{"id":29791,"date":"2023-10-05T15:14:15","date_gmt":"2023-10-05T18:14:15","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/experimental-group-copy\/"},"modified":"2024-12-05T16:12:16","modified_gmt":"2024-12-05T19:12:16","slug":"how-to-avoid-bias-in-research","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/tr\/arastirmada-onyargidan-nasil-kacinilir\/","title":{"rendered":"Ara\u015ft\u0131rmada \u00d6nyarg\u0131dan Nas\u0131l Ka\u00e7\u0131n\u0131l\u0131r? Bilimsel Objektiflikte Yol Almak"},"content":{"rendered":"<p>Ara\u015ft\u0131rma makalesinin tarafl\u0131 oldu\u011fu Ara\u015ft\u0131rma \u00d6nyarg\u0131s\u0131n\u0131 duymu\u015f olmal\u0131s\u0131n\u0131z, ancak bunu yazan ara\u015ft\u0131rmac\u0131y\u0131 hi\u00e7 d\u00fc\u015f\u00fcnd\u00fcn\u00fcz m\u00fc? Ya o ara\u015ft\u0131rmac\u0131 \u00f6nyarg\u0131l\u0131ysa ve bu nedenle makale de \u00f6nyarg\u0131l\u0131 hale geliyorsa?<\/p>\n\n\n\n<p>Bu fenomen \u015fu \u015fekilde bilinir <strong>ara\u015ft\u0131rmac\u0131 \u00f6nyarg\u0131s\u0131<\/strong> Bu makalede \u00f6nyarg\u0131lar\u0131, t\u00fcrlerini ve \u00f6nleme y\u00f6ntemlerini analiz ederek bu konuyu derinlemesine \u00f6\u011frenece\u011fiz. \u00d6yleyse derinlere inelim ve anlayal\u0131m<strong> ara\u015ft\u0131rmada \u00f6nyarg\u0131dan nas\u0131l ka\u00e7\u0131n\u0131l\u0131r<\/strong>.&nbsp;<\/p>\n\n\n\n<h2 id=\"h-what-is-researcher-bias\">Ara\u015ft\u0131rmac\u0131 \u00d6nyarg\u0131s\u0131 Nedir?<\/h2>\n\n\n\n<p>Ara\u015ft\u0131rmac\u0131 \u00f6nyarg\u0131s\u0131, bir ara\u015ft\u0131rmac\u0131n\u0131n bir \u00e7al\u0131\u015fman\u0131n tasar\u0131m\u0131n\u0131, y\u00fcr\u00fct\u00fclmesini veya sonu\u00e7lar\u0131n\u0131n yorumlanmas\u0131n\u0131 etkileyebilecek \u00f6znel inan\u00e7lar\u0131n\u0131, de\u011ferlerini, tutumlar\u0131n\u0131 veya tercihlerini ifade eder. Ara\u015ft\u0131rmac\u0131n\u0131n ki\u015fisel \u00f6nyarg\u0131lar\u0131 yanl\u0131\u015fl\u0131kla veya kas\u0131tl\u0131 olarak ara\u015ft\u0131rma s\u00fcrecini veya bulgular\u0131n raporlanmas\u0131n\u0131 etkiledi\u011finde ortaya \u00e7\u0131kar ve potansiyel olarak \u00e7arp\u0131t\u0131lm\u0131\u015f veya yanl\u0131\u015f sonu\u00e7lara yol a\u00e7ar.&nbsp;<\/p>\n\n\n\n<p>Ara\u015ft\u0131rmac\u0131 \u00f6nyarg\u0131s\u0131n\u0131n bilin\u00e7siz \u00f6nyarg\u0131lar nedeniyle kas\u0131ts\u0131z olarak veya k\u00f6t\u00fc niyet olmaks\u0131z\u0131n ortaya \u00e7\u0131kabilece\u011fini belirtmek \u00f6nemlidir. Ancak yine de ara\u015ft\u0131rman\u0131n tarafs\u0131zl\u0131\u011f\u0131 ve b\u00fct\u00fcnl\u00fc\u011f\u00fc i\u00e7in bir tehdit olu\u015fturmaktad\u0131r. Ara\u015ft\u0131rmac\u0131 \u00f6nyarg\u0131s\u0131n\u0131 en aza indirmek i\u00e7in bilim insanlar\u0131 titiz ara\u015ft\u0131rma metodolojileri kullanmakta, \u015feffafl\u0131\u011f\u0131 korumakta ve k\u00f6r \u00e7al\u0131\u015fmalar gibi stratejiler benimsemektedir, <a href=\"https:\/\/mindthegraph.com\/blog\/what-is-a-peer-reviewed-article\/\">akran deneti\u0307mi\u0307<\/a>ve ba\u011f\u0131ms\u0131z replikasyon.<\/p>\n\n\n\n<h2 id=\"h-types-of-researcher-biases\">Ara\u015ft\u0131rmac\u0131 \u00d6nyarg\u0131 T\u00fcrleri<\/h2>\n\n\n\n<p>Ara\u015ft\u0131rma s\u00fcrecinde \u00e7e\u015fitli ara\u015ft\u0131rmac\u0131 \u00f6nyarg\u0131lar\u0131 ortaya \u00e7\u0131kabilir. \u0130\u015fte baz\u0131 yayg\u0131n \u00f6rnekler:<\/p>\n\n\n\n<h3 id=\"h-selection-bias\">Se\u00e7im \u00d6nyarg\u0131s\u0131<\/h3>\n\n\n\n<p>Bu \u00f6nyarg\u0131, ara\u015ft\u0131rmac\u0131n\u0131n bir \u00e7al\u0131\u015fmaya belirli bireyleri veya veri noktalar\u0131n\u0131 se\u00e7ici olarak dahil etmesi veya hari\u00e7 tutmas\u0131 durumunda ortaya \u00e7\u0131kar ve incelenen pop\u00fclasyonun \u00e7arp\u0131k bir \u015fekilde temsil edilmesine yol a\u00e7ar. Kas\u0131ts\u0131z veya kas\u0131tl\u0131 olabilir ve temsili olmayan bir \u00f6rneklemle sonu\u00e7lanabilir.<\/p>\n\n\n\n<h3 id=\"h-confirmation-bias\">Onaylama \u00d6nyarg\u0131s\u0131<\/h3>\n\n\n\n<p>Ara\u015ft\u0131rmac\u0131lar, \u00e7eli\u015fkili kan\u0131tlar\u0131 g\u00f6rmezden gelirken veya \u00f6nemsizle\u015ftirirken, \u00f6nyarg\u0131l\u0131 inan\u00e7lar\u0131n\u0131 veya hipotezlerini do\u011frulayan bilgileri tercih etme veya arama e\u011filiminde olabilirler. Bu \u00f6nyarg\u0131, istenen sonu\u00e7lar\u0131 destekleyen verilerin se\u00e7ilmesine yol a\u00e7abilir.<\/p>\n\n\n\n<h3 id=\"h-observer-bias\">G\u00f6zlemci \u00d6nyarg\u0131s\u0131<\/h3>\n\n\n\n<p><a href=\"https:\/\/mindthegraph.com\/blog\/observer-bias\/\">G\u00f6zlemci \u00f6nyarg\u0131s\u0131<\/a>Deneyci \u00f6nyarg\u0131s\u0131 olarak da bilinen bu durum, ara\u015ft\u0131rmac\u0131n\u0131n beklentileri veya \u00f6n bilgileri, \u00e7al\u0131\u015fma kat\u0131l\u0131mc\u0131lar\u0131n\u0131n davran\u0131\u015flar\u0131 veya yan\u0131tlar\u0131na ili\u015fkin g\u00f6zlemlerini veya yorumlar\u0131n\u0131 etkiledi\u011finde ortaya \u00e7\u0131kar. Veri toplama ve analizinin nesnelli\u011fini etkileyebilir.<\/p>\n\n\n\n<h3 id=\"h-reporting-bias\">Raporlama \u00d6nyarg\u0131s\u0131<\/h3>\n\n\n\n<p>Bu \u00f6nyarg\u0131, ara\u015ft\u0131rmac\u0131n\u0131n tercih etti\u011fi sonu\u00e7larla uyumlu olan belirli bulgular\u0131n se\u00e7ici olarak rapor edilmesini veya vurgulanmas\u0131n\u0131, \u00e7eli\u015fkili veya olumsuz sonu\u00e7lar\u0131n ise ihmal edilmesini veya \u00f6nemsiz g\u00f6sterilmesini i\u00e7erir. Veri analizinden ara\u015ft\u0131rma bulgular\u0131n\u0131n yay\u0131nlanmas\u0131na kadar herhangi bir a\u015famada ortaya \u00e7\u0131kabilir.<\/p>\n\n\n\n<h3 id=\"h-publication-bias\">Yay\u0131n \u00d6nyarg\u0131s\u0131<\/h3>\n\n\n\n<p><a href=\"https:\/\/mindthegraph.com\/blog\/publication-bias\/\">Yay\u0131n yanl\u0131l\u0131\u011f\u0131<\/a> Ara\u015ft\u0131rmac\u0131lar\u0131n veya dergilerin pozitif veya istatistiksel olarak anlaml\u0131 sonu\u00e7lar\u0131 olan \u00e7al\u0131\u015fmalar\u0131, negatif veya anlaml\u0131 olmayan bulgular\u0131 olanlardan daha s\u0131k yay\u0131nlama e\u011filimini ifade eder. Bu \u00f6nyarg\u0131, belirli bir konuya ili\u015fkin kan\u0131tlar\u0131n b\u00fct\u00fcn\u00fcn\u00fc bozabilir.<\/p>\n\n\n\n<h3 id=\"h-recall-bias\">Hat\u0131rlama \u00d6nyarg\u0131s\u0131<\/h3>\n\n\n\n<p>Kat\u0131l\u0131mc\u0131lar\u0131n haf\u0131zas\u0131na veya kendi raporlar\u0131na dayanan \u00e7al\u0131\u015fmalarda, kat\u0131l\u0131mc\u0131lar\u0131n olaylar\u0131 veya deneyimleri hat\u0131rlamalar\u0131 mevcut inan\u00e7lar\u0131ndan veya beklentilerinden etkilendi\u011finde hat\u0131rlama yanl\u0131l\u0131\u011f\u0131 ortaya \u00e7\u0131kabilir. Bu yanl\u0131l\u0131k yanl\u0131\u015f veya \u00e7arp\u0131t\u0131lm\u0131\u015f verilere yol a\u00e7abilir.<\/p>\n\n\n\n<h3 id=\"h-cultural-bias\">K\u00fclt\u00fcrel \u00d6nyarg\u0131<\/h3>\n\n\n\n<p>Ara\u015ft\u0131rmac\u0131lar kendi k\u00fclt\u00fcrel bak\u0131\u015f a\u00e7\u0131lar\u0131n\u0131, de\u011ferlerini veya normlar\u0131n\u0131 istemeden de olsa ara\u015ft\u0131rma s\u00fcrecine empoze edebilir ve bu da potansiyel olarak farkl\u0131 k\u00fclt\u00fcrler veya ba\u011flamlar i\u00e7in ge\u00e7erli olmayabilecek \u00f6nyarg\u0131l\u0131 yorumlara veya genellemelere yol a\u00e7abilir.<\/p>\n\n\n\n<h3 id=\"h-design-bias\">Tasar\u0131m \u00d6nyarg\u0131s\u0131<\/h3>\n\n\n\n<p>\u00c7al\u0131\u015fma tasar\u0131m\u0131 yanl\u0131l\u0131\u011f\u0131 veya ara\u015ft\u0131rma tasar\u0131m\u0131 yanl\u0131l\u0131\u011f\u0131 olarak da bilinen tasar\u0131m yanl\u0131l\u0131\u011f\u0131, tasar\u0131m veya metodolojideki kusurlar veya s\u0131n\u0131rlamalar nedeniyle bir \u00e7al\u0131\u015fmaya dahil edilen sistematik bir hata veya \u00e7arp\u0131tma anlam\u0131na gelir. A\u015fa\u011f\u0131daki durumlarda ortaya \u00e7\u0131kar <a href=\"https:\/\/mindthegraph.com\/blog\/types-of-research-design\/\">bir ara\u015ft\u0131rman\u0131n tasar\u0131m\u0131<\/a> \u00e7al\u0131\u015fma sistematik olarak belirli sonu\u00e7lar\u0131 tercih eder veya yanl\u0131 sonu\u00e7lara yol a\u00e7ar.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/researcher.life\/all-access-pricing?utm_source=mtg&amp;utm_campaign=all-access-promotion&amp;utm_medium=blog\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"410\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-1024x410.png\" alt=\"\" class=\"wp-image-55425\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-1024x410.png 1024w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-300x120.png 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-768x307.png 768w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-1536x615.png 1536w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-2048x820.png 2048w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-18x7.png 18w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner3-100x40.png 100w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<h2 id=\"h-what-is-procedural-bias-and-how-to-spot-it-in-a-research-paper\">Prosed\u00fcrel \u00d6nyarg\u0131 Nedir ve Bir Ara\u015ft\u0131rma Makalesinde Nas\u0131l Tespit Edilir?<\/h2>\n\n\n\n<p>Prosed\u00fcrel yanl\u0131l\u0131k, ara\u015ft\u0131rma \u00e7al\u0131\u015fmalar\u0131nda, \u00e7al\u0131\u015fma s\u0131ras\u0131nda kullan\u0131lan prosed\u00fcr veya y\u00f6ntemlerdeki kusurlardan veya \u00f6nyarg\u0131lardan kaynaklanan sistematik bir hata veya \u00e7arp\u0131tmay\u0131 ifade eder. Ara\u015ft\u0131rman\u0131n y\u00fcr\u00fct\u00fclme \u015fekli veri toplama, veri analizi veya sonu\u00e7lar\u0131n yorumlanmas\u0131nda \u00f6nyarg\u0131ya yol a\u00e7t\u0131\u011f\u0131nda ortaya \u00e7\u0131kar. Prosed\u00fcrel yanl\u0131l\u0131k, \u00e7al\u0131\u015fma bulgular\u0131n\u0131n ge\u00e7erlili\u011fini ve g\u00fcvenilirli\u011fini etkileyebilir ve ara\u015ft\u0131rman\u0131n b\u00fct\u00fcnl\u00fc\u011f\u00fcn\u00fc tehlikeye atabilir.<\/p>\n\n\n\n<p>Prosed\u00fcrel \u00f6nyarg\u0131y\u0131 tespit etmeye yard\u0131mc\u0131 olacak baz\u0131 kilit noktalar a\u015fa\u011f\u0131da verilmi\u015ftir:<\/p>\n\n\n\n<h3 id=\"h-evaluate-research-design\">Ara\u015ft\u0131rma Tasar\u0131m\u0131n\u0131 De\u011ferlendirin<\/h3>\n\n\n\n<p>\u00c7al\u0131\u015fman\u0131n genel tasar\u0131m\u0131n\u0131 dikkatlice inceleyin. Kat\u0131l\u0131mc\u0131lar\u0131n se\u00e7iminde, tedavi veya kontrol gruplar\u0131n\u0131n da\u011f\u0131l\u0131m\u0131nda veya \u00e7al\u0131\u015fman\u0131n genel yap\u0131s\u0131nda herhangi bir potansiyel yanl\u0131l\u0131k kayna\u011f\u0131 olup olmad\u0131\u011f\u0131na bak\u0131n. Se\u00e7ilen tasar\u0131m\u0131n ara\u015ft\u0131rma sorusu i\u00e7in uygun olup olmad\u0131\u011f\u0131n\u0131 ve potansiyel kar\u0131\u015ft\u0131r\u0131c\u0131 de\u011fi\u015fkenleri yeterince ele al\u0131p almad\u0131\u011f\u0131n\u0131 de\u011ferlendirin.<\/p>\n\n\n\n<h3 id=\"h-review-sampling-procedures\">\u00d6rnekleme Prosed\u00fcrlerini G\u00f6zden Ge\u00e7irin<\/h3>\n\n\n\n<p>Kat\u0131l\u0131mc\u0131lar\u0131n \u00e7al\u0131\u015fma i\u00e7in nas\u0131l i\u015fe al\u0131nd\u0131\u011f\u0131n\u0131 veya se\u00e7ildi\u011fini de\u011ferlendirin. \u00d6rnekleme s\u00fcrecinde temsili olmayan veya \u00f6nyarg\u0131l\u0131 bir \u00f6rneklemle sonu\u00e7lanabilecek olas\u0131 \u00f6nyarg\u0131lar\u0131 ara\u015ft\u0131r\u0131n. Ortak <a href=\"https:\/\/mindthegraph.com\/blog\/sampling-bias\/\">\u00f6rnekleme \u00f6nyarg\u0131lar\u0131<\/a> kolayda \u00f6rnekleme, kendi kendini se\u00e7me \u00f6nyarg\u0131s\u0131 veya hedef kitleyi yeterince yakalayamayan uygunsuz \u00f6rnekleme tekniklerinin kullan\u0131lmas\u0131.<\/p>\n\n\n\n<h3 id=\"h-assess-data-collection-methods\">Veri Toplama Y\u00f6ntemlerini De\u011ferlendirin<\/h3>\n\n\n\n<p>Veri toplamak i\u00e7in kullan\u0131lan y\u00f6ntemleri inceleyin. Veri toplama s\u00fcrecinde ortaya \u00e7\u0131kan herhangi bir potansiyel yanl\u0131l\u0131k olup olmad\u0131\u011f\u0131n\u0131 de\u011ferlendirin. \u00d6l\u00e7\u00fcm tekniklerinin tutars\u0131z uygulanmas\u0131, \u00f6l\u00e7\u00fcm ara\u00e7lar\u0131n\u0131n g\u00fcvenilirli\u011finin veya ge\u00e7erlili\u011finin olmamas\u0131 veya kendi kendine bildirilen verilerdeki potansiyel yanl\u0131l\u0131klar gibi \u00f6l\u00e7\u00fcm yanl\u0131l\u0131\u011f\u0131n\u0131n belirtilerini aray\u0131n.<\/p>\n\n\n\n<h2 id=\"h-what-is-respondent-bias\">Kat\u0131l\u0131mc\u0131 \u00d6nyarg\u0131s\u0131 Nedir?<\/h2>\n\n\n\n<p>Kat\u0131l\u0131mc\u0131 \u00f6nyarg\u0131s\u0131 veya anket yan\u0131t\u0131 \u00f6nyarg\u0131s\u0131 olarak da bilinen kat\u0131l\u0131mc\u0131 \u00f6nyarg\u0131s\u0131, ara\u015ft\u0131rma \u00e7al\u0131\u015fmalar\u0131nda kat\u0131l\u0131mc\u0131lar yanl\u0131\u015f veya \u00f6nyarg\u0131l\u0131 yan\u0131tlar verdi\u011finde ortaya \u00e7\u0131kabilecek sistematik hatalar\u0131 veya \u00e7arp\u0131tmalar\u0131 ifade eder. Kat\u0131l\u0131mc\u0131 yanl\u0131l\u0131\u011f\u0131, kat\u0131l\u0131mc\u0131lar\u0131n \u00f6znel yorumlar\u0131, sosyal arzu edilebilirlik, haf\u0131za s\u0131n\u0131rlamalar\u0131 veya kendilerini olumlu bir \u0131\u015f\u0131k alt\u0131nda sunma motivasyonlar\u0131 gibi \u00e7e\u015fitli fakt\u00f6rlerden kaynaklanabilir. \u00d6z bildirim \u00f6l\u00e7\u00fcmleri, anketler, m\u00fclakatlar veya soru formlar\u0131 arac\u0131l\u0131\u011f\u0131yla toplanan verilerin g\u00fcvenilirli\u011fini ve ge\u00e7erlili\u011fini etkileyebilir.<\/p>\n\n\n\n<h2 id=\"h-occurrence-of-bias-during-analyzing-and-reporting\">Analiz ve Raporlama S\u0131ras\u0131nda \u00d6nyarg\u0131 Olu\u015fmas\u0131<\/h2>\n\n\n\n<p>\u00d6nyarg\u0131, bir ara\u015ft\u0131rma \u00e7al\u0131\u015fmas\u0131n\u0131n analiz ve raporlama a\u015famalar\u0131nda ortaya \u00e7\u0131kabilir ve potansiyel olarak verilerin \u00e7arp\u0131t\u0131lm\u0131\u015f veya yan\u0131lt\u0131c\u0131 yorumlanmas\u0131na yol a\u00e7abilir. \u0130\u015fte bu a\u015famalarda \u00f6nyarg\u0131n\u0131n ortaya \u00e7\u0131kabilece\u011fi baz\u0131 yollar:<\/p>\n\n\n\n<h3 id=\"h-confirmation-bias-1\">Onaylama \u00d6nyarg\u0131s\u0131<\/h3>\n\n\n\n<p>Ara\u015ft\u0131rmac\u0131lar, \u00e7al\u0131\u015fman\u0131n sonu\u00e7lar\u0131 hakk\u0131nda \u00f6nyarg\u0131l\u0131 fikirlere veya beklentilere sahip olabilir ve bu da analizi ve raporlamay\u0131 etkileyebilir. Do\u011frulama \u00f6nyarg\u0131s\u0131, ara\u015ft\u0131rmac\u0131lar se\u00e7ici olarak \u00f6nceden var olan inan\u00e7lar\u0131 veya hipotezleri ile uyumlu bulgulara odakland\u0131klar\u0131nda veya bunlar\u0131 vurgulad\u0131klar\u0131nda, \u00e7eli\u015fkili kan\u0131tlar\u0131 k\u00fc\u00e7\u00fcmsediklerinde veya g\u00f6rmezden geldiklerinde ortaya \u00e7\u0131kar.<\/p>\n\n\n\n<h3 id=\"h-cherry-picking-results\">Kiraz Toplama Sonu\u00e7lar\u0131<\/h3>\n\n\n\n<p>\u00d6nyarg\u0131, ara\u015ft\u0131rmac\u0131lar istedikleri sonu\u00e7lar\u0131 destekleyen belirli bulgular\u0131 se\u00e7erek raporlad\u0131klar\u0131nda veya vurgulad\u0131klar\u0131nda, daha az olumlu olabilecek di\u011fer sonu\u00e7lar\u0131 ihmal ettiklerinde veya atlad\u0131klar\u0131nda ortaya \u00e7\u0131kabilir. Bu durum, verilerin eksik veya \u00e7arp\u0131k bir \u015fekilde temsil edilmesine yol a\u00e7arak genel resmi bozabilir.<\/p>\n\n\n\n<h3 id=\"h-overinterpretation-or-misinterpretation\">A\u015f\u0131r\u0131 Yorumlama veya Yanl\u0131\u015f Yorumlama<\/h3>\n\n\n\n<p>Ara\u015ft\u0131rmac\u0131lar sonu\u00e7lar\u0131, verilerin sa\u011flad\u0131\u011f\u0131 kan\u0131tlar\u0131 a\u015facak \u015fekilde yorumlayabilirler. A\u015f\u0131r\u0131 yorumlama, ara\u015ft\u0131rmac\u0131lar \u00e7al\u0131\u015fman\u0131n bulgular\u0131n\u0131n destekleyebilece\u011finin \u00f6tesinde geni\u015f veya genel sonu\u00e7lar \u00e7\u0131kard\u0131\u011f\u0131nda ortaya \u00e7\u0131kar. Yanl\u0131\u015f yorumlama, ara\u015ft\u0131rmac\u0131lar istatistiksel analizleri yanl\u0131\u015f anlad\u0131\u011f\u0131nda veya yanl\u0131\u015f temsil etti\u011finde ya da sonu\u00e7lar i\u00e7in alternatif a\u00e7\u0131klamalar\u0131 dikkate almad\u0131\u011f\u0131nda da ortaya \u00e7\u0131kabilir.<\/p>\n\n\n\n<h3 id=\"h-harking-hypothesizing-after-results-are-known\">HARKing (Sonu\u00e7lar Bilindikten Sonra Hipotez Olu\u015fturma)<\/h3>\n\n\n\n<p>HARKing, verileri analiz ettikten sonra hipotezler olu\u015fturma ve bu hipotezleri veri analizinden \u00f6nce olu\u015fturulmu\u015f gibi g\u00f6sterme uygulamas\u0131n\u0131 ifade eder. Bu durum, post hoc a\u00e7\u0131klamalar\u0131 yanl\u0131\u015f bir \u015fekilde \u00f6nceden var olan hipotezler gibi sunarak \u00f6nyarg\u0131ya yol a\u00e7abilir ve potansiyel olarak ara\u015ft\u0131rman\u0131n b\u00fct\u00fcnl\u00fc\u011f\u00fcn\u00fc tehlikeye atabilir.<\/p>\n\n\n\n<p>Ayr\u0131ca okuyun: <a href=\"https:\/\/mindthegraph.com\/blog\/post-hoc-analysis\/\">Post Hoc Analizi: S\u00fcre\u00e7 ve Test T\u00fcrleri<\/a><\/p>\n\n\n\n<h2 id=\"h-how-to-avoid-bias-in-research\">Ara\u015ft\u0131rmalarda \u00d6nyarg\u0131dan Nas\u0131l Ka\u00e7\u0131n\u0131l\u0131r?<\/h2>\n\n\n\n<p>Ara\u015ft\u0131rmac\u0131 \u00f6nyarg\u0131s\u0131n\u0131 \u00f6nlemek, ara\u015ft\u0131rma \u00e7al\u0131\u015fmalar\u0131n\u0131n b\u00fct\u00fcnl\u00fc\u011f\u00fcn\u00fc ve tarafs\u0131zl\u0131\u011f\u0131n\u0131 korumak i\u00e7in \u00e7ok \u00f6nemlidir. \u00d6nyarg\u0131n\u0131n tamamen ortadan kald\u0131r\u0131lmas\u0131 zor olsa da, ara\u015ft\u0131rmac\u0131lar bunun etkisini en aza indirmek i\u00e7in \u00e7e\u015fitli ad\u0131mlar atabilirler. \u0130\u015fte ara\u015ft\u0131rmac\u0131 \u00f6nyarg\u0131s\u0131n\u0131 \u00f6nlemeye y\u00f6nelik baz\u0131 stratejiler:<\/p>\n\n\n\n<h3 id=\"h-awareness-and-reflexivity\">Fark\u0131ndal\u0131k ve Refleksivite<\/h3>\n\n\n\n<p>Ara\u015ft\u0131rmac\u0131lar kendi \u00f6nyarg\u0131lar\u0131n\u0131n ve pe\u015fin h\u00fck\u00fcmlerinin fark\u0131nda olmal\u0131d\u0131r. Ki\u015fisel inan\u00e7lar ve potansiyel \u00f6nyarg\u0131lar \u00fczerine d\u00fc\u015f\u00fcnmek, ara\u015ft\u0131rmac\u0131lar\u0131n kendi bak\u0131\u015f a\u00e7\u0131lar\u0131n\u0131 ara\u015ft\u0131rma s\u00fcrecinden bilin\u00e7li bir \u015fekilde ay\u0131rmalar\u0131n\u0131 sa\u011flar. A\u00e7\u0131kl\u0131k ve tarafs\u0131zl\u0131k zihniyetinin geli\u015ftirilmesi esast\u0131r.<\/p>\n\n\n\n<h3 id=\"h-clear-research-questions-and-objectives\">A\u00e7\u0131k Ara\u015ft\u0131rma Sorular\u0131 ve Hedefleri<\/h3>\n\n\n\n<p>\u00c7al\u0131\u015fmaya ba\u015flamadan \u00f6nce ara\u015ft\u0131rma sorular\u0131n\u0131 ve hedeflerini net bir \u015fekilde tan\u0131mlay\u0131n. Bu, ara\u015ft\u0131rmac\u0131lar\u0131n \u00f6nyarg\u0131l\u0131 fikirleri desteklemek i\u00e7in kan\u0131t aramak yerine, belirli ara\u015ft\u0131rma hedeflerini ele almak i\u00e7in ilgili ve tarafs\u0131z veri toplamaya odaklanmalar\u0131na yard\u0131mc\u0131 olur.<\/p>\n\n\n\n<h3 id=\"h-robust-study-design\">Sa\u011flam \u00c7al\u0131\u015fma Tasar\u0131m\u0131<\/h3>\n\n\n\n<p>Yanl\u0131l\u0131\u011f\u0131 en aza indiren titiz \u00e7al\u0131\u015fma tasar\u0131m\u0131 y\u00f6ntemleri kullan\u0131n. Randomizasyon, k\u00f6rleme ve kontrol gruplar\u0131, adil ve tarafs\u0131z kar\u015f\u0131la\u015ft\u0131rmalar sa\u011flamak i\u00e7in yayg\u0131n olarak kullan\u0131lan tekniklerdir. \u00d6rneklem temsiliyetinin sa\u011flanmas\u0131 ve rastgele \u00f6rnekleme teknikleriyle se\u00e7im \u00f6nyarg\u0131lar\u0131n\u0131n en aza indirilmesi de \u00e7ok \u00f6nemlidir.<\/p>\n\n\n\n<h3 id=\"h-pre-registration\">\u00d6n Kay\u0131t<\/h3>\n\n\n\n<p>Veri toplamadan \u00f6nce hipotezler, \u00e7al\u0131\u015fma tasar\u0131m\u0131 ve analiz planlar\u0131 dahil olmak \u00fczere ara\u015ft\u0131rma protokollerinin \u00f6nceden kaydedilmesi etkili bir stratejidir. Bu, \u00f6nyarg\u0131ya yol a\u00e7abilecek de\u011fi\u015fiklikleri ve veri odakl\u0131 analizleri \u00f6nler.<\/p>\n\n\n\n<h3 id=\"h-replication-and-verification\">\u00c7o\u011faltma ve Do\u011frulama<\/h3>\n\n\n\n<p>Bulgular\u0131 ba\u011f\u0131ms\u0131z olarak do\u011frulamak i\u00e7in tekrarlama \u00e7al\u0131\u015fmalar\u0131n\u0131 te\u015fvik edin. \u00c7o\u011faltma, sonu\u00e7lar\u0131n farkl\u0131 ara\u015ft\u0131rmac\u0131lar, ortamlar ve metodolojiler aras\u0131nda tutarl\u0131 olmas\u0131n\u0131 sa\u011flayarak \u00f6nyarg\u0131y\u0131 azaltmaya yard\u0131mc\u0131 olur.<\/p>\n\n\n\n<h3 id=\"h-ethical-considerations\">Etik Hususlar<\/h3>\n\n\n\n<p>Bilgilendirilmi\u015f onam, gizlilik ve \u00e7\u0131kar \u00e7at\u0131\u015fmalar\u0131ndan ka\u00e7\u0131nma gibi etik ilkelere ba\u011fl\u0131 kal\u0131nmal\u0131d\u0131r. Etik davran\u0131\u015f, ara\u015ft\u0131rman\u0131n genel ge\u00e7erlili\u011fine ve g\u00fcvenilirli\u011fine katk\u0131da bulunur.<\/p>\n\n\n\n<p>Ara\u015ft\u0131rmac\u0131lar bu stratejileri uygulayarak ara\u015ft\u0131rmac\u0131 yanl\u0131l\u0131\u011f\u0131n\u0131 en aza indirebilir ve ara\u015ft\u0131rma bulgular\u0131n\u0131n ge\u00e7erlili\u011fini, g\u00fcvenilirli\u011fini ve nesnelli\u011fini art\u0131rabilirler.&nbsp;<\/p>\n\n\n\n<h2 id=\"h-conclusion\">Sonu\u00e7<\/h2>\n\n\n\n<p>Sonu\u00e7 olarak, ara\u015ft\u0131rmac\u0131 \u00f6nyarg\u0131s\u0131, bulgular\u0131n b\u00fct\u00fcnl\u00fc\u011f\u00fcn\u00fc tehlikeye atan sistematik hatalar veya \u00e7arp\u0131tmalar ortaya \u00e7\u0131karabilece\u011finden, ara\u015ft\u0131rma \u00e7al\u0131\u015fmalar\u0131nda \u00f6nemli bir endi\u015fe kayna\u011f\u0131d\u0131r. Ara\u015ft\u0131rmac\u0131lar, bu makalede tart\u0131\u015f\u0131lan stratejileri uygulayarak ve etik davran\u0131\u015f\u0131 te\u015fvik ederek \u00e7al\u0131\u015fmalar\u0131n\u0131n nesnelli\u011fini ve g\u00fcvenilirli\u011fini art\u0131rabilir, ara\u015ft\u0131rma bulgular\u0131n\u0131n inand\u0131r\u0131c\u0131l\u0131\u011f\u0131n\u0131 ve ge\u00e7erlili\u011fini sa\u011flayabilirler.<\/p>\n\n\n\n<h2 id=\"h-can-t-find-exactly-what-you-need-we-will-design-it-for-you\">Tam Olarak \u0130htiyac\u0131n\u0131z Olan\u0131 Bulam\u0131yor musunuz? Sizin \u0130\u00e7in Tasarlayal\u0131m!<\/h2>\n\n\n\n<p>Bir ara\u015ft\u0131rmac\u0131 olarak, internette tezinize uygun g\u00f6rselleri bulmak \u00e7o\u011fu zaman zordur. E\u011fer siz de ayn\u0131 sorunla kar\u015f\u0131 kar\u015f\u0131yaysan\u0131z, i\u015fte \u00e7\u00f6z\u00fcm\u00fc <a href=\"https:\/\/mindthegraph.com\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph<\/a>. Bilimsel grafiklerden olu\u015fan bir k\u00fct\u00fcphanedeki g\u00f6rselleri kullanman\u0131za yard\u0131mc\u0131 olan bir infografik arac\u0131d\u0131r. \u0130htiyac\u0131n\u0131z olan g\u00f6rselleri bulamazsan\u0131z, ekibimiz bunlar\u0131 sizin i\u00e7in tasarlayacakt\u0131r. Y\u00fcksek kaliteli bilimsel g\u00f6rselleri ke\u015ffetmek i\u00e7in \u015fimdi kaydolun.&nbsp;<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Perde Arkas\u0131 - Ye\u015fil \u00c7ay \u0130nfografi\u011fi Olu\u015fturma\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/vidCJnaUzg8?feature=oembed&#038;enablejsapi=1&#038;origin=https:\/\/mindthegraph.com\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"is-layout-flex wp-block-buttons\">\n<div class=\"wp-block-button aligncenter\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/mindthegraph.com\/\" style=\"border-radius:50px;background-color:#dc1866\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph ile Yaratmaya Ba\u015flay\u0131n<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>","protected":false},"excerpt":{"rendered":"<p>Tarafs\u0131z ara\u015ft\u0131rman\u0131n s\u0131rlar\u0131n\u0131 ortaya \u00e7\u0131kar\u0131n. Ara\u015ft\u0131rmalarda, metodolojilerde ve yakla\u015f\u0131mlarda \u00f6nyarg\u0131dan nas\u0131l ka\u00e7\u0131n\u0131laca\u011f\u0131n\u0131 \u00f6\u011frenin.<\/p>","protected":false},"author":33,"featured_media":29794,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[959,28],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How To Avoid Bias In Research: Navigating Scientific Objectivity - Mind the Graph Blog<\/title>\n<meta name=\"description\" content=\"Uncover the secrets to unbiased research. Learn how to avoid bias in research, its methodologies, and approaches.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mindthegraph.com\/blog\/tr\/arastirmada-onyargidan-nasil-kacinilir\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How To Avoid Bias In Research: Navigating Scientific Objectivity\" \/>\n<meta property=\"og:description\" content=\"Uncover the secrets to unbiased research. 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