

{"id":794779,"date":"2018-06-06T23:34:08","date_gmt":"2018-06-07T06:34:08","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/korelasyonel-arastirma-orneklerle-nedir\/"},"modified":"2018-06-06T23:34:08","modified_gmt":"2018-06-06T23:34:08","slug":"korelasyonel-arastirma-orneklerle-nedir","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/tr\/korelasyonel-arastirma-orneklerle-nedir\/","title":{"rendered":"Korelasyonel Ara\u015ft\u0131rma: \u00d6rneklerle Nedir"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Zihinlerimiz harika \u015feyler yapabilir. \u00d6rne\u011fin, bir pizza kamyonunun jingle&#8217;\u0131n\u0131 ezberleyebilir. Ne kadar y\u00fcksek sesle \u00e7alarsa, pizza kamyonu bize o kadar yak\u0131n olur. Bunu bize kim \u00f6\u011fretti? Hi\u00e7 kimse! Anlay\u0131\u015f\u0131m\u0131za g\u00fcvendik ve bir sonuca vard\u0131k. Orada durmayaca\u011f\u0131z, de\u011fil mi? B\u00f6lgede birden fazla pizza kamyonu varsa ve her birinin farkl\u0131 bir jingle&#8217;\u0131 varsa, hepsini ezberler ve jingle&#8217;\u0131 pizza kamyonuyla ili\u015fkilendiririz.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Korelasyonel ara\u015ft\u0131rma tam olarak budur, iki de\u011fi\u015fken aras\u0131nda, bu \u00f6rnekte &#8220;jingle&#8221; ve &#8220;kamyonun uzakl\u0131\u011f\u0131&#8221; aras\u0131nda bir ili\u015fki kurmakt\u0131r. Korelasyonel \u00e7al\u0131\u015fma, birbirleriyle etkile\u015fim halinde g\u00f6r\u00fcnen de\u011fi\u015fkenleri arar. Bir de\u011fi\u015fkenin de\u011fi\u015fti\u011fini g\u00f6rd\u00fc\u011f\u00fcn\u00fczde, di\u011fer de\u011fi\u015fkenin nas\u0131l de\u011fi\u015fece\u011fi hakk\u0131nda adil bir fikir sahibi olursunuz.<\/span><\/p>\n<h2><b>Korelasyonel ara\u015ft\u0131rma nedir?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Korelasyonel ara\u015ft\u0131rma, <a href=\"https:\/\/www.questionpro.com\/blog\/non-experimental-research\/\">deneysel olmayan<\/a> bir ara\u015ft\u0131rma t\u00fcr\u00fcd\u00fcr<\/span><span style=\"font-weight: 400;\"> Bir ara\u015ft\u0131rmac\u0131n\u0131n iki de\u011fi\u015fkeni \u00f6l\u00e7t\u00fc\u011f\u00fc ve herhangi bir d\u0131\u015f de\u011fi\u015fkenden etkilenmeden aralar\u0131ndaki istatistiksel ili\u015fkiyi anlad\u0131\u011f\u0131 ve de\u011ferlendirdi\u011fi y\u00f6ntem.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><a class=\"square-cta secondary-lined-cta\" href=\"https:\/\/www.questionpro.com\/a\/showEntry.do?classID=1053&amp;sourceRef=research-edition-home\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>Ara\u015ft\u0131rma i\u00e7g\u00f6r\u00fcleri toplay\u0131n<\/strong><\/a><\/p>\n<h2><b>Korelasyonel ara\u015ft\u0131rma <\/b><b>\u00d6rnek<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Korelasyon katsay\u0131s\u0131 iki de\u011fi\u015fken aras\u0131ndaki korelasyonu g\u00f6sterir (Korelasyon katsay\u0131s\u0131 iki de\u011fi\u015fken aras\u0131ndaki ili\u015fkinin g\u00fcc\u00fcn\u00fc hesaplayan istatistiksel bir \u00f6l\u00e7\u00fcd\u00fcr), -1 ile +1 aras\u0131nda \u00f6l\u00e7\u00fclen bir de\u011ferdir. Korelasyon katsay\u0131s\u0131 +1&#8217;e yak\u0131n oldu\u011funda, iki de\u011fi\u015fken aras\u0131nda pozitif bir korelasyon vard\u0131r. De\u011fer -1&#8217;e g\u00f6re ise, iki de\u011fi\u015fken aras\u0131nda negatif bir korelasyon vard\u0131r. De\u011fer s\u0131f\u0131ra yak\u0131n oldu\u011funda, iki de\u011fi\u015fken aras\u0131nda bir ili\u015fki yoktur.<\/span><\/p>\n<h4><span style=\"font-weight: 400;\">Korelasyonel ara\u015ft\u0131rmay\u0131 anlamak i\u00e7in bir \u00f6rnek verelim.<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Varsay\u0131msal olarak d\u00fc\u015f\u00fcn\u00fcn; bir ara\u015ft\u0131rmac\u0131 kanser ve evlilik aras\u0131ndaki ili\u015fkiyi inceliyor. Bu \u00e7al\u0131\u015fmada iki de\u011fi\u015fken bulunmaktad\u0131r: hastal\u0131k ve evlilik. Diyelim ki evlili\u011fin kanserle negatif bir ili\u015fkisi var. Bu, evli insanlar\u0131n kansere yakalanma olas\u0131l\u0131\u011f\u0131n\u0131n daha d\u00fc\u015f\u00fck oldu\u011fu anlam\u0131na gelir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ancak bu, evlili\u011fin do\u011frudan kanseri \u00f6nledi\u011fi anlam\u0131na gelmez. Korelasyonel ara\u015ft\u0131rmalarda, neyin neye neden oldu\u011fu ger\u00e7e\u011fini ortaya koymak m\u00fcmk\u00fcn de\u011fildir. Korelasyonel bir \u00e7al\u0131\u015fman\u0131n iki nicel de\u011fi\u015fkeni i\u00e7erdi\u011fi yanl\u0131\u015f bir kan\u0131d\u0131r. Ancak ger\u00e7ekte iki de\u011fi\u015fken \u00f6l\u00e7\u00fclmekte, ancak ikisi de de\u011fi\u015ftirilmemektedir. Bu durum, de\u011fi\u015fkenlerin nicel veya kategorik olmas\u0131ndan ba\u011f\u0131ms\u0131z olarak ge\u00e7erlidir.<\/span><\/p>\n<h2><b>Korelasyonel ara\u015ft\u0131rma t\u00fcrleri<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Temel olarak \u00fc\u00e7 t\u00fcr korelasyonel ara\u015ft\u0131rma tan\u0131mlanm\u0131\u015ft\u0131r:<\/span><\/p>\n<p><b>1. Pozitif korelasyon:<\/b> <span style=\"font-weight: 400;\">\u0130ki de\u011fi\u015fken aras\u0131ndaki pozitif ili\u015fki, bir de\u011fi\u015fkendeki art\u0131\u015f\u0131n di\u011fer de\u011fi\u015fkende de art\u0131\u015fa yol a\u00e7mas\u0131d\u0131r. Bir de\u011fi\u015fkendeki azalma di\u011fer de\u011fi\u015fkendeki azalmay\u0131 da beraberinde getirecektir. \u00d6rne\u011fin, bir ki\u015finin sahip oldu\u011fu para miktar\u0131 ile sahip oldu\u011fu araba say\u0131s\u0131 aras\u0131nda pozitif bir ili\u015fki olabilir.<\/span><\/p>\n<p><b>2. Negatif korelasyon:  <\/b><span style=\"font-weight: 400;\">Negatif bir korelasyon, pozitif bir ili\u015fkinin tam anlam\u0131yla tersidir. E\u011fer bir de\u011fi\u015fkende art\u0131\u015f olursa, ikinci de\u011fi\u015fkende azalma olacakt\u0131r ve bunun tersi de ge\u00e7erlidir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6rne\u011fin, bir de\u011fi\u015fkendeki art\u0131\u015f di\u011ferinde azalmaya yol a\u00e7t\u0131\u011f\u0131nda veya tam tersi oldu\u011funda, e\u011fitimli olmak su\u00e7 oran\u0131 ile negatif korelasyon g\u00f6sterebilir. E\u011fer bir \u00fclkenin e\u011fitim seviyesi y\u00fckselirse, su\u00e7 oranlar\u0131 da d\u00fc\u015febilir. L\u00fctfen bunun e\u011fitim eksikli\u011finin su\u00e7a yol a\u00e7t\u0131\u011f\u0131 anlam\u0131na gelmedi\u011fini unutmay\u0131n. Bu sadece, e\u011fitim eksikli\u011fi ve su\u00e7un ortak bir nedeni oldu\u011funa inan\u0131ld\u0131\u011f\u0131 anlam\u0131na gelmektedir: yoksulluk.<\/span><\/p>\n<p><b>3. Korelasyon yok:<\/b> Bu \u00fc\u00e7\u00fcnc\u00fc tipte iki de\u011fi\u015fken aras\u0131nda korelasyon yoktur<span style=\"font-weight: 400;\">. Bir de\u011fi\u015fkendeki de\u011fi\u015fiklik di\u011fer de\u011fi\u015fkende mutlaka bir fark yaratmayabilir. \u00d6rne\u011fin, milyoner olmak ile mutluluk aras\u0131nda bir ili\u015fki yoktur. Para art\u0131\u015f\u0131 mutluluk getirmez.<\/span><\/p>\n<h2><strong>Korelasyonel ara\u015ft\u0131rman\u0131n \u00f6zellikleri<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">Korelasyonel ara\u015ft\u0131rman\u0131n \u00fc\u00e7 ana \u00f6zelli\u011fi vard\u0131r. Onlar:&nbsp;<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><strong>Deneysel<\/strong> de\u011fildir: Korelasyonel \u00e7al\u0131\u015fma deneysel de\u011fildir. Bu, ara\u015ft\u0131rmac\u0131lar\u0131n bir hipotezi kabul etmek ya da etmemek i\u00e7in de\u011fi\u015fkenleri bilimsel bir metodoloji ile manip\u00fcle etmesine gerek olmad\u0131\u011f\u0131 anlam\u0131na gelir. Ara\u015ft\u0131rmac\u0131 sadece de\u011fi\u015fkenler aras\u0131ndaki ili\u015fkiyi, onlar\u0131 de\u011fi\u015ftirmeden veya d\u0131\u015f ko\u015fulland\u0131rmaya tabi tutmadan \u00f6l\u00e7er ve g\u00f6zlemler.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><strong>Geriye d\u00f6n\u00fck<\/strong>: Korelasyonel ara\u015ft\u0131rma sadece ge\u00e7mi\u015f verilere bakar ve ge\u00e7mi\u015fteki olaylar\u0131 g\u00f6zlemler. Ara\u015ft\u0131rmac\u0131lar bunu iki de\u011fi\u015fken aras\u0131ndaki tarihsel \u00f6r\u00fcnt\u00fcleri \u00f6l\u00e7mek ve tespit etmek i\u00e7in kullan\u0131r. Korelasyonel bir \u00e7al\u0131\u015fma iki de\u011fi\u015fken aras\u0131nda pozitif bir ili\u015fki g\u00f6sterebilir, ancak bu durum gelecekte de\u011fi\u015febilir.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><strong>Dinamik<\/strong>: Korelasyonel ara\u015ft\u0131rmalardan elde edilen iki de\u011fi\u015fken aras\u0131ndaki \u00f6r\u00fcnt\u00fcler asla sabit de\u011fildir ve her zaman de\u011fi\u015fir. Ge\u00e7mi\u015fte negatif <a href=\"https:\/\/www.questionpro.com\/blog\/descriptive-research-vs-correlational-research\/\">korelasyon ara\u015ft\u0131rmas\u0131na<\/a> sahip iki de\u011fi\u015fken, \u00e7e\u015fitli fakt\u00f6rler nedeniyle gelecekte pozitif korelasyon ili\u015fkisine sahip olabilir.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: center;\"><a class=\"square-cta secondary-lined-cta\" href=\"https:\/\/www.questionpro.com\/a\/showEntry.do?classID=1053&amp;sourceRef=research-edition-home\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>Ara\u015ft\u0131rma i\u00e7g\u00f6r\u00fcleri toplay\u0131n<\/strong><\/a><\/p>\n<h3><b>Veri toplama<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Korelasyonel ara\u015ft\u0131rman\u0131n ay\u0131rt edici \u00f6zelli\u011fi, ara\u015ft\u0131rmac\u0131n\u0131n ilgili de\u011fi\u015fkenlerden herhangi birini manip\u00fcle edememesidir. De\u011fi\u015fkenlerin nas\u0131l veya nerede \u00f6l\u00e7\u00fcld\u00fc\u011f\u00fc \u00f6nemli de\u011fildir. Bir ara\u015ft\u0131rmac\u0131 kat\u0131l\u0131mc\u0131lar\u0131 kapal\u0131 bir ortamda ya da halka a\u00e7\u0131k bir ortamda g\u00f6zlemleyebilir.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-118710 size-full\" title=\"Korelasyonel Ara\u015ft\u0131rma\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2018\/06\/26-Correlational-research-min-1.jpg\" alt=\"Korelasyonel Ara\u015ft\u0131rma\" width=\"992\" height=\"706\"><\/p>\n<p><span style=\"font-weight: 400;\">Ara\u015ft\u0131rmac\u0131lar korelasyonel ara\u015ft\u0131rmalarda bilgi toplamak i\u00e7in iki veri toplama y\u00f6ntemi kullan\u0131rlar.<\/span><\/p>\n<p><b>Do\u011fal g\u00f6zlem <\/b><\/p>\n<p><span style=\"font-weight: 400;\">Do\u011fal g\u00f6zlem, insanlar\u0131n <a href=\"https:\/\/www.questionpro.com\/blog\/behavioral-targeting\/\">davran\u0131\u015fsal hedeflerinin<\/a> genellikle i\u00e7inde bulunduklar\u0131 do\u011fal ortamlar\u0131nda g\u00f6zlemlendi\u011fi bir <a href=\"https:\/\/www.questionpro.com\/blog\/data-collection\/\">veri toplama<\/a> y\u00f6ntemidir. Bu y\u00f6ntem bir t\u00fcr saha ara\u015ft\u0131rmas\u0131d\u0131r. Bu, bir ara\u015ft\u0131rmac\u0131n\u0131n insanlar\u0131 bir markette, sinemada, oyun park\u0131nda veya benzer yerlerde g\u00f6zlemledi\u011fi anlam\u0131na gelebilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Genellikle bu t\u00fcr veri toplama \u00e7al\u0131\u015fmalar\u0131nda yer alan ara\u015ft\u0131rmac\u0131lar, g\u00f6zlemlerini m\u00fcmk\u00fcn oldu\u011funca dikkat \u00e7ekmeden yaparlar, b\u00f6ylece \u00e7al\u0131\u015fmaya kat\u0131lan kat\u0131l\u0131mc\u0131lar g\u00f6zlemlendiklerinin fark\u0131nda olmazlar, aksi takdirde do\u011fal benliklerinden sapabilirler.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Etik a\u00e7\u0131dan bu y\u00f6ntem, kat\u0131l\u0131mc\u0131lar anonim kal\u0131rsa ve \u00e7al\u0131\u015fma kamuya a\u00e7\u0131k bir ortamda, insanlar\u0131n normalde tam bir mahremiyet beklemeyece\u011fi bir yerde yap\u0131l\u0131rsa kabul edilebilir. Daha \u00f6nce de belirtildi\u011fi gibi, insanlar\u0131n koridordan bir \u00fcr\u00fcn al\u0131rken ve al\u0131\u015fveri\u015f torbalar\u0131na koyarken g\u00f6zlemlenebildi\u011fi bir bakkal \u00f6rne\u011fini ele alal\u0131m. Bu etik a\u00e7\u0131dan kabul edilebilir bir durumdur ve bu nedenle \u00e7o\u011fu ara\u015ft\u0131rmac\u0131 g\u00f6zlemlerini kaydetmek i\u00e7in kamuya a\u00e7\u0131k ortamlar\u0131 tercih etmektedir. Bu veri toplama y\u00f6ntemi <a href=\"https:\/\/www.questionpro.com\/blog\/qualitative-research-methods\/\">nitel<\/a> veya <a href=\"https:\/\/www.questionpro.com\/blog\/quantitative-research\/\">nicel<\/a> olabilir.<\/span><\/p>\n<p><b>Ar\u015fiv verileri  <\/b><\/p>\n<p><span style=\"font-weight: 400;\">Korelasyonel verilere bir ba\u015fka yakla\u015f\u0131m da ar\u015fiv verilerinin kullan\u0131lmas\u0131d\u0131r. Ar\u015fiv bilgileri, daha \u00f6nce benzer t\u00fcrde <a href=\"https:\/\/www.questionpro.com\/blog\/what-is-research\/\">ara\u015ft\u0131rmalar<\/a> yap\u0131larak toplanm\u0131\u015f verilerdir. Ar\u015fiv verileri genellikle <a href=\"https:\/\/www.questionpro.com\/blog\/primary-research\/\">birincil ara\u015ft\u0131rma<\/a> yoluyla elde edilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Do\u011fal g\u00f6zlemin aksine, ar\u015fivlenmi\u015f veriler arac\u0131l\u0131\u011f\u0131yla toplanan bilgiler olduk\u00e7a basit olabilir. \u00d6rne\u011fin, sosyal g\u00fcvenlik kay\u0131tlar\u0131na dayanarak Amerika&#8217;n\u0131n \u00e7e\u015fitli eyaletlerinde Richard adl\u0131 ki\u015filerin say\u0131s\u0131n\u0131 saymak nispeten k\u0131sad\u0131r.<\/span><\/p>\n<p>Korelasyonel bir \u00e7al\u0131\u015fma y\u00fcr\u00fctmek ve iki de\u011fi\u015fken aras\u0131ndaki istatistiksel ili\u015fkiyi \u00f6l\u00e7mek i\u00e7in korelasyonel ara\u015ft\u0131rma y\u00f6ntemini kullan\u0131n. En \u00f6nemli i\u00e7g\u00f6r\u00fcleri ortaya \u00e7\u0131kar\u0131n. QuestionPro&#8217;nun&nbsp;ara\u015ft\u0131rma platformunu kullanarak i\u015fletmenizi sekt\u00f6r\u00fcn\u00fczde \u00f6n plana \u00e7\u0131karabilecek karma\u015f\u0131k i\u00e7g\u00f6r\u00fcleri ortaya \u00e7\u0131kar\u0131n.<\/p>\n<p class=\"ss-feature-title\">Daha iyi kararlar almak i\u00e7in ara\u015ft\u0131rma yap\u0131n. Bug\u00fcn \u00fccretsiz bir deneme ba\u015flat\u0131n. Kredi kart\u0131 gerekmez.<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.questionpro.com\/research-edition-survey-software\/\" target=\"_blank\" rel=\"noopener\"><button>DAHA FAZLA BI\u0307LGI\u0307 EDI\u0307NI\u0307N<\/button><\/a>&nbsp; &nbsp; &nbsp; &nbsp;<a href=\"https:\/\/www.questionpro.com\/a\/showEntry.do?classID=1053&amp;sourceRef=blog\" target=\"_blank\" rel=\"noopener\"><button>\u00dcCRETS\u0130Z DENEME<\/button><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Zihinlerimiz harika \u015feyler yapabilir. \u00d6rne\u011fin, bir pizza kamyonunun jingle&#8217;\u0131n\u0131 ezberleyebilir. Ne kadar y\u00fcksek sesle \u00e7alarsa, pizza kamyonu bize o kadar [&hellip;]<\/p>\n","protected":false},"author":65,"featured_media":716077,"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":[2233,1114],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Korelasyonel Ara\u015ft\u0131rma: \u00d6rneklerle Nedir | QuestionPro<\/title>\n<meta name=\"description\" content=\"Korelasyonel bir \u00e7al\u0131\u015fma y\u00fcr\u00fctmek ve iki de\u011fi\u015fken aras\u0131ndaki istatistiksel ili\u015fkiyi \u00f6l\u00e7mek i\u00e7in korelasyonel ara\u015ft\u0131rma y\u00f6ntemini kullan\u0131n. 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