{"id":8108,"date":"2020-07-27T15:00:37","date_gmt":"2020-07-27T15:00:37","guid":{"rendered":"https:\/\/www.kolabtree.com\/blog\/?p=8108"},"modified":"2020-07-30T16:02:57","modified_gmt":"2020-07-30T16:02:57","slug":"how-to-design-impactful-health-outcomes-research-for-analysis","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/ja\/how-to-design-impactful-health-outcomes-research-for-analysis\/","title":{"rendered":"\u5206\u6790\u306b\u30a4\u30f3\u30d1\u30af\u30c8\u306e\u3042\u308b\u30d8\u30eb\u30b9\u30fb\u30a2\u30a6\u30c8\u30ab\u30e0\u30fb\u30ea\u30b5\u30fc\u30c1\u30fb\u30b9\u30bf\u30c7\u30a3\u3092\u30c7\u30b6\u30a4\u30f3\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_45_1 counter-flat ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">table of contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" area-label=\"ez-toc-toggle-icon-1\"><label for=\"item-69f225e8a68ff\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;direction:ltr;\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/label><input  type=\"checkbox\" id=\"item-69f225e8a68ff\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-to-design-impactful-health-outcomes-research-for-analysis\/#Why_even_do_outcomes_research\" title=\"\u306a\u305c\u30a2\u30a6\u30c8\u30ab\u30e0\u30fb\u30ea\u30b5\u30fc\u30c1\u3092\u884c\u3046\u306e\u304b\uff1f\">\u306a\u305c\u30a2\u30a6\u30c8\u30ab\u30e0\u30fb\u30ea\u30b5\u30fc\u30c1\u3092\u884c\u3046\u306e\u304b\uff1f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-to-design-impactful-health-outcomes-research-for-analysis\/#How_to_think_about_outcomes_research_like_a_statistician\" title=\"\u30a2\u30a6\u30c8\u30ab\u30e0\u30fb\u30ea\u30b5\u30fc\u30c1\u3092\u7d71\u8a08\u5bb6\u306e\u3088\u3046\u306b\u8003\u3048\u308b\u306b\u306f\">\u30a2\u30a6\u30c8\u30ab\u30e0\u30fb\u30ea\u30b5\u30fc\u30c1\u3092\u7d71\u8a08\u5bb6\u306e\u3088\u3046\u306b\u8003\u3048\u308b\u306b\u306f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-to-design-impactful-health-outcomes-research-for-analysis\/#Types_of_outcomes\" title=\"\u30a2\u30a6\u30c8\u30ab\u30e0\u306e\u7a2e\u985e\">\u30a2\u30a6\u30c8\u30ab\u30e0\u306e\u7a2e\u985e<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-to-design-impactful-health-outcomes-research-for-analysis\/#Who_cares\" title=\"\u8ab0\u304c\u6c17\u306b\u3059\u308b\u306e\uff1f\">\u8ab0\u304c\u6c17\u306b\u3059\u308b\u306e\uff1f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-to-design-impactful-health-outcomes-research-for-analysis\/#Widely_used_categories_of_outcomes\" title=\"\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u6210\u679c\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\">\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u6210\u679c\u306e\u30ab\u30c6\u30b4\u30ea\u30fc<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-to-design-impactful-health-outcomes-research-for-analysis\/#Data_types\" title=\"\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\">\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-to-design-impactful-health-outcomes-research-for-analysis\/#Numerical_data\" title=\"\u6570\u5024\u30c7\u30fc\u30bf\">\u6570\u5024\u30c7\u30fc\u30bf<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-to-design-impactful-health-outcomes-research-for-analysis\/#Categorical_data\" title=\"\u30ab\u30c6\u30b4\u30ea\u30fc\u30fb\u30c7\u30fc\u30bf\">\u30ab\u30c6\u30b4\u30ea\u30fc\u30fb\u30c7\u30fc\u30bf<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-to-design-impactful-health-outcomes-research-for-analysis\/#Bonus_tip_Why_hiring_a_statistician_could_save_your_study\" title=\"\u30dc\u30fc\u30ca\u30b9\u60c5\u5831\uff1a\u7d71\u8a08\u5b66\u8005\u3092\u96c7\u3046\u3068\u7814\u7a76\u304c\u3046\u307e\u304f\u3044\u304f\u7406\u7531\">\u30dc\u30fc\u30ca\u30b9\u60c5\u5831\uff1a\u7d71\u8a08\u5b66\u8005\u3092\u96c7\u3046\u3068\u7814\u7a76\u304c\u3046\u307e\u304f\u3044\u304f\u7406\u7531<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-to-design-impactful-health-outcomes-research-for-analysis\/#Conclusion\" title=\"\u7d50\u8ad6\">\u7d50\u8ad6<\/a><\/li><\/ul><\/nav><\/div>\n<p><em><a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/jacob-vanhouten\/?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=OutcomesResearch\">\u30b8\u30a7\u30a4\u30b3\u30d6\u30fb\u30f4\u30a1\u30f3\u30db\u30fc\u30c6\u30f3<\/a>\u81e8\u5e8a\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3068 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/biostatistics\/?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=OutcomesResearch\">\u751f\u7269\u7d71\u8a08\u5b66\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8<\/a> at Kolabtree, provides top tips on how to design impactful health outcomes <a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">\u30ea\u30b5\u30fc\u30c1<\/a> for analysis.\u00a0<\/em><\/p>\n<p>\u3042\u306a\u305f\u304c\u533b\u7642\u95a2\u4fc2\u8005\u3067\u3001\u904e\u53bb20\u5e74\u4ee5\u5185\u306b\u7814\u7a76\u3092\u8aad\u3093\u3060\u308a\u3001\u884c\u3063\u305f\u308a\u3001\u3042\u308b\u3044\u306f\u884c\u304a\u3046\u3068\u8003\u3048\u305f\u3053\u3068\u304c\u3042\u308c\u3070\u3001\u304a\u305d\u3089\u304f\u30a2\u30a6\u30c8\u30ab\u30e0\u30fb\u30ea\u30b5\u30fc\u30c1\u306e\u30b3\u30f3\u30bb\u30d7\u30c8\u306b\u7cbe\u901a\u3057\u3066\u3044\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002\u4e00\u8a00\u3067\u8a00\u3048\u3070\u3001\u30a2\u30a6\u30c8\u30ab\u30e0\u7814\u7a76\u3068\u306f\u3001\u7814\u7a76\u5bfe\u8c61\u304c\u5b9a\u7fa9\u53ef\u80fd\u306a\u5065\u5eb7\u4e0a\u306e\u30a2\u30a6\u30c8\u30ab\u30e0\u3067\u3042\u308a\u3001\u5f8c\u306b\u4f8b\u793a\u3059\u308b\u3088\u3046\u306b\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5168\u4f53\u306e\u3055\u307e\u3056\u307e\u306a\u90e8\u5206\u304c\u305d\u308c\u3089\u306e\u30a2\u30a6\u30c8\u30ab\u30e0\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u6e2c\u5b9a\u3059\u308b\u5206\u91ce\u3067\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u7814\u7a76\u306e\u76ee\u7684\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u8981\u56e0\u304c\u5bfe\u8c61\u3068\u306a\u308b\u30a2\u30a6\u30c8\u30ab\u30e0\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u304b\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u305f\u3081\u3001\u53e4\u5178\u7684\u306a\u75ab\u5b66\u7814\u7a76\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u69d8\u3005\u306a\u5b9f\u9a13\u7684\u30fb\u89b3\u5bdf\u7684\u7814\u7a76\u30c7\u30b6\u30a4\u30f3\u304c\u3053\u306e\u8ab2\u984c\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30e9\u30f3\u30c0\u30e0\u5316\u6bd4\u8f03\u8a66\u9a13\u3002<\/li>\n<li>\u6a2a\u65ad\u7684\u306a\u7814\u7a76\u3067\u3059\u3002<\/li>\n<li>\u30b3\u30db\u30fc\u30c8\u7814\u7a76\u3002<\/li>\n<li>\u30b7\u30b9\u30c6\u30de\u30c6\u30a3\u30c3\u30af\u30ec\u30d3\u30e5\u30fc\/\u30e1\u30bf\u30a2\u30ca\u30ea\u30b7\u30b9\u3001\u307e\u305f\u306f<\/li>\n<li>\u54c1\u8cea\u5411\u4e0a\u306e\u305f\u3081\u306e\u7814\u7a76\u65b9\u6cd5\u8ad6\u3002<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Why_even_do_outcomes_research\"><\/span><strong>\u306a\u305c\u30a2\u30a6\u30c8\u30ab\u30e0\u30fb\u30ea\u30b5\u30fc\u30c1\u3092\u884c\u3046\u306e\u304b\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u30a2\u30a6\u30c8\u30ab\u30e0\u30fb\u30ea\u30b5\u30fc\u30c1\u3092\u884c\u3046\u7406\u7531\u306f\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u304c\u3001\u305d\u306e\u3059\u3079\u3066\u3092\u5217\u6319\u3059\u308b\u3068\u3001\u3053\u306e\u8a18\u4e8b\u3067\u306f\u5230\u5e95\u3067\u304d\u307e\u305b\u3093\u3002\u4e00\u8a00\u3067\u8a00\u3048\u3070\u3001\u751f\u7269\u533b\u5b66\u306e\u5206\u91ce\u306b\u304a\u3051\u308b\u30a2\u30a6\u30c8\u30ab\u30e0\u30fb\u30ea\u30b5\u30fc\u30c1\u3068\u306f\u3001\u4e3b\u306b\u305d\u306e\u5206\u91ce\u306e\u3042\u308b\u30bf\u30b9\u30af\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u3082\u306e\u3067\u3059\u3002\u6709\u540d\u306a\u7d4c\u55b6\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u3067\u3042\u308b\u30d4\u30fc\u30bf\u30fc\u30fb\u30c9\u30e9\u30c3\u30ab\u30fc\u306f\u3001\"You can't manage what you can't measure. \"\u3068\u8a00\u3063\u3066\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u6539\u5584\u306e\u91dd\u304c\u3069\u3053\u306b\u5411\u3044\u3066\u3044\u308b\u304b\u3092\u77e5\u3089\u305a\u3057\u3066\u3001\u6539\u5584\u306e\u300c\u91dd\u3092\u52d5\u304b\u3059\u300d\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u306e\u3067\u3059\u3002\u3055\u3089\u306b\u3001\u3053\u306e\u3088\u3046\u306a\u6e2c\u5b9a\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u3053\u3068\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u306e\u54c1\u8cea\u5411\u4e0a\u3092\u76ee\u6307\u3057\u307e\u3059\u3002<\/li>\n<li>\u533b\u7642\u8cbb\u306e\u524a\u6e1b<\/li>\n<li>\u8a3a\u65ad\u3068\u6cbb\u7642\u306e\u52b9\u7387\u5316\u3001\u305d\u3057\u3066<\/li>\n<li>\u60a3\u8005\u3055\u3093\u306e\u4f53\u9a13\u3092<\/li>\n<\/ul>\n<p>\u81ea\u5206\u306e\u60a3\u8005\u3055\u3093\u306b\u6700\u9ad8\u306e\u7d50\u679c\u3092\u3082\u305f\u3089\u3057\u305f\u3044\u3068\u601d\u308f\u306a\u3044\u4eba\u306f\u3044\u306a\u3044\u3067\u3057\u3087\u3046\u3002\u6539\u5584\u306e\u305f\u3081\u306b\u7d99\u7d9a\u7684\u306a\u6e2c\u5b9a\u3092\u884c\u3046\u3053\u3068\u306f\u3001\u9593\u9055\u3044\u306a\u304f\u533b\u7642\u306e\u4e3b\u8981\u306a\u7814\u7a76\u8ab2\u984c\u3067\u3042\u308a\u3001\u30a2\u30a6\u30c8\u30ab\u30e0\u30ea\u30b5\u30fc\u30c1\u306f\u305d\u306e\u305f\u3081\u306e\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u306e1\u3064\u3067\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_to_think_about_outcomes_research_like_a_statistician\"><\/span><strong>\u30a2\u30a6\u30c8\u30ab\u30e0\u30fb\u30ea\u30b5\u30fc\u30c1\u3092\u7d71\u8a08\u5bb6\u306e\u3088\u3046\u306b\u8003\u3048\u308b\u306b\u306f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u7814\u7a76\u6d3b\u52d5\u3092\u59cb\u3081\u3088\u3046\u3068\u8003\u3048\u305f\u3068\u304d\u3001\u304a\u305d\u3089\u304f\u6700\u521d\u306b\u77e5\u308b\u3079\u304d\u3053\u3068\u306f \"\u4f55\u3092\u77e5\u308a\u305f\u3044\u306e\u304b \"\u3068\u3044\u3046\u3053\u3068\u3067\u3057\u3087\u3046\u3002\u30b7\u30b9\u30c6\u30e0\u3084\u52b9\u7387\u6027\u306b\u95a2\u5fc3\u304c\u3042\u308b\u306e\u304b\u3001\u305d\u308c\u3068\u3082\u60a3\u8005\u3055\u3093\u304c\u6c7a\u5b9a\u3059\u308b\u7121\u5f62\u306eQOL\uff08\u751f\u6d3b\u306e\u8cea\uff09\u306b\u95a2\u5fc3\u304c\u3042\u308b\u306e\u304b\u3002\u307e\u305f\u3001\u533b\u7642\u3092\u3088\u308a\u5b89\u4fa1\u306b\u3001\u516c\u5e73\u306b\u3001\u60a3\u8005\u3055\u3093\u304c\u5229\u7528\u3057\u3084\u3059\u304f\u3059\u308b\u3053\u3068\u306b\u95a2\u5fc3\u304c\u3042\u308b\u306e\u304b\u3001\u305d\u308c\u3068\u3082\u8a3a\u7642\u6240\u306e\u53ce\u76ca\u6027\u306b\u95a2\u5fc3\u304c\u3042\u308b\u306e\u304b\u3002\u3044\u304f\u3064\u304b\u306e\u91cd\u8981\u306a\u8cea\u554f\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u8208\u5473\u306e\u3042\u308b\u7d50\u679c\u306f\u4f55\u3067\u3059\u304b\uff1f<\/li>\n<li>\u95a2\u9023\u3059\u308b\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u306f\u8ab0\u306a\u306e\u304b\u3002<\/li>\n<li>\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u5229\u76ca\u306e\u7d50\u679c\u304c\u6700\u3082\u3088\u304f\u8868\u73fe\u3055\u308c\u308b\u306e\u304b\u3001\u305d\u3057\u3066<\/li>\n<li>\u8cea\u554f\u306b\u7b54\u3048\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u624b\u306b\u5165\u308c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304b\uff1f<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Types_of_outcomes\"><\/span><strong>\u30a2\u30a6\u30c8\u30ab\u30e0\u306e\u7a2e\u985e<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u30a2\u30a6\u30c8\u30ab\u30e0\u30fb\u30ea\u30b5\u30fc\u30c1\u306e\u5f37\u307f\u306e\u4e00\u3064\u306f\u3001\u591a\u304f\u306e\u7570\u306a\u308b\u30a2\u30a6\u30c8\u30ab\u30e0\u3068\u305d\u306e\u76f8\u5bfe\u7684\u306a\u30e1\u30ea\u30c3\u30c8\u3092\u3001\u591a\u304f\u306e\u7570\u306a\u308b\u8996\u70b9\u304b\u3089\u691c\u8a0e\u3067\u304d\u308b\u3053\u3068\u3067\u3059\uff08\u8a73\u7d30\u306f\u5f8c\u8ff0\u3057\u307e\u3059\uff09\u3002\u5b9f\u969b\u3001\u8cea\u8abf\u6574\u751f\u5b58\u5e74\uff08Quality-Adjusted Life Years\uff09\u306e\u3088\u3046\u306b\u3001\u30a2\u30a6\u30c8\u30ab\u30e0\u30ea\u30b5\u30fc\u30c1\u306e\u69cb\u6210\u8981\u7d20\u306e\u4e2d\u306b\u306f\u3001\u7570\u306a\u308b\u30a2\u30a6\u30c8\u30ab\u30e0\u306e\u6bd4\u8f03\u3092\u884c\u3046\u305f\u3081\u306b\u7279\u5225\u306b\u8a2d\u8a08\u3055\u308c\u305f\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002\u7570\u306a\u308b\u7a2e\u985e\u306e\u30a2\u30a6\u30c8\u30ab\u30e0\u306f\u3001\u3042\u308b\u30a2\u30a6\u30c8\u30ab\u30e0\u3092\u3001\u3088\u308a\u76f4\u63a5\u7684\u306b\u6bd4\u8f03\u53ef\u80fd\u306a\u540c\u7b49\u306e\u30a2\u30a6\u30c8\u30ab\u30e0\uff08\u4f8b\u3048\u3070\u3001\u4e00\u6669\u306e\u7761\u7720\u3092\u8ae6\u3081\u308b\u305f\u3081\u306b\u53d7\u3051\u53d6\u3089\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u91d1\u984d\uff09\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u3067\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Who_cares\"><\/span><strong>\u8ab0\u304c\u6c17\u306b\u3059\u308b\u306e\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4e0a\u8a18\u306e\u3088\u3046\u306a\u6210\u679c\u3092\u6e2c\u5b9a\u3059\u308b\u3053\u3068\u3092\u8003\u3048\u305f\u3068\u304d\u3001\u6700\u521d\u306b\u3059\u3079\u304d\u3053\u3068\u306f\u300c\u8ab0\u304c\u6c17\u306b\u3059\u308b\u306e\u304b\u300d\u3068\u3044\u3046\u3053\u3068\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3053\u308c\u306f\u6c7a\u3057\u3066\u8efd\u8511\u7684\u306a\u610f\u5473\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u656c\u610f\u3092\u8868\u3057\u307e\u3059\u3002 <em>\u8ab0\u304c<\/em> \u3053\u306e\u7d50\u679c\u3092\u6c17\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u8ab0\u3067\u3057\u3087\u3046\u304b\uff1f\u60a3\u8005\u3055\u3093\u3067\u3059\u304b\uff1f\u533b\u7642\u6a5f\u95a2\uff1f\u4fdd\u967a\u4f1a\u793e\u3001\u533b\u7642\u30b7\u30b9\u30c6\u30e0\uff1f\u60a3\u8005\u3055\u3093\u3068\u75c5\u9662\u3067\u306f\u3001\u60a3\u8005\u3055\u3093\u306e\u6e80\u8db3\u5ea6\u3068\u3044\u3046\u7d50\u679c\u3092\u975e\u5e38\u306b\u7570\u306a\u308b\u5f62\u3067\u8a55\u4fa1\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u60f3\u50cf\u306b\u96e3\u304f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u305d\u308c\u306f\u3069\u3061\u3089\u306b\u3068\u3063\u3066\u3082\u91cd\u8981\u306a\u3053\u3068\u3067\u3059\u3002\u6e2c\u5b9a\u3057\u305f\u3044\u7d50\u679c\u3092\u9069\u5207\u306b\u8003\u616e\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u8ab0\u306e\u8996\u70b9\u3067\u8a55\u4fa1\u3059\u308b\u306e\u304c\u6700\u9069\u306a\u306e\u304b\u3092\u691c\u8a0e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u5206\u6790\u8a08\u753b\u306e\u6700\u521d\u306b\u3001\u3069\u306e\u3088\u3046\u306a\u8996\u70b9\u3067\u7d50\u679c\u3092\u691c\u8a0e\u3059\u308b\u304b\u3092\u660e\u78ba\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u5076\u7136\u3067\u3042\u308b\u304b\u3069\u3046\u304b\u306b\u304b\u304b\u308f\u3089\u305a\u3001\u6df7\u4e71\u3084\u4e8b\u5f8c\u7684\u306a\u30c7\u30fc\u30bf\u64cd\u4f5c\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u95a2\u5fc3\u306e\u3042\u308b\u6f5c\u5728\u7684\u306a\u7d50\u679c\u306e\u5305\u62ec\u7684\u306a\u30ea\u30b9\u30c8\u306f\u3053\u306e\u8a18\u4e8b\u306e\u7bc4\u56f2\u3092\u8d85\u3048\u3066\u3044\u307e\u3059\u304c\u3001\u4ee5\u4e0b\u306e\u8868\u306f\u3001\u6700\u3082\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u7d50\u679c\u306e\u30ab\u30c6\u30b4\u30ea\u306e\u3044\u304f\u3064\u304b\u3092\u5f37\u8abf\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Widely_used_categories_of_outcomes\"><\/span>\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u6210\u679c\u306e\u30ab\u30c6\u30b4\u30ea\u30fc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table width=\"786\">\n<tbody>\n<tr>\n<td width=\"161\"><strong>\u5b89\u5168\u6027<\/strong><\/td>\n<td width=\"625\">\u81e8\u5e8a\u6cbb\u7642\u306e\u904e\u7a0b\u3067\u306e\u533b\u7642\u884c\u70ba\u3084\u76e3\u7763\u306e\u8aa4\u7528\u3001\u60a3\u8005\u3092\u6709\u5bb3\u4e8b\u8c61\u306e\u30ea\u30b9\u30af\u306b\u3055\u3089\u3059\u3088\u3046\u306a\u533b\u7642\u30df\u30b9<\/td>\n<\/tr>\n<tr>\n<td width=\"161\"><strong>\u52b9\u679c<\/strong><\/td>\n<td width=\"625\">\u533b\u5b66\u7684\u4ecb\u5165\u3084\u653f\u7b56\u306b\u3088\u3063\u3066\u9054\u6210\u3067\u304d\u308b\u3053\u3068\u3068\u3001\u5b9f\u969b\u306b\u9054\u6210\u3055\u308c\u305f\u3053\u3068\u3068\u306e\u30ae\u30e3\u30c3\u30d7<\/td>\n<\/tr>\n<tr>\n<td width=\"161\"><strong>\u30a8\u30af\u30a4\u30c6\u30a3<\/strong><\/td>\n<td width=\"625\">\u306a\u3069\u306e\u975e\u81e8\u5e8a\u7684\u306a\u8981\u56e0\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u533b\u7642\u63d0\u4f9b\u306b\u304a\u3051\u308b\u683c\u5dee\u306e\u691c\u8a0e\u3002<a href=\"https:\/\/en.wikipedia.org\/wiki\/Race_(classification_of_humans)\">\u30ec\u30fc\u30b9<\/a>,<a href=\"https:\/\/en.wikipedia.org\/wiki\/Gender\">\u30b8\u30a7\u30f3\u30c0\u30fc<\/a>\u3068\u3057\u3066\u3044\u307e\u3059\u3002<a href=\"https:\/\/en.wikipedia.org\/wiki\/Socioeconomic_status\">\u793e\u4f1a\u7d4c\u6e08\u7684\u5730\u4f4d<\/a> \u60a3\u8005\u306e\u30b1\u30a2\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b<\/td>\n<\/tr>\n<tr>\n<td width=\"161\"><strong>\u52b9\u7387\u6027<\/strong><\/td>\n<td width=\"625\">\u533b\u7642\u30b7\u30b9\u30c6\u30e0\u306e\u52b9\u7387\u3092\u6700\u5927\u5316\u3057\u3001\u533b\u7642\u8cbb\u3092\u6291\u3048\u3001\u7121\u99c4\u3092\u7701\u304f\u65b9\u6cd5\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td width=\"161\"><strong>\u30bf\u30a4\u30e0\u30ea\u30fc\u3055<\/strong><\/td>\n<td width=\"625\">\u60a3\u8005\u306e\u533b\u7642\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff1a\u30a2\u30af\u30bb\u30b9\u3092\u963b\u3080\u969c\u58c1\u3001\u4fdd\u967a\u306b\u5165\u3063\u3066\u3044\u306a\u3044\u60a3\u8005\u304c\u533b\u7642\u306e\u6069\u6075\u3092\u53d7\u3051\u3089\u308c\u306a\u3044\u3053\u3068\u3002<\/td>\n<\/tr>\n<tr>\n<td width=\"161\"><strong>\u30b7\u30b9\u30c6\u30e0\u306e\u5fdc\u7b54\u6027<\/strong><\/td>\n<td width=\"625\">\u533b\u7642\u95a2\u4fc2\u8005\u3078\u306e\u5553\u8499\u6d3b\u52d5\u3068\u3001\u60a3\u8005\u306e\u30b1\u30a2\u3092\u5411\u4e0a\u3055\u305b\u308b\u533b\u7642\u653f\u7b56\u306e\u5b9f\u65bd<\/td>\n<\/tr>\n<tr>\n<td width=\"161\"><strong>\u60a3\u8005\u3055\u3093\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u6d3b\u52d5<\/strong><\/td>\n<td width=\"625\">\u533b\u7642\u4ecb\u5165\u304c\u60a3\u8005\u306b\u3069\u306e\u3088\u3046\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u306e\u304b\u3001\u60a3\u8005\u306f\u4f55\u3092\u611f\u3058\u3001\u533b\u7642\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u305f\u3081\u306b\u4f55\u304c\u3067\u304d\u308b\u306e\u304b\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Data_types\"><\/span><strong>\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3069\u306e\u3088\u3046\u306a\u7d50\u679c\u306b\u8208\u5473\u304c\u3042\u308b\u304b\u3068\u3044\u3046\u3053\u3068\u306b\u52a0\u3048\u3066\u3001\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u8003\u3048\u3066\u3044\u308b\u304b\u3001\u7279\u306b\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u306b\u3064\u3044\u3066\u8003\u3048\u3066\u307f\u308b\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u306b\u306f\u5927\u304d\u304f\u5206\u3051\u3066\u3001\u6570\u5024\u3068\u30ab\u30c6\u30b4\u30ea\u30fc\u306e2\u7a2e\u985e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Numerical_data\"><\/span>\u6570\u5024\u30c7\u30fc\u30bf<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u6570\u5024\u3068\u306f\u3001\u305d\u306e\u540d\u306e\u901a\u308a\u3001\u6e2c\u5b9a\u5bfe\u8c61\u3068\u306a\u308b\u5909\u6570\u304c\u5b9a\u91cf\u7684\u306a\u3082\u306e\u3067\u3042\u308a\u3001\u6574\u6570\u578b\u3067\u3042\u308b\u6574\u6570\u3068\u3001\u6574\u6570\u4ee5\u5916\u306e\u90e8\u5206\u3092\u6301\u3064\u3059\u3079\u3066\u306e\u6570\u5b57\u3067\u3042\u308b\u6d6e\u52d5\u5c0f\u6570\u70b9\u578b\u306e\u3044\u305a\u308c\u304b\u3067\u3042\u308b\u3002<\/p>\n<p><em>\u6574\u6570\u306e\u4f8b\u3068\u3057\u3066\u306f\u3001\u75c5\u9662\u3067\u5206\u5a29\u3057\u305f\u8d64\u3061\u3083\u3093\u306e\u6570\u3001\u60a3\u8005\u306e\u6e80\u8db3\u5ea6\u306b\u95a2\u3059\u308b\u30ea\u30c3\u30ab\u30fc\u30c8\u5c3a\u5ea6\u306e\u30a2\u30f3\u30b1\u30fc\u30c8\u7d50\u679c\u3001\u624b\u8853\u306b\u304b\u304b\u3063\u305f\u6642\u9593\u306a\u3069\u3001\u69d8\u3005\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/em><\/p>\n<h4><span class=\"ez-toc-section\" id=\"Categorical_data\"><\/span>\u30ab\u30c6\u30b4\u30ea\u30fc\u30fb\u30c7\u30fc\u30bf<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u30ab\u30c6\u30b4\u30ea\u30fc\u30c7\u30fc\u30bf\u3068\u306f\u3001\u3042\u308b\u7279\u5b9a\u306e\u5024\u3057\u304b\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u30c7\u30fc\u30bf\u306e\u3053\u3068\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306e\u4e2d\u306b\u306f\u3001\u5909\u6570\u304c2\u3064\u306e\u53ef\u80fd\u306a\u7d50\u679c\u306e\u3046\u30611\u3064\u3057\u304b\u53d6\u3089\u306a\u3044\u3053\u3068\u3092\u610f\u5473\u3059\u308b\u3001\u30ab\u30c6\u30b4\u30e9\u30a4\u30ba\u3055\u308c\u305f\u4e8c\u5206\u6cd5\u306e\u30c7\u30fc\u30bf\u3082\u3042\u308a\u307e\u3059\u3002  \u4f8b\u3048\u3070\u3001\u96fb\u7403\u306f\u30aa\u30d5\u306b\u3059\u308b\u3053\u3068\u3082\u30aa\u30f3\u306b\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u304c\u3001\u3069\u3061\u3089\u304b\u4e00\u65b9\u306b\u306a\u308a\u3001\u3082\u3046\u4e00\u65b9\u306b\u306f\u306a\u308a\u307e\u305b\u3093\u3002\u6642\u306b\u306f\u30012\u3064\u4ee5\u4e0a\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u304c\u3042\u308a\u3001\u3053\u308c\u304c\u540d\u7fa9\u5909\u6570\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u540d\u76ee\u5909\u6570\u306f\u3001\u8907\u6570\u306e\u7570\u306a\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u5024\u3092\u6301\u3061\u307e\u3059\u304c\u3001\u305d\u308c\u3089\u306e\u9593\u306b\u81ea\u7136\u306a\u9806\u5e8f\u4ed8\u3051\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4f8b\u3048\u3070\u3001\u82b1\u306e\u7a2e\u985e\u306e\u3088\u3046\u306b\u3001\u690d\u7269\u304c\u30d0\u30e9\u3001\u30c1\u30e5\u30fc\u30ea\u30c3\u30d7\u3001\u30c7\u30a4\u30b8\u30fc\u3001\u30d2\u30de\u30ef\u30ea\u306a\u3069\u3067\u3042\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u6700\u5f8c\u306b\u3001\u81ea\u7136\u306a\u9806\u5e8f\u4ed8\u3051\u3092\u6301\u3063\u3066\u3044\u308b\u304c\u3001\u7279\u5b9a\u306e\u7d50\u679c\u306b\u9650\u5b9a\u3055\u308c\u3066\u3044\u308b\u30ab\u30c6\u30b4\u30ea\u30fc\u5909\u6570\u3092\u9806\u5e8f\u5909\u6570\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n<p><em>\u3053\u306e\u30bf\u30a4\u30d7\u306e\u5909\u6570\u306e\u4f8b\u3068\u3057\u3066\u306f\u3001\u60a3\u8005\u306e\u6e80\u8db3\u5ea6\u3092\u30ab\u30c6\u30b4\u30ea\u30fc\u5225\u306b\u8868\u73fe\u3057\u305f\u3082\u306e\u304c\u3042\u308a\u307e\u3059\uff1a\u4e0d\u6e80\u8db3\u3001\u3084\u3084\u6e80\u8db3\u3001\u6e80\u8db3\u3001\u975e\u5e38\u306b\u6e80\u8db3\u3002\u305f\u3068\u3048\u53ef\u80fd\u306a\u7d50\u679c\u304c\u9650\u3089\u308c\u3066\u3044\u3066\u3082\u3001\u3053\u308c\u3089\u306e\u30ec\u30d9\u30eb\u306b\u306f\u81ea\u7136\u306a\u9806\u5e8f\u304c\u3042\u308a\u307e\u3059\u3002<\/em><\/p>\n<blockquote><p>\u7d50\u679c\u306e\u7a2e\u985e\u3068\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u3092\u610f\u8b58\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u306a\u306e\u306f\u3001\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u30e2\u30c7\u30eb\u5316\u3059\u308b\u304b\u3092\u81ea\u5206\u3067\u6c7a\u5b9a\u3059\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u305d\u308c\u306b\u3088\u3063\u3066\u3069\u306e\u3088\u3046\u306a\u7a2e\u985e\u306e\u5206\u6790\u304c\u53ef\u80fd\u304b\u304c\u6c7a\u307e\u308b\u304b\u3089\u3067\u3059\u30021\u65e5\u3042\u305f\u308a\u306e\u75c5\u9662\u3067\u306e\u624b\u8853\u4ef6\u6570\u3092\u77e5\u308a\u305f\u3044\u5834\u5408\u3001\u5b9f\u969b\u306e\u6574\u6570\u5024\uff081,2,3\u306a\u3069\uff09\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3057\u3001\u30dc\u30ea\u30e5\u30fc\u30e0\u306e\u591a\u3044\u65e5\u3001\u5c11\u306a\u3044\u65e5\u306b\u56e0\u6570\u5206\u89e3\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u6700\u7d42\u7684\u306b\u306f\u3001\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u8868\u73fe\u3059\u308b\u304b\u306b\u3088\u3063\u3066\u3001\u3042\u306a\u305f\u304c\u4e16\u754c\u3092\u3069\u306e\u3088\u3046\u306b\u898b\u3066\u3044\u308b\u304b\u3001\u307e\u305f\u3001\u306a\u305c\u305d\u306e\u3088\u3046\u306a\u6c7a\u5b9a\u3092\u3057\u305f\u306e\u304b\u304c\u3001\u4f5c\u54c1\u3092\u8aad\u3080\u4eba\u306b\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3059\u3002\u3042\u306a\u305f\u306e\u610f\u898b\u306b\u8cdb\u540c\u3059\u308b\u4eba\u306f\u3044\u306a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u3057\u3001\u30c7\u30fc\u30bf\u3092\u518d\u73fe\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u66d6\u6627\u3055\u306e\u4f59\u5730\u304c\u306a\u3051\u308c\u3070\u3001\u3042\u306a\u305f\u306e\u8abf\u67fb\u7d50\u679c\u306e\u771f\u5b9f\u6027\u306b\u7591\u554f\u3092\u6301\u3064\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p><\/blockquote>\n<p>\u3042\u306a\u305f\u306e\u30c7\u30fc\u30bf\u306f\u3069\u3053\u304b\u3089\u6765\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u81ea\u5206\u3067\u53ce\u96c6\u3059\u308b\u306e\u304b\u3001\u305d\u308c\u3068\u3082\u4ed6\u306e\u30bd\u30fc\u30b9\u304b\u3089\u5165\u624b\u3059\u308b\u306e\u304b\uff1f\u81ea\u5206\u3067\u30c7\u30fc\u30bf\u3092\u8a18\u9332\u3059\u308b\u5834\u5408\u3001\u4f55\u3092\u8a18\u9332\u3057\u3001\u4f55\u3092\u8a18\u9332\u3057\u306a\u3044\u304b\u3092\u6c7a\u3081\u308b\u306e\u306f\u3042\u306a\u305f\u306e\u8cac\u4efb\u3067\u3042\u308a\u3001\u305d\u308c\u306f\u5229\u7528\u53ef\u80fd\u306a\u5206\u6790\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u3059\u3002\u81ea\u5206\u3067\u53ce\u96c6\u3057\u306a\u3044\u306e\u3067\u3042\u308c\u3070\u3001\u305d\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u73fe\u5728\u3069\u306e\u3088\u3046\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u307e\u3059\u304b\uff08\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u3001\u5834\u6240\u306a\u3069\uff09\uff1f\u305d\u3057\u3066\u975e\u5e38\u306b\u91cd\u8981\u306a\u3053\u3068\u306f\u3001\u30c7\u30fc\u30bf\u304c\u4f5c\u6210\u3055\u308c\u3001\u53ce\u96c6\u3055\u308c\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u77e5\u308a\u3001\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u554f\u984c\u306b\u3064\u3044\u3066\u8aa4\u89e3\u3057\u3066\u3044\u308b\u3068\u3001\u610f\u56f3\u3057\u305f\u8cea\u554f\u306b\u7b54\u3048\u3089\u308c\u306a\u3044\u7814\u7a76\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Bonus_tip_Why_hiring_a_statistician_could_save_your_study\"><\/span><strong>\u30dc\u30fc\u30ca\u30b9\u60c5\u5831\uff1a\u7d71\u8a08\u5b66\u8005\u3092\u96c7\u3046\u3068\u7814\u7a76\u304c\u3046\u307e\u304f\u3044\u304f\u7406\u7531<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u79c1\u306f\u8eca\u306b\u8a73\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u79c1\u306e\u8eca\u304c\u5b9a\u671f\u7684\u306a\u4f5c\u696d\u3084\u7279\u5b9a\u306e\u4fee\u7406\u3092\u5fc5\u8981\u3068\u3059\u308b\u3068\u304d\u3001\u79c1\u306f\u771f\u3063\u5148\u306b\u30b7\u30e7\u30c3\u30d7\u306b\u9023\u308c\u3066\u884c\u304d\u307e\u3059\u3002\u306a\u305c\u304b\u3063\u3066\uff1f\u305d\u308c\u306f\u3001\u81ea\u5206\u306b\u306f\u305d\u306e\u4ed5\u4e8b\u3092\u3059\u308b\u30b9\u30ad\u30eb\u304c\u306a\u3044\u3068\u308f\u304b\u3063\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002\u540c\u69d8\u306b\u3001\u5fc5\u8981\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u53d7\u3051\u3066\u3044\u306a\u304b\u3063\u305f\u308a\u3001\u5358\u306b\u4ed6\u306e\u3053\u3068\u306b\u529b\u3092\u6ce8\u304e\u305f\u3044\u3068\u3044\u3046\u7406\u7531\u3067\u3001\u8ab0\u3082\u304c\u81ea\u5206\u3067\u7d71\u8a08\u3092\u53d6\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u3046\u3044\u3063\u305f\u610f\u5473\u3067\u3001\u30a2\u30a6\u30c8\u30ab\u30e0\u30fb\u30ea\u30b5\u30fc\u30c1\u3092\u884c\u3044\u305f\u3044\u304c\u3001\u81ea\u5206\u3067\u5206\u6790\u3059\u308b\u8cac\u4efb\u3092\u8ca0\u3044\u305f\u304f\u306a\u3044\u3068\u3044\u3046\u4eba\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u4eba\u3092\u96c7\u3046\u3053\u3068\u3092\u691c\u8a0e\u3057\u3066\u307f\u3066\u306f\u3044\u304b\u304c\u3067\u3057\u3087\u3046\u304b\u3002 <a href=\"https:\/\/www.kolabtree.com\/services\/statistical-analysis\/?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=OutcomesResearch\">\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30fb\u30b9\u30bf\u30c6\u30a3\u30b7\u30e3\u30f3<\/a>\u3067\u7c21\u5358\u306b\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <a href=\"https:\/\/www.kolabtree.com\/?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=OutcomesResearch\">\u30b3\u30e9\u30d6\u30c4\u30ea\u30fc<\/a>.<\/p>\n<blockquote><p><strong>\u3082\u3057\u3001\u7d71\u8a08\u5b66\u8005\u306b\u5354\u529b\u3057\u3066\u3082\u3089\u3046\u5834\u5408\u306f\u3001\u65e9\u3081\u306b\u5354\u529b\u3057\u3066\u3082\u3089\u3046\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/strong> \u6709\u540d\u306a\u7d71\u8a08\u5b66\u8005R.A.\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u8a00\u8449\u3092\u5f15\u7528\u3059\u308b\u3068\u3001\u300c\u5b9f\u9a13\u304c\u7d42\u308f\u3063\u3066\u304b\u3089\u7d71\u8a08\u5b66\u8005\u306b\u76f8\u8ac7\u3059\u308b\u306e\u306f\u3001\u5358\u306b\u6b7b\u5f8c\u306e\u691c\u67fb\u3092\u3057\u3066\u304f\u308c\u3068\u983c\u3080\u3088\u3046\u306a\u3082\u306e\u3060\u3002\u5f7c\u306f\u304a\u305d\u3089\u304f\u3001\u305d\u306e\u5b9f\u9a13\u304c\u4f55\u306e\u305f\u3081\u306b\u6b7b\u3093\u3060\u306e\u304b\u3092\u8a00\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3060\u308d\u3046\u3002\"<\/p><\/blockquote>\n<p>\u78ba\u304b\u306b\u3001\u5b9f\u9a13\u3092\u884c\u3063\u3066\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u305f\u5f8c\u3067\u306f\u3001\u7814\u7a76\u306e\u521d\u671f\u6bb5\u968e\u3067\u5225\u306e\u5224\u65ad\u3092\u3057\u3066\u3044\u308c\u3070\u5229\u7528\u3067\u304d\u305f\u304b\u3082\u3057\u308c\u306a\u3044\u5206\u6790\u65b9\u6cd5\u304c\u3001\u4eca\u3067\u306f\u5229\u7528\u3067\u304d\u306a\u304f\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u7d71\u8a08\u89e3\u6790\u3092\u81ea\u5206\u3067\u884c\u3046\u5fc5\u8981\u304c\u306a\u3044\u3053\u3068\u306b\u52a0\u3048\u3066\u3001\u7d71\u8a08\u5b66\u8005\u3068\u4e00\u7dd2\u306b\u4ed5\u4e8b\u3092\u3059\u308b\u3053\u3068\u306b\u306f\u3001\u6709\u5f62\u7121\u5f62\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u4f8b\u3048\u3070\u3001\u7d71\u8a08\u5b66\u8005\u306f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u901a\u3058\u3066\u3001\u3088\u308a\u8907\u96d1\u306a\u5b9f\u9a13\u8a08\u753b\u3084\u5206\u6790\u65b9\u6cd5\u306b\u89e6\u308c\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001\u6a19\u6e96\u7684\u306a\u65b9\u6cd5\u3067\u306f\u306a\u304f\u3001\u3053\u308c\u3089\u306e\u65b9\u6cd5\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u6642\u9593\u3001\u53c2\u52a0\u8005\u3001\u307e\u305f\u306f\u304a\u91d1\u306a\u3069\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u5927\u5e45\u306b\u7bc0\u7d04\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u8abf\u67fb\u7d50\u679c\u306e\u518d\u73fe\u6027\u306e\u305f\u3081\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3084\u3001\u8907\u96d1\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u6700\u65b0\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30d1\u30c3\u30b1\u30fc\u30b8\u306a\u3069\u3001\u3042\u306a\u305f\u304c\u6c17\u3065\u3044\u3066\u3044\u306a\u3044\u3088\u3046\u306a\u65b0\u3057\u3044\u30a2\u30a4\u30c7\u30a2\u304c\u3053\u306e\u5206\u91ce\u306b\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u305d\u3057\u3066\u4f55\u3088\u308a\u3082\u3001\u512a\u79c0\u306a\u7d71\u8a08\u5b66\u8005\u3092\u304a\u5f97\u306b\u624b\u306b\u5165\u308c\u308b\u306b\u306f\u3001\u4eca\u304c\u7d76\u597d\u306e\u6a5f\u4f1a\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002\u30d1\u30f3\u30c7\u30df\u30c3\u30af\u306b\u3088\u308b\u7d4c\u6e08\u7684\u306a\u5f71\u97ff\u306f\u3001\u3042\u3089\u3086\u308b\u5206\u91ce\u306e\u4eba\u3005\u306b\u5927\u304d\u306a\u6253\u6483\u3092\u4e0e\u3048\u3066\u3044\u307e\u3059\u3002\u30d1\u30f3\u30c7\u30df\u30c3\u30af\u306e\u5f71\u97ff\u3092\u53d7\u3051\u305f\u7d71\u8a08\u5b66\u8005\u306f\u3001\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u4ed5\u4e8b\u3092\u63a2\u3057\u3066\u304a\u308a\u3001\u591a\u304f\u306e\u4eba\u304c\u5fe0\u8aa0\u5fc3\u3068\u5f15\u304d\u63db\u3048\u306b\u5272\u5f15\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3092\u671b\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span><strong>\u7d50\u8ad6<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3053\u3053\u3067\u306f\u3001\u30a2\u30a6\u30c8\u30ab\u30e0\u30fb\u30ea\u30b5\u30fc\u30c1\u306b\u3064\u3044\u3066\u7db2\u7f85\u7684\u306b\u8aac\u660e\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3080\u3057\u308d\u3001\u307e\u3063\u305f\u304f\u306e\u521d\u5fc3\u8005\u306e\u305f\u3081\u306e\u5165\u9580\u66f8\u3068\u3057\u3066\u3054\u5229\u7528\u304f\u3060\u3055\u3044\u3002\u3057\u304b\u3057\u3001\u305d\u306e\u3088\u3046\u306a\u7814\u7a76\u8005\u3067\u3042\u3063\u3066\u3082\u3001\u95a2\u5fc3\u306e\u3042\u308b\u30a2\u30a6\u30c8\u30ab\u30e0\u3001\u30c7\u30fc\u30bf\u8981\u7d20\u306e\u8868\u73fe\u65b9\u6cd5\u3001\u30c7\u30fc\u30bf\u306e\u5165\u624b\u5148\u306a\u3069\u306b\u3064\u3044\u3066\u5c11\u3057\u524d\u3082\u3063\u3066\u8003\u3048\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u5b9f\u884c\u3059\u308b\u30a2\u30a6\u30c8\u30ab\u30e0\u7814\u7a76\u304c\u610f\u5473\u306e\u3042\u308b\u3082\u306e\u3067\u3042\u308a\u3001\u610f\u56f3\u3057\u305f\u8cea\u554f\u306b\u7b54\u3048\u308b\u3082\u306e\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306b\u5927\u3044\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u307e\u305f\u3001\u81ea\u5206\u3067\u5206\u6790\u3067\u304d\u306a\u3044\u3001\u3042\u308b\u3044\u306f\u5206\u6790\u3057\u305f\u304f\u306a\u3044\u3068\u611f\u3058\u305f\u5834\u5408\u3001\u3042\u308b\u3044\u306f\u6700\u65b0\u306e\u5206\u6790\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3082\u3063\u3068\u77e5\u308a\u305f\u3044\u3068\u601d\u3063\u305f\u5834\u5408\u306b\u306f\u3001\u7d71\u8a08\u5b66\u306e\u540c\u50da\u306b\u76f8\u8ac7\u3059\u308b\u3053\u3068\u3092\u5fd8\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><strong>\u81e8\u5e8a\u8a66\u9a13\u306e\u5b9f\u65bd\u3084\u7d50\u679c\u306e\u5206\u6790\u306b\u304a\u56f0\u308a\u3067\u3059\u304b\uff1f\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/www.kolabtree.com\/services\/clinical-research-consulting\/?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=OutcomesResearch\">\u81e8\u5e8a\u7814\u7a76\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8<\/a> \u306eKolabtree\u3067\u4ed5\u4e8b\u3092\u3057\u305f\u308a <a href=\"https:\/\/www.kolabtree.com\/services\/statistical-analysis\/?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=OutcomesResearch\">\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u7d71\u8a08\u89e3\u6790\u8005<\/a>.\u00a0<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>Jacob VanHouten, clinical data analyst and biostatistics consultant at Kolabtree, provides top tips on how to design impactful health outcomes research for analysis.\u00a0 If you are in the medical field and have read, done, or even thought about doing research within the past two decades, it is likely you are familiar with the concept of outcomes research. In a nutshell, outcomes research is a field where the object of study is a definable health outcome, which I will give examples of later, and what is measured are the effects that different parts of the overall workflow have on those outcomes. As the point of such studies is to determine what<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-to-design-impactful-health-outcomes-research-for-analysis\/\" title=\"\u7d9a\u304d\u3092\u8aad\u3080\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/div>","protected":false},"author":12,"featured_media":8117,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[443,435],"tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.1 (Yoast SEO v20.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to Design Impactful Health Outcomes Research Studies for Analysis<\/title>\n<meta name=\"description\" content=\"Experienced biostatistics consultant Jacob VanHouten provides a five-minute guide to help you design impactful health research outcomes for analysis.\" \/>\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.kolabtree.com\/blog\/ja\/how-to-design-impactful-health-outcomes-research-for-analysis\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Design Impactful Health Outcomes Research Studies for Analysis\" \/>\n<meta property=\"og:description\" content=\"Experienced biostatistics consultant Jacob VanHouten provides a five-minute guide to help you design impactful health research outcomes for analysis.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kolabtree.com\/blog\/ja\/how-to-design-impactful-health-outcomes-research-for-analysis\/\" \/>\n<meta property=\"og:site_name\" content=\"The Kolabtree Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/kolabtree\" \/>\n<meta property=\"article:published_time\" content=\"2020-07-27T15:00:37+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-07-30T16:02:57+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2020\/07\/heor-analysis.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1350\" \/>\n\t<meta property=\"og:image:height\" content=\"900\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Ramya Sriram\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kolabtree\" \/>\n<meta name=\"twitter:site\" content=\"@kolabtree\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Ramya Sriram\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"9\u5206\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"How to Design 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