{"id":4451,"date":"2025-12-14T20:34:13","date_gmt":"2025-12-14T11:34:13","guid":{"rendered":"https:\/\/best-biostatistics.com\/toukei-er\/?p=4451"},"modified":"2025-12-14T20:34:14","modified_gmt":"2025-12-14T11:34:14","slug":"problems-with-cutoff-values-in-continuous-data-why-simple-dichotomization-is-misleading","status":"publish","type":"post","link":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/problems-with-cutoff-values-in-continuous-data-why-simple-dichotomization-is-misleading\/","title":{"rendered":"\u9023\u7d9a\u30c7\u30fc\u30bf\u306e\u30ab\u30c3\u30c8\u30aa\u30d5\u5024\u306e\u554f\u984c\u70b9\uff1a\u306a\u305c\u5b89\u6613\u306b\u533a\u5207\u3063\u3066\u306f\u3044\u3051\u306a\u3044\u306e\u304b"},"content":{"rendered":"\n<p>\u8840\u5727\u3092\u300c\u9ad8\u8840\u5727\u300d\u3068\u300c\u6b63\u5e38\u300d\u306b\u533a\u5207\u308b130mmHg\u306e\u58c1\u3001\u512a\u826f\u9867\u5ba2\u3068\u4e00\u822c\u9867\u5ba2\u3092\u5206\u3051\u308b100\u4e07\u5186\u306e\u58f2\u4e0a\u30e9\u30a4\u30f3\u2015\u2015\u79c1\u305f\u3061\u306f\u9023\u7d9a\u7684\u306a\u30c7\u30fc\u30bf\u3092\u3001\u308f\u304b\u308a\u3084\u3059\u304f\u3059\u308b\u305f\u3081\u306b\u7279\u5b9a\u306e<strong>\u30ab\u30c3\u30c8\u30aa\u30d5\u5024<\/strong>\u3067\u4e8c\u5206\u3057\u304c\u3061\u3067\u3042\u308b\u3002\u3053\u306e\u5358\u7d14\u5316\u306f\u3001\u4e00\u898b\u3059\u308b\u3068\u610f\u601d\u6c7a\u5b9a\u3092\u8fc5\u901f\u306b\u3059\u308b\u4fbf\u5229\u306a\u30c4\u30fc\u30eb\u306b\u898b\u3048\u308b\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u5b89\u6613\u306a\u533a\u5207\u308a\u3053\u305d\u304c\u3001\u30c7\u30fc\u30bf\u306e\u6301\u3064\u81a8\u5927\u306a\u60c5\u5831\u91cf\u3092\u5931\u308f\u305b\u3001\u5206\u6790\u7d50\u679c\u3092\u6b6a\u3081\u3001\u3068\u304d\u306b\u306f\u91cd\u5927\u306a\u5224\u65ad\u30df\u30b9\u3092\u5f15\u304d\u8d77\u3053\u3059\u539f\u56e0\u3068\u306a\u308b\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u521d\u5fc3\u8005\u304c\u9665\u308a\u304c\u3061\u306a\u3001\u9023\u7d9a\u30c7\u30fc\u30bf\u3092\u30ab\u30c3\u30c8\u30aa\u30d5\u5024\u3067\u533a\u5207\u308b\u884c\u70ba\u304c\u6301\u3064\u6839\u672c\u7684\u306a\u554f\u984c\u70b9\u3068\u3001\u3088\u308a\u9069\u5207\u306b\u30c7\u30fc\u30bf\u3092\u6271\u3046\u305f\u3081\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u89e3\u8aac\u3059\u308b\u3002<\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\">\u306f\u3058\u3081\u306b\uff1a\u9023\u7d9a\u30c7\u30fc\u30bf\u3092\u533a\u5207\u308a\u305f\u304f\u306a\u308b\u6c17\u6301\u3061\u306f\u3088\u304f\u5206\u304b\u308b<\/h2>\n\n\n\n<p>\u30c7\u30fc\u30bf\u5206\u6790\u3084\u610f\u601d\u6c7a\u5b9a\u306e\u73fe\u5834\u3067\u306f\u3001<strong>\u300c\u9023\u7d9a\u30c7\u30fc\u30bf\u300d<\/strong>\u3001\u3064\u307e\u308a\u8eab\u9577\u3084\u8840\u5727\u3001\u58f2\u4e0a\u9ad8\u306e\u3088\u3046\u306b\u7121\u9650\u306e\u5024\u3092\u53d6\u308a\u3046\u308b\u30c7\u30fc\u30bf\u3092\u6271\u3046\u3053\u3068\u304c\u591a\u3044\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8840\u5727\u304c<strong>130mmHg\u4ee5\u4e0a<\/strong>\u306a\u3089\u300c\u9ad8\u8840\u5727\u300d<\/li>\n\n\n\n<li>\u30c6\u30b9\u30c8\u306e\u70b9\u304c<strong>80\u70b9\u4ee5\u4e0a<\/strong>\u306a\u3089\u300c\u5408\u683c\u300d<\/li>\n\n\n\n<li>\u58f2\u4e0a\u304c<strong>100\u4e07\u5186\u4ee5\u4e0a<\/strong>\u306a\u3089\u300c\u512a\u826f\u9867\u5ba2\u300d<\/li>\n<\/ul>\n\n\n\n<p>\u306e\u3088\u3046\u306b\u3001\u79c1\u305f\u3061\u306f\u3053\u308c\u3089\u306e\u9023\u7d9a\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066<span class=\"swl-marker mark_orange\">\u300c\u30ab\u30c3\u30c8\u30aa\u30d5\u5024\uff08\u95be\u5024\uff09\u300d<\/span>\u3092\u8a2d\u5b9a\u3057\u3001\u30c7\u30fc\u30bf\u30922\u3064\u4ee5\u4e0a\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u533a\u5207\u308a\u305f\u304f\u306a\u308b\u3002<\/p>\n\n\n\n<p><strong>\u306a\u305c\u30ab\u30c3\u30c8\u30aa\u30d5\u5024\u3092\u8a2d\u5b9a\u3057\u305f\u304f\u306a\u308b\u306e\u3060\u308d\u3046\u304b\uff1f<\/strong><\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u89e3\u91c8\u304c\u7c21\u5358\u306b\u306a\u308b:<\/strong> \u300c\u9ad8\u8840\u5727\u300d\u3084\u300c\u5408\u683c\u300d\u3068\u3044\u3063\u305f\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u3051\u308b\u3053\u3068\u3067\u3001\u7d50\u679c\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u4f1d\u3048\u3084\u3059\u304f\u306a\u308b\u3002<\/li>\n\n\n\n<li><strong>\u610f\u601d\u6c7a\u5b9a\u304c\u5bb9\u6613\u306b\u306a\u308b:<\/strong> \u30ab\u30c3\u30c8\u30aa\u30d5\u5024\u306b\u57fa\u3065\u3044\u3066\u3001\u300c\u85ac\u3092\u51e6\u65b9\u3059\u308b\u300d\u300c\u7279\u5225\u306a\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u9001\u308b\u300d\u3068\u3044\u3063\u305f\u884c\u52d5\u3092\u8ff7\u3044\u306a\u304f\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u3053\u306e<strong>\u5b89\u6613\u306a\u30ab\u30c3\u30c8\u30aa\u30d5\u5024\u306e\u8a2d\u5b9a<\/strong>\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u672c\u8cea\u3092\u898b\u8aa4\u3089\u305b\u3001\u8aa4\u3063\u305f\u5224\u65ad\u306b\u3064\u306a\u304c\u308b<strong>\u5927\u304d\u306a\u843d\u3068\u3057\u7a74<\/strong>\u304c\u6f5c\u3093\u3067\u3044\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u9023\u7d9a\u30c7\u30fc\u30bf\u306e\u30ab\u30c3\u30c8\u30aa\u30d5\u5024\u3092\u6c7a\u3081\u308b\u4e3b\u306a\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u9023\u7d9a\u30c7\u30fc\u30bf\u3092\u30ab\u30c6\u30b4\u30ea\u30fc\u30c7\u30fc\u30bf\u306b\u5909\u63db\u3059\u308b\u305f\u3081\u306b\u3001\u30ab\u30c3\u30c8\u30aa\u30d5\u5024\u3092\u8a2d\u5b9a\u3059\u308b\u65b9\u6cd5\u306f\u3044\u304f\u3064\u304b\u3042\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>\u65b9\u6cd5<\/strong><\/td><td><strong>\u6982\u8981<\/strong><\/td><td><strong>\u554f\u984c\u70b9<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>\u7d4c\u9a13\u30fb\u6163\u7fd2\u306b\u57fa\u3065\u304f\u8a2d\u5b9a<\/strong><\/td><td>\u696d\u754c\u306e\u6163\u7fd2\u3084\u904e\u53bb\u306e\u77e5\u898b\u306b\u57fa\u3065\u304d\u3001\u5206\u6790\u8005\u304c\u300c\u30ad\u30ea\u306e\u826f\u3044\u5024\u300d\u3092\u6c7a\u3081\u308b\u3002<\/td><td>\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u6839\u62e0\u304c\u8584\u304f\u3001\u6063\u610f\u7684\u306b\u306a\u308a\u304c\u3061\u3067\u3042\u308b\u3002<\/td><\/tr><tr><td><strong>\u7d71\u8a08\u7684\u57fa\u6e96\u306b\u57fa\u3065\u304f\u8a2d\u5b9a<\/strong><\/td><td>\u4e2d\u592e\u5024\u3001\u5e73\u5747\u5024\u3001\u56db\u5206\u4f4d\u6570\u306a\u3069\u3001\u30c7\u30fc\u30bf\u306e\u5206\u5e03\u306b\u57fa\u3065\u3044\u305f\u7d71\u8a08\u91cf\u3092\u4f7f\u7528\u3059\u308b\u3002<\/td><td>\u30b0\u30eb\u30fc\u30d7\u5206\u3051\u306b\u7d71\u8a08\u7684\u306a\u6839\u62e0\u306f\u3042\u308b\u304c\u3001\u5b9f\u52d9\u4e0a\u306e\u610f\u5473\u304c\u3042\u308b\u3068\u306f\u9650\u3089\u306a\u3044\u3002<\/td><\/tr><tr><td><strong>ROC\u66f2\u7dda\u306a\u3069\u3092\u7528\u3044\u305f\u6700\u9069\u5316<\/strong><\/td><td>\u4e88\u6e2c\u7cbe\u5ea6\uff08\u611f\u5ea6\u3068\u7279\u7570\u5ea6\u306a\u3069\uff09\u304c\u6700\u3082\u9ad8\u304f\u306a\u308b\u70b9\u3092\u6570\u5b66\u7684\u306b\u63a2\u3059\u3002<\/td><td><strong>\u6700\u3082\u5ba2\u89b3\u7684<\/strong>\u306a\u65b9\u6cd5\u3060\u304c\u3001\u305d\u306e\u300c\u6700\u9069\u300d\u306a\u70b9\u304c\u6301\u3064\u4e0d\u9023\u7d9a\u306a\u5f71\u97ff\u3092\u7121\u8996\u3057\u304c\u3061\u3067\u3042\u308b\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div id=\"biost-2354401716\" class=\"biost- biost-entity-placement\"><p style=\"text-align: center;\"><span style=\"font-size: 20px;\"><strong><a href=\"https:\/\/best-biostatistics.com\/kmhl\">\uff1e\uff1e\u3082\u3046\u7d71\u8a08\u3067\u60a9\u3080\u306e\u306f\u7d42\u308f\u308a\u306b\u3057\u307e\u305b\u3093\u304b\uff1f\u00a0<\/a><\/strong><\/span><\/p>\r\n<a href=\"https:\/\/best-biostatistics.com\/kmhl\"><img class=\"aligncenter wp-image-2794 size-full\" src=\"https:\/\/best-biostatistics.com\/wp\/wp-content\/uploads\/2023\/11\/bn_r_03.png\" alt=\"\" width=\"500\" height=\"327\" \/><\/a>\r\n<p style=\"text-align: center;\"><span style=\"color: #ff0000; font-size: 20px;\"><strong><span class=\"marker2\">\u21911\u4e07\u4eba\u4ee5\u4e0a\u306e\u533b\u7642\u5f93\u4e8b\u8005\u304c\u8cfc\u8aad\u4e2d<\/span><\/strong><\/span><\/p><\/div><h2 class=\"wp-block-heading\">\u9023\u7d9a\u30c7\u30fc\u30bf\u3092\u30ab\u30c3\u30c8\u30aa\u30d5\u5024\u3067\u533a\u5207\u308b\u3001\u305f\u3063\u305f\u4e00\u3064\u306e\u5927\u304d\u306a\u554f\u984c\u70b9<\/h2>\n\n\n\n<p>\u30ab\u30c3\u30c8\u30aa\u30d5\u5024\u3092\u8a2d\u5b9a\u3059\u308b\u6700\u5927\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\u306f\u3001<span class=\"swl-marker mark_orange\">\u300c\u60c5\u5831\u306e\u640d\u5931\u300d\u3068\u300c\u4e0d\u5f53\u306a\u4e8c\u6975\u5316\u300d<\/span>\u304c\u751f\u3058\u308b\u3053\u3068\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u60c5\u5831\u306e\u5927\u304d\u306a\u640d\u5931<\/h3>\n\n\n\n<p>\u9023\u7d9a\u30c7\u30fc\u30bf\u306f\u3001\u305d\u306e\u5024\u81ea\u4f53\u306b\u591a\u304f\u306e\u60c5\u5831\u3092\u542b\u3093\u3067\u3044\u308b\u3002\u3057\u304b\u3057\u3001\u30ab\u30c3\u30c8\u30aa\u30d5\u5024\u3067\u533a\u5207\u308b\u3068\u3001\u3053\u306e<strong>\u60c5\u5831\u304c\u5931\u308f\u308c\u308b<\/strong>\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4f8b:<\/strong> \u300c\u5408\u683c\u70b980\u70b9\u300d\u306e\u5834\u5408\n<ul class=\"wp-block-list\">\n<li><strong>79\u70b9<\/strong>\uff08\u4e0d\u5408\u683c\uff09\u3068<strong>80\u70b9<\/strong>\uff08\u5408\u683c\uff09\u306e\u5dee\u306f<strong>\u308f\u305a\u304b1\u70b9<\/strong>\u3067\u3042\u308b\u3002<\/li>\n\n\n\n<li>\u3057\u304b\u3057\u3001<strong>10\u70b9<\/strong>\uff08\u4e0d\u5408\u683c\uff09\u3068<strong>79\u70b9<\/strong>\uff08\u4e0d\u5408\u683c\uff09\u306f\u3001\u3069\u3061\u3089\u3082\u300c\u4e0d\u5408\u683c\u300d\u3068\u3044\u3046\u540c\u3058\u30ab\u30c6\u30b4\u30ea\u306b\u307e\u3068\u3081\u3089\u308c\u3066\u3057\u307e\u3046\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u672c\u6765\u300179\u70b9\u306880\u70b9\u306e\u5dee\u3088\u308a\u3082\u300110\u70b9\u306879\u70b9\u306e\u5dee\u306e\u307b\u3046\u304c\u5727\u5012\u7684\u306b\u5927\u304d\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u30ab\u30c3\u30c8\u30aa\u30d5\u5024\u306f\u305d\u308c\u3092\u7121\u8996\u3057\u3066\u3057\u307e\u3046\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. 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