{"id":793125,"date":"2022-11-01T11:00:30","date_gmt":"2022-11-01T11:00:30","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/istatistiksel-analiz-plani-nedir-ve-nasil-gelistirilir\/"},"modified":"2022-11-01T11:00:30","modified_gmt":"2022-11-01T11:00:30","slug":"istatistiksel-analiz-plani-nedir-ve-nasil-gelistirilir","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/tr\/istatistiksel-analiz-plani-nedir-ve-nasil-gelistirilir\/","title":{"rendered":"\u0130statistiksel Analiz Plan\u0131: Nedir ve Nas\u0131l Geli\u015ftirilir"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Ara\u015ft\u0131rma tasar\u0131m\u0131 ne olursa olsun, istatistikler ara\u015ft\u0131rman\u0131n \u00f6nemli bir bile\u015fenidir \u00e7\u00fcnk\u00fc ara\u015ft\u0131rmac\u0131lar\u0131n toplanan verileri \u00f6zetlemesine ve yorumlamas\u0131 i\u00e7in ba\u015fkalar\u0131na vermesine olanak tan\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dolay\u0131s\u0131yla, veri analizi i\u00e7in bir plan haz\u0131rlarken bunu g\u00f6z \u00f6n\u00fcnde bulundurmal\u0131y\u0131z. Veri toplamaya ba\u015flamadan \u00f6nce tan\u0131mlanm\u0131\u015f bir analitik plana ihtiyac\u0131m\u0131z var. SAP (istatistiksel analiz plan\u0131) bizi ba\u015flang\u0131\u00e7tan sonuca kadar y\u00f6nlendirecek, verileri \u00f6zetlememize ve tan\u0131mlamam\u0131za ve hipotezlerimizi test etmemize yard\u0131mc\u0131 olacakt\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0130statistiksel analiz plan\u0131 (SAP) ama\u00e7lanan klinik ara\u015ft\u0131rma analizini a\u00e7\u0131klar. SAP, analizi temsil eden protokol\u00fcn aksine, ara\u015ft\u0131rma analizinin istatistiksel y\u00f6ntemlerini a\u00e7\u0131klayan teknik bir belgedir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Klinik ara\u015ft\u0131rma raporu SAP&#8217;de tan\u0131mlanan t\u00fcm istatistiksel \u00e7\u0131kt\u0131lar\u0131 i\u00e7erecektir. \u0130statistik programc\u0131lar\u0131n\u0131n \u00e7\u0131kt\u0131lar\u0131n\u0131 olu\u015fturmak i\u00e7in kulland\u0131klar\u0131 en pop\u00fcler belgeler SAP ve a\u00e7\u0131klamal\u0131 CRF&#8217;lerdir.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u0130statistiksel analiz plan\u0131 nedir?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Bir istatistiksel analiz plan\u0131 veya SAP, toplayaca\u011f\u0131n\u0131z nicel veya nitel verilerin analitik yakla\u015f\u0131m\u0131n\u0131 ana hatlar\u0131yla belirtir. Protokol\u00fcn\u00fcz\u00fc desteklemek i\u00e7in kullan\u0131labilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">SAP, istatistiksel analizlerin ger\u00e7ekle\u015ftirilmesi i\u00e7in kapsaml\u0131 talimatlar i\u00e7erir ve \u00e7al\u0131\u015fma protokol\u00fcnden daha teknik bir belgedir. SAP ba\u015flang\u0131\u00e7ta klinik ara\u015ft\u0131rmalar i\u00e7in tasarlanm\u0131\u015f olsa da, di\u011fer t\u00fcr ara\u015ft\u0131rma tasar\u0131mlar\u0131nda da yard\u0131mc\u0131 olabilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6rne\u011fin, temel (felsefi) yakla\u015f\u0131m\u0131 tan\u0131mlayan ve \u00fc\u00e7genleme, doygunluk kriterleri ve al\u0131nt\u0131 se\u00e7imi gibi ayr\u0131nt\u0131lar\u0131 i\u00e7eren belgelenmi\u015f bir plan, nitel veri analizi i\u00e7in muhtemelen faydal\u0131d\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">SAP&#8217;de, \u00f6nerilen istatistiksel analiz \u00f6nceden belirtilmelidir. Bu belge a\u015fa\u011f\u0131dakileri i\u00e7ermelidir:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Hem birincil hem de ikincil sonlan\u0131m noktalar\u0131.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Analiz y\u00f6ntemleri<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Birincil analiz seti<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kar\u015f\u0131la\u015ft\u0131rmalar ve anlaml\u0131l\u0131k seviyeleri \u00f6nceden tan\u0131mlanm\u0131\u015ft\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.questionpro.com\/blog\/exploratory-data-analysis\/\">Ke\u015fifsel veri analizleri<\/a>.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Olgunlu\u011funuzu test edin.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">\u0130statistiksel analiz plan\u0131 nas\u0131l geli\u015ftirilir?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Bir SAP veya \u0130statistiksel Analiz Plan\u0131 haz\u0131rlamak, klinik ara\u015ft\u0131rma protokol\u00fc haz\u0131rlamaktan daha zordur ve istatistiksel y\u00f6ntemlerin, t\u0131bbi dilin ve g\u00f6rselle\u015ftirme g\u00fcc\u00fcn\u00fcn sa\u011flam bir \u015fekilde kavranmas\u0131n\u0131 gerektirir. \u0130statistiksel programlama ve klinik ara\u015ft\u0131rma sonu\u00e7lar\u0131n\u0131n raporlanmas\u0131 hakk\u0131nda kapsaml\u0131 talimatlar verir.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">A\u015fa\u011f\u0131da listelenen d\u00f6rt SAP formu klinik bir deneyde kullan\u0131lm\u0131\u015ft\u0131r:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Veri izleme<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">ara d\u00f6nem i\u0307stati\u0307sti\u0307ksel anali\u0307z<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Entegre istatistiksel analiz stratejisi<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bir klinik ara\u015ft\u0131rman\u0131n istatistiksel analizi i\u00e7in plan<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">SAP ihtiyac\u0131n\u0131n belirlenmesi<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0130statistiksel yakla\u015f\u0131m\u0131n \u00e7al\u0131\u015fma protokol\u00fcnde yeterli ayr\u0131nt\u0131da a\u00e7\u0131klanmas\u0131 halinde, ara\u015ft\u0131rma \u00fczerinde hi\u00e7 \u00e7al\u0131\u015fmam\u0131\u015f nitelikli bir istatistik\u00e7i ilgili analizi \u00fcstlenebilmelidir. Bu durum, h\u0131zl\u0131 bir analiz seti kullanan CTIMP d\u0131\u015f\u0131 programlar i\u00e7in s\u0131kl\u0131kla ge\u00e7erlidir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bununla birlikte, karma\u015f\u0131k istatistiksel y\u00f6ntemler kullanan y\u00fcksek riskli \u00e7al\u0131\u015fmalar (CTIMP&#8217;ler gibi) i\u00e7in bir SAP (\u0130statistiksel Analiz Plan\u0131) gerekli olacakt\u0131r, \u00e7\u00fcnk\u00fc protokolde a\u00e7\u0131klanan y\u00f6ntemlerin daha teknik ve derinlemesine a\u00e7\u0131klamalar\u0131n\u0131n yan\u0131 s\u0131ra birincil ve ikincil de\u011fi\u015fkenlerin ve di\u011fer m\u00fcteakip verilerin istatistiksel analizinin ger\u00e7ekle\u015ftirilmesi i\u00e7in \u00f6zel talimatlar i\u00e7erecektir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Trust&#8217;a bir \u00e7al\u0131\u015fma sponsoru olarak hareket etmek \u00fczere ilk ba\u015fvuru yap\u0131ld\u0131\u011f\u0131nda, CI, \u0130statistik\u00e7i ve uygun yetkinlikteki bir sponsor temsilcisi bir SAP&#8217;nin gerekli olup olmad\u0131\u011f\u0131n\u0131 belirleyecektir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bir SAP&#8217;nin (\u0130statistiksel Analiz Plan\u0131) gerekli oldu\u011funu varsayal\u0131m. B\u00f6yle bir durumda, ara\u015ft\u0131rma istatistik\u00e7isi ve CI, randomizasyon kodunu ve k\u00f6rle\u015ftirilmi\u015f ara\u015ft\u0131rmalar i\u00e7in herhangi bir ara analizi da\u011f\u0131tmadan \u00f6nce (veya k\u00f6rle\u015ftirilmemi\u015f bir ara\u015ft\u0131rmada analiz ba\u015flamadan \u00f6nce) bunu haz\u0131rlamal\u0131 ve onaylamal\u0131d\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nihai SAP&#8217;nin (Klinik \u00c7al\u0131\u015fma Raporuna (K\u00c7R) dahil edilecektir) belirlenmesini kolayla\u015ft\u0131rmak i\u00e7in SAP geli\u015ftirme s\u00fcreci boyunca versiyon kontrol\u00fc kullan\u0131lmal\u0131d\u0131r.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">SAP&#8217;deki Bilgiler<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">SAP (\u0130statistiksel Analiz Plan\u0131), deneme protokol\u00fcn\u00fcn istatistiksel hususlar b\u00f6l\u00fcm\u00fcne dayanmal\u0131 ve a\u015fa\u011f\u0131dakileri i\u00e7ermelidir:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">SAP&#8217;yi kimin yazd\u0131\u011f\u0131, s\u00fcr\u00fcm numaras\u0131, ne zaman onayland\u0131\u011f\u0131 ve kimin imzalad\u0131\u011f\u0131na ili\u015fkin istatistikler.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00d6rneklem b\u00fcy\u00fckl\u00fc\u011f\u00fc hesaplamas\u0131n\u0131n ilgili varsay\u0131mlar\u0131 ve \u00f6ng\u00f6r\u00fclen kat\u0131l\u0131mc\u0131 say\u0131s\u0131.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Veri analiz tekni\u011finde kullan\u0131lan ana ve ara analizlerin kapsaml\u0131 bir a\u00e7\u0131klamas\u0131. Bu, a\u015fa\u011f\u0131dakileri kapsamaktad\u0131r:<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\u00c7al\u0131\u015fman\u0131n hedefleri deneme protokol\u00fcnde ana hatlar\u0131yla belirtilmi\u015ftir.  <\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Ara\u015ft\u0131rman\u0131n protokolde belirtilen ama\u00e7lar\u0131n\u0131 yerine getirmek i\u00e7in birincil ve ikincil hipotezler belirlenmeli ve tahmin edilmesi gereken parametreler belirtilmelidir.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Klinik ara\u015ft\u0131rman\u0131n nihai analizinde kullan\u0131lacak kohortlar\u0131n kesin bir tan\u0131m\u0131, \u00f6rne\u011fin Tedavi Niyeti (ITT), randomize olarak, vb.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Her \u00e7al\u0131\u015fman\u0131n birincil ve ikincil sonu\u00e7lar\u0131n\u0131n bir \u00f6zeti. Sadece bir ana birincil sonucun bulunmas\u0131 beklenmektedir. SAP, her bir sonu\u00e7 \u00f6l\u00e7\u00fct\u00fcn\u00fcn nas\u0131l \u00f6l\u00e7\u00fclece\u011fini belirtmelidir. Sonu\u00e7 \u00f6l\u00e7\u00fcmlerini analiz etmek i\u00e7in istatistiksel testler ve eksik verileri hesaba katma y\u00f6ntemi kullan\u0131lm\u0131\u015ft\u0131r.<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">SAP (\u0130statistiksel Analiz Plan\u0131), \u00e7al\u0131\u015fma sonu\u00e7lar\u0131n\u0131 analiz etmek ve g\u00f6r\u00fcnt\u00fclemek i\u00e7in kullan\u0131lan prosed\u00fcrleri de kapsaml\u0131 bir \u015fekilde a\u00e7\u0131klamal\u0131d\u0131r.<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Kullan\u0131lacak istatistiksel anlaml\u0131l\u0131k d\u00fczeyinin yan\u0131 s\u0131ra tek kuyruklu veya iki kuyruklu testlerin kullan\u0131l\u0131p kullan\u0131lmayaca\u011f\u0131.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Kay\u0131p verilerle ba\u015fa \u00e7\u0131kma y\u00f6ntemleri.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Ayk\u0131r\u0131 de\u011ferlerle ba\u015fa \u00e7\u0131kma y\u00f6ntemleri.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Protokol varyasyonlar\u0131, uyumsuzluk ve geri \u00e7ekilmelerle ba\u015fa \u00e7\u0131kma prosed\u00fcrleri.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Noktalar\u0131 ve aral\u0131klar\u0131 tahmin etme y\u00f6ntemleri.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Veriye dayal\u0131 tan\u0131mlar ve belirsizli\u011fi en aza indirmek i\u00e7in gereken ek ayr\u0131nt\u0131lar dahil olmak \u00fczere bile\u015fik veya t\u00fcretilmi\u015f de\u011fi\u015fkenleri hesaplama kurallar\u0131.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Temel ve ortak de\u011fi\u015fken verileri kullan\u0131l\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Randomizasyon fakt\u00f6rlerinin dahil edilmesi (varsa).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\u00c7e\u015fitli konumlardan gelen verilerle ba\u015fa \u00e7\u0131kma y\u00f6ntemleri.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Tedavi etkile\u015fimleri ile ba\u015fa \u00e7\u0131kma y\u00f6ntemleri<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\u00c7oklu kar\u015f\u0131la\u015ft\u0131rmalar ve alt grup analizi i\u00e7in y\u00f6ntemler<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Ara veya ard\u0131\u015f\u0131k analizler planlanmaktad\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Bir klinik ara\u015ft\u0131rman\u0131n sonland\u0131r\u0131lmas\u0131 ve analizde bunun hesaba kat\u0131lmas\u0131 i\u00e7in prosed\u00fcrler<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Verileri analiz etmek i\u00e7in kullan\u0131lan bilgisayar sistemleri ve istatistiksel yaz\u0131l\u0131m paketleri belirtilmi\u015ftir.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Kritik analiz varsay\u0131mlar\u0131 ve duyarl\u0131l\u0131k analizleri bu y\u00f6ntemler kullan\u0131larak kontrol edilir.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\u00c7al\u0131\u015fma verilerini sunmak i\u00e7in tablolar ve \u015fekiller<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">G\u00fcvenli n\u00fcfus tan\u0131mlanm\u0131\u015ft\u0131r.<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">SAP, istatistiksel modelin test edilmesine y\u00f6nelik h\u00fck\u00fcmleri ve test varsay\u0131mlar\u0131n\u0131n kar\u015f\u0131lanmamas\u0131 halinde alternatif y\u00f6ntemlere ili\u015fkin bilgileri i\u00e7ermelidir.<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">SAP&#8217;de De\u011fi\u015fiklik Yapma<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ara\u015ft\u0131rma ortam\u0131nda ve\/veya SAP&#8217;de belirtilen istatistiksel analiz prosed\u00fcrlerinde yap\u0131lacak her t\u00fcrl\u00fc de\u011fi\u015fiklik iyi d\u00fczenlenmeli, tam olarak gerek\u00e7elendirilmeli ve \u0130statistiksel Rapora kaydedilmelidir. Ara\u015ft\u0131rma \u0130statistik\u00e7isi ve Ba\u015f Ara\u015ft\u0131rmac\u0131 da bunlar \u00fczerinde mutab\u0131k kalmal\u0131d\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Protokol uyumu yasal bir gereklilik oldu\u011fundan, SAP \u00e7al\u0131\u015fma protokol\u00fcn\u00fcn istatistiksel hususlar b\u00f6l\u00fcm\u00fcne uygun olmal\u0131d\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">SAP&#8217;de ara\u015ft\u0131rma protokol\u00fcne uymayan herhangi bir istatistiksel analiz, protokol revizyonunun gerekli olup olmad\u0131\u011f\u0131n\u0131n belirlenmesi i\u00e7in destekleyiciye bildirilmelidir.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Sonu\u00e7<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0130yi yaz\u0131lm\u0131\u015f ve ayr\u0131nt\u0131l\u0131 bir \u0130statistiksel Analiz Plan\u0131 (SAP), klinik \u00e7al\u0131\u015fmalar\u0131n ve di\u011fer spesifik ara\u015ft\u0131rmalar\u0131n ge\u00e7erlili\u011fini ve genellenebilirli\u011fini art\u0131rmak i\u00e7in gereklidir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">SAP, \u00e7al\u0131\u015fma protokol\u00fcnde yaz\u0131l\u0131 ve ba\u011f\u0131ms\u0131z olarak klinik ara\u015ft\u0131rma analizi i\u00e7in \u00f6ng\u00f6r\u00fclen istatistiksel temel\/ileri prosed\u00fcrlerin net bir \u00e7er\u00e7evesidir. SAP, bir klinik ara\u015ft\u0131rman\u0131n olu\u015fturulmas\u0131nda kritik \u00f6neme sahiptir ve temel d\u00fczenleyici \u00f6zel belgelerden biridir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Do\u011fru verilere bakmak ve bunlar\u0131 de\u011ferlendirmek, ara\u015ft\u0131rmac\u0131lar ve pazarlamac\u0131lar i\u00e7in olduk\u00e7a de\u011ferlidir. QuestionPro gibi k\u00f6kl\u00fc bir ara\u015ft\u0131rma platformu ile ara\u015ft\u0131rma verilerini toplayabilir ve ara\u00e7 i\u00e7inde karma\u015f\u0131k bir analiz ger\u00e7ekle\u015ftirerek \u00f6nemli olan i\u00e7g\u00f6r\u00fcleri elde edebilirsiniz.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">QuestionPro&#8217;yu kullanarak, m\u00fc\u015fterilerinizi ve di\u011fer \u00e7al\u0131\u015fma konular\u0131n\u0131 daha iyi anlarken \u00f6nemli kararlar\u0131 daha h\u0131zl\u0131 verebilirsiniz. Kurumsal d\u00fczeyde ara\u015ft\u0131rma paketinin \u00f6zelliklerini hemen kullan\u0131n!<\/span><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.questionpro.com\/research-edition-survey-software\/\" target=\"_blank\" rel=\"noopener\"><br \/>\n  <button>DAHA FAZLA BI\u0307LGI\u0307 EDI\u0307NI\u0307N<\/button><br \/>\n<\/a>       <a href=\"https:\/\/www.questionpro.com\/a\/showEntry.do?classID=1053&amp;sourceRef=blog\" target=\"_blank\" rel=\"noopener\"><br \/>\n  <button>\u00dcCRETS\u0130Z DENEME<\/button><br \/>\n<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ara\u015ft\u0131rma tasar\u0131m\u0131 ne olursa olsun, istatistikler ara\u015ft\u0131rman\u0131n \u00f6nemli bir bile\u015fenidir \u00e7\u00fcnk\u00fc ara\u015ft\u0131rmac\u0131lar\u0131n toplanan verileri \u00f6zetlemesine ve yorumlamas\u0131 i\u00e7in ba\u015fkalar\u0131na vermesine [&hellip;]<\/p>\n","protected":false},"author":48,"featured_media":721257,"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":[1118],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0130statistiksel Analiz Plan\u0131: Nedir ve Nas\u0131l Geli\u015ftirilir | QuestionPro<\/title>\n<meta name=\"description\" content=\"Bir istatistiksel analiz plan\u0131, beklenen analitik ve protokol\u00fcn teknik analizini detayland\u0131r\u0131r. 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