{"id":729906,"date":"2018-06-08T06:27:30","date_gmt":"2018-06-08T06:27:30","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/"},"modified":"2018-06-08T06:27:30","modified_gmt":"2018-06-08T06:27:30","slug":"nominal-ve-ordinal-olcek-aradaki-fark-nedir","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/","title":{"rendered":"Nominal ve Ordinal \u00d6l\u00e7ek: Aradaki Fark Nedir?"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Nominal \u00d6l\u00e7ek<\/span><span style=\"font-weight: 400;\"> ve <\/span><span style=\"font-weight: 400;\">S\u0131ral\u0131 \u00d6l\u00e7ek<\/span><span style=\"font-weight: 400;\"> d\u00f6rt tanesinden ikisi <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/nominal-ordinal-interval-ratio\/\"><br \/>\n  <span style=\"font-weight: 400;\">de\u011fi\u015fken \u00f6l\u00e7\u00fcm \u00f6l\u00e7ekleri<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">. Bu \u00f6l\u00e7\u00fcm \u00f6l\u00e7eklerinin her ikisi de  <\/span><a href=\"https:\/\/www.questionpro.com\/survey-templates\/\"><span style=\"font-weight: 400;\">anketler\/anketler<\/span><\/a><span style=\"font-weight: 400;\">anketler ve bunlar\u0131n m\u00fcteakip istatistiksel analizleri. Nominal ve Ordinal \u00f6l\u00e7ek aras\u0131ndaki fark, her birinin sundu\u011fu ayr\u0131nt\u0131lar ve bilgiler nedeniyle <a href=\"https:\/\/www.questionpro.com\/market-research.html\">pazar ara\u015ft\u0131rmas\u0131 analiz<\/a> y\u00f6ntemleri \u00fczerinde b\u00fcy\u00fck bir etkiye sahiptir.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.questionpro.com\/blog\/nominal-scale\/\">Nominal \u00d6l\u00e7ek<\/a>, &#8220;isimlerle ilgili&#8221; anlam\u0131na gelen Latince &#8220;nomalis&#8221; kelimesinden t\u00fcretilmi\u015ftir ve genellikle kategorileri belirtmek i\u00e7in kullan\u0131l\u0131r. Bu kategoriler, toplanan verilerin analizi i\u00e7in ayr\u0131lm\u0131\u015f kar\u015f\u0131l\u0131k gelen numaralara sahiptir. \u00d6rne\u011fin, bir ki\u015finin cinsiyeti, etnik k\u00f6keni, sa\u00e7 rengi vb. nominal bir \u00f6l\u00e7ek i\u00e7in veri olarak kabul edilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.questionpro.com\/blog\/ordinal-scale\/\">Ordinal \u00d6l\u00e7ek<\/a> ise bilgilerin belirli bir s\u0131raya g\u00f6re, yani birbirleriyle kar\u015f\u0131la\u015ft\u0131rmal\u0131 olarak d\u00fczenlenmesini ve her bir parametrenin (de\u011fi\u015fkenin) &#8220;s\u0131ralanmas\u0131n\u0131&#8221; i\u00e7erir. \u00d6rne\u011fin, bir m\u00fc\u015fteri bir perakende sat\u0131\u015f noktas\u0131ndan al\u0131\u015fveri\u015f yapt\u0131ktan sonra, kendisinden bir kiosk anketi doldurmas\u0131 istenir: &#8220;1-5 aras\u0131 bir \u00f6l\u00e7ekte, al\u0131\u015fveri\u015f deneyiminiz nas\u0131ld\u0131?&#8221; &#8211;  <\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">1 son derece yetersiz, 2 yetersiz, 3 n\u00f6tr, 4 tatmin edici ve 5 son derece tatmin edici oldu\u011funu g\u00f6stermektedir.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">  Burada, toplanan veriler s\u0131ral\u0131 \u00f6l\u00e7ekte olacakt\u0131r, \u00e7\u00fcnk\u00fc her bir cevap se\u00e7ene\u011fiyle ili\u015fkili bir s\u0131ra vard\u0131r, yani 2, 4&#8217;ten d\u00fc\u015f\u00fckt\u00fcr ve 4, 5&#8217;ten d\u00fc\u015f\u00fckt\u00fcr.  <\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Ancak, ordinal \u00f6l\u00e7ekte, 4 (tatmin edici) ve 2 (tatmin edici de\u011fil) aras\u0131ndaki fark\u0131n 5 (son derece tatmin edici) ve 3 (n\u00f6tr) aras\u0131ndaki farkla ayn\u0131 olmas\u0131 zorunlu de\u011fildir, \u00e7\u00fcnk\u00fc say\u0131 niceliksel \u00f6l\u00e7\u00fcm i\u00e7in de\u011fil, sadece etiketleme ama\u00e7l\u0131d\u0131r.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Her istatistik\u00e7i bu fark\u0131 tam olarak di\u011fer iki de\u011fi\u015fken \u00f6l\u00e7e\u011fi gibi de\u011ferlendirmelidir, yani <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/interval-scale\/\"><br \/>\n  <span style=\"font-weight: 400;\">Aral\u0131k <\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">ve <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/ratio-scale\/\"><br \/>\n  <span style=\"font-weight: 400;\">Oran<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> a\u00e7\u0131k\u00e7a hesaplan\u0131r. <\/span>Nominal ve Ordinal \u00f6l\u00e7ekler hakk\u0131ndaki tart\u0131\u015fmaya ge\u00e7meden \u00f6nce, burada Nominal ve Ordinal \u00f6l\u00e7\u00fcm seviyelerinin k\u0131sa bir a\u00e7\u0131klamas\u0131 yer almaktad\u0131r<\/p>\n<p><b>Nominal \u00d6l\u00e7\u00fcm Seviyesi:  <\/b><span style=\"font-weight: 400;\">Nominal \u00f6l\u00e7\u00fcm seviyesinde, de\u011fi\u015fkenler isimleriyle ay\u0131rt edilir. Bu de\u011fi\u015fkenlerin kendileriyle ili\u015fkili bir s\u0131ras\u0131 veya hiyerar\u015fisi yoktur.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0130simlerle ili\u015fkilendirilen say\u0131lar, kendileriyle ba\u011flant\u0131l\u0131 hi\u00e7bir matematiksel y\u00f6n\u00fc olmayan etiketlerden ibarettir. Bu de\u011fi\u015fkenler tan\u0131mlay\u0131c\u0131 niteliktedir. \u0130statistik a\u00e7\u0131s\u0131ndan nominal \u00f6l\u00e7ek, anla\u015f\u0131lmas\u0131 ve uygulanmas\u0131 en kolay \u00f6l\u00e7ektir. Bu de\u011fi\u015fkenler Erkek\/Kad\u0131n, Evet\/Hay\u0131r gibi en az iki b\u00f6l\u00fcme sahiptir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu \u00f6l\u00e7e\u011fin say\u0131sal bir de\u011feri yoktur, \u00f6rne\u011fin &#8211; cinsiyet, etnik k\u00f6ken, \u0131rk vb.  <\/span><\/p>\n<p><b>Ordinal \u00d6l\u00e7\u00fcm D\u00fczeyi:  <\/b><span style=\"font-weight: 400;\">S\u0131ral\u0131 \u00f6l\u00e7\u00fcm d\u00fczeyinde, de\u011fi\u015fkenlerin s\u0131ras\u0131 kritik \u00f6nem ta\u015f\u0131r. Bu de\u011fi\u015fkenler aras\u0131ndaki fark belirlenmemi\u015ftir ve bu \u00f6l\u00e7\u00fcm \u00f6l\u00e7e\u011finin ayr\u0131lmaz bir par\u00e7as\u0131 de\u011fildir.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">De\u011fi\u015fkenler tan\u0131mlanm\u0131\u015f ve tan\u0131mlanan bu de\u011fi\u015fkenlerin her birine bir de\u011fer atanarak a\u00e7\u0131klanm\u0131\u015ft\u0131r. \u0130\u00e7inde  <\/span><a href=\"https:\/\/www.questionpro.com\/market-research.html\"><br \/>\n  <span style=\"font-weight: 400;\">pazar ara\u015ft\u0131rmas\u0131<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">s\u0131ral\u0131 \u00f6l\u00e7ekler g\u00f6receli alg\u0131lar\u0131, se\u00e7imleri ve geri bildirimleri analiz etmek i\u00e7in kullan\u0131l\u0131r, yani pazarlamac\u0131lar m\u00fc\u015fteri memnuniyetinin veya mutlulu\u011funun derecesini de\u011ferlendirebilir, haber b\u00fcltenlerinin daha s\u0131k \u00e7\u0131k\u0131p \u00e7\u0131kmamas\u0131 gerekti\u011fini anlayabilir vb. <\/span> <\/p>\n<p>&nbsp;<\/p>\n<h2>Nominal ve Ordinal \u00d6l\u00e7ekler: Farkl\u0131l\u0131k Noktalar\u0131<\/h2>\n<p><span style=\"font-weight: 400;\">Herhangi bir i\u015fletmede, farkl\u0131 \u00f6l\u00e7\u00fcm de\u011fi\u015fkenlerinin bilinmesi, i\u015fletme sahiplerinin iyi bilgilendirilmi\u015f ve istatistiksel kararlar almas\u0131na olanak tan\u0131d\u0131\u011f\u0131 i\u00e7in bir \u00f6n ko\u015fuldur. Her \u00f6l\u00e7\u00fcm \u00f6l\u00e7e\u011fi benzersiz bir ayr\u0131nt\u0131 derecesi sunar, \u00f6rne\u011fin Nominal \u00f6l\u00e7ek temel ayr\u0131nt\u0131 sunar ve Oran maksimum ayr\u0131nt\u0131 sunar.  <\/span><\/p>\n<table class=\"table-border\">\n<tbody>\n<tr>\n<td width=\"20%\"><b>Fakt\u00f6rler  <\/b><\/td>\n<td width=\"40%\"><b>Nominal \u00d6l\u00e7ek<\/b><\/td>\n<td width=\"40%\"><b>S\u0131ral\u0131 \u00d6l\u00e7ek<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">A\u00e7\u0131klama<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Bu \u00f6l\u00e7e\u011fin de\u011fi\u015fkenleri, isimlendirilmeleri ile ay\u0131rt edilir ve ba\u015fka hi\u00e7bir fakt\u00f6r yoktur.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">De\u011fi\u015fkenlerin nominal \u00f6l\u00e7ekte yer ald\u0131\u011f\u0131 z\u0131mni bir s\u0131ra yoktur<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Bu de\u011fi\u015fkenler aras\u0131nda do\u011fal olarak olu\u015fan bir d\u00fczen mevcuttur ancak de\u011fi\u015fkenler aras\u0131ndaki fark bilinmemektedir.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu \u00f6l\u00e7ekte iki de\u011fi\u015fken aras\u0131ndaki fark\u0131n de\u011feri hesaplanamaz. \u00d6rne\u011fin, beden s\u0131ralamas\u0131 k\u00fc\u00e7\u00fck, orta, b\u00fcy\u00fck, ekstra b\u00fcy\u00fck \u015feklindedir. Ama K\u00fc\u00e7\u00fck &#8211; Orta \u2260 B\u00fcy\u00fck &#8211; Ekstra B\u00fcy\u00fck.  <\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Niceliksel De\u011fer Derecesi<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Bu \u00f6l\u00e7ekteki de\u011fi\u015fkenlerle ili\u015fkili herhangi bir nicel de\u011fer bulunmamaktad\u0131r. Bunun yerine, niteliksel bir \u00f6l\u00e7\u00fcm \u00f6l\u00e7e\u011fidir.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Nicel de\u011ferler s\u0131ral\u0131 de\u011fi\u015fkenlerle ba\u011flant\u0131l\u0131d\u0131r ancak bu de\u011fi\u015fkenler \u00fczerinde aritmetik de\u011ferlendirme yap\u0131lamaz.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400; hyphens: none; word-wrap: normal;\">Temel Farkl\u0131la\u015ft\u0131r\u0131c\u0131lar<\/span><\/td>\n<td>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Bu de\u011fi\u015fkenler s\u0131ralanamaz.  <\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Bu \u00f6l\u00e7e\u011fin de\u011fi\u015fkenleri birbirinden farkl\u0131d\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Nominal veriler \u00f6l\u00e7\u00fclebilir de\u011fildir.  <\/span><\/li>\n<\/ul>\n<\/td>\n<td>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Bu \u00f6l\u00e7e\u011fin de\u011fi\u015fkenlerine say\u0131lar atanm\u0131\u015ft\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Bu de\u011fi\u015fkenler \u00fczerinde hi\u00e7bir aritmetik hesaplama yap\u0131lamaz.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">De\u011fi\u015fkenler aras\u0131ndaki fark hesaplanamaz.<\/span><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\u00d6rnekler<\/span><\/td>\n<td>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Cinsiyet (Erkek, Kad\u0131n)<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Medeni Durum (Evli, Bo\u015fanm\u0131\u015f, Bekar, Dul vb.)<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Din (Hristiyan, Yahudi, M\u00fcsl\u00fcman)  <\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Irk (K\u0131z\u0131lderili, G\u00fcneydo\u011fu Asyal\u0131 vb.)<\/span><\/li>\n<\/ul>\n<\/td>\n<td>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Bir s\u0131n\u0131f testindeki s\u0131ralama (birinci, ikinci veya \u00fc\u00e7\u00fcnc\u00fc)  <\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">M\u00fc\u015fteri memnuniyeti derecelendirmeleri (0-10 aras\u0131 bir \u00f6l\u00e7ekte)<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Sosyo-ekonomik durum<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">M\u00fc\u015fteri memnuniyet dereceleri (\u00c7ok memnun, memnun, n\u00f6tr, memnun de\u011fil, \u00e7ok memnun de\u011fil)<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">E\u011fitim yeterlili\u011fi<\/span><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>Nominal \u00d6l\u00e7ek ve S\u0131ral\u0131 \u00d6l\u00e7ek d\u00f6rt tanesinden ikisi de\u011fi\u015fken \u00f6l\u00e7\u00fcm \u00f6l\u00e7ekleri . Bu \u00f6l\u00e7\u00fcm \u00f6l\u00e7eklerinin her ikisi de anketler\/anketleranketler ve [&hellip;]<\/p>\n","protected":false},"author":86,"featured_media":614854,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[1114],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Nominal ve Ordinal \u00d6l\u00e7ek: Aradaki Fark Nedir? | QuestionPro<\/title>\n<meta name=\"description\" content=\"Nominal ve ordinal \u00f6l\u00e7ek aras\u0131nda \u00f6nemli bir fark vard\u0131r ve bu fark\u0131 anlamak do\u011fru ara\u015ft\u0131rma verilerini elde etmek i\u00e7in \u00e7ok \u00f6nemlidir. Nominal \u00f6l\u00e7ek de\u011fi\u015fkenleri adland\u0131rmak i\u00e7in kullan\u0131l\u0131r ve Ordinal \u00f6l\u00e7ek de\u011fi\u015fkenlerin s\u0131ras\u0131 hakk\u0131nda bilgi sa\u011flar. Bu \u00f6l\u00e7\u00fcm \u00f6l\u00e7eklerinin her ikisi de anketler\/anketler, kamuoyu yoklamalar\u0131 ve bunlar\u0131n m\u00fcteakip istatistiksel analizlerinde \u00f6nem ta\u015f\u0131maktad\u0131r. Her istatistik\u00e7i nominal ve ordinali, di\u011fer iki de\u011fi\u015fken \u00f6l\u00e7e\u011fi, yani Aral\u0131k ve Oran a\u00e7\u0131k\u00e7a hesapland\u0131\u011f\u0131 i\u00e7in tam olarak de\u011ferlendirmelidir.\" \/>\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.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Nominal ve Ordinal \u00d6l\u00e7ek: Aradaki Fark Nedir? | QuestionPro\" \/>\n<meta property=\"og:description\" content=\"Nominal ve ordinal \u00f6l\u00e7ek aras\u0131nda \u00f6nemli bir fark vard\u0131r ve bu fark\u0131 anlamak do\u011fru ara\u015ft\u0131rma verilerini elde etmek i\u00e7in \u00e7ok \u00f6nemlidir. Nominal \u00f6l\u00e7ek de\u011fi\u015fkenleri adland\u0131rmak i\u00e7in kullan\u0131l\u0131r ve Ordinal \u00f6l\u00e7ek de\u011fi\u015fkenlerin s\u0131ras\u0131 hakk\u0131nda bilgi sa\u011flar. Bu \u00f6l\u00e7\u00fcm \u00f6l\u00e7eklerinin her ikisi de anketler\/anketler, kamuoyu yoklamalar\u0131 ve bunlar\u0131n m\u00fcteakip istatistiksel analizlerinde \u00f6nem ta\u015f\u0131maktad\u0131r. Her istatistik\u00e7i nominal ve ordinali, di\u011fer iki de\u011fi\u015fken \u00f6l\u00e7e\u011fi, yani Aral\u0131k ve Oran a\u00e7\u0131k\u00e7a hesapland\u0131\u011f\u0131 i\u00e7in tam olarak de\u011ferlendirmelidir.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/\" \/>\n<meta property=\"og:site_name\" content=\"QuestionPro\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/questionpro\" \/>\n<meta property=\"article:published_time\" content=\"2018-06-08T06:27:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2018\/06\/Nominal-Vs.-Ordinal-scale_V01.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"843\" \/>\n\t<meta property=\"og:image:height\" content=\"504\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Adi Bhat\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@questionpro\" \/>\n<meta name=\"twitter:site\" content=\"@questionpro\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Adi Bhat\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/\"},\"author\":{\"name\":\"Adi Bhat\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/person\/6240dce6e1901b1a6c7f3dbd3e22567f\"},\"headline\":\"Nominal ve Ordinal \u00d6l\u00e7ek: Aradaki Fark Nedir?\",\"datePublished\":\"2018-06-08T06:27:30+00:00\",\"dateModified\":\"2018-06-08T06:27:30+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/\"},\"wordCount\":933,\"publisher\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#organization\"},\"articleSection\":[\"Pazar Ara\u015ft\u0131rmas\u0131\"],\"inLanguage\":\"tr\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/\",\"url\":\"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/\",\"name\":\"Nominal ve Ordinal \u00d6l\u00e7ek: Aradaki Fark Nedir? | QuestionPro\",\"isPartOf\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#website\"},\"datePublished\":\"2018-06-08T06:27:30+00:00\",\"dateModified\":\"2018-06-08T06:27:30+00:00\",\"description\":\"Nominal ve ordinal \u00f6l\u00e7ek aras\u0131nda \u00f6nemli bir fark vard\u0131r ve bu fark\u0131 anlamak do\u011fru ara\u015ft\u0131rma verilerini elde etmek i\u00e7in \u00e7ok \u00f6nemlidir. Nominal \u00f6l\u00e7ek de\u011fi\u015fkenleri adland\u0131rmak i\u00e7in kullan\u0131l\u0131r ve Ordinal \u00f6l\u00e7ek de\u011fi\u015fkenlerin s\u0131ras\u0131 hakk\u0131nda bilgi sa\u011flar. Bu \u00f6l\u00e7\u00fcm \u00f6l\u00e7eklerinin her ikisi de anketler\/anketler, kamuoyu yoklamalar\u0131 ve bunlar\u0131n m\u00fcteakip istatistiksel analizlerinde \u00f6nem ta\u015f\u0131maktad\u0131r. Her istatistik\u00e7i nominal ve ordinali, di\u011fer iki de\u011fi\u015fken \u00f6l\u00e7e\u011fi, yani Aral\u0131k ve Oran a\u00e7\u0131k\u00e7a hesapland\u0131\u011f\u0131 i\u00e7in tam olarak de\u011ferlendirmelidir.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/www.questionpro.com\/blog\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pazar Ara\u015ft\u0131rmas\u0131\",\"item\":\"https:\/\/www.questionpro.com\/blog\/tr\/category\/pazar-arastirmasi-tr\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Nominal ve Ordinal \u00d6l\u00e7ek: Aradaki Fark Nedir?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#website\",\"url\":\"https:\/\/www.questionpro.com\/blog\/tr\/\",\"name\":\"QuestionPro\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.questionpro.com\/blog\/tr\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"tr\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#organization\",\"name\":\"QuestionPro\",\"url\":\"https:\/\/www.questionpro.com\/blog\/tr\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg\",\"contentUrl\":\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg\",\"caption\":\"QuestionPro\"},\"image\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/questionpro\",\"https:\/\/twitter.com\/questionpro\",\"https:\/\/www.linkedin.com\/company\/questionpro\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/person\/6240dce6e1901b1a6c7f3dbd3e22567f\",\"name\":\"Adi Bhat\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/33be79da19de28bbea9b5a059532a027?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/33be79da19de28bbea9b5a059532a027?s=96&d=mm&r=g\",\"caption\":\"Adi Bhat\"},\"description\":\"Aditya Bhat, a.k.a. \u2018Adi\u2019, is a thought leader in market strategy and business development. He leads QuestionPro's sales teams to partner with companies, government organizations, and nonprofit institution.\",\"sameAs\":[\"https:\/\/www.questionpro.com\/\"],\"url\":\"https:\/\/www.questionpro.com\/blog\/tr\/author\/adityabhat\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Nominal ve Ordinal \u00d6l\u00e7ek: Aradaki Fark Nedir? | QuestionPro","description":"Nominal ve ordinal \u00f6l\u00e7ek aras\u0131nda \u00f6nemli bir fark vard\u0131r ve bu fark\u0131 anlamak do\u011fru ara\u015ft\u0131rma verilerini elde etmek i\u00e7in \u00e7ok \u00f6nemlidir. Nominal \u00f6l\u00e7ek de\u011fi\u015fkenleri adland\u0131rmak i\u00e7in kullan\u0131l\u0131r ve Ordinal \u00f6l\u00e7ek de\u011fi\u015fkenlerin s\u0131ras\u0131 hakk\u0131nda bilgi sa\u011flar. Bu \u00f6l\u00e7\u00fcm \u00f6l\u00e7eklerinin her ikisi de anketler\/anketler, kamuoyu yoklamalar\u0131 ve bunlar\u0131n m\u00fcteakip istatistiksel analizlerinde \u00f6nem ta\u015f\u0131maktad\u0131r. Her istatistik\u00e7i nominal ve ordinali, di\u011fer iki de\u011fi\u015fken \u00f6l\u00e7e\u011fi, yani Aral\u0131k ve Oran a\u00e7\u0131k\u00e7a hesapland\u0131\u011f\u0131 i\u00e7in tam olarak de\u011ferlendirmelidir.","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:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/","og_locale":"tr_TR","og_type":"article","og_title":"Nominal ve Ordinal \u00d6l\u00e7ek: Aradaki Fark Nedir? | QuestionPro","og_description":"Nominal ve ordinal \u00f6l\u00e7ek aras\u0131nda \u00f6nemli bir fark vard\u0131r ve bu fark\u0131 anlamak do\u011fru ara\u015ft\u0131rma verilerini elde etmek i\u00e7in \u00e7ok \u00f6nemlidir. Nominal \u00f6l\u00e7ek de\u011fi\u015fkenleri adland\u0131rmak i\u00e7in kullan\u0131l\u0131r ve Ordinal \u00f6l\u00e7ek de\u011fi\u015fkenlerin s\u0131ras\u0131 hakk\u0131nda bilgi sa\u011flar. Bu \u00f6l\u00e7\u00fcm \u00f6l\u00e7eklerinin her ikisi de anketler\/anketler, kamuoyu yoklamalar\u0131 ve bunlar\u0131n m\u00fcteakip istatistiksel analizlerinde \u00f6nem ta\u015f\u0131maktad\u0131r. Her istatistik\u00e7i nominal ve ordinali, di\u011fer iki de\u011fi\u015fken \u00f6l\u00e7e\u011fi, yani Aral\u0131k ve Oran a\u00e7\u0131k\u00e7a hesapland\u0131\u011f\u0131 i\u00e7in tam olarak de\u011ferlendirmelidir.","og_url":"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/","og_site_name":"QuestionPro","article_publisher":"https:\/\/www.facebook.com\/questionpro","article_published_time":"2018-06-08T06:27:30+00:00","og_image":[{"width":843,"height":504,"url":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2018\/06\/Nominal-Vs.-Ordinal-scale_V01.jpg","type":"image\/jpeg"}],"author":"Adi Bhat","twitter_card":"summary_large_image","twitter_creator":"@questionpro","twitter_site":"@questionpro","twitter_misc":{"Yazan:":"Adi Bhat","Tahmini okuma s\u00fcresi":"5 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/#article","isPartOf":{"@id":"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/"},"author":{"name":"Adi Bhat","@id":"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/person\/6240dce6e1901b1a6c7f3dbd3e22567f"},"headline":"Nominal ve Ordinal \u00d6l\u00e7ek: Aradaki Fark Nedir?","datePublished":"2018-06-08T06:27:30+00:00","dateModified":"2018-06-08T06:27:30+00:00","mainEntityOfPage":{"@id":"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/"},"wordCount":933,"publisher":{"@id":"https:\/\/www.questionpro.com\/blog\/tr\/#organization"},"articleSection":["Pazar Ara\u015ft\u0131rmas\u0131"],"inLanguage":"tr"},{"@type":"WebPage","@id":"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/","url":"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/","name":"Nominal ve Ordinal \u00d6l\u00e7ek: Aradaki Fark Nedir? | QuestionPro","isPartOf":{"@id":"https:\/\/www.questionpro.com\/blog\/tr\/#website"},"datePublished":"2018-06-08T06:27:30+00:00","dateModified":"2018-06-08T06:27:30+00:00","description":"Nominal ve ordinal \u00f6l\u00e7ek aras\u0131nda \u00f6nemli bir fark vard\u0131r ve bu fark\u0131 anlamak do\u011fru ara\u015ft\u0131rma verilerini elde etmek i\u00e7in \u00e7ok \u00f6nemlidir. Nominal \u00f6l\u00e7ek de\u011fi\u015fkenleri adland\u0131rmak i\u00e7in kullan\u0131l\u0131r ve Ordinal \u00f6l\u00e7ek de\u011fi\u015fkenlerin s\u0131ras\u0131 hakk\u0131nda bilgi sa\u011flar. Bu \u00f6l\u00e7\u00fcm \u00f6l\u00e7eklerinin her ikisi de anketler\/anketler, kamuoyu yoklamalar\u0131 ve bunlar\u0131n m\u00fcteakip istatistiksel analizlerinde \u00f6nem ta\u015f\u0131maktad\u0131r. Her istatistik\u00e7i nominal ve ordinali, di\u011fer iki de\u011fi\u015fken \u00f6l\u00e7e\u011fi, yani Aral\u0131k ve Oran a\u00e7\u0131k\u00e7a hesapland\u0131\u011f\u0131 i\u00e7in tam olarak de\u011ferlendirmelidir.","breadcrumb":{"@id":"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.questionpro.com\/blog\/tr\/nominal-ve-ordinal-olcek-aradaki-fark-nedir\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Ev","item":"https:\/\/www.questionpro.com\/blog\/tr\/"},{"@type":"ListItem","position":2,"name":"Pazar Ara\u015ft\u0131rmas\u0131","item":"https:\/\/www.questionpro.com\/blog\/tr\/category\/pazar-arastirmasi-tr\/"},{"@type":"ListItem","position":3,"name":"Nominal ve Ordinal \u00d6l\u00e7ek: Aradaki Fark Nedir?"}]},{"@type":"WebSite","@id":"https:\/\/www.questionpro.com\/blog\/tr\/#website","url":"https:\/\/www.questionpro.com\/blog\/tr\/","name":"QuestionPro","description":"","publisher":{"@id":"https:\/\/www.questionpro.com\/blog\/tr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.questionpro.com\/blog\/tr\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"tr"},{"@type":"Organization","@id":"https:\/\/www.questionpro.com\/blog\/tr\/#organization","name":"QuestionPro","url":"https:\/\/www.questionpro.com\/blog\/tr\/","logo":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/logo\/image\/","url":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg","contentUrl":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg","caption":"QuestionPro"},"image":{"@id":"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/questionpro","https:\/\/twitter.com\/questionpro","https:\/\/www.linkedin.com\/company\/questionpro\/"]},{"@type":"Person","@id":"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/person\/6240dce6e1901b1a6c7f3dbd3e22567f","name":"Adi Bhat","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/33be79da19de28bbea9b5a059532a027?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/33be79da19de28bbea9b5a059532a027?s=96&d=mm&r=g","caption":"Adi Bhat"},"description":"Aditya Bhat, a.k.a. \u2018Adi\u2019, is a thought leader in market strategy and business development. He leads QuestionPro's sales teams to partner with companies, government organizations, and nonprofit institution.","sameAs":["https:\/\/www.questionpro.com\/"],"url":"https:\/\/www.questionpro.com\/blog\/tr\/author\/adityabhat\/"}]}},"featured_image_src":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2018\/06\/Nominal-Vs.-Ordinal-scale_V01.jpg","featured_image_src_square":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2018\/06\/Nominal-Vs.-Ordinal-scale_V01.jpg","author_info":{"display_name":"Adi Bhat","author_link":"https:\/\/www.questionpro.com\/blog\/tr\/author\/adityabhat\/"},"_links":{"self":[{"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/posts\/729906"}],"collection":[{"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/users\/86"}],"replies":[{"embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/comments?post=729906"}],"version-history":[{"count":0,"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/posts\/729906\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/media\/614854"}],"wp:attachment":[{"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/media?parent=729906"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/categories?post=729906"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/tags?post=729906"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}