{"id":1538,"date":"2023-07-25T23:35:03","date_gmt":"2023-07-25T23:35:03","guid":{"rendered":"https:\/\/statorials.org\/tr\/sinif-ici-korelasyon-katsayisi-r\/"},"modified":"2023-07-25T23:35:03","modified_gmt":"2023-07-25T23:35:03","slug":"sinif-ici-korelasyon-katsayisi-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/sinif-ici-korelasyon-katsayisi-r\/","title":{"rendered":"R&#39;de s\u0131n\u0131f i\u00e7i korelasyon katsay\u0131s\u0131 nas\u0131l hesaplan\u0131r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u00d6\u011felerin veya konular\u0131n farkl\u0131 de\u011ferlendiriciler taraf\u0131ndan g\u00fcvenilir bir \u015fekilde derecelendirilip derecelendirilemeyece\u011fini belirlemek i\u00e7in <a href=\"https:\/\/statorials.org\/tr\/sinif-ici-korelasyon-katsayisi\/\" target=\"_blank\" rel=\"noopener\">s\u0131n\u0131f i\u00e7i korelasyon katsay\u0131s\u0131<\/a> (ICC) kullan\u0131l\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bir ICC&#8217;nin de\u011feri 0&#8217;dan 1&#8217;e kadar de\u011fi\u015febilir; 0, de\u011ferlendiriciler aras\u0131nda hi\u00e7bir <a href=\"https:\/\/statorials.org\/tr\/guvenilirlik-analizi\/\" target=\"_blank\" rel=\"noopener\">g\u00fcvenilirli\u011fin<\/a> olmad\u0131\u011f\u0131n\u0131, 1 ise m\u00fckemmel g\u00fcvenilirli\u011fi g\u00f6sterir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">R&#8217;de ICC&#8217;yi hesaplaman\u0131n en kolay yolu, a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanan <strong>irr<\/strong> paketindeki <strong>icc()<\/strong> i\u015flevini kullanmakt\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>icc (s\u0131n\u0131fland\u0131rmalar, model, tip, birim)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Alt\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>notlar:<\/strong> bir veritaban\u0131 veya notlar matrisi<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>model:<\/strong> Kullan\u0131lacak modelin t\u00fcr\u00fc. Se\u00e7enekler aras\u0131nda \u201ctek y\u00f6n\u201d veya \u201c\u00e7ift y\u00f6n\u201d yer al\u0131r<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>t\u00fcr:<\/strong> De\u011ferlendiriciler aras\u0131nda hesaplanacak ili\u015fkinin t\u00fcr\u00fc. Se\u00e7enekler \u201ctutarl\u0131l\u0131k\u201d veya \u201canla\u015fma\u201dy\u0131 i\u00e7erir<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>birim:<\/strong> analiz birimi. Se\u00e7enekler aras\u0131nda \u201cbasit\u201d veya \u201corta\u201d yer al\u0131r<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde bu \u00f6zelli\u011fin kullan\u0131m\u0131na ili\u015fkin pratik bir \u00f6rnek sunulmaktad\u0131r.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>1. Ad\u0131m: Verileri olu\u015fturun<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Diyelim ki d\u00f6rt farkl\u0131 j\u00fcriden 10 farkl\u0131 \u00fcniversiteye giri\u015f s\u0131nav\u0131n\u0131n kalitesini de\u011ferlendirmeleri isteniyor. J\u00fcrinin puanlar\u0131n\u0131 tutmak i\u00e7in a\u015fa\u011f\u0131daki veri \u00e7er\u00e7evesini olu\u015fturabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data<\/span>\ndata &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (A=c(1, 1, 3, 6, 6, 7, 8, 9, 8, 7),\n                   B=c(2, 3, 8, 4, 5, 5, 7, 9, 8, 8),\n                   C=c(0, 4, 1, 5, 5, 6, 6, 9, 8, 8),\n                   D=c(1, 2, 3, 3, 6, 4, 6, 8, 8, 9))\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Ad\u0131m 2: S\u0131n\u0131f i\u00e7i korelasyon katsay\u0131s\u0131n\u0131 hesaplay\u0131n<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">D\u00f6rt yarg\u0131c\u0131n giri\u015f s\u0131nav\u0131 i\u00e7in nitelikli yarg\u0131\u00e7lardan olu\u015fan bir pop\u00fclasyondan rastgele se\u00e7ildi\u011fini ve yarg\u0131\u00e7lar aras\u0131ndaki mutlak anla\u015fmay\u0131 \u00f6l\u00e7mek istedi\u011fimizi ve \u00f6l\u00e7\u00fcm\u00fcm\u00fcz\u00fcn temeli olarak puanlar\u0131 yaln\u0131zca bir de\u011ferlendiricinin bak\u0131\u015f a\u00e7\u0131s\u0131ndan kullanmak istedi\u011fimizi varsayal\u0131m.<\/span><\/p>\n<p> <span style=\"color: #000000;\">De\u011ferlendiriciler aras\u0131ndaki ili\u015fki <strong>olarak mutlak anla\u015fmay\u0131<\/strong> ve ilgi birimi olarak <strong>tek<\/strong> birimi kullanarak <strong>iki y\u00f6nl\u00fc bir modele<\/strong> uymak i\u00e7in R&#8217;de a\u015fa\u011f\u0131daki kodu kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load the interrater reliability package<\/span>\n<span style=\"color: #993300;\">library<\/span> (irr)\n\n<span style=\"color: #008080;\">#define data\n<\/span>data &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (A=c(1, 1, 3, 6, 6, 7, 8, 9, 8, 7),\n                   B=c(2, 3, 8, 4, 5, 5, 7, 9, 8, 8),\n                   C=c(0, 4, 1, 5, 5, 6, 6, 9, 8, 8),\n                   D=c(1, 2, 3, 3, 6, 4, 6, 8, 8, 9))\n\n<span style=\"color: #008080;\">#calculate ICC\n<\/span>icc(data, model = \" <span style=\"color: #008000;\">twoway<\/span> \", type = \" <span style=\"color: #008000;\">agreement<\/span> \", unit = \" <span style=\"color: #008000;\">single<\/span> \")\n\n   Model: twoway \n   Type: agreement \n\n   Subjects = 10 \n     Failures = 4 \n   ICC(A,1) = 0.782\n\n F-Test, H0: r0 = 0; H1: r0 &gt; 0 \n    F(9.30) = 15.3, p = 5.93e-09 \n\n 95%-Confidence Interval for ICC Population Values:\n  0.554 &lt; ICC &lt; 0.931<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">S\u0131n\u0131f i\u00e7i korelasyon katsay\u0131s\u0131 (ICC) <strong>0,782<\/strong> olarak bulunmu\u015ftur.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/27330520\/\" target=\"_blank\" rel=\"noopener\">Koo ve Li&#8217;ye<\/a> g\u00f6re s\u0131n\u0131f i\u00e7i korelasyon katsay\u0131s\u0131n\u0131n de\u011ferinin nas\u0131l yorumlanaca\u011f\u0131 a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>0,50&#8217;den az:<\/strong> zay\u0131f g\u00fcvenilirlik<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>0,5 ile 0,75 aras\u0131nda:<\/strong> Orta d\u00fczeyde g\u00fcvenilirlik<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>0,75 ile 0,9 aras\u0131nda:<\/strong> \u0130yi g\u00fcvenilirlik<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>0,9&#8217;dan b\u00fcy\u00fck:<\/strong> M\u00fckemmel g\u00fcvenilirlik<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Dolay\u0131s\u0131yla, <strong>0,782&#8217;lik<\/strong> bir ICC&#8217;nin, s\u0131navlar\u0131n farkl\u0131 de\u011ferlendiriciler taraf\u0131ndan &#8220;iyi&#8221; g\u00fcvenilirlikle puanlanabilece\u011fini g\u00f6sterdi\u011fi sonucuna varabiliriz.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>ICC&#8217;nin hesaplanmas\u0131na ili\u015fkin bir not<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00fc\u00e7 fakt\u00f6re ba\u011fl\u0131 olarak hesaplanabilecek bir ICC&#8217;nin birka\u00e7 farkl\u0131 versiyonu vard\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>Model:<\/strong> tek y\u00f6nl\u00fc rastgele etkiler, iki y\u00f6nl\u00fc rastgele etkiler veya iki y\u00f6nl\u00fc kar\u0131\u015f\u0131k etkiler<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u0130li\u015fki t\u00fcr\u00fc:<\/strong> tutarl\u0131l\u0131k veya mutlak anla\u015fma<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Birim:<\/strong> tek de\u011ferlendirici veya de\u011ferlendiricilerin ortalamas\u0131<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u00d6nceki \u00f6rnekte hesaplad\u0131\u011f\u0131m\u0131z ICC a\u015fa\u011f\u0131daki varsay\u0131mlar\u0131 kulland\u0131:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>Model:<\/strong> iki y\u00f6nl\u00fc rastgele etkiler<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u0130li\u015fki t\u00fcr\u00fc:<\/strong> Mutlak anla\u015fma<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Birim:<\/strong> Tek De\u011ferlendirici<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu varsay\u0131mlar\u0131n ayr\u0131nt\u0131l\u0131 bir a\u00e7\u0131klamas\u0131 i\u00e7in l\u00fctfen <a href=\"https:\/\/statorials.org\/tr\/sinif-ici-korelasyon-katsayisi\/\" target=\"_blank\" rel=\"noopener\">bu makaleye<\/a> bak\u0131n.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00d6\u011felerin veya konular\u0131n farkl\u0131 de\u011ferlendiriciler taraf\u0131ndan g\u00fcvenilir bir \u015fekilde derecelendirilip derecelendirilemeyece\u011fini belirlemek i\u00e7in s\u0131n\u0131f i\u00e7i korelasyon katsay\u0131s\u0131 (ICC) kullan\u0131l\u0131r. Bir ICC&#8217;nin de\u011feri 0&#8217;dan 1&#8217;e kadar de\u011fi\u015febilir; 0, de\u011ferlendiriciler aras\u0131nda hi\u00e7bir g\u00fcvenilirli\u011fin olmad\u0131\u011f\u0131n\u0131, 1 ise m\u00fckemmel g\u00fcvenilirli\u011fi g\u00f6sterir. R&#8217;de ICC&#8217;yi hesaplaman\u0131n en kolay yolu, a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanan irr paketindeki icc() i\u015flevini kullanmakt\u0131r: icc (s\u0131n\u0131fland\u0131rmalar, model, tip, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-1538","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R&#039;de s\u0131n\u0131f i\u00e7i korelasyon katsay\u0131s\u0131 nas\u0131l hesaplan\u0131r<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde R&#039;de s\u0131n\u0131f i\u00e7i korelasyon katsay\u0131s\u0131n\u0131n nas\u0131l hesaplanaca\u011f\u0131 \u00e7e\u015fitli \u00f6rneklerle 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