{"id":957,"date":"2014-07-16T21:40:39","date_gmt":"2014-07-16T20:40:39","guid":{"rendered":"https:\/\/blogs.bmj.com\/adc\/?p=957"},"modified":"2014-09-12T15:34:57","modified_gmt":"2014-09-12T14:34:57","slug":"statsminiblog-kappa","status":"publish","type":"post","link":"https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/","title":{"rendered":"StatsMiniBlog: Kappa"},"content":{"rendered":"<p><a href=\"https:\/\/blogs.bmj.com\/adc\/files\/2014\/02\/20140205-091454.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-859 size-full\" src=\"https:\/\/blogs.bmj.com\/adc\/files\/2014\/02\/20140205-091454.jpg\" alt=\"20140205-091454.jpg\" width=\"180\" height=\"76\" \/><\/a><br \/>\nAfter a short pause while brain cells were <a href=\"http:\/\/superleaguepod.blogspot.co.uk\/2014\/06\/hardaker-wider-issue.html#gpluscomments\">diverted elsewhere<\/a>, we&#8217;re returning with the critically acclaimed (well, slightly positively tweeted) StatsMiniBlog series.<\/p>\n<p>(As an aside &#8211; do let me know via comments, Facebook or Twitter if there&#8217;s an issue you&#8217;d like to see covered)<\/p>\n<p>Kappa (\u03ba) is a measure of agreement, usually between two observers of a dichotomous outcome although there are variants for multiple observers. \u00a0It gives you a measure of what agreement you see that is &#8216;beyond chance&#8217;<\/p>\n<p><!--more--><\/p>\n<p>The idea is that if you got two observers\u00a0to report on the colour of\u00a0balls emerging from a bag, and in reality there were 5 blue and 5 yellow,\u00a0if the\u00a0observers didn&#8217;t look at them and just guessed you would expect them both to be right 0.5 * 0.5 = 0.25 (25%) of the time.<\/p>\n<p>Anything over this is &#8220;agreement beyond chance&#8221;.<\/p>\n<p>The value given to Kappa reflects the degree of agreement, 0 is perfect disagreement, 1, perfect agreement, in between is usually interpreted<\/p>\n<table class=\"tg\">\n<tbody>\n<tr>\n<th class=\"tg-031e\">Kappa<br \/>\n(\u03ba)<\/th>\n<th class=\"tg-031e\">Strength of Agreement<\/th>\n<\/tr>\n<tr>\n<td class=\"tg-031e\">&lt;0.20<\/td>\n<td class=\"tg-031e\">Poor<\/td>\n<\/tr>\n<tr>\n<td class=\"tg-031e\">0.21-0.4<\/td>\n<td class=\"tg-031e\">Fair<\/td>\n<\/tr>\n<tr>\n<td class=\"tg-031e\">0.41-0.6<\/td>\n<td class=\"tg-031e\">Moderate<\/td>\n<\/tr>\n<tr>\n<td class=\"tg-031e\">0.61-0.8<\/td>\n<td class=\"tg-031e\">Good<\/td>\n<\/tr>\n<tr>\n<td class=\"tg-031e\">0.81-1.0<\/td>\n<td class=\"tg-031e\">Excellent<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<p>How good you &#8216;need&#8217; this to be depends upon what you&#8217;re using it for. In the same way there is no &#8220;right&#8221; wine to go with a meal, there is no &#8220;correct&#8221; kappa value.<\/p>\n<p>&#8211; Archi<\/p>\n<p>&nbsp;<!--TrendMD v2.4.8--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>After a short pause while brain cells were diverted elsewhere, we&#8217;re returning with the critically acclaimed (well, slightly positively tweeted) StatsMiniBlog series. (As an aside &#8211; do let me know via comments, Facebook or Twitter if there&#8217;s an issue you&#8217;d like to see covered) Kappa (\u03ba) is a measure of agreement, usually between two observers [&#8230;]<\/p>\n<p><a class=\"btn btn-secondary understrap-read-more-link\" href=\"https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/\">Read More&#8230;<\/a><\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[79],"tags":[],"class_list":["post-957","post","type-post","status-publish","format-standard","hentry","category-archimedes"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>StatsMiniBlog: Kappa - ADC Online Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"StatsMiniBlog: Kappa - ADC Online Blog\" \/>\n<meta property=\"og:description\" content=\"After a short pause while brain cells were diverted elsewhere, we&#8217;re returning with the critically acclaimed (well, slightly positively tweeted) StatsMiniBlog series. (As an aside &#8211; do let me know via comments, Facebook or Twitter if there&#8217;s an issue you&#8217;d like to see covered) Kappa (\u03ba) is a measure of agreement, usually between two observers [...]Read More...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/\" \/>\n<meta property=\"og:site_name\" content=\"ADC Online Blog\" \/>\n<meta property=\"article:published_time\" content=\"2014-07-16T20:40:39+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2014-09-12T14:34:57+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/blogs.bmj.com\/adc\/files\/2014\/02\/20140205-091454.jpg\" \/>\n<meta name=\"author\" content=\"Bob Phillips\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Bob Phillips\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/07\\\/16\\\/statsminiblog-kappa\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/07\\\/16\\\/statsminiblog-kappa\\\/\"},\"author\":{\"name\":\"Bob Phillips\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/#\\\/schema\\\/person\\\/9e94029681ecf36e73bbd1eb2be2ef94\"},\"headline\":\"StatsMiniBlog: Kappa\",\"datePublished\":\"2014-07-16T20:40:39+00:00\",\"dateModified\":\"2014-09-12T14:34:57+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/07\\\/16\\\/statsminiblog-kappa\\\/\"},\"wordCount\":214,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/07\\\/16\\\/statsminiblog-kappa\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/files\\\/2014\\\/02\\\/20140205-091454.jpg\",\"articleSection\":[\"archimedes\"],\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/07\\\/16\\\/statsminiblog-kappa\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/07\\\/16\\\/statsminiblog-kappa\\\/\",\"url\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/07\\\/16\\\/statsminiblog-kappa\\\/\",\"name\":\"StatsMiniBlog: Kappa - ADC Online Blog\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/07\\\/16\\\/statsminiblog-kappa\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/07\\\/16\\\/statsminiblog-kappa\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/files\\\/2014\\\/02\\\/20140205-091454.jpg\",\"datePublished\":\"2014-07-16T20:40:39+00:00\",\"dateModified\":\"2014-09-12T14:34:57+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/07\\\/16\\\/statsminiblog-kappa\\\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/07\\\/16\\\/statsminiblog-kappa\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/07\\\/16\\\/statsminiblog-kappa\\\/#primaryimage\",\"url\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/files\\\/2014\\\/02\\\/20140205-091454.jpg\",\"contentUrl\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/files\\\/2014\\\/02\\\/20140205-091454.jpg\",\"width\":180,\"height\":76},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/2014\\\/07\\\/16\\\/statsminiblog-kappa\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"StatsMiniBlog: Kappa\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/#website\",\"url\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/\",\"name\":\"ADC Online Blog\",\"description\":\"Education, debate, and meandering thoughts on child health, using evidence and research.\",\"publisher\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/#organization\",\"name\":\"ADC Online Blog\",\"url\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/files\\\/2017\\\/10\\\/blog-logo-adc.png\",\"contentUrl\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/files\\\/2017\\\/10\\\/blog-logo-adc.png\",\"width\":285,\"height\":34,\"caption\":\"ADC Online Blog\"},\"image\":{\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/#\\\/schema\\\/person\\\/9e94029681ecf36e73bbd1eb2be2ef94\",\"name\":\"Bob Phillips\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/9ce6165c429dd8d36e6532db799ebe58e6f9c614c44e05e60d553e4bac662441?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/9ce6165c429dd8d36e6532db799ebe58e6f9c614c44e05e60d553e4bac662441?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/9ce6165c429dd8d36e6532db799ebe58e6f9c614c44e05e60d553e4bac662441?s=96&d=mm&r=g\",\"caption\":\"Bob Phillips\"},\"url\":\"https:\\\/\\\/blogs.bmj.com\\\/adc\\\/author\\\/bphillips\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"StatsMiniBlog: Kappa - ADC Online Blog","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:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/","og_locale":"en_GB","og_type":"article","og_title":"StatsMiniBlog: Kappa - ADC Online Blog","og_description":"After a short pause while brain cells were diverted elsewhere, we&#8217;re returning with the critically acclaimed (well, slightly positively tweeted) StatsMiniBlog series. (As an aside &#8211; do let me know via comments, Facebook or Twitter if there&#8217;s an issue you&#8217;d like to see covered) Kappa (\u03ba) is a measure of agreement, usually between two observers [...]Read More...","og_url":"https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/","og_site_name":"ADC Online Blog","article_published_time":"2014-07-16T20:40:39+00:00","article_modified_time":"2014-09-12T14:34:57+00:00","og_image":[{"url":"https:\/\/blogs.bmj.com\/adc\/files\/2014\/02\/20140205-091454.jpg","type":"","width":"","height":""}],"author":"Bob Phillips","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Bob Phillips","Estimated reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/#article","isPartOf":{"@id":"https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/"},"author":{"name":"Bob Phillips","@id":"https:\/\/blogs.bmj.com\/adc\/#\/schema\/person\/9e94029681ecf36e73bbd1eb2be2ef94"},"headline":"StatsMiniBlog: Kappa","datePublished":"2014-07-16T20:40:39+00:00","dateModified":"2014-09-12T14:34:57+00:00","mainEntityOfPage":{"@id":"https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/"},"wordCount":214,"commentCount":0,"publisher":{"@id":"https:\/\/blogs.bmj.com\/adc\/#organization"},"image":{"@id":"https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/#primaryimage"},"thumbnailUrl":"https:\/\/blogs.bmj.com\/adc\/files\/2014\/02\/20140205-091454.jpg","articleSection":["archimedes"],"inLanguage":"en-GB","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/","url":"https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/","name":"StatsMiniBlog: Kappa - ADC Online Blog","isPartOf":{"@id":"https:\/\/blogs.bmj.com\/adc\/#website"},"primaryImageOfPage":{"@id":"https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/#primaryimage"},"image":{"@id":"https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/#primaryimage"},"thumbnailUrl":"https:\/\/blogs.bmj.com\/adc\/files\/2014\/02\/20140205-091454.jpg","datePublished":"2014-07-16T20:40:39+00:00","dateModified":"2014-09-12T14:34:57+00:00","breadcrumb":{"@id":"https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/"]}]},{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/#primaryimage","url":"https:\/\/blogs.bmj.com\/adc\/files\/2014\/02\/20140205-091454.jpg","contentUrl":"https:\/\/blogs.bmj.com\/adc\/files\/2014\/02\/20140205-091454.jpg","width":180,"height":76},{"@type":"BreadcrumbList","@id":"https:\/\/blogs.bmj.com\/adc\/2014\/07\/16\/statsminiblog-kappa\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/blogs.bmj.com\/adc\/"},{"@type":"ListItem","position":2,"name":"StatsMiniBlog: Kappa"}]},{"@type":"WebSite","@id":"https:\/\/blogs.bmj.com\/adc\/#website","url":"https:\/\/blogs.bmj.com\/adc\/","name":"ADC Online Blog","description":"Education, debate, and meandering thoughts on child health, using evidence and research.","publisher":{"@id":"https:\/\/blogs.bmj.com\/adc\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/blogs.bmj.com\/adc\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-GB"},{"@type":"Organization","@id":"https:\/\/blogs.bmj.com\/adc\/#organization","name":"ADC Online Blog","url":"https:\/\/blogs.bmj.com\/adc\/","logo":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/blogs.bmj.com\/adc\/#\/schema\/logo\/image\/","url":"https:\/\/blogs.bmj.com\/adc\/files\/2017\/10\/blog-logo-adc.png","contentUrl":"https:\/\/blogs.bmj.com\/adc\/files\/2017\/10\/blog-logo-adc.png","width":285,"height":34,"caption":"ADC Online Blog"},"image":{"@id":"https:\/\/blogs.bmj.com\/adc\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/blogs.bmj.com\/adc\/#\/schema\/person\/9e94029681ecf36e73bbd1eb2be2ef94","name":"Bob Phillips","image":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/secure.gravatar.com\/avatar\/9ce6165c429dd8d36e6532db799ebe58e6f9c614c44e05e60d553e4bac662441?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/9ce6165c429dd8d36e6532db799ebe58e6f9c614c44e05e60d553e4bac662441?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/9ce6165c429dd8d36e6532db799ebe58e6f9c614c44e05e60d553e4bac662441?s=96&d=mm&r=g","caption":"Bob Phillips"},"url":"https:\/\/blogs.bmj.com\/adc\/author\/bphillips\/"}]}},"_links":{"self":[{"href":"https:\/\/blogs.bmj.com\/adc\/wp-json\/wp\/v2\/posts\/957","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.bmj.com\/adc\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.bmj.com\/adc\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.bmj.com\/adc\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.bmj.com\/adc\/wp-json\/wp\/v2\/comments?post=957"}],"version-history":[{"count":0,"href":"https:\/\/blogs.bmj.com\/adc\/wp-json\/wp\/v2\/posts\/957\/revisions"}],"wp:attachment":[{"href":"https:\/\/blogs.bmj.com\/adc\/wp-json\/wp\/v2\/media?parent=957"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.bmj.com\/adc\/wp-json\/wp\/v2\/categories?post=957"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.bmj.com\/adc\/wp-json\/wp\/v2\/tags?post=957"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}