{"id":730470,"date":"2022-08-21T11:00:35","date_gmt":"2022-08-21T11:00:35","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/"},"modified":"2022-08-21T11:00:35","modified_gmt":"2022-08-21T11:00:35","slug":"%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/","title":{"rendered":"\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306f\u4f55\u304b\u3001\u3069\u306e\u3088\u3046\u306b\u69cb\u7bc9\u3059\u308b\u304b"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u4fe1\u983c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u3092\u69cb\u7bc9\u3057\u305f\u3044\u306e\u3067\u3042\u308c\u3070\u3001\u512a\u308c\u305f\u30c7\u30fc\u30bf\u7ba1\u7406\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u7528\u3059\u3079\u304d\u3067\u3059\u3002 \u4fe1\u983c\u6027\u306e\u9ad8\u3044\u60c5\u5831\u306f\u3001\u512a\u308c\u305f\u7ba1\u7406\u624b\u6cd5\u306b\u57fa\u3065\u3044\u305f\u30c7\u30fc\u30bf\u57fa\u76e4\u304b\u3089\u751f\u307e\u308c\u307e\u3059\u3002  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u306e\u304a\u5f79\u7acb\u3061\u60c5\u5831\u3092\u6b63\u3057\u304f\u4f7f\u3046\u3053\u3068\u3067\u3001\u4fe1\u7528\u91d1\u5eab\u306b\u8208\u5473\u3092\u6301\u3063\u305f\u4f1a\u54e1\u304c\u3001\u4fe1\u7528\u91d1\u5eab\u3092\u4fe1\u983c\u3057\u3001\u3082\u3063\u3068\u53d6\u5f15\u3057\u305f\u3044\u3068\u601d\u3046\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002 \u307e\u305f\u3001\u898f\u5236\u5f53\u5c40\u306b\u5831\u544a\u66f8\u3092\u9001\u308a\u3001\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3057\u3088\u3046\u3068\u3059\u308b\u5834\u5408\u3001<a href=\"https:\/\/www.questionpro.com\/blog\/data-wrangling\/\">\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u9055\u3048<\/a>\u306a\u3057\u306b\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u3092\u5f97\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u591a\u304f\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u78ba\u7acb\u3057\u3066\u3044\u307e\u3059\u3002 \u3059\u3079\u3066\u306e\u30b9\u30c6\u30c3\u30d7\u304c\u4e92\u3044\u306b\u3001\u305d\u3057\u3066\u5168\u4f53\u3068\u3057\u3066\u3046\u307e\u304f\u6a5f\u80fd\u3057\u3066\u3044\u307e\u3059\u3002 \u30a2\u30af\u30b7\u30e7\u30f3\u304c\u6b20\u3051\u308b\u3068\u3001\u554f\u984c\u304c\u767a\u751f\u3057\u307e\u3059\u3002 \u3053\u3053\u3067\u306f\u3001<a href=\"https:\/\/www.questionpro.com\/blog\/data-management-vs-data-governance\/\">\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e<\/a>\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u69cb\u6210\u3059\u308b\u3059\u3079\u3066\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u7c21\u5358\u306b\u63a2\u3063\u3066\u3044\u304d\u307e\u3059\u3002 \u3057\u304b\u3057\u3001\u305d\u306e\u524d\u306b\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306f\u3069\u3046\u3044\u3046\u3082\u306e\u304b\u3092\u5b66\u3073\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306f\uff1f<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u3092\u3046\u307e\u304f\u7ba1\u7406\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a<a href=\"https:\/\/www.questionpro.com\/blog\/people-management\/\">\u4eba\u6750\u7ba1\u7406<\/a>\u3001\u624b\u9806\u3001\u30dd\u30ea\u30b7\u30fc\u306e\u30e2\u30c7\u30eb\u3067\u3059\u3002 \u30d3\u30b8\u30cd\u30b9\u306b\u4e0d\u53ef\u6b20\u306a\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u3059\u3079\u3066\u306e\u8981\u7d20\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u6226\u7565\u3068\u3082\u547c\u3070\u308c\u308b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u7d44\u7e54\u5185\u3067\u4f55\u3092\u5b9f\u65bd\u3059\u3079\u304d\u304b\u3092\u6982\u8aac\u3057\u3066\u3044\u307e\u3059\u3002 \u305d\u308c\u305e\u308c\u306e\u30d1\u30fc\u30c4\u306b\u9069\u3057\u305f\u30b5\u30a4\u30ba\u3092\u898b\u6975\u3081\u3001\u7d44\u7e54\u306e\u610f\u601d\u6c7a\u5b9a\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u843d\u3068\u3057\u8fbc\u3080\u5fc5\u8981\u304c\u3042\u308b\u306e\u3067\u3059\u3002<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u91cd\u8981\u6027<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u3069\u306e\u696d\u754c\u306b\u304a\u3044\u3066\u3082\u3001\u30c7\u30fc\u30bf\u306f\u6700\u3082\u8cb4\u91cd\u306a\u3082\u306e\u3067\u3059\u3002 \u8cc7\u91d1\u63d0\u4f9b\u8005\u306e\u540d\u524d\u3068\u9023\u7d61\u5148\u3001\u5831\u544a\u66f8\u306e\u7d71\u8a08\u3001\u5f93\u696d\u54e1\u4e00\u4eba\u3072\u3068\u308a\u306e\u500b\u4eba\u60c5\u5831\u306f\u3001\u7d44\u7e54\u306e\u6210\u529f\u306e\u571f\u53f0\u3068\u306a\u308b\u3082\u306e\u3067\u3059\u3002 \u305d\u308c\u306f\u3001\u55b6\u5229\u3092\u76ee\u7684\u3068\u3057\u306a\u3044\u7d44\u7e54\u3067\u3082\u540c\u3058\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u304c\u306a\u3051\u308c\u3070\u3001\u81ea\u5206\u306e\u5b9f\u529b\u3092\u77e5\u308b\u3053\u3068\u3082\u3001\u5c06\u6765\u306e\u8a08\u753b\u3092\u7acb\u3066\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u305b\u3093\u3002 \u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u5fc5\u8981\u306a\u3068\u304d\u306b\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306e\u5168\u4f53\u7684\u306a\u6226\u7565\u3068\u3057\u3066\u91cd\u8981\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u308c\u306b\u306f\u3001\u30c1\u30fc\u30e0\u5168\u4f53\u306e\u5229\u76ca\u306e\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u8a08\u753b\u3068\u6b63\u3057\u3044\u69cb\u9020\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u304c\u5fc5\u8981\u3067\u3059\u3002 \u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30b3\u30fc\u30c9\u3092\u5229\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u3092\u793e\u5185\u3067\u5171\u6709\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u69cb\u7bc9\u65b9\u6cd5<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u6a5f\u80fd\u306e\u6210\u719f\u5ea6\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u8a2d\u8a08\u3001\u5b9f\u88c5\u3001\u304a\u3088\u3073\u6e2c\u5b9a\u3092\u652f\u63f4\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002 \u3067\u306f\u3001\u4ee5\u4e0b\u306b\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u69cb\u7bc9\u3059\u308b\u65b9\u6cd5\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<h3><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u6a5f\u80fd\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u30b9\u30b3\u30fc\u30d4\u30f3\u30b0<\/span><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u5fc5\u8981\u6027\u306e\u7a0b\u5ea6\u306f\u3001\u591a\u304f\u306e\u8981\u56e0\u306b\u5de6\u53f3\u3055\u308c\u307e\u3059\u3002 \u6700\u3082\u91cd\u8981\u306a\u539f\u5247\u306f\u3001\u5b9a\u7fa9\u3055\u308c\u305f\u7bc4\u56f2\u304c\u4f01\u696d\u306e\u30cb\u30fc\u30ba\u3068\u30ea\u30bd\u30fc\u30b9\u306b\u9069\u5408\u3057\u3066\u3044\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002 \u6b63\u5f0f\u306a\u30c7\u30fc\u30bf\u7ba1\u7406\u6a5f\u80fd\u3092\u78ba\u7acb\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u70b9\u3092\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<h4><span style=\"font-weight: 400;\">\u30b3\u30fc\u30dd\u30ec\u30fc\u30c8\u30c9\u30e9\u30a4\u30d0\u30fc<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">\u30d3\u30b8\u30cd\u30b9\u30c9\u30e9\u30a4\u30d0\u30fc\u3068\u306f\u3001\u4f01\u696d\u304c\u7279\u5b9a\u306e\u6d3b\u52d5\u3092\u958b\u59cb\u3059\u308b\u3053\u3068\u3092\u4fc3\u3059\u539f\u52d5\u529b\u3068\u306a\u308b\u3082\u306e\u3067\u3059\u3002 \u4e00\u822c\u30c7\u30fc\u30bf\u4fdd\u8b77\u898f\u5247\u306a\u3069\u306e\u6570\u591a\u304f\u306e\u30eb\u30fc\u30eb\u3068\u3001\u9867\u5ba2\u4f53\u9a13\u5411\u4e0a\u306e\u305f\u3081\u306eAI\/ML\u6280\u8853\u306e\u5c0e\u5165\u306a\u3069\u306e\u30d3\u30b8\u30cd\u30b9\u5909\u9769\u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u3001\u6700\u3082\u5178\u578b\u7684\u306a\u304d\u3063\u304b\u3051\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002 \u4f01\u696d\u304c\u7d4c\u55b6\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u969b\u306b\u306f\u3001\u5185\u5916\u306e\u74b0\u5883\u306b\u95a2\u3059\u308b\u5909\u6570\u3092\u8003\u616e\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<h4><span style=\"font-weight: 400;\">\u591a\u304f\u306e\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u304b\u3089\u306e\u8981\u6c42<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u901a\u3058\u3066\u7279\u5b9a\u3055\u308c\u307e\u3059\u3002 \u72b6\u6cc1\u306b\u5fdc\u3058\u3066\u3001\u5916\u90e8\u3068\u5185\u90e8\u306e\u4e21\u65b9\u306e\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u3092\u6301\u3064\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u5229\u5bb3\u95a2\u4fc2\u8005\u306e\u6570\u591a\u304f\u306e\u3001\u6642\u306b\u306f\u76f8\u53cd\u3059\u308b\u8981\u6c42\u3084\u671f\u5f85\u306b\u5fdc\u3048\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4f8b\u3048\u3070\u3001\u3042\u308b\u4f01\u696d\u304c\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\u306b\u53d6\u308a\u7d44\u307f\u305f\u3044\u3068\u8003\u3048\u305f\u3068\u3057\u307e\u3059\u3002 \u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u305f\u3081\u3001\u4f01\u696d\u306e\u5168\u30d7\u30ed\u30bb\u30b9\u3092\u4e00\u5ea6\u306b\u30c7\u30b8\u30bf\u30eb\u5316\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002 \u3057\u304b\u3057\u3001\u7d50\u5c40\u306f\u8ca1\u52d9\u30fb\u5546\u4e8b\u90e8\u9580\u304c\u69d8\u3005\u306a\u8981\u56e0\u3067\u52d5\u304b\u3055\u308c\u308b\u3053\u3068\u306b\u306a\u308b\u3002 \u91d1\u878d\u5206\u91ce\u3067\u306f\u52b9\u7387\u6027\u3068\u751f\u7523\u6027\u3092\u5411\u4e0a\u3055\u305b\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u3092\u9ad8\u3081\u308b\u3053\u3068\u3067\u53ce\u76ca\u62e1\u5927\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/span><\/p>\n<h4><span style=\"font-weight: 400;\">\u300c\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">\u4f01\u696d\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3092\u7d44\u7e54\u5168\u4f53\u306b\u9069\u7528\u3059\u308b\u3053\u3068\u3082\u3001\u7279\u5b9a\u306e\u30d3\u30b8\u30cd\u30b9\u30e6\u30cb\u30c3\u30c8\u306b\u9069\u7528\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002 \u7406\u60f3\u7684\u306a\u65b9\u6cd5\u306f\u3001\u9078\u629e\u3057\u305f\u30d3\u30b8\u30cd\u30b9\u30c9\u30e9\u30a4\u30d0\u30fc\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<h4><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u7ba1\u7406\u306b\u95a2\u3059\u308b\u8981\u6c42\u4e8b\u9805<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u306f\u591a\u9762\u7684\u306a\u53d6\u308a\u7d44\u307f\u3067\u3042\u308b\u3002 \u500b\u3005\u306e\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u306b\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u8981\u7d20\u3092\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<a href=\"https:\/\/www.questionpro.com\/blog\/data-governance\/\">\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9<\/a>\u3001\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u30c7\u30fc\u30bf\u304a\u3088\u3073\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u306a\u3069\u306f\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6700\u3082\u4e00\u822c\u7684\u306a\u6a5f\u80fd\u306e\u4e00\u90e8\u3067\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<h3><span style=\"font-weight: 400;\">\u6210\u719f\u5ea6\u306e\u4e8b\u524d\u8a55\u4fa1\u3092\u884c\u3046<\/span><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u3042\u3089\u3086\u308b\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3044\u3066\u3001\u4f55\u3089\u304b\u306e\u5f62\u3067\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3057\u3066\u3044\u307e\u3059\u3002 \u305d\u306e\u7d50\u679c\u3001\u73fe\u5728\u3001\u7d44\u7e54\u306b\u306f\u6b63\u5f0f\u306a\u30c7\u30fc\u30bf\u7ba1\u7406\u6a5f\u80fd\u304c\u306a\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u3042\u308b\u7a0b\u5ea6\u306e\u30c7\u30fc\u30bf\u7ba1\u7406\u80fd\u529b\u3092\u6709\u3057\u3066\u3044\u308b\u3002 \u73fe\u5728\u306e\u80fd\u529b\u3092\u8a55\u4fa1\u3057\u3001\u5c06\u6765\u7684\u306a\u30ae\u30e3\u30c3\u30d7\u3092\u7279\u5b9a\u3059\u308b\u80fd\u529b\u306f\u3001\u4e8b\u524d\u306e\u6210\u719f\u5ea6\u8a55\u4fa1\u306b\u3088\u3063\u3066\u53ef\u80fd\u306b\u306a\u308b\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<h3><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/span><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u4f01\u696d\u306f\u3001\u7b2c2\u6bb5\u968e\u3067\u3042\u308b\u30b9\u30c6\u30c3\u30d72\u306e\u7d50\u679c\u3092\u8e0f\u307e\u3048\u3066\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u9577\u671f\u30fb\u4e2d\u671f\u6226\u7565\u30d3\u30b8\u30e7\u30f3\u3092\u6c7a\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 DMF\u306e\u8abf\u67fb\u3067\u306f\u3001\u6226\u7565\u3084\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u306f\u8a08\u753b\u6587\u66f8\u306e\u4e00\u4f8b\u3067\u3042\u308b\u3068\u6307\u6458\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<h3><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u305f\u3081\u306e\u6a5f\u80fd\u8a2d\u8a08<\/span><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u305d\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u57fa\u3065\u3044\u3066\u5fc5\u8981\u306a\u80fd\u529b\u3092\u69cb\u7bc9\u3059\u308b\u306e\u306f\u3001\u4f01\u696d\u5074\u306e\u8cac\u4efb\u3067\u3059\u3002 \u30c7\u30b6\u30a4\u30f3\u30d7\u30ed\u30bb\u30b9\u306e\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u3001\u751f\u7523\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u88fd\u54c1\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u3067\u3059\u3002 \u4f01\u696d\u304c\u88fd\u54c1\u3092\u4f5c\u308b\u305f\u3081\u306b\u306f\u3001\u65b9\u91dd\u3001\u57fa\u6e96\u3001\u305d\u306e\u4ed6\u306e\u898f\u5236\u6587\u66f8\u304c\u6574\u5099\u3055\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u898f\u5236\u306e\u9075\u5b88\u306f\u3001\u30d7\u30ed\u30bb\u30b9\u306e\u4f7f\u7528\u306b\u3088\u3063\u3066\u3088\u308a\u8eab\u8fd1\u306a\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002 \u5f79\u5272\u306e\u529b\u3092\u501f\u308a\u3066\u521d\u3081\u3066\u5b8c\u6210\u3059\u308b\u3082\u306e\u3067\u3059\u3002 \u6700\u5f8c\u306b\u3001\u4f01\u696d\u306b\u306f\u30b3\u30f3\u30d4\u30c6\u30f3\u30b7\u30fc\u3092\u9ad8\u3081\u308b\u305f\u3081\u306e\u4e88\u7b97\u304c\u5fc5\u8981\u3067\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<h3><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u6d3b\u7528\u3059\u308b<\/span><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5c0e\u5165\u3059\u308b\u6700\u9069\u306a\u65b9\u6cd5\u306f\u3001\u4f01\u696d\u306e\u30d3\u30b8\u30cd\u30b9\u76ee\u6a19\u3001\u898f\u6a21\u3001\u30ea\u30bd\u30fc\u30b9\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002 \u30aa\u30ec\u30f3\u30b8\u300dDMF\u3067\u306f\u3001\u96c6\u4e2d\u578b\u3001\u5206\u6563\u578b\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u306e3\u3064\u306e\u4e3b\u8981\u6226\u7565\u3092\u63b2\u3052\u3066\u3044\u308b\u3002 \u305d\u308c\u305e\u308c\u306e\u30c7\u30b6\u30a4\u30f3\u306b\u306f\u9577\u6240\u3068\u77ed\u6240\u304c\u3042\u308a\u3001\u72b6\u6cc1\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<h3><span style=\"font-weight: 400;\">\u8a73\u7d30\u306a\u6210\u719f\u5ea6\u8a55\u4fa1\u306e\u5b9f\u65bd<\/span><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u4f01\u696d\u306f\u3001\u30d7\u30ed\u30bb\u30b9\u3084\u65b9\u91dd\u306a\u3069\u3001\u80fd\u529b\u306e\u6b21\u5143\u3084\u9805\u76ee\u306e\u4e00\u822c\u7684\u306a\u30ec\u30d9\u30eb\u3067\u3001\u8a73\u7d30\u306a\u6210\u719f\u5ea6\u8a55\u4fa1\u3092\u5b9f\u65bd\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u306e\u624b\u6cd5\u306b\u3088\u308a\u3001\u8a73\u7d30\u306a\u77ed\u671f\u8a08\u753b\u306e\u4f5c\u6210\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002 \u307e\u305f\u3001KPI\uff08Key Performance Indicator\uff1a\u91cd\u8981\u696d\u7e3e\u8a55\u4fa1\u6307\u6a19\uff09\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u3082\u652f\u63f4\u3057\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\n<h3><span style=\"font-weight: 400;\">KPI\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9<\/span><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u30d3\u30b8\u30cd\u30b9\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u80fd\u529b\u958b\u767a\u3092\u8ffd\u8de1\u3059\u308b\u305f\u3081\u306e\u3082\u306e\u3068\u3001\u65e5\u5e38\u696d\u52d9\u306e\u6709\u52b9\u6027\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u3082\u306e\u30012\u3064\u306e\u91cd\u8981\u696d\u7e3e\u8a55\u4fa1\u6307\u6a19\uff08KPI\uff09\u3092\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 KPI\u3092\u8a2d\u5b9a\u3059\u308b\u969b\u306b\u3001\u7570\u306a\u308b\u62bd\u8c61\u5316\u30ec\u30d9\u30eb\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u7d50\u8ad6<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u4ee5\u4e0a\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3051\u308b\u78ba\u7acb\u306e\u4ed5\u65b9\u306b\u3064\u3044\u3066\u5b66\u3093\u3060\u3002 \u3069\u306e\u3088\u3046\u306a\u4f01\u696d\u3067\u3082\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u3057\u3066\u3053\u308c\u3089\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u306f\u6709\u76ca\u3067\u3059\u3002 \u7d44\u7e54\u306f\u3001\u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u30d3\u30b8\u30cd\u30b9\u306e\u4e16\u754c\u3067\u3088\u308a\u826f\u304f\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u7ba1\u7406\u30fb\u8abf\u67fb\u306b\u95a2\u3059\u308b\u30b5\u30dd\u30fc\u30c8\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001QuestionPro\u30c1\u30fc\u30e0\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002 \u79c1\u305f\u3061\u306e\u30b5\u30dd\u30fc\u30c8\u306b\u3088\u308a\u3001\u304a\u5ba2\u69d8\u306f\u30c7\u30fc\u30bf\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.questionpro.com\/research-edition-survey-software\/\" target=\"_blank\" rel=\"noopener\"><br \/>\n  <button>\u3082\u3063\u3068\u8a73\u3057\u304f<\/button><br \/>\n<\/a>       <a href=\"https:\/\/www.questionpro.com\/a\/showEntry.do?classID=1053&amp;sourceRef=blog\" target=\"_blank\" rel=\"noopener\"><br \/>\n  <button>\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb<\/button><br \/>\n<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4fe1\u983c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u3092\u69cb\u7bc9\u3057\u305f\u3044\u306e\u3067\u3042\u308c\u3070\u3001 [&hellip;]<\/p>\n","protected":false},"author":49,"featured_media":717344,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[1117],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306f\u4f55\u304b\u3001\u3069\u306e\u3088\u3046\u306b\u69cb\u7bc9\u3059\u308b\u304b | QuestionPro<\/title>\n<meta name=\"description\" content=\"\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u4f01\u696d\u304c\u30c7\u30b8\u30bf\u30eb\u3067\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u7d44\u7e54\u3078\u3068\u5909\u5316\u3059\u308b\u3053\u3068\u3092\u652f\u63f4\u3057\u307e\u3059\u3002 \u8a73\u3057\u304f\u306f\u3053\u3061\u3089\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306f\u4f55\u304b\u3001\u3069\u306e\u3088\u3046\u306b\u69cb\u7bc9\u3059\u308b\u304b | QuestionPro\" \/>\n<meta property=\"og:description\" content=\"\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u4f01\u696d\u304c\u30c7\u30b8\u30bf\u30eb\u3067\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u7d44\u7e54\u3078\u3068\u5909\u5316\u3059\u308b\u3053\u3068\u3092\u652f\u63f4\u3057\u307e\u3059\u3002 \u8a73\u3057\u304f\u306f\u3053\u3061\u3089\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/\" \/>\n<meta property=\"og:site_name\" content=\"QuestionPro\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/questionpro\" \/>\n<meta property=\"article:published_time\" content=\"2022-08-21T11:00:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/08\/data-management-framework.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"992\" \/>\n\t<meta property=\"og:image:height\" content=\"594\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Fabyio Villegas\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@questionpro\" \/>\n<meta name=\"twitter:site\" content=\"@questionpro\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fabyio Villegas\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/\"},\"author\":{\"name\":\"Fabyio Villegas\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/person\/4f0c1596eb1a64b215717f16e263068d\"},\"headline\":\"\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306f\u4f55\u304b\u3001\u3069\u306e\u3088\u3046\u306b\u69cb\u7bc9\u3059\u308b\u304b\",\"datePublished\":\"2022-08-21T11:00:35+00:00\",\"dateModified\":\"2022-08-21T11:00:35+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/\"},\"wordCount\":12,\"publisher\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#organization\"},\"articleSection\":[\"\u30ea\u30b5\u30fc\u30c1\u30c4\u30fc\u30eb\uff06\u30a2\u30d7\u30ea\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/\",\"url\":\"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/\",\"name\":\"\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306f\u4f55\u304b\u3001\u3069\u306e\u3088\u3046\u306b\u69cb\u7bc9\u3059\u308b\u304b | QuestionPro\",\"isPartOf\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#website\"},\"datePublished\":\"2022-08-21T11:00:35+00:00\",\"dateModified\":\"2022-08-21T11:00:35+00:00\",\"description\":\"\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u4f01\u696d\u304c\u30c7\u30b8\u30bf\u30eb\u3067\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u7d44\u7e54\u3078\u3068\u5909\u5316\u3059\u308b\u3053\u3068\u3092\u652f\u63f4\u3057\u307e\u3059\u3002 \u8a73\u3057\u304f\u306f\u3053\u3061\u3089\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u30db\u30fc\u30e0\",\"item\":\"https:\/\/www.questionpro.com\/blog\/ja\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u5e02\u5834\u8abf\u67fb\",\"item\":\"https:\/\/www.questionpro.com\/blog\/ja\/category\/%e5%b8%82%e5%a0%b4%e8%aa%bf%e6%9f%bb-ja\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"\u30ea\u30b5\u30fc\u30c1\u30c4\u30fc\u30eb\uff06\u30a2\u30d7\u30ea\",\"item\":\"https:\/\/www.questionpro.com\/blog\/ja\/category\/%e3%83%aa%e3%82%b5%e3%83%bc%e3%83%81%e3%83%84%e3%83%bc%e3%83%ab%ef%bc%86%e3%82%a2%e3%83%97%e3%83%aa\/\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306f\u4f55\u304b\u3001\u3069\u306e\u3088\u3046\u306b\u69cb\u7bc9\u3059\u308b\u304b\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#website\",\"url\":\"https:\/\/www.questionpro.com\/blog\/ja\/\",\"name\":\"QuestionPro\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.questionpro.com\/blog\/ja\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#organization\",\"name\":\"QuestionPro\",\"url\":\"https:\/\/www.questionpro.com\/blog\/ja\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg\",\"contentUrl\":\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg\",\"caption\":\"QuestionPro\"},\"image\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/questionpro\",\"https:\/\/twitter.com\/questionpro\",\"https:\/\/www.linkedin.com\/company\/questionpro\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/person\/4f0c1596eb1a64b215717f16e263068d\",\"name\":\"Fabyio Villegas\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/c1eda364265c66792ad93d208502b662?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/c1eda364265c66792ad93d208502b662?s=96&d=mm&r=g\",\"caption\":\"Fabyio Villegas\"},\"description\":\"Copywriter and SEO Specialist. With over 11 years of experience in Digital Marketing and Educational Content Curation.\",\"url\":\"https:\/\/www.questionpro.com\/blog\/ja\/author\/fabiola\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306f\u4f55\u304b\u3001\u3069\u306e\u3088\u3046\u306b\u69cb\u7bc9\u3059\u308b\u304b | QuestionPro","description":"\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u4f01\u696d\u304c\u30c7\u30b8\u30bf\u30eb\u3067\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u7d44\u7e54\u3078\u3068\u5909\u5316\u3059\u308b\u3053\u3068\u3092\u652f\u63f4\u3057\u307e\u3059\u3002 \u8a73\u3057\u304f\u306f\u3053\u3061\u3089\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/","og_locale":"ja_JP","og_type":"article","og_title":"\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306f\u4f55\u304b\u3001\u3069\u306e\u3088\u3046\u306b\u69cb\u7bc9\u3059\u308b\u304b | QuestionPro","og_description":"\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u4f01\u696d\u304c\u30c7\u30b8\u30bf\u30eb\u3067\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u7d44\u7e54\u3078\u3068\u5909\u5316\u3059\u308b\u3053\u3068\u3092\u652f\u63f4\u3057\u307e\u3059\u3002 \u8a73\u3057\u304f\u306f\u3053\u3061\u3089\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002","og_url":"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/","og_site_name":"QuestionPro","article_publisher":"https:\/\/www.facebook.com\/questionpro","article_published_time":"2022-08-21T11:00:35+00:00","og_image":[{"width":992,"height":594,"url":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/08\/data-management-framework.jpg","type":"image\/jpeg"}],"author":"Fabyio Villegas","twitter_card":"summary_large_image","twitter_creator":"@questionpro","twitter_site":"@questionpro","twitter_misc":{"\u57f7\u7b46\u8005":"Fabyio Villegas"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/#article","isPartOf":{"@id":"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/"},"author":{"name":"Fabyio Villegas","@id":"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/person\/4f0c1596eb1a64b215717f16e263068d"},"headline":"\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306f\u4f55\u304b\u3001\u3069\u306e\u3088\u3046\u306b\u69cb\u7bc9\u3059\u308b\u304b","datePublished":"2022-08-21T11:00:35+00:00","dateModified":"2022-08-21T11:00:35+00:00","mainEntityOfPage":{"@id":"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/"},"wordCount":12,"publisher":{"@id":"https:\/\/www.questionpro.com\/blog\/ja\/#organization"},"articleSection":["\u30ea\u30b5\u30fc\u30c1\u30c4\u30fc\u30eb\uff06\u30a2\u30d7\u30ea"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/","url":"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/","name":"\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306f\u4f55\u304b\u3001\u3069\u306e\u3088\u3046\u306b\u69cb\u7bc9\u3059\u308b\u304b | QuestionPro","isPartOf":{"@id":"https:\/\/www.questionpro.com\/blog\/ja\/#website"},"datePublished":"2022-08-21T11:00:35+00:00","dateModified":"2022-08-21T11:00:35+00:00","description":"\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u4f01\u696d\u304c\u30c7\u30b8\u30bf\u30eb\u3067\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u7d44\u7e54\u3078\u3068\u5909\u5316\u3059\u308b\u3053\u3068\u3092\u652f\u63f4\u3057\u307e\u3059\u3002 \u8a73\u3057\u304f\u306f\u3053\u3061\u3089\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002","breadcrumb":{"@id":"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.questionpro.com\/blog\/ja\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d%e3%82%b8%e3%83%a1%e3%83%b3%e3%83%88%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%80%82%e3%83%87%e3%83%bc%e3%82%bf%e3%83%9e%e3%83%8d\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u30db\u30fc\u30e0","item":"https:\/\/www.questionpro.com\/blog\/ja\/"},{"@type":"ListItem","position":2,"name":"\u5e02\u5834\u8abf\u67fb","item":"https:\/\/www.questionpro.com\/blog\/ja\/category\/%e5%b8%82%e5%a0%b4%e8%aa%bf%e6%9f%bb-ja\/"},{"@type":"ListItem","position":3,"name":"\u30ea\u30b5\u30fc\u30c1\u30c4\u30fc\u30eb\uff06\u30a2\u30d7\u30ea","item":"https:\/\/www.questionpro.com\/blog\/ja\/category\/%e3%83%aa%e3%82%b5%e3%83%bc%e3%83%81%e3%83%84%e3%83%bc%e3%83%ab%ef%bc%86%e3%82%a2%e3%83%97%e3%83%aa\/"},{"@type":"ListItem","position":4,"name":"\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306f\u4f55\u304b\u3001\u3069\u306e\u3088\u3046\u306b\u69cb\u7bc9\u3059\u308b\u304b"}]},{"@type":"WebSite","@id":"https:\/\/www.questionpro.com\/blog\/ja\/#website","url":"https:\/\/www.questionpro.com\/blog\/ja\/","name":"QuestionPro","description":"","publisher":{"@id":"https:\/\/www.questionpro.com\/blog\/ja\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.questionpro.com\/blog\/ja\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/www.questionpro.com\/blog\/ja\/#organization","name":"QuestionPro","url":"https:\/\/www.questionpro.com\/blog\/ja\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/logo\/image\/","url":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg","contentUrl":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg","caption":"QuestionPro"},"image":{"@id":"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/questionpro","https:\/\/twitter.com\/questionpro","https:\/\/www.linkedin.com\/company\/questionpro\/"]},{"@type":"Person","@id":"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/person\/4f0c1596eb1a64b215717f16e263068d","name":"Fabyio Villegas","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.questionpro.com\/blog\/ja\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/c1eda364265c66792ad93d208502b662?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/c1eda364265c66792ad93d208502b662?s=96&d=mm&r=g","caption":"Fabyio Villegas"},"description":"Copywriter and SEO Specialist. With over 11 years of experience in Digital Marketing and Educational Content Curation.","url":"https:\/\/www.questionpro.com\/blog\/ja\/author\/fabiola\/"}]}},"featured_image_src":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/08\/data-management-framework.jpg","featured_image_src_square":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/08\/data-management-framework.jpg","author_info":{"display_name":"Fabyio Villegas","author_link":"https:\/\/www.questionpro.com\/blog\/ja\/author\/fabiola\/"},"_links":{"self":[{"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/posts\/730470"}],"collection":[{"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/users\/49"}],"replies":[{"embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/comments?post=730470"}],"version-history":[{"count":0,"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/posts\/730470\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/media\/717344"}],"wp:attachment":[{"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/media?parent=730470"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/categories?post=730470"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/ja\/wp-json\/wp\/v2\/tags?post=730470"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}