{"id":224,"date":"2022-11-12T11:41:45","date_gmt":"2022-11-12T02:41:45","guid":{"rendered":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/multiple-regression-analysis-using-categorical-data-in-spss\/"},"modified":"2025-02-11T08:58:40","modified_gmt":"2025-02-10T23:58:40","slug":"multiple-regression-analysis-using-categorical-data-in-spss","status":"publish","type":"post","link":"https:\/\/best-biostatistics.com\/toukei-er\/entry\/multiple-regression-analysis-using-categorical-data-in-spss\/","title":{"rendered":"SPSS \u3067\u30c0\u30df\u30fc\u5909\u6570\u3092\u4f5c\u6210\u3057\u91cd\u56de\u5e30\u5206\u6790\u3067\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u3092\u4f7f\u3046\u65b9\u6cd5"},"content":{"rendered":"\n<p>\u91cd\u56de\u5e30\u5206\u6790\u3067\u3001\u72ec\u7acb\u5909\u6570\u306b\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u3092\u4f7f\u3046\u65b9\u6cd5\u3092\u89e3\u8aac\u3059\u308b\u3002<\/p>\n\n\n\n<p>SPSS\u3067\u306f\u3001\u30c0\u30df\u30fc\u5909\u6570\u3092\u4f5c\u6210\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u30c0\u30df\u30fc\u5909\u6570\u3068\u306f\u4f55\u304b\uff1f<\/p>\n\n\n\n<p>\u30c0\u30df\u30fc\u5909\u6570\u306e\u4f5c\u308a\u65b9\u306f\uff1f<\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u91cd\u56de\u5e30\u5206\u6790\u3092SPSS\u3067\u884c\u3046\u65b9\u6cd5\">\u91cd\u56de\u5e30\u5206\u6790\u3092SPSS\u3067\u884c\u3046\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u91cd\u56de\u5e30\u5206\u6790\u3092SPSS\u3067\u884c\u3046\u5834\u5408\u3001\uff12\u3064\u306e\u65b9\u6cd5\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u3072\u3068\u3064\u306f\u3001\u300c\u5206\u6790\u300d\u2192\u300c\u56de\u5e30\u300d\u2192\u300c\u7dda\u578b\u300d\u30e1\u30cb\u30e5\u30fc\u3092\u4f7f\u3046\u65b9\u6cd5\u3002<\/p>\n\n\n\n<p>\u3082\u3046\u4e00\u3064\u306f\u3001\u300c\u5206\u6790\u300d\u2192\u300c\u4e00\u822c\u7dda\u578b\u30e2\u30c7\u30eb\u300d\u2192\u300c\uff11\u5909\u91cf\u300d\u30e1\u30cb\u30e5\u30fc\u3092\u4f7f\u3046\u65b9\u6cd5\u3002<\/p>\n\n\n\n<p>\u91cd\u56de\u5e30\u5206\u6790\u3067\u72ec\u7acb\u5909\u6570\u306b\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u3092\u4f7f\u3046\u5834\u5408\u3001\u3084\u308a\u65b9\u304c\u7570\u306a\u308b\u3002<\/p>\n\n\n\n<p>\u4e00\u822c\u7dda\u578b\u30e2\u30c7\u30eb\u3092\u4f7f\u3046\u5834\u5408\u3001\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u3092\u305d\u306e\u307e\u307e\u4f7f\u3048\u308b\u3002<\/p>\n\n\n\n<p>\u300c\u56de\u5e30\u300d\u2192\u300c\u7dda\u578b\u300d\u3092\u4f7f\u3046\u5834\u5408\u3001\u30c0\u30df\u30fc\u5909\u6570\u3092\u4f5c\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u300c\u56de\u5e30\u300d\u2192\u300c\u7dda\u578b\u300d\u3092\u4f7f\u3046\u5834\u5408\u3067\u3001\u30c0\u30df\u30fc\u5909\u6570\u3092\u4f5c\u3089\u306a\u3044\u3068\u3044\u3051\u306a\u3044\u5834\u5408\u3092\u89e3\u8aac\u3059\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u91cd\u56de\u5e30\u5206\u6790\u3067\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u3092\u4f7f\u3046\u65b9\u6cd5\u30c0\u30df\u30fc\u5909\u6570\u3068\u306f\">\u91cd\u56de\u5e30\u5206\u6790\u3067\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u3092\u4f7f\u3046\u65b9\u6cd5\u3000\u30c0\u30df\u30fc\u5909\u6570\u3068\u306f\uff1f<\/h2>\n\n\n\n<p>\u30c0\u30df\u30fc\u5909\u6570\u3068\u306f\u3001\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u3092\u91cd\u56de\u5e30\u5206\u6790\u3067\u4f7f\u3046\u305f\u3081\u306b\u3001\uff10\u3068\uff11\u3060\u3051\u3067\u8868\u3057\u305f\u5909\u6570\u306e\u3053\u3068\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\uff12\u30ab\u30c6\u30b4\u30ea\u306e\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u306f\u3001\uff12\u3064\u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u4f8b\u3068\u3057\u3066\u6027\u5225\u3092\u30c0\u30df\u30fc\u5909\u6570\u306b\u3057\u3066\u307f\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6027\u5225<\/th><th>\u6027\u5225_\u7537\u6027<\/th><th>\u6027\u5225_\u5973\u6027<\/th><\/tr><\/thead><tbody><tr><td>\u7537\u6027<\/td><td>1<\/td><td>0<\/td><\/tr><tr><td>\u5973\u6027<\/td><td>0<\/td><td>1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong><mark style=\"background-color:var(--color_deep04)\" class=\"has-inline-color\">\u89e3\u6790\u306b\u306f \u6027\u5225_\u7537\u6027 \u304b \u6027\u5225_\u5973\u6027 \u306e\u3069\u3061\u3089\u304b\u3060\u3051\u3092\u4f7f\u3046\u3002<\/mark><\/strong><\/p>\n\n\n\n<p>\u53c2\u7167\u30ab\u30c6\u30b4\u30ea\uff08\u57fa\u6e96\u3068\u304b\u30d9\u30fc\u30b9\u3068\u304b\uff09\u306b\u3057\u305f\u3044\u307b\u3046\u304c\u30bc\u30ed\u306e\u30ab\u30c6\u30b4\u30ea\u3092\u4f7f\u3046\u3002<\/p>\n\n\n\n<p>\u6027\u5225_\u7537\u6027 \u3092\u4f7f\u3046\u3068\u3001\u5973\u6027\u3092\u57fa\u6e96\u306b\u3057\u305f\u6642\u306e\u7537\u6027\u306e\u504f\u56de\u5e30\u4fc2\u6570\u304c\u8a08\u7b97\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<p>\u8a08\u7b97\u3068\u3057\u3066\u306f\u3001\u5973\u6027\u306e\u5834\u5408\u306f\u30bc\u30ed\u306a\u306e\u3067\u5f93\u5c5e\u5909\u6570\u306e\u63a8\u5b9a\u5024\u8a08\u7b97\u306b\u8db3\u3055\u308c\u305a\u3001\u7537\u6027\u306e\u5834\u5408\u306e\u307f\u504f\u56de\u5e30\u4fc2\u6570\u5206\u3060\u3051\u8db3\u3055\u308c\u308b\u3068\u3044\u3046\u8a08\u7b97\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<p>\uff13\u30ab\u30c6\u30b4\u30ea\u306e\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u30c0\u30df\u30fc\u5909\u6570\u3092\u4f5c\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u8a72\u5f53\u6027<\/th><th>\u8a72\u5f53\u6027\uff11<\/th><th>\u8a72\u5f53\u6027\uff12<\/th><th>\u8a72\u5f53\u6027\uff13<\/th><\/tr><\/thead><tbody><tr><td>\u3042\u3066\u306f\u307e\u308b<\/td><td>1<\/td><td>0<\/td><td>0<\/td><\/tr><tr><td>\u3069\u3061\u3089\u3082\u3042\u308a\u3046\u308b<\/td><td>0<\/td><td>1<\/td><td>0<\/td><\/tr><tr><td>\u3042\u3066\u306f\u307e\u3089\u306a\u3044<\/td><td>0<\/td><td>0<\/td><td>1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\uff12\u30ab\u30c6\u30b4\u30ea\u306e\u6642\u306f\uff12\u3064\u306e\u3046\u3061\u3069\u3061\u3089\u304b\u3092\u4f7f\u3063\u305f\u3002<\/p>\n\n\n\n<p><strong><mark style=\"background-color:var(--color_deep04)\" class=\"has-inline-color\">\uff13\u30ab\u30c6\u30b4\u30ea\u306e\u6642\u306f\u3001\uff13\u3064\u306e\u3046\u3061\uff12\u3064\u3092\u4f7f\u3046\u3002<\/mark><\/strong><\/p>\n\n\n\n<p>\u57fa\u6e96\u306b\u3057\u305f\u3044\u30ab\u30c6\u30b4\u30ea\u304c\uff11\u306b\u306a\u3063\u3066\u3044\u308b\u5909\u6570\u3092\u4f7f\u308f\u306a\u3044\u3068\u3044\u3046\u30eb\u30fc\u30eb\u3067\u6c7a\u3081\u308b\u3002<\/p>\n\n\n\n<p class=\"has-border -border01\">\u300c\u57fa\u6e96\u306b\u3057\u305f\u3044\u300d\u306b\u8ff7\u3046\u5834\u5408\u306f\u3001\u300c\u3042\u308b\u300d\u300c\u3044\u308b\u300d\u3092\u4f7f\u3063\u3066\u3001\u300c\u306a\u3044\u300d\u300c\u3044\u306a\u3044\u300d\u3092\u4f7f\u308f\u306a\u3044\u3068\u3044\u3046\u65b9\u7b56\u304c\u3088\u3044\u3002<\/p>\n\n\n\n<p>\u300c\uff08\u8208\u5473\u30fb\u7279\u5fb4\u304c\uff09\u3042\u308b\u300d\u3082\u306e\u306f\u6b8b\u3057\u3001\u300c\uff08\u8208\u5473\u30fb\u7279\u5fb4\uff09\u304c\u306a\u3044\u300d\u3082\u306e\u3092\u9664\u5916\u3059\u308b\u3068\u3044\u3046\u65b9\u7b56\u3060\u3068\u8ff7\u308f\u306a\u3044\u3002<\/p>\n\n\n\n<p>\u4f7f\u308f\u306a\u3044\u30ab\u30c6\u30b4\u30ea\u306f\u3001\u8a08\u7b97\u7d50\u679c\u306b\u4f55\u3082\u51fa\u529b\u3055\u308c\u306a\u3044\u3002<\/p>\n\n\n\n<p>\u306a\u306e\u3067\u3001\u4f55\u3082\u8a08\u7b97\u7d50\u679c\u306b\u51fa\u529b\u3055\u308c\u306a\u304f\u3066\u3082\u69cb\u308f\u306a\u3044\u30ab\u30c6\u30b4\u30ea\u3092\u300c\u57fa\u6e96\u300d\u306b\u3059\u308b\u306e\u304c\u3088\u3044\u3002<\/p>\n\n\n\n<p class=\"has-border -border02\">\u3053\u306e\u5834\u5408\u306e\u300c\u57fa\u6e96\u300d\u3068\u3044\u3046\u306e\u306f\u3001\u6562\u3048\u3066\u8a00\u3046\u306a\u3089\u3001\u7279\u5fb4\u304c\u306a\u304f\u3001\u8208\u5473\u3082\u306a\u3044\u306e\u3067\u3001\u8a08\u7b97\u7d50\u679c\u3068\u3057\u3066\u4f55\u3082\u8fd4\u3063\u3066\u3053\u306a\u304f\u3066\u3082\u554f\u984c\u306a\u3044\u30ab\u30c6\u30b4\u30ea\u3068\u3044\u3046\u610f\u5473\u3068\u3068\u3089\u3048\u308c\u3070\u3001\u4f7f\u308f\u306a\u3044\u30ab\u30c6\u30b4\u30ea\u304c\u6c7a\u3081\u3089\u308c\u308b\u3068\u601d\u3046\u3002<\/p>\n\n\n\n<p>\u4eca\u56de\u306e\u5834\u5408\u3001\u3042\u3066\u306f\u307e\u3089\u300c\u306a\u3044\u300d\u3092\u57fa\u6e96\u306b\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u8a72\u5f53\u6027\uff11\u3068\u8a72\u5f53\u6027\uff12\u3060\u3051\u3092\u4f7f\u3046\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5834\u5408\u306f\u3001\u3042\u3066\u306f\u307e\u3089\u306a\u3044\u3092\u57fa\u6e96\u3068\u3057\u305f\u3068\u304d\u306e\u3001\u3042\u3066\u306f\u307e\u308b\u3068\u3069\u3061\u3089\u3082\u3042\u308a\u3046\u308b\u30ab\u30c6\u30b4\u30ea\u306e\u504f\u56de\u5e30\u4fc2\u6570\u304c\u8a08\u7b97\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<p>\u3042\u3066\u306f\u307e\u308b\u3092\u57fa\u6e96\u306b\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u8a72\u5f53\u6027\uff12\u3068\u8a72\u5f53\u6027\uff13\u3092\u4f7f\u3046\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5834\u5408\u306f\u3001\u3042\u3066\u306f\u307e\u308b\u3092\u57fa\u6e96\u3068\u3057\u305f\u3068\u304d\u306e\u3001\u3042\u3066\u306f\u307e\u3089\u306a\u3044\u3068\u3069\u3061\u3089\u3082\u3042\u308a\u3046\u308b\u30ab\u30c6\u30b4\u30ea\u306e\u504f\u56de\u5e30\u4fc2\u6570\u304c\u8a08\u7b97\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<p>\u3067\u306f\u3001\u30c0\u30df\u30fc\u5909\u6570\u306f\u3069\u306e\u3088\u3046\u306b\u4f5c\u6210\u3059\u308b\u306e\u304b\uff1f<\/p>\n\n\n\n<div id=\"biost-1846335831\" 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\" id=\"\u91cd\u56de\u5e30\u5206\u6790\u3067\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u3092\u4f7f\u3046\u65b9\u6cd5\u30c0\u30df\u30fc\u5909\u6570\u306e\u4f5c\u308a\u65b9\">\u91cd\u56de\u5e30\u5206\u6790\u3067\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u3092\u4f7f\u3046\u65b9\u6cd5\u3000\u30c0\u30df\u30fc\u5909\u6570\u306e\u4f5c\u308a\u65b9<\/h2>\n\n\n\n<p>SPSS\u3067\u3001\u30c0\u30df\u30fc\u5909\u6570\u3092\u4f5c\u308b\u305f\u3081\u306b\u306f\u3001\u300c\u5909\u63db\u300d\u2192\u300c\u30c0\u30df\u30fc\u5909\u6570\u3092\u4f5c\u6210\u300d\u3092\u4f7f\u3046\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"316\" height=\"518\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112104754.png\" alt=\"\" class=\"wp-image-1287\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112104754.png 316w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112104754-183x300.png 183w\" sizes=\"(max-width: 316px) 100vw, 316px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<p>\u3082\u3057\u300c\u5909\u63db\u300d\u30e1\u30cb\u30e5\u30fc\u306b\u300c\u30c0\u30df\u30fc\u5909\u6570\u3092\u4f5c\u6210\u300d\u30e1\u30cb\u30e5\u30fc\u304c\uff12\u3064\u3042\u308b\u5834\u5408\u3001\u3069\u3061\u3089\u3092\u4f7f\u3063\u3066\u3082\u69cb\u308f\u306a\u3044\u3002<\/p>\n\n\n\n<p>\u4e0b\u306e\u307b\u3046\u304c\u5b8c\u5168\u306b\u65e5\u672c\u8a9e\u5316\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u30a6\u30a3\u30f3\u30c9\u5185\u3067gender\u3092\u4f5c\u6210\u30dc\u30c3\u30af\u30b9\u306b\u79fb\u3057\u3001\u30eb\u30fc\u30c8\u540d\u306bgender\u3068\u8a18\u8f09\u3059\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"714\" height=\"814\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112105158.png\" alt=\"\" class=\"wp-image-1288\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112105158.png 714w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112105158-263x300.png 263w\" sizes=\"(max-width: 714px) 100vw, 714px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<p>OK\u3092\u62bc\u3059\u3068\u3001\u30c0\u30df\u30fc\u5909\u6570\u304c\u4f5c\u6210\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<p>\u5909\u6570\u30d3\u30e5\u30fc\u3067\u898b\u308b\u3068\u3001\u4e00\u756a\u6700\u5f8c\u306b\uff12\u3064\u306e\u5909\u6570\u304c\u8ffd\u52a0\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u308f\u304b\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"910\" height=\"186\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112105306.png\" alt=\"\" class=\"wp-image-1289\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112105306.png 910w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112105306-300x61.png 300w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112105306-768x157.png 768w\" sizes=\"(max-width: 910px) 100vw, 910px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<p>\u5909\u6570\u3092\u4e26\u3079\u66ff\u3048\u3066\u3001\u30c7\u30fc\u30bf\u30d3\u30e5\u30fc\u3067\u898b\u3066\u307f\u308b\u3068\u3001\u5143\u306e\u5909\u6570\u3068\u30c0\u30df\u30fc\u5909\u6570\u306e\u95a2\u4fc2\u304c\u826f\u304f\u308f\u304b\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"244\" height=\"221\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112105535.png\" alt=\"\" class=\"wp-image-1290\" title=\"\"\/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<p>gender\u306e\u5834\u5408\u306fgender_1\u307e\u305f\u306fgender_2\u306e\u3044\u305a\u308c\u304b\u3092\u4f7f\u3048\u3070\u3088\u3044\u3002<\/p>\n\n\n\n<p>\uff13\u30ab\u30c6\u30b4\u30ea\u4ee5\u4e0a\u306e\u5834\u5408\u306f\u3069\u3046\u306a\u308b\u3060\u308d\u3046\u304b\uff1f<\/p>\n\n\n\n<p>\uff16\u30ab\u30c6\u30b4\u30ea\u306eeducation\u306e\u30c0\u30df\u30fc\u5909\u6570\u3092\u4f5c\u6210\u3057\u3066\u307f\u308b\u3002<\/p>\n\n\n\n<p>\u5909\u6570\u306e\u6307\u5b9a\u3084\u30eb\u30fc\u30c8\u540d\u306e\u6307\u5b9a\u306fgender\u3068\u540c\u69d8\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"714\" height=\"814\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112105744.png\" alt=\"\" class=\"wp-image-1291\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112105744.png 714w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112105744-263x300.png 263w\" sizes=\"(max-width: 714px) 100vw, 714px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<p>education\u306f\u3001\uff10\u304b\u3089\uff15\u306e\u5024\u304c\u3064\u3044\u3066\u3044\u3066\u3001\uff10\u304b\u3089\uff15\u304c\u672b\u5c3e\uff11\u304b\u3089\uff16\u306b\u5909\u63db\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u5c11\u3005\u308f\u304b\u308a\u305a\u3089\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"708\" height=\"293\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112105923.png\" alt=\"\" class=\"wp-image-1292\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112105923.png 708w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112105923-300x124.png 300w\" sizes=\"(max-width: 708px) 100vw, 708px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<p>\u30ab\u30c6\u30b4\u30ea\uff13\u306e\u4eba\u306f\u3001education_4\u304c\uff11\u306b\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306a\u308f\u304b\u308a\u306b\u304f\u3044\u72b6\u614b\u306b\u306a\u3089\u306a\u3044\u3088\u3046\u306b\u3001\u306a\u308b\u3079\u304f\u5024\u306f\uff11\u304b\u3089\u3064\u3051\u3066\u304a\u3044\u305f\u307b\u3046\u304c\u3088\u3044\u3002<\/p>\n\n\n\n<p>\u5909\u6570\u30d3\u30e5\u30fc\u306e\u30e9\u30d9\u30eb\u5217\u3092\u898b\u308c\u3070\u3001\u4e00\u5fdc\u308f\u304b\u308b\u3088\u3046\u306b\u306f\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"391\" height=\"204\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112110436.png\" alt=\"\" class=\"wp-image-1293\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112110436.png 391w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112110436-300x157.png 300w\" sizes=\"(max-width: 391px) 100vw, 391px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u306a\u308b\u3079\u304f\u3042\u3068\u3042\u3068\u6df7\u4e71\u3057\u306a\u3044\u3088\u3046\u306b\u5024\u306e\u3064\u3051\u65b9\u306f\u3044\u3064\u3082\uff11\u304b\u3089\u3068\u304b\u3001\u5c0f\u3055\u3044\u30ab\u30c6\u30b4\u30ea\uff08\u4f8b\uff1a\u300c\u306a\u3044\u300d\u300c\u3042\u3066\u306f\u307e\u3089\u306a\u3044\u300d\u300c\u601d\u308f\u306a\u3044\u300d\u300c\u4e00\u756a\u4f4e\u3044\u300d\u300c\u4e00\u756a\u77ed\u3044\u300d\u300c\u4e00\u756a\u5c11\u306a\u3044\u300d\uff09\u306b\u5fc5\u305a\uff11\u3092\u3064\u3051\u308b\u3068\u304b\u6c7a\u3081\u3066\u304a\u3044\u305f\u307b\u3046\u304c\u826f\u3044\u3002<\/p>\n\n\n\n<p>\u3067\u306f\u3001\u4f5c\u6210\u3057\u305f\u30c0\u30df\u30fc\u5909\u6570\u3092\u3069\u306e\u3088\u3046\u306b\u4f7f\u3046\u304b\uff1f<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u91cd\u56de\u5e30\u5206\u6790\u3067\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u3092\u4f7f\u3046\u65b9\u6cd5SPSS\u306e\u7dda\u578b\u30e1\u30cb\u30e5\u30fc\u306e\u4f7f\u3044\u65b9\">\u91cd\u56de\u5e30\u5206\u6790\u3067\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u3092\u4f7f\u3046\u65b9\u6cd5\u3000SPSS\u306e\u300c\u7dda\u578b\u300d\u30e1\u30cb\u30e5\u30fc\u306e\u4f7f\u3044\u65b9<\/h2>\n\n\n\n<p>\u91cd\u56de\u5e30\u5206\u6790\u3067\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u3092\u4f7f\u3046\u65b9\u6cd5\u3092\u3001SPSS\u306e\u300c\u56de\u5e30\u300d\u2192\u300c\u7dda\u578b\u300d\u3092\u4f7f\u3046\u5834\u5408\u3067\u89e3\u8aac\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u300c\u5206\u6790\u300d\u2192\u300c\u56de\u5e30\u300d\u2192\u300c\u7dda\u578b\u300d\u30e1\u30cb\u30e5\u30fc\u3092\u9078\u629e\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u5f93\u5c5e\u5909\u6570\u67a0\u306b\u5f93\u5c5e\u5909\u6570ACT\u3092\u5165\u308c\u308b\u3002<\/p>\n\n\n\n<p>\u72ec\u7acb\u5909\u6570\u67a0\uff08\u30d6\u30ed\u30c3\u30af 1\/1\u3068\u3042\u308b\u67a0\uff09\u306bage \u3068gender=1.0\u3092\u5165\u308c\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"589\" height=\"457\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112111314.png\" alt=\"\" class=\"wp-image-1294\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112111314.png 589w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112111314-300x233.png 300w\" sizes=\"(max-width: 589px) 100vw, 589px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<p>\u4ea4\u7d61\u56e0\u5b50\u306eage\u3092\u8a08\u7b97\u306b\u5165\u308c\u306a\u304c\u3089\u3001gender\u3068ACT\u306e\u95a2\u4fc2\u3092\u898b\u308b\u3002<\/p>\n\n\n\n<p>gender\u306f\uff12\uff08\u5973\u6027\uff09\u3092\u57fa\u6e96\u306b\u3001\uff11\uff08\u7537\u6027\uff09\u306e\u504f\u56de\u5e30\u4fc2\u6570\u3092\u8a08\u7b97\u3059\u308b\u3068\u3044\u3046\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>OK\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u7d50\u679c\u304c\u51fa\u529b\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"485\" height=\"157\" src=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112111434.png\" alt=\"\" class=\"wp-image-1295\" title=\"\" srcset=\"https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112111434.png 485w, https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112111434-300x97.png 300w\" sizes=\"(max-width: 485px) 100vw, 485px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><\/span><\/p>\n\n\n\n<p>\u4fc2\u6570\u3068\u3044\u3046\u30bf\u30a4\u30c8\u30eb\u306e\u8868\u304c\u30e1\u30a4\u30f3\u306e\u7d50\u679c\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8868\u304b\u3089\u3001\u7537\u6027\u3068\u5973\u6027\u306e\u5dee\u306f\u3001\u7d71\u8a08\u5b66\u7684\u6709\u610f\u3067\u306a\u304f\uff08p=0.364) 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https:\/\/best-biostatistics.com\/toukei-er\/wp-content\/uploads\/2022\/11\/20221112112023-300x288.png 300w\" sizes=\"(max-width: 589px) 100vw, 589px\" \/><\/figure>\n\n\n\n<p><span itemscope=\"\" 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