{"id":1516,"date":"2020-11-05T18:51:52","date_gmt":"2020-11-05T09:51:52","guid":{"rendered":"https:\/\/rehasaku.net\/labo\/?p=1516"},"modified":"2022-12-16T13:25:08","modified_gmt":"2022-12-16T04:25:08","slug":"%e3%83%aa%e3%83%8f%e3%82%b5%e3%82%af%e3%82%92%e6%b4%bb%e7%94%a8%e3%81%97%e3%81%9f%e5%b9%b4%e4%bb%a3%e5%88%a5%e3%81%ae%e7%89%b9%e5%be%b4","status":"publish","type":"post","link":"https:\/\/rehasaku.net\/labo\/exercise\/1516\/","title":{"rendered":"\u30ea\u30cf\u30b5\u30af\u3092\u6d3b\u7528\u3057\u305f\u5e74\u4ee3\u5225\u306e\u7279\u5fb4"},"content":{"rendered":"<h2>\u3010\u8abf\u67fb\u80cc\u666f\u3011<\/h2>\n<p>\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306e\u5229\u7528\u7387\u306f\u3001\u5e45\u5e83\u3044\u5e74\u4ee3\u3067\u5897\u52a0\u3057\u3066\u3044\u308b<sup>\uff11\uff09<\/sup>\u3002\u307e\u305f\u3001ICT\uff08Information and Communication Technology\uff09\u3092\u6d3b\u7528\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u3084\u30b5\u30fc\u30d3\u30b9\u3082\u5e74\u3005\u666e\u53ca\u3057\u3066\u3044\u308b\u3002\u533b\u7642\u5206\u91ce\u3067\u306f\u3001\u696d\u52d9\u306e\u52b9\u7387\u5316\u3092\u56f3\u308b\u3053\u3068\u3084\u9069\u5207\u306a\u533b\u7642\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3001ICT\u306e\u5229\u6d3b\u7528\u304c\u9032\u3093\u3067\u3044\u308b\u3002<\/p>\n<p>\u4ed6\u65b9\u3067\u3001\u5e74\u9f62\u3054\u3068\u306b\u305d\u306e\u6d3b\u7528\u306b\u81f3\u308b\u307e\u3067\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u7570\u306a\u308b\u3002\u4f8b\u3048\u3070\u3001\u9ad8\u9f62\u8005\u306f\u6163\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3082\u591a\u3044\u3053\u3068\u306f\u60f3\u50cf\u306b\u96e3\u304f\u306a\u3044\u3002<\/p>\n<p>\u30ea\u30cf\u30b5\u30af\u306f\u3001ICT\u3092\u6d3b\u7528\u3057\u305f\u30ea\u30cf\u30d3\u30ea\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001\u5e45\u5e83\u3044\u5e74\u4ee3\u306e\u65b9\u3005\u304c\u30ea\u30cf\u30b5\u30af\u306e\u5bfe\u8c61\u8005\u3068\u306a\u308b\u3002\u30ea\u30cf\u30b5\u30af\u3092\u3088\u308a\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u5bfe\u8c61\u8005\u306e\u5e74\u4ee3\u3054\u3068\u306b\u7279\u5fb4\u3092\u6349\u3048\u3001\u5bfe\u7b56\u3092\u7df4\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3042\u308b\u3002<\/p>\n<p>\u305d\u3053\u3067\u672c\u8abf\u67fb\u3067\u306f\u3001\u307e\u305a\u30ea\u30cf\u30b5\u30af\u306e\u6d3b\u7528\u65b9\u6cd5\u3084\u5229\u7528\u8005\u306e\u7279\u5fb4\u306b\u3064\u3044\u3066\u5e74\u4ee3\u5225\u306b\u691c\u8a0e\u3059\u308b\u3053\u3068\u3068\u3057\u305f\u3002<\/p>\n<h2>\u3010\u8abf\u67fb\u6982\u8981\u3011<\/h2>\n<p>\u5bfe\u8c61\u306f\u3001\u30ea\u30cf\u30b5\u30af\u3092\u5c0e\u5165\u3057\u3066\u3044\u308b\u65bd\u8a2d\u3067\u30a8\u30af\u30b5\u30b5\u30a4\u30ba\u306e\u51e6\u65b9\u3092\u53d7\u3051\u3001\u75db\u307f\u3092\u8a18\u9332\u3057\u305f\u521d\u65e5\u304b\u308990\u65e5\u4ee5\u4e0a\u75bc\u75db\u304c\u7d99\u7d9a\u3057\u3066\u3044\u308b10\u4ee3\u304b\u308970\u4ee3\u307e\u3067\u306e241\u540d\u3068\u3057\u305f\u3002\u5bfe\u8c61\u30c7\u30fc\u30bf\u306b\u304a\u3044\u3066\u3001\u91cd\u8907\u3057\u3066\u62bd\u51fa\u3055\u308c\u305f\u5bfe\u8c61\u8005\u306e\u30c7\u30fc\u30bf\u306f1\u540d\u5206\u3068\u3057\u3066\u30ab\u30a6\u30f3\u30c8\u3057\u305f\u3002\u307e\u305f\u30c7\u30fc\u30bf\u306e\u8a18\u9332\u304c\u306a\u3044\u5834\u5408\u306f\u5bfe\u8c61\u304b\u3089\u9664\u5916\u3057\u305f\u3002<\/p>\n<p>\u672c\u8abf\u67fb\u3067\u306f\u3001\u5bfe\u8c61\u3068\u306a\u308b\u5229\u7528\u8005\u309210\u4ee3\u300120\uff5e39\u6b73\u300140\uff5e59\u6b73\u300160\uff5e79\u6b73\u306e\uff14\u3064\u306e\u5e74\u4ee3\u306b\u5206\u3051\u305f\u3002\u5206\u6790\u65b9\u6cd5\u306f\u3001\u30ea\u30cf\u30b5\u30af\u3088\u308a\u62bd\u51fa\u3067\u304d\u308b\u4e0b\u8a187\u9805\u76ee\u306b\u3064\u3044\u3066\u3001\u5e74\u4ee3\u9593\u306e\u6bd4\u8f03\u3092\u3059\u308b\u305f\u3081\u4e00\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u304a\u3088\u3073\u591a\u91cd\u6bd4\u8f03\u6cd5\u3092\u7528\u3044\u305f\u3002<\/p>\n<table width=\"567\">\n<tbody>\n<tr>\n<td width=\"198\">\u30ed\u30b0\u30a4\u30f3\u7387<\/td>\n<td width=\"368\">\u30ed\u30b0\u30a4\u30f3\u65e5\u6570\uff0f\u5229\u7528\u671f\u9593<\/td>\n<\/tr>\n<tr>\n<td width=\"198\">\u904b\u52d5\u8a18\u9332\u7387<\/td>\n<td width=\"368\">\u30a8\u30af\u30b5\u30b5\u30a4\u30ba\u3092\u8a18\u9332\u3057\u305f\u65e5\u6570\uff0f\u5229\u7528\u671f\u9593<\/td>\n<\/tr>\n<tr>\n<td width=\"198\">\u5e74\u9f62<\/td>\n<td width=\"368\">\u30ea\u30cf\u30b5\u30af\u5229\u7528\u6642\u306e\u5e74\u9f62<\/td>\n<\/tr>\n<tr>\n<td width=\"198\">\u5229\u7528\u671f\u9593<\/td>\n<td width=\"368\">\u75db\u307f\u3092\u8a18\u9332\u3057\u305f\u521d\u65e5\u304b\u308990\u65e5\u4ee5\u4e0a\u7d4c\u904e\u3057\u3066\u3044\u308b\u75db\u307f\u306e\u7d4c\u904e\u65e5\u3067\u6700\u3082\u65e5\u4ed8\u304c\u65e9\u3044\u65e5\u4ed8<\/td>\n<\/tr>\n<tr>\n<td width=\"198\">\u521d\u56de\u30a8\u30af\u30b5\u30b5\u30a4\u30ba\u51e6\u65b9\u6570<\/td>\n<td width=\"368\">\u75db\u307f\u3092\u8a18\u9332\u3057\u305f\u521d\u65e5\u306e\u76f4\u524d\u306b\u9001\u4fe1\u3055\u308c\u305f\u904b\u52d5\u30e1\u30cb\u30e5\u30fc\u6570<\/td>\n<\/tr>\n<tr>\n<td width=\"198\">\u7d2f\u8a08\u30a8\u30af\u30b5\u30b5\u30a4\u30ba\u51e6\u65b9\u6570<\/td>\n<td width=\"368\">\u8a08\u6e2c\u671f\u9593\u304c\u7d42\u4e86\u3059\u308b\u65e5\u4ed8\u307e\u3067\u306b\u9001\u4fe1\u3055\u308c\u305f\u904b\u52d5\u30e1\u30cb\u30e5\u30fc\u6570\u306e\u5408\u8a08<\/td>\n<\/tr>\n<tr>\n<td width=\"198\">\u521d\u56deNRS<\/p>\n<p>\uff08Numerical Rating Scale\uff09<\/td>\n<td width=\"368\">\u8a18\u9332\u958b\u59cb\u3057\u305f\u521d\u65e5\u306e\u75db\u307f\u309211\u6bb5\u968e\u3067\u8a55\u4fa1<\/p>\n<p>\uff10\uff1a\u307e\u3063\u305f\u304f\u75db\u307f\u304c\u306a\u3044<\/p>\n<p>\uff11\uff10\uff1a\u4eca\u307e\u3067\u7d4c\u9a13\u3057\u305f\u3053\u3068\u304c\u306a\u3044\u75db\u307f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u300c\u7d71\u8a08\u65b9\u6cd5\u306e\u8aac\u660e\u300d<\/h3>\n<h4>\u30fb\u5206\u6563\u5206\u6790\u3068\u306f<\/h4>\n<p>\u5206\u6563\u5206\u6790\u306f\u30013\u7fa4\u4ee5\u4e0a\u3092\u6bd4\u8f03\u3059\u308b\u969b\u306b\u7528\u3044\u3089\u308c\u308b\u305f\u3081\u30012\u7fa4\u9593\u306e\u6bd4\u8f03\u306e\u969b\u306b\u7528\u3044\u3089\u308c\u308bt\u691c\u5b9a\u3068\u306f\u7570\u306a\u308b\u3002\u307e\u305f\u3001\u5206\u6563\uff08\u3070\u3089\u3064\u304d\uff09\u3092\u4f7f\u3063\u3066\u5e73\u5747\u5024\u306e\u6709\u610f\u5dee\u3092\u691c\u5b9a\u3059\u308b\u7d71\u8a08\u624b\u6cd5\u3067\u3042\u308b\u3002\u5bfe\u8c61\u3068\u306a\u308b\u5909\u6570\u304c\u6b63\u898f\u5206\u5e03\u306e\u5834\u5408\u306f\u3001\u4e00\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u3084\u4e8c\u5143\u914d\u7f6e\u5206\u6563\u5206\u6790\u3092\u7528\u3044\u308b\u3002\u6b63\u898f\u5206\u5e03\u3067\u306a\u3044\u5834\u5408\u306f\u3001Kruskal wallis test\u3092\u7528\u3044\u308b\u3002\u5206\u6563\u5206\u6790\u306f\u3001\u7d50\u679c\u304c\u6709\u610f\u3067\u3042\u3063\u305f\u3068\u3057\u3066\u3082\u3001\u3069\u306e\u7fa4\u9593\u306b\u5dee\u304c\u3042\u308b\u304b\u307e\u3067\u306f\u5206\u304b\u3089\u306a\u3044\u3002\u305d\u3053\u3067\u3001\u591a\u91cd\u6bd4\u8f03\u6cd5\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u7fa4\u9593\u306e\u5dee\u3092\u8abf\u3079\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u591a\u91cd\u6bd4\u8f03\u6cd5\u306f\u3001\u591a\u6570\u306e\u624b\u6cd5\u304c\u8003\u6848\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u624b\u6cd5\u3092\u9078\u629e\u3057\u5206\u6790\u306b\u7528\u3044\u308b\u3002<\/p>\n<h2>\u3010\u8abf\u67fb\u7d50\u679c\u3011<\/h2>\n<p>\u8abf\u67fb\u5bfe\u8c61\u306f\u3001\u9664\u5916\u57fa\u6e96\u306b\u8a72\u5f53\u3057\u306a\u304b\u3063\u305f147\u540d\u3067\u3042\u3063\u305f\u3002\u5404\u5e74\u4ee3\u3054\u3068\u306e\u5bfe\u8c61\u6570\u306f\u300110\u4ee3\u304c21\u540d\u300120\uff5e39\u6b73\u304c36\u540d\u300140\uff5e59\u6b73\u304c70\u540d\u300160\u6b73\uff5e79\u6b73\u304c20\u540d\u3067\u3042\u3063\u305f\u3002<\/p>\n<p>\u30ea\u30cf\u30b5\u30af\u3088\u308a\u62bd\u51fa\u3055\u308c\u305f7\u9805\u76ee\u306f\u3001\u3059\u3079\u3066\u6b63\u898f\u6027\u304c\u8a8d\u3081\u3089\u308c\u306a\u304b\u3063\u305f\u305f\u3081\u3001Kruskal wallis test\u3092\u7528\u3044\u3066\u5206\u6563\u5206\u6790\u3092\u884c\u3063\u305f\u3002\u305d\u306e\u7d50\u679c\u3001\u30ed\u30b0\u30a4\u30f3\u7387\u3001\u904b\u52d5\u8a18\u9332\u7387\u3001\u5229\u7528\u671f\u9593\u306e3\u9805\u76ee\u306b\u304a\u3044\u3066\u305d\u308c\u305e\u308c\u6709\u610f\u306a\u5dee\u3092\u8a8d\u3081\u305f\u3002\u591a\u91cd\u6bd4\u8f03\u6cd5\u306e\u7d50\u679c\u306f\u3001\u5404\u9805\u76ee\u3054\u3068\u306b\u793a\u3059\u3002<\/p>\n<h3>\uff3b\u30ed\u30b0\u30a4\u30f3\u7387\uff3d<\/h3>\n<p>\u30ed\u30b0\u30a4\u30f3\u7387\u306f20\uff5e39\u6b73\uff080.27\u00b10.29\uff09\u304c\u6700\u3082\u4f4e\u304f\u3001\u6b21\u306b10\u4ee3\uff080.44\u00b10.30\uff09\u300140\uff5e59\u6b73\uff080.47\u00b10.31\uff09\u300160\uff5e79\u6b73\uff080.67\u00b10.32\uff09\u306e\u9806\u306b\u9ad8\u304b\u3063\u305f\u3002<\/p>\n<p>\u591a\u91cd\u6bd4\u8f03\u6cd5\u306e\u7d50\u679c\u306f\u300120\uff5e39\u6b73\u306840\uff5e59\u6b73\u304a\u3088\u307320\uff5e39\u6b73\u306860\uff5e79\u6b73\u306e\u9593\u3067\u6709\u610f\u306a\u5dee\u3092\u8a8d\u3081\u305f\uff08\u56f31\uff09\u3002<\/p>\n<p><img loading=\"lazy\" class=\"alignnone wp-image-1510 size-large\" src=\"https:\/\/rehasaku.net\/labo\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/rehasaku.net\/labo\/wp-content\/uploads\/2020\/11\/201102_rehsaku_graph_2nd_generation_1-1024x598.jpg\" alt=\"\" width=\"1024\" height=\"598\" \/><\/p>\n<p>\u56f31. \u5e74\u4ee3\u5225\u30ed\u30b0\u30a4\u30f3\u7387\uff08**: p&lt;0.01\uff09<\/p>\n<h3>\uff3b\u904b\u52d5\u8a18\u9332\u7387\uff3d<\/h3>\n<p>\u904b\u52d5\u8a18\u9332\u7387\u306f\u300120\uff5e39\u6b73\uff080.21\u00b10.28\uff09\u304c\u6700\u3082\u4f4e\u304f\u3001\u6b21\u306b10\u4ee3\uff080.34\u00b10.30\uff09\u300140\uff5e59\u6b73\uff080.37\u00b10.32\uff09\u300160\uff5e79\u6b73\uff080.61\u00b10.37\uff09\u306e\u9806\u306b\u9ad8\u304b\u3063\u305f\u3002<\/p>\n<p>\u591a\u91cd\u6bd4\u8f03\u6cd5\u306e\u7d50\u679c\u306f\u300120\uff5e39\u6b73\u306840\uff5e59\u6b73\u304a\u3088\u307320\uff5e39\u6b73\u306860\uff5e79\u6b73\u306e\u9593\u3067\u6709\u610f\u306a\u5dee\u3092\u8a8d\u3081\u305f\uff08\u56f3\uff12\uff09\u3002<\/p>\n<p><img loading=\"lazy\" class=\"alignnone wp-image-1511 size-large\" src=\"https:\/\/rehasaku.net\/labo\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/rehasaku.net\/labo\/wp-content\/uploads\/2020\/11\/201102_rehsaku_graph_2nd_generation_2-1024x598.jpg\" alt=\"\" width=\"1024\" height=\"598\" \/><\/p>\n<p>\u56f32\uff0e\u5e74\u4ee3\u5225\u904b\u52d5\u8a18\u9332\u7387\uff08**: p&lt;0.01\uff09<\/p>\n<h3>\uff3b\u5229\u7528\u671f\u9593\uff3d<\/h3>\n<p>\u5229\u7528\u671f\u9593\u306f\u300160\uff5e79\u6b73\uff0893.65\u00b16.35\u65e5\uff09\u304c\u6700\u3082\u77ed\u304f\u300140\uff5e59\u6b73\uff08107.16\u00b138.84\u65e5\uff09\u300110\u4ee3\uff08114.24\u00b139.05\u65e5\uff09\u300120\uff5e39\u6b73\uff08121.64\u00b144.24\u65e5\uff09\u306e\u9806\u306b\u5229\u7528\u671f\u9593\u304c\u9577\u304b\u3063\u305f\u3002<\/p>\n<p>\u591a\u91cd\u6bd4\u8f03\u6cd5\u306e\u7d50\u679c\u306f\u300120\uff5e39\u6b73\u306840\uff5e59\u6b73\u304a\u3088\u307320\uff5e39\u6b73\u306860\uff5e79\u6b73\u306e\u9593\u3067\u6709\u610f\u306a\u5dee\u3092\u8a8d\u3081\u305f\uff08\u56f33\uff09\u3002<\/p>\n<p><img loading=\"lazy\" class=\"alignnone wp-image-1512 size-large\" src=\"https:\/\/rehasaku.net\/labo\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/rehasaku.net\/labo\/wp-content\/uploads\/2020\/11\/201102_rehsaku_graph_2nd_generation_3-1024x598.jpg\" alt=\"\" width=\"1024\" height=\"598\" 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