\u4eba\u4e8b\u8a55\u4fa1\u3078\u306e\u53cd\u6620\u304c\u3042\u308b\uff08\u8a55\u4fa1\u9805\u76ee\u30fb\u904b\u7528\u3078\u306e\u7d44\u307f\u8fbc\u307f\uff09<\/span><\/td>\n88<\/span>\u4ef6<\/span><\/td>\n27.4%<\/span><\/td>\n<\/tr>\n
\u696d\u52d9\u5185\u5b9f\u8df5\u306e\u8a2d\u8a08\u304c\u3042\u308b\uff08\u5b9f\u52d9\u8ab2\u984c\u3001<\/span>OJT<\/span>\u3001\u6848\u4ef6\u30a2\u30b5\u30a4\u30f3\u7b49\uff09<\/span><\/td>\n86<\/span>\u4ef6<\/span><\/td>\n26.8%<\/span><\/td>\n<\/tr>\n
\u793e\u5185\u30de\u30c3\u30c1\u30f3\u30b0\u304c\u3042\u308b\uff08\u4eba\u6750\u30d7\u30fc\u30eb\u3001\u30bf\u30ec\u30f3\u30c8\u30de\u30fc\u30b1\u30c3\u30c8\u7b49\uff09<\/span><\/td>\n69<\/span>\u4ef6<\/span><\/td>\n21.5%<\/span><\/td>\n<\/tr>\n
\u7570\u52d5\u30fb\u914d\u7f6e\u8ee2\u63db\u306e\u67a0\uff0f\u53d7\u3051\u76bf\u8a2d\u8a08\u304c\u3042\u308b<\/span><\/td>\n66<\/span>\u4ef6<\/span><\/td>\n20.6%<\/span><\/td>\n<\/tr>\n
\u751f\u6210<\/span>AI<\/span>\u5229\u7528\u74b0\u5883\u306e\u63d0\u4f9b\u304c\u3042\u308b\uff08\u793e\u5185\u30c4\u30fc\u30eb\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u7b49\uff09<\/span><\/td>\n64<\/span>\u4ef6<\/span><\/td>\n19.9%<\/b><\/td>\n<\/tr>\n
\u51e6\u9047\u3078\u306e\u53cd\u6620\u304c\u3042\u308b\uff08\u7b49\u7d1a\u30fb\u5831\u916c\u30fb\u624b\u5f53\u7b49\u3078\u306e\u9023\u52d5\uff09<\/span><\/td>\n58<\/span>\u4ef6<\/span><\/td>\n18.1%<\/span><\/td>\n<\/tr>\n
\u751f\u6210<\/span>AI<\/span>\u30ac\u30d0\u30ca\u30f3\u30b9\u304c\u3042\u308b\uff08\u5229\u7528\u898f\u7a0b\u3001\u5be9\u67fb\u3001\u30ed\u30b0\u7ba1\u7406\u7b49\uff09<\/span><\/td>\n49<\/span>\u4ef6<\/span><\/td>\n15.3%<\/b><\/td>\n<\/tr>\n
\u6210\u679c\u6307\u6a19\u306e\u8a2d\u5b9a\u30fb\u6e2c\u5b9a\u304c\u3042\u308b\uff08\u4f8b\uff1a\u8ee2\u63db\u4eba\u6570\u3001\u914d\u7f6e\u6210\u7acb\u3001\u696d\u52d9\u6210\u679c\u7b49\uff09<\/span><\/td>\n45<\/span>\u4ef6<\/span><\/td>\n14.0%<\/b><\/td>\n<\/tr>\n
\u305d\u306e\u4ed6<\/span><\/td>\n0<\/span>\u4ef6<\/span><\/td>\n0.0%<\/span><\/td>\n<\/tr>\n
\u308f\u304b\u3089\u306a\u3044<\/span><\/td>\n8<\/span>\u4ef6<\/span><\/td>\n2.5%<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u300c\u7814\u4fee\u30fbe\u30e9\u30fc\u30cb\u30f3\u30b0\u300d\uff0858.6%\uff09\u30fb\u300c\u30b9\u30ad\u30eb\u306e\u53ef\u8996\u5316\u300d\uff0842.1%\uff09\u304c\u4e0a\u4f4d\u3092\u5360\u3081\u308b\u4e00\u65b9\u3001\u300c\u751f\u6210AI\u5229\u7528\u74b0\u5883\u300d\uff0819.9%\uff09\u30fb\u300c\u751f\u6210AI\u30ac\u30d0\u30ca\u30f3\u30b9\u300d\uff0815.3%\uff09\u30fb\u300c\u6210\u679c\u6307\u6a19\u306e\u8a2d\u5b9a\u30fb\u6e2c\u5b9a\u300d\uff0814.0%\uff09\u304c\u4e0b\u4f4d\u306b\u4e26\u3073\u307e\u3059\u3002<\/span><\/p>\n

\u751f\u6210AI\u5229\u7528\u74b0\u5883\u3068\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u7d44\u307f\u5408\u308f\u305b\u72b6\u6cc1\u3092\u898b\u308b\u3068\u3001\u3088\u308a\u53b3\u3057\u3044\u73fe\u5b9f\u304c\u6d6e\u304b\u3073\u307e\u3059\u3002<\/span><\/p>\n

\u3010Q12\u751f\u6210AI\u5229\u7528\u74b0\u5883\u3068\u751f\u6210AI\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u7d44\u307f\u5408\u308f\u305b\u72b6\u6cc1\uff08n=321\uff09<\/b>\u3011<\/span><\/p>\n\n\n\n\n\n\n\n
\u72b6\u614b<\/b><\/td>\n\u4ef6\u6570<\/b><\/td>\n\u6bd4\u7387<\/b><\/td>\n<\/tr>\n
\u5229\u7528\u74b0\u5883\u3082\u30ac\u30d0\u30ca\u30f3\u30b9\u3082\u4e21\u65b9\u6574\u5099\u3057\u3066\u3044\u308b<\/span><\/td>\n37<\/span>\u4ef6<\/span><\/td>\n11.5%<\/b><\/td>\n<\/tr>\n
\u5229\u7528\u74b0\u5883\u306e\u307f\u6574\u5099\uff08\u30ac\u30d0\u30ca\u30f3\u30b9\u306a\u3057\uff09<\/span><\/td>\n27<\/span>\u4ef6<\/span><\/td>\n8.4%<\/span><\/td>\n<\/tr>\n
\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u307f\u6574\u5099\uff08\u5229\u7528\u74b0\u5883\u306a\u3057\uff09<\/span><\/td>\n12<\/span>\u4ef6<\/span><\/td>\n3.7%<\/span><\/td>\n<\/tr>\n
\u4e21\u65b9\u3068\u3082\u672a\u6574\u5099<\/span><\/td>\n245<\/span>\u4ef6<\/span><\/td>\n76.3%<\/b><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u751f\u6210AI\u306e\u6d3b\u7528\u74b0\u5883\u3068\u30ac\u30d0\u30ca\u30f3\u30b9\u306e<\/span>\u4e21\u65b9\u3092\u6574\u5099\u3057\u3066\u3044\u308b\u306e\u306f\u308f\u305a\u304b11.5%<\/b>\u3002\u300c\u6d3b\u7528\u3055\u305b\u306a\u304c\u3089\u7ba1\u7406\u3082\u3059\u308b\u300d\u3068\u3044\u3046\u672c\u6765\u30bb\u30c3\u30c8\u3067\u3042\u308b\u3079\u304d\u4f53\u5236\u3092\u6301\u3063\u3066\u3044\u308b\u306e\u306f10\u793e\u306b1\u793e\u7a0b\u5ea6\u3067\u3059\u3002NTT\u30c7\u30fc\u30bf\u30b0\u30eb\u30fc\u30d7\u306f\u3001\u751f\u6210AI\u6d3b\u7528\u306b\u304a\u3044\u3066\u300c\u7a4d\u6975\u7684\u306aAI\u6d3b\u7528\u306e\u63a8\u9032\u3068AI\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u5fb9\u5e95\u3092\u4e21\u8f2a\u3068\u3057\u305f\u652f\u63f4\u300d\u3092\u63b2\u3052\u3066\u304a\u308a\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306a\u3057\u306b\u73fe\u5834\u3067AI\u6d3b\u7528\u304c\u5e83\u304c\u308b\u3068\u300c\u91ce\u826fAI\u300d\u306e\u307e\u3093\u5ef6\u304c\u4f01\u696d\u306eIT\u30ac\u30d0\u30ca\u30f3\u30b9\u5d29\u58ca\u306b\u3064\u306a\u304c\u308b\u3068\u6307\u6458\u3057\u3066\u3044\u307e\u3059(*1)\u3002<\/span><\/p>\n

\u3053\u306e\u72b6\u6cc1\u3067\u300c\u751f\u6210AI\u6d3b\u7528\u3092\u524d\u63d0\u306b\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u306e\u30c6\u30fc\u30de\u3092\u66f4\u65b0\u3057\u305f\u300d\u5834\u5408\u3001\u4f55\u304c\u8d77\u304d\u308b\u304b\u3002\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u306a\u3044\u72b6\u614b\u3067\u793e\u54e1\u304cAI\u3092\u4f7f\u3044\u59cb\u3081\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u306b\u5165\u529b\u3057\u305f\u308a\u3001\u691c\u8a3c\u306a\u304f\u696d\u52d9\u306b\u6d3b\u7528\u3057\u305f\u308a\u3059\u308b\u4e8b\u614b\u304c\u8d77\u304d\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002Q11\u3067\u300c\u30ac\u30d0\u30ca\u30f3\u30b9\/\u6cd5\u52d9\u306e\u6574\u7406\u304c\u8ffd\u3044\u3064\u304b\u305a\u5909\u66f4\u3067\u304d\u306a\u3044\u300d\uff0828.4%\uff09\u3068\u3044\u3046\u58f0\u304c\u3042\u3063\u305f\u3053\u3068\u3068\u5408\u308f\u305b\u308b\u3068\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u672a\u6574\u5099\u306f\u300c\u5909\u66f4\u3092\u963b\u3080\u58c1\u300d\u306b\u3082\u306a\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u4e8c\u91cd\u306e\u554f\u984c\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002<\/span><\/p>\n

\u3010Q12\u00d7Q2\u306e\u6349\u3048\u65b9\uff08\u5404Q2\u30b0\u30eb\u30fc\u30d7\u5185\u306e\u65bd\u7b56\u6574\u5099\u7387\u3001\u5206\u6bcd\u306f\u5404Q2\u30b0\u30eb\u30fc\u30d7\u306eQ12\u56de\u7b54\u8005\uff09\u3011<\/b><\/p>\n\n\n\n\n\n\n\n\n\n\n
Q12<\/b>\u306e\u65bd\u7b56\u8981\u7d20<\/b><\/td>\n\u2460<\/b>n=88<\/b><\/td>\n\u2461<\/b>n=119<\/b><\/td>\n\u2462<\/b>n=74<\/b><\/td>\n\u2463<\/b>n=27<\/b><\/td>\n\u2464<\/b>n=13<\/b><\/td>\n<\/tr>\n
\u7814\u4fee\u30fb<\/span>e<\/span>\u30e9\u30fc\u30cb\u30f3\u30b0<\/span><\/td>\n75.0%<\/span><\/td>\n40.3%<\/span><\/td>\n63.5%<\/span><\/td>\n74.1%<\/span><\/td>\n53.8%<\/span><\/td>\n<\/tr>\n
\u696d\u52d9\u5185\u5b9f\u8df5\u306e\u8a2d\u8a08<\/span><\/td>\n26.1%<\/span><\/td>\n24.4%<\/span><\/td>\n31.1%<\/span><\/td>\n33.3%<\/span><\/td>\n15.4%<\/span><\/td>\n<\/tr>\n
\u914d\u7f6e\u8ee2\u63db\u67a0\u30fb\u53d7\u3051\u76bf\u8a2d\u8a08<\/span><\/td>\n12.5%<\/span><\/td>\n15.1%<\/span><\/td>\n31.1%<\/b><\/td>\n40.7%<\/b><\/td>\n23.1%<\/span><\/td>\n<\/tr>\n
\u4eba\u4e8b\u8a55\u4fa1\u3078\u306e\u53cd\u6620<\/span><\/td>\n28.4%<\/span><\/td>\n18.5%<\/span><\/td>\n39.2%<\/b><\/td>\n29.6%<\/span><\/td>\n30.8%<\/span><\/td>\n<\/tr>\n
\u751f\u6210<\/span>AI<\/span>\u5229\u7528\u74b0\u5883<\/span><\/td>\n13.6%<\/span><\/td>\n21.8%<\/span><\/td>\n24.3%<\/span><\/td>\n29.6%<\/span><\/td>\n0.0%<\/b><\/td>\n<\/tr>\n
\u751f\u6210<\/span>AI<\/span>\u30ac\u30d0\u30ca\u30f3\u30b9<\/span><\/td>\n13.6%<\/span><\/td>\n11.8%<\/span><\/td>\n17.6%<\/span><\/td>\n37.0%<\/b><\/td>\n0.0%<\/b><\/td>\n<\/tr>\n
\u6210\u679c\u6307\u6a19\u306e\u8a2d\u5b9a\u30fb\u6e2c\u5b9a<\/span><\/td>\n11.4%<\/span><\/td>\n12.6%<\/span><\/td>\n17.6%<\/span><\/td>\n18.5%<\/span><\/td>\n15.4%<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u300c\u751f\u6210AI\u30ac\u30d0\u30ca\u30f3\u30b9\u300d\u306f<\/span>\u2463\uff08\u653f\u5e9c\u5b9a\u7fa9\u76f8\u5f53\uff09\u304c37.0%<\/b>\u3068\u6700\u3082\u9ad8\u3044\u3002\u8077\u7a2e\u8ee2\u63db\u3092\u8996\u91ce\u306b\u5165\u308c\u305f\u8a2d\u8a08\u3092\u3057\u3066\u3044\u308b\u4f01\u696d\u307b\u3069\u3001\u751f\u6210AI\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u65bd\u7b56\u3068\u3057\u3066\u7d44\u307f\u8fbc\u3082\u3046\u3068\u3057\u3066\u3044\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002\u2464<\/span>\uff08\u5148\u914d\u7f6e\u5f8c\u5b66\u7fd2\u578b\uff09\u306f\u751f\u6210AI\u5229\u7528\u74b0\u5883\u3082\u30ac\u30d0\u30ca\u30f3\u30b9\u30820.0%<\/b>\u3067\u3001\u751f\u6210AI\u5bfe\u5fdc\u304c\u65bd\u7b56\u3068\u3057\u3066\u7d44\u307f\u8fbc\u3081\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u6570\u5b57\u306b\u8868\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n

\u307e\u305f\u5168\u30b0\u30eb\u30fc\u30d7\u3092\u901a\u3058\u3066\u300c\u6210\u679c\u6307\u6a19\u306e\u8a2d\u5b9a\u30fb\u6e2c\u5b9a\u300d\u306f\u8457\u3057\u304f\u4f4e\u3044\u3002Q11\u3067\u300c\u4f55\u3092\u5909\u3048\u308b\u3079\u304d\u304b\u6839\u62e0\u304c\u4e0d\u8db3\u300d\u3068\u3044\u3046\u58f0\u304c\u3042\u3063\u305f\u3053\u3068\u3068\u3001\u3053\u306e\u6570\u5b57\u306f\u4e00\u4f53\u306e\u554f\u984c\u3067\u3059\u3002\u6e2c\u3089\u306a\u3051\u308c\u3070\u6839\u62e0\u306f\u751f\u307e\u308c\u307e\u305b\u3093\u3002<\/span><\/p>\n

\u307e\u3068\u3081\u2014\u2014\u300c\u5909\u3048\u305f\u300d\u306f\u4e8b\u5b9f\u3002\u554f\u308f\u308c\u3066\u3044\u308b\u306e\u306f\u300c\u4f55\u304c\u5909\u308f\u3063\u305f\u304b\u300d<\/span><\/h2>\n

\u4eca\u56de\u306e6\u8a2d\u554f\u3092\u901a\u3058\u3066\u898b\u3048\u3066\u304d\u305f\u69cb\u9020\u3092\u3001\u62c5\u5f53\u8005\u3078\u306e\u793a\u5506\u3068\u3057\u3066\u6574\u7406\u3057\u307e\u3059\u3002<\/span><\/p>\n

\u5f71\u97ff\u306e\u8a8d\u8b58\u306f\u5e83\u3044\u3002\u3057\u304b\u3057\u300c\u4eba\u3092\u52d5\u304b\u3059\u8a71\u300d\u306b\u306f\u306a\u3063\u3066\u3044\u306a\u3044\u3002<\/b> \u751f\u6210AI\u306e\u5f71\u97ff\u3092\u611f\u3058\u3066\u3044\u308b\u62c5\u5f53\u8005\u306f78.5%\u306b\u9054\u3057\u307e\u3059\u3002\u3057\u304b\u3057Q8\u3067\u300c\u5185\u90e8\u306e\u4eba\u6750\u8ee2\u63db\u306e\u5fc5\u8981\u6027\u304c\u9ad8\u307e\u3063\u305f\u300d\u3068\u7b54\u3048\u305f\u306e\u306f\u308f\u305a\u304b7.5%\u3067\u5168\u9805\u76ee\u6700\u4e0b\u4f4d\u3067\u3059\u3002\u696d\u52d9\u304c\u5909\u308f\u308b\u3001\u30b9\u30ad\u30eb\u5b9a\u7fa9\u304c\u5909\u308f\u308b\u3068\u8a8d\u8b58\u3057\u306a\u304c\u3089\u3082\u3001\u305d\u308c\u304c\u300c\u793e\u54e1\u306e\u8077\u7a2e\u3092\u5909\u3048\u308b\u5fc5\u8981\u304c\u3042\u308b\u300d\u3068\u3044\u3046\u8a8d\u8b58\u306b\u307b\u3068\u3093\u3069\u3064\u306a\u304c\u3063\u3066\u3044\u306a\u3044\u3002\u3053\u308c\u306f\u5b9a\u7fa9\u306e\u9055\u3044\u3092\u8d85\u3048\u305f\u3001\u65e5\u672c\u306e\u5927\u4f01\u696d\u306b\u5e83\u304f\u5171\u901a\u3059\u308b\u69cb\u9020\u3067\u3059\u3002<\/span><\/p>\n

\u300c\u5909\u3048\u305f\u300d\u306e\u4e2d\u8eab\u306f\u3001\u5404\u793e\u306e\u5b9a\u7fa9\u306e\u67a0\u306b\u898f\u5b9a\u3055\u308c\u3066\u3044\u308b\u3002 <\/b>Q7\u3067AI\u306e\u5f71\u97ff\u3092\u611f\u3058\u305f\u4f01\u696d\u306e\u5185\u300161.1%\u306f\u4f55\u3089\u304b\u306e\u5909\u66f4\u3092\u3057\u307e\u3057\u305f\u3002\u3057\u304b\u3057Q10\u304c\u793a\u3059\u3088\u3046\u306b\u3001\u3069\u306eQ2\u30b0\u30eb\u30fc\u30d7\u3067\u3082\u300c\u30b9\u30ad\u30eb\u30c6\u30fc\u30de\u5909\u66f4\u300d\u306f50%\u524d\u5f8c\u3068\u5747\u4e00\u3067\u3042\u308b\u4e00\u65b9\u3001\u300c\u914d\u7f6e\u8ee2\u63db\u306e\u4ed5\u7d44\u307f\u5909\u66f4\u300d\u306fQ2\u306e\u2461\u306716.7%\uff08\u5b66\u7fd2\u63d0\u4f9b\u578b\uff09\u3001Q2\u306e\u2463\u3067\u306f35.3%\u3068\u3001\u5b9a\u7fa9\u306e\u9055\u3044\u304c\u5909\u66f4\u5185\u5bb9\u306e\u6df1\u5ea6\u306b\u76f4\u63a5\u53cd\u6620\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u751f\u6210AI\u3068\u3044\u3046\u5916\u90e8\u5909\u5316\u306f\u3001\u5404\u793e\u304c\u5143\u3005\u6301\u3063\u3066\u3044\u305f\u5b9a\u7fa9\u306e\u67a0\u306e\u4e2d\u3067\u3057\u304b\u5438\u53ce\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/span><\/p>\n

\u5909\u3048\u3089\u308c\u306a\u3044\u4f01\u696d\u306e4\u4eba\u306b1\u4eba\u306f\u300c\u6839\u62e0\u304c\u306a\u3044\u300d\u3002\u6210\u679c\u6307\u6a19\u306e\u4e0d\u5728\u304c\u8b70\u8ad6\u306e\u8d77\u70b9\u3092\u596a\u3063\u3066\u3044\u308b\u3002<\/b>\u5909\u66f4\u3067\u304d\u3066\u3044\u306a\u3044\u4f01\u696d\u306e25.3%\u304c\u300c\u52b9\u679c\u6e2c\u5b9a\u304c\u5f31\u304f\u3001\u4f55\u3092\u5909\u3048\u308b\u3079\u304d\u304b\u306e\u6839\u62e0\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u300d\u3068\u7b54\u3048\u3066\u3044\u307e\u3059\u3002\u6210\u679c\u6307\u6a19\u3092\u8a2d\u5b9a\u30fb\u6e2c\u5b9a\u3067\u304d\u3066\u3044\u308b\u306e\u304c11.2%\u3068\u3044\u3046\u73fe\u5b9f\u3068\u5408\u308f\u305b\u308c\u3070\u3001\u3053\u306e\u56e0\u679c\u306f\u660e\u78ba\u3067\u3059\u3002\u307e\u305a\u300c\u4eca\u306e\u65bd\u7b56\u304c\u4f55\u3092\u3069\u3046\u5909\u3048\u3066\u3044\u308b\u304b\u300d\u3092\u6e2c\u308c\u308b\u6307\u6a19\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u304c\u3001\u6b21\u306e\u5909\u5316\u3092\u8b70\u8ad6\u3059\u308b\u305f\u3081\u306e\u524d\u63d0\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n

\u751f\u6210AI\u306e\u300c\u4f7f\u3046\u300d\u3068\u300c\u7ba1\u7406\u3059\u308b\u300d\u306e\u4e21\u7acb\u306f11.5%\u3002\u6574\u5099\u306e\u9806\u5e8f\u304c\u554f\u308f\u308c\u3066\u3044\u308b\u3002<\/b>AI\u6d3b\u7528\u3092\u4fc3\u3059\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u3092\u63a8\u9032\u3057\u306a\u304c\u3089\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u304c\u6574\u3063\u3066\u3044\u306a\u3044\u72b6\u614b\u306f\u3001\u65bd\u7b56\u304c\u65b0\u305f\u306a\u30ea\u30b9\u30af\u3092\u751f\u3080\u9006\u8aac\u3092\u62db\u304d\u307e\u3059\u3002\u300c\u6d3b\u7528\u63a8\u9032\u300d\u3068\u300c\u30ac\u30d0\u30ca\u30f3\u30b9\u6574\u5099\u300d\u306f\u540c\u6642\u306b\u8a2d\u8a08\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n

\u6b21\u56de\uff08\u7b2c13\u56de\u7279\u5225\u56de\u6700\u7d42\u56de\uff09\u3067\u306f\u3001\u4eca\u5f8c12\u301c24\u30ab\u6708\u306e\u65b9\u91dd\uff08Q13\uff09\u3068\u3001\u524d\u9032\u3092\u59a8\u3052\u308b\u963b\u5bb3\u8981\u56e0\uff08Q14\uff09\u3092\u5206\u6790\u3057\u307e\u3059\u3002\u300c\u5f71\u97ff\u3092\u611f\u3058\u3001\u4f55\u304b\u3092\u5909\u3048\u305f\u4f01\u696d\u300d\u3068\u300c\u5909\u3048\u3089\u308c\u3066\u3044\u306a\u3044\u4f01\u696d\u300d\u304c\u3001\u305d\u308c\u305e\u308c\u6b21\u306e\u4e00\u624b\u3092\u3069\u3053\u306b\u7f6e\u3044\u3066\u3044\u308b\u306e\u304b\u2014\u2014\u305d\u3057\u3066\u4f55\u304c\u305d\u306e\u524d\u9032\u3092\u963b\u3093\u3067\u3044\u308b\u306e\u304b\u3092\u3001Q2\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/span><\/p>\n

 <\/p>\n

\uff1c \u53c2\u8003\u6587\u732e\u30fb\u51fa\u5178 \uff1e
\n<\/span>*1 NTT\u30c7\u30fc\u30bf\u30b0\u30eb\u30fc\u30d7\u300c\u4eca\u53d6\u308a\u7d44\u3080\u3079\u304dAI\u30ea\u30b9\u30af\u5bfe\u7b56\u3068AI\u30ac\u30d0\u30ca\u30f3\u30b9\u6700\u65b0\u52d5\u5411\u300d2026\u5e743\u6708<\/span>
\nhttps:\/\/www.nttdata.com\/jp\/ja\/trends\/data-insight\/2026\/0313\/<\/span><\/a><\/p>\n

*2 \u672c\u8a18\u4e8b\u4e2d\u306e\u8abf\u67fb\u30c7\u30fc\u30bf\u306f\u3059\u3079\u3066\u3001\u307f\u3089\u3044\u30ef\u30fc\u30af\u30b9\u7dcf\u5408\u7814\u7a76\u6240\u300c\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u5b9f\u614b\u8abf\u67fb2025\u300d\uff08\u5bfe\u8c61\uff1a\u5f93\u696d\u54e1500\u540d\u4ee5\u4e0a\u306e\u65e5\u672c\u4f01\u696d\u306e\u4eba\u6750\u958b\u767a\u30fb\u4eba\u4e8b\u7814\u4fee\u62c5\u5f53\u8005\u3001\u6709\u52b9\u56de\u7b54\uff1a400\u540d\uff09\u306b\u3088\u308b\u3002\u672c\u8abf\u67fb\u306e\u6b63\u5f0f\u30ea\u30ea\u30fc\u30b9\u306f\u5f8c\u65e5\u3092\u4e88\u5b9a\u3002\u5404\u8a2d\u554f\u306e\u6709\u52b9\u56de\u7b54\u6570\u306f\u8a2d\u554f\u3054\u3068\u306b\u7570\u306a\u308a\u3001\u672c\u6587\u4e2d\u306b\u8a18\u8f09\u306e\u901a\u308a\u3002<\/span><\/p>\n

 <\/p>\n

\uff1c\u524d\u56de\u307e\u3067\u306e\u8a18\u4e8b\u306f\u3053\u3061\u3089\uff1e<\/strong>
\n<\/strong>AI\u306e\u73fe\u5728\u5730\u304b\u3089\u8003\u3048\u308b\u4eba\u6750\u958b\u767a\u301c\u751f\u6210AI\u5e7b\u6ec5\u671f\u306b\u8003\u3048\u308b\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u3068\u30a2\u30c3\u30d7\u30b9\u30ad\u30ea\u30f3\u30b0\u301c<\/a><\/p>\n

 <\/p>\n

\u4eba\u7684\u8cc7\u672c\u7d4c\u55b6\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u300c\u5b9f\u8df5\u578b\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u300d\u306b\u3054\u8208\u5473\u306e\u3042\u308b\u65b9\u306f\u3053\u3061\u3089<\/a><\/div>\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

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