

{"id":730546,"date":"2018-04-09T06:05:51","date_gmt":"2018-04-09T13:05:51","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/ornekleme-turleri-orneklerle-ornekleme-yontemleri-2\/"},"modified":"2018-04-09T06:05:51","modified_gmt":"2018-04-09T06:05:51","slug":"ornekleme-turleri-orneklerle-ornekleme-yontemleri-2","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/tr\/ornekleme-turleri-orneklerle-ornekleme-yontemleri-2\/","title":{"rendered":"\u00d6rnekleme T\u00fcrleri: \u00d6rneklerle \u00d6rnekleme Y\u00f6ntemleri"},"content":{"rendered":"<h2><b>\u00d6rnekleme nedir?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u00d6rnekleme<\/span><span style=\"font-weight: 400;\">  N\u00fcfusun tek tek \u00fcyelerini veya bir alt k\u00fcmesini se\u00e7erek bunlardan istatistiksel \u00e7\u0131kar\u0131mlar yapma ve t\u00fcm n\u00fcfusun \u00f6zelliklerini tahmin etme tekni\u011fidir. Farkl\u0131 \u00f6rnekleme y\u00f6ntemleri ara\u015ft\u0131rmac\u0131lar taraf\u0131ndan yayg\u0131n olarak kullan\u0131lmaktad\u0131r.  <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/what-is-market-research\/\"><br \/>\n  <span style=\"font-weight: 400;\">pazar ara\u015ft\u0131rmas\u0131<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> B\u00f6ylece eyleme d\u00f6n\u00fc\u015ft\u00fcr\u00fclebilir i\u00e7g\u00f6r\u00fcler elde etmek i\u00e7in n\u00fcfusun tamam\u0131n\u0131 ara\u015ft\u0131rmalar\u0131 gerekmez.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ayn\u0131 zamanda zaman a\u00e7\u0131s\u0131ndan uygun ve uygun maliyetli bir y\u00f6ntemdir ve bu nedenle <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/research-design\/\"><br \/>\n  <span style=\"font-weight: 400;\">ara\u015ft\u0131rma tasar\u0131m\u0131<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">. \u00d6rnekleme teknikleri, optimum t\u00fcretme i\u00e7in bir ara\u015ft\u0131rma anketi yaz\u0131l\u0131m\u0131nda kullan\u0131labilir.<\/span><\/p>\n<p><b>\u00d6rne\u011fin,<\/b><span style=\"font-weight: 400;\">  Bir ila\u00e7 \u00fcreticisi, bir ilac\u0131n \u00fclke n\u00fcfusu \u00fczerindeki olumsuz yan etkilerini ara\u015ft\u0131rmak isterse, herkesi kapsayan bir ara\u015ft\u0131rma \u00e7al\u0131\u015fmas\u0131 y\u00fcr\u00fctmek neredeyse imkans\u0131zd\u0131r. Bu durumda, ara\u015ft\u0131rmac\u0131 her bir <a href=\"https:\/\/www.questionpro.com\/blog\/sample\/\">\u00f6rneklemden<\/a> bir ki\u015fi se\u00e7er.  <\/span><span style=\"font-weight: 400;\">demografik<\/span><span style=\"font-weight: 400;\"> ve daha sonra bunlar\u0131 ara\u015ft\u0131rarak ilac\u0131n davran\u0131\u015f\u0131 hakk\u0131nda kendisine g\u00f6sterge niteli\u011finde geri bildirim verir.<\/span><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.questionpro.com\/a\/showEntry.do?mode=audience&amp;sourceRef=blog-audience\"><b>Audience by QuestionPro hakk\u0131nda daha fazla bilgi edinin<\/b><\/a><\/p>\n<h3><b>\u00d6rnekleme t\u00fcrleri: \u00f6rnekleme y\u00f6ntemleri  <\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Piyasa <a href=\"https:\/\/www.questionpro.com\/blog\/action-research\/\">eylem ara\u015ft\u0131rmas\u0131nda<\/a> \u00f6rnekleme iki t\u00fcrd\u00fcr &#8211; olas\u0131l\u0131kl\u0131 \u00f6rnekleme ve olas\u0131l\u0131kl\u0131 olmayan \u00f6rnekleme. \u015eimdi bu iki \u00f6rnekleme y\u00f6ntemine daha yak\u0131ndan bakal\u0131m.<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\"><b>Olas\u0131l\u0131k \u00f6rneklemesi:<\/b> <a href=\"https:\/\/www.questionpro.com\/blog\/probability-sampling\/\"><br \/>\n  <span style=\"font-weight: 400;\">Olas\u0131l\u0131k \u00f6rneklemesi<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  Bir ara\u015ft\u0131rmac\u0131n\u0131n birka\u00e7 kriter belirleyerek bir pop\u00fclasyonun \u00fcyelerini rastgele se\u00e7ti\u011fi bir \u00f6rnekleme tekni\u011fidir. Bu se\u00e7im parametresi ile t\u00fcm \u00fcyeler \u00f6rneklemin bir par\u00e7as\u0131 olmak i\u00e7in e\u015fit f\u0131rsata sahiptir.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Olas\u0131l\u0131ks\u0131z \u00f6rnekleme: <\/b><span style=\"font-weight: 400;\">\u0130\u00e7inde<\/span> <a href=\"https:\/\/www.questionpro.com\/blog\/non-probability-sampling\/\"><br \/>\n  <span style=\"font-weight: 400;\">olas\u0131l\u0131k d\u0131\u015f\u0131<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  \u00f6rnekleme, ara\u015ft\u0131rmac\u0131 ara\u015ft\u0131rma i\u00e7in \u00fcyeleri rastgele se\u00e7er. Bu \u00f6rnekleme y\u00f6ntemi sabit veya \u00f6nceden tan\u0131mlanm\u0131\u015f bir se\u00e7im s\u00fcreci de\u011fildir. Bu durum, bir pop\u00fclasyonun t\u00fcm unsurlar\u0131n\u0131n bir \u00f6rnekleme dahil olmak i\u00e7in e\u015fit f\u0131rsatlara sahip olmas\u0131n\u0131 zorla\u015ft\u0131rmaktad\u0131r.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Bu blogda, herhangi bir \u00f6rnekleme y\u00f6nteminde uygulayabilece\u011finiz \u00e7e\u015fitli olas\u0131l\u0131kl\u0131 ve olas\u0131l\u0131kl\u0131 olmayan \u00f6rnekleme y\u00f6ntemlerini tart\u0131\u015f\u0131yoruz. <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/what-is-market-research\/\"><br \/>\n  <span style=\"font-weight: 400;\">pazar ara\u015ft\u0131rmas\u0131<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> \u00e7al\u0131\u015fma.<\/span><\/p>\n<h3><b>\u00d6rneklerle olas\u0131l\u0131kl\u0131 \u00f6rnekleme t\u00fcrleri:<\/b><\/h3>\n<p><a href=\"https:\/\/www.questionpro.com\/blog\/probability-sampling\/\"><span style=\"font-weight: 400;\">Olas\u0131l\u0131k \u00f6rneklemesi<\/span><\/a><span style=\"font-weight: 400;\">  ara\u015ft\u0131rmac\u0131lar\u0131n olas\u0131l\u0131k teorisine dayal\u0131 bir y\u00f6ntem kullanarak daha b\u00fcy\u00fck bir pop\u00fclasyondan \u00f6rneklem se\u00e7tikleri bir \u00f6rnekleme tekni\u011fidir. Bu \u00f6rnekleme y\u00f6ntemi, pop\u00fclasyonun her bir \u00fcyesini dikkate al\u0131r ve sabit bir s\u00fcrece dayal\u0131 olarak \u00f6rnekler olu\u015fturur.<\/span><\/p>\n<p><b>\u00d6rne\u011fin,<\/b><span style=\"font-weight: 400;\">  1000 \u00fcyeden olu\u015fan bir pop\u00fclasyonda, her \u00fcyenin bir \u00f6rneklemin par\u00e7as\u0131 olmak \u00fczere se\u00e7ilme \u015fans\u0131 1\/1000 olacakt\u0131r. Olas\u0131l\u0131kl\u0131 \u00f6rnekleme, pop\u00fclasyondaki <a href=\"https:\/\/www.questionpro.com\/blog\/sampling-bias\/\">\u00f6rnekleme yanl\u0131l\u0131\u011f\u0131n\u0131<\/a> ortadan kald\u0131r\u0131r ve t\u00fcm \u00fcyelere \u00f6rne\u011fe dahil olmak i\u00e7in adil bir \u015fans verir.<\/span><\/p>\n<p><b>D\u00f6rt t\u00fcr olas\u0131l\u0131kl\u0131 \u00f6rnekleme tekni\u011fi vard\u0131r:<\/b><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-118487\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2018\/04\/types-of-probability-sampling-min-1.jpg\" alt=\"Olas\u0131l\u0131kl\u0131 \u00f6rnekleme t\u00fcrleri\" width=\"992\" height=\"882\"><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><b>Basit rastgele \u00f6rnekleme:<\/b><span style=\"font-weight: 400;\"> Zaman ve kaynak tasarrufu sa\u011flamaya yard\u0131mc\u0131 olan en iyi olas\u0131l\u0131kl\u0131 \u00f6rnekleme tekniklerinden biri <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/simple-random-sampling\/\"><br \/>\n  <span style=\"font-weight: 400;\">Basit Rastgele \u00d6rnekleme<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  y\u00f6ntem. Bir pop\u00fclasyonun her bir \u00fcyesinin rastgele, sadece \u015fans eseri se\u00e7ildi\u011fi g\u00fcvenilir bir bilgi edinme y\u00f6ntemidir. Her birey, bir \u00f6rneklemin par\u00e7as\u0131 olmak \u00fczere se\u00e7ilme konusunda ayn\u0131 olas\u0131l\u0131\u011fa sahiptir.<br \/>\n<\/span><span style=\"font-weight: 400;\">\u00d6rne\u011fin, 500 \u00e7al\u0131\u015fan\u0131 olan bir kurulu\u015fta, \u0130K ekibi ekip kurma faaliyetleri y\u00fcr\u00fctmeye karar verirse, b\u00fcy\u00fck olas\u0131l\u0131kla bir kaseden \u00e7it se\u00e7meyi tercih edeceklerdir. Bu durumda, 500 \u00e7al\u0131\u015fan\u0131n her biri e\u015fit se\u00e7ilme \u015fans\u0131na sahiptir.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>K\u00fcme \u00f6rneklemesi:<\/b> <a href=\"https:\/\/www.questionpro.com\/blog\/cluster-sampling\/\"><br \/>\n  <span style=\"font-weight: 400;\">K\u00fcme \u00f6rneklemesi<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  ara\u015ft\u0131rmac\u0131lar\u0131n t\u00fcm pop\u00fclasyonu bir pop\u00fclasyonu temsil eden b\u00f6l\u00fcmlere veya k\u00fcmelere ay\u0131rd\u0131\u011f\u0131 bir y\u00f6ntemdir. K\u00fcmeler belirlenir ve ya\u015f, cinsiyet, konum gibi demografik parametrelere dayal\u0131 olarak bir \u00f6rne\u011fe dahil edilir. Bu, bir anket olu\u015fturucusunun geri bildirimlerden etkili \u00e7\u0131kar\u0131mlar elde etmesini \u00e7ok basit hale getirir.<br \/>\n<\/span><span style=\"font-weight: 400;\">\u00d6rne\u011fin, Birle\u015fik Devletler h\u00fck\u00fcmeti ABD anakaras\u0131nda ya\u015fayan g\u00f6\u00e7menlerin say\u0131s\u0131n\u0131 de\u011ferlendirmek isterse, bunu Kaliforniya, Teksas, Florida, Massachusetts, Colorado, Hawaii gibi eyaletlere dayal\u0131 k\u00fcmelere ay\u0131rabilir. Anketin bu \u015fekilde yap\u0131lmas\u0131, sonu\u00e7lar eyaletlere g\u00f6re d\u00fczenlenece\u011fi ve i\u00e7g\u00f6r\u00fcl\u00fc g\u00f6\u00e7 verileri sa\u011flayaca\u011f\u0131 i\u00e7in daha etkili olacakt\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Sistematik \u00f6rnekleme:<\/b><span style=\"font-weight: 400;\"> Ara\u015ft\u0131rmac\u0131lar a\u015fa\u011f\u0131daki y\u00f6ntemleri kullan\u0131r <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/systematic-sampling\/\"><br \/>\n  <span style=\"font-weight: 400;\">sistematik \u00f6rnekleme y\u00f6ntemi<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  Bir pop\u00fclasyonun \u00f6rnek \u00fcyelerini d\u00fczenli aral\u0131klarla se\u00e7mek i\u00e7in. \u00d6rneklem i\u00e7in bir ba\u015flang\u0131\u00e7 noktas\u0131n\u0131n ve d\u00fczenli aral\u0131klarla tekrarlanabilecek \u00f6rneklem b\u00fcy\u00fckl\u00fc\u011f\u00fcn\u00fcn se\u00e7ilmesini gerektirir. Bu t\u00fcr \u00f6rnekleme y\u00f6nteminin \u00f6nceden tan\u0131mlanm\u0131\u015f bir aral\u0131\u011f\u0131 vard\u0131r ve dolay\u0131s\u0131yla bu \u00f6rnekleme tekni\u011fi en az zaman alan y\u00f6ntemdir.<br \/>\n<\/span><span style=\"font-weight: 400;\">\u00d6rne\u011fin, bir ara\u015ft\u0131rmac\u0131 5000 ki\u015filik bir pop\u00fclasyonda 500 ki\u015filik sistematik bir \u00f6rneklem toplamay\u0131 ama\u00e7lamaktad\u0131r. Pop\u00fclasyonun her bir eleman\u0131n\u0131 1-5000 aras\u0131nda numaraland\u0131r\u0131r ve her 10. bireyi \u00f6rneklemin bir par\u00e7as\u0131 olarak se\u00e7er (Toplam pop\u00fclasyon \/ \u00d6rneklem B\u00fcy\u00fckl\u00fc\u011f\u00fc = 5000\/500 = 10).<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Tabakal\u0131 rastgele \u00f6rnekleme:<\/b> <a href=\"https:\/\/www.questionpro.com\/blog\/stratified-random-sampling\/\"><br \/>\n  <span style=\"font-weight: 400;\">Tabakal\u0131 rastgele \u00f6rnekleme<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  Ara\u015ft\u0131rmac\u0131n\u0131n pop\u00fclasyonu birbiriyle \u00f6rt\u00fc\u015fmeyen ancak t\u00fcm pop\u00fclasyonu temsil eden daha k\u00fc\u00e7\u00fck gruplara ay\u0131rd\u0131\u011f\u0131 bir y\u00f6ntemdir. \u00d6rnekleme yap\u0131l\u0131rken bu gruplar organize edilebilir ve ard\u0131ndan her gruptan ayr\u0131 ayr\u0131 \u00f6rneklem \u00e7ekilebilir.<br \/>\n<\/span><span style=\"font-weight: 400;\">\u00d6rne\u011fin, farkl\u0131 y\u0131ll\u0131k gelir dilimlerine mensup ki\u015filerin \u00f6zelliklerini analiz etmek isteyen bir ara\u015ft\u0131rmac\u0131, y\u0131ll\u0131k aile gelirine g\u00f6re tabakalar (gruplar) olu\u015fturacakt\u0131r. \u00d6rne\u011fin &#8211; 20.000 $&#8217;dan az, 21.000 $ &#8211; 30.000 $, 31.000 $ &#8211; 40.000 $, 41.000 $ &#8211; 50.000 $, vb. Ara\u015ft\u0131rmac\u0131 bunu yaparak farkl\u0131 gelir gruplar\u0131na mensup ki\u015filerin \u00f6zelliklerini ortaya \u00e7\u0131karmaktad\u0131r. Pazarlamac\u0131lar, verimli sonu\u00e7lar do\u011furacak bir yol haritas\u0131 olu\u015fturmak i\u00e7in hangi gelir gruplar\u0131n\u0131 hedefleyeceklerini ve hangilerini eleyeceklerini analiz edebilirler.<\/span><\/li>\n<\/ul>\n<h4><b>Olas\u0131l\u0131kl\u0131 \u00f6rneklemenin kullan\u0131m alanlar\u0131<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Olas\u0131l\u0131kl\u0131 \u00f6rneklemenin birden fazla kullan\u0131m alan\u0131 vard\u0131r:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><b>\u00d6rneklem \u00d6nyarg\u0131s\u0131n\u0131 Azalt\u0131n:  <\/b><span style=\"font-weight: 400;\">Olas\u0131l\u0131kl\u0131 \u00f6rnekleme y\u00f6ntemi kullan\u0131ld\u0131\u011f\u0131nda, bir pop\u00fclasyondan elde edilen \u00f6rneklemdeki yanl\u0131l\u0131k ihmal edilebilir veya hi\u00e7 yoktur. \u00d6rneklemin se\u00e7imi esas olarak ara\u015ft\u0131rmac\u0131n\u0131n anlay\u0131\u015f\u0131n\u0131 ve \u00e7\u0131kar\u0131m\u0131n\u0131 g\u00f6stermektedir. Olas\u0131l\u0131k \u00f6rneklemesi daha y\u00fcksek kaliteye yol a\u00e7ar  <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/data-collection\/\"><br \/>\n  <span style=\"font-weight: 400;\">veri\u0307 toplama<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> \u00d6rneklemin pop\u00fclasyonu uygun \u015fekilde temsil etmesi.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Farkl\u0131 N\u00fcfus:<\/b><span style=\"font-weight: 400;\"> N\u00fcfus geni\u015f ve \u00e7e\u015fitli oldu\u011funda, verilerin tek bir n\u00fcfusa do\u011fru \u00e7arp\u0131t\u0131lmamas\u0131 i\u00e7in yeterli temsilin sa\u011flanmas\u0131 \u00f6nemlidir. <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/demographic-examples\/\"><br \/>\n  <span style=\"font-weight: 400;\">demografik<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">. \u00d6rne\u011fin, Square sat\u0131\u015f noktas\u0131 cihazlar\u0131n\u0131 \u00fcretebilecek ki\u015fileri anlamak istiyorsa, ABD genelinde farkl\u0131 sekt\u00f6rlerden ve sosyo-ekonomik ge\u00e7mi\u015flerden gelen insanlardan olu\u015fan bir \u00f6rneklemle yap\u0131lan bir anket yard\u0131mc\u0131 olur.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Do\u011fru Bir \u00d6rneklem Olu\u015fturun:<\/b> Olas\u0131l\u0131k \u00f6rneklemesi, ara\u015ft\u0131rmac\u0131lar\u0131n do\u011fru bir \u00f6rneklem planlamas\u0131na ve olu\u015fturmas\u0131na yard\u0131mc\u0131 olur. Bu, iyi tan\u0131mlanm\u0131\u015f verilerin elde edilmesine yard\u0131mc\u0131 olur.<\/li>\n<\/ul>\n<h4><b>\u00d6rneklerle olas\u0131l\u0131kl\u0131 olmayan \u00f6rnekleme t\u00fcrleri<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Bu <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/non-probability-sampling\/\"><br \/>\n  <span style=\"font-weight: 400;\">olas\u0131l\u0131kl\u0131 olmayan y\u00f6ntem<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  sabit bir se\u00e7im s\u00fcrecine de\u011fil, bir ara\u015ft\u0131rmac\u0131n\u0131n veya istatistik\u00e7inin \u00f6rneklem se\u00e7me yeteneklerine dayal\u0131 olarak geri bildirim toplanmas\u0131n\u0131 i\u00e7eren bir \u00f6rnekleme y\u00f6ntemidir. \u00c7o\u011fu durumda, olas\u0131 olmayan bir \u00f6rneklemle yap\u0131lan bir anketin \u00e7\u0131kt\u0131s\u0131, istenen hedef kitleyi temsil etmeyebilecek \u00e7arp\u0131k sonu\u00e7lara yol a\u00e7ar. Ancak, ara\u015ft\u0131rman\u0131n \u00f6n a\u015famalar\u0131 veya ara\u015ft\u0131rma y\u00fcr\u00fctmek i\u00e7in maliyet k\u0131s\u0131tlamalar\u0131 gibi, olas\u0131l\u0131kl\u0131 olmayan \u00f6rneklemenin di\u011fer t\u00fcrden \u00e7ok daha yararl\u0131 olaca\u011f\u0131 durumlar vard\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Olas\u0131l\u0131ks\u0131z \u00f6rneklemenin d\u00f6rt t\u00fcr\u00fc, bu \u00f6rnekleme y\u00f6nteminin amac\u0131n\u0131 daha iyi a\u00e7\u0131klamaktad\u0131r:<\/span><\/p>\n<ul>\n<li><b>Uygunluk \u00f6rneklemesi:<\/b><span style=\"font-weight: 400;\">  Bu y\u00f6ntem, bir al\u0131\u015fveri\u015f merkezindeki m\u00fc\u015fterilerle veya i\u015flek bir caddeden ge\u00e7enlerle anket yapmak gibi deneklere eri\u015fim kolayl\u0131\u011f\u0131na ba\u011fl\u0131d\u0131r. Genellikle \u015fu \u015fekilde adland\u0131r\u0131l\u0131r  <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/convenience-sampling\/\"><span style=\"font-weight: 400;\">kolayda \u00f6rnekleme<\/span><\/a><span style=\"font-weight: 400;\">Ara\u015ft\u0131rmac\u0131n\u0131n bunu ger\u00e7ekle\u015ftirme ve deneklerle ileti\u015fime ge\u00e7me kolayl\u0131\u011f\u0131 nedeniyle. Ara\u015ft\u0131rmac\u0131lar\u0131n \u00f6rneklem unsurlar\u0131n\u0131 se\u00e7me yetkisi neredeyse hi\u00e7 yoktur ve bu tamamen yak\u0131nl\u0131\u011fa g\u00f6re yap\u0131l\u0131r, temsiliyete g\u00f6re de\u011fil. Bu olas\u0131l\u0131kl\u0131 olmayan \u00f6rnekleme y\u00f6ntemi, geri bildirim toplamada zaman ve maliyet s\u0131n\u0131rlamalar\u0131 oldu\u011funda kullan\u0131l\u0131r. Ara\u015ft\u0131rman\u0131n ilk a\u015famalar\u0131 gibi kaynak k\u0131s\u0131tlamalar\u0131n\u0131n oldu\u011fu durumlarda kolayda \u00f6rnekleme kullan\u0131l\u0131r.<br \/>\n<\/span><span style=\"font-weight: 400;\">\u00d6rne\u011fin, giri\u015fimler ve STK&#8217;lar genellikle bir al\u0131\u015fveri\u015f merkezinde yakla\u015fan etkinliklerin bro\u015f\u00fcrlerini da\u011f\u0131tmak veya bir amac\u0131n tan\u0131t\u0131m\u0131n\u0131 yapmak i\u00e7in kolayda \u00f6rnekleme yaparlar &#8211; bunu al\u0131\u015fveri\u015f merkezinin giri\u015finde durup bro\u015f\u00fcrleri rastgele da\u011f\u0131tarak yaparlar.<\/span><\/li>\n<li><b>Yarg\u0131sal veya ama\u00e7l\u0131 \u00f6rnekleme:<\/b> <a href=\"https:\/\/www.questionpro.com\/blog\/judgmental-sampling\/\"><br \/>\n  <span style=\"font-weight: 400;\">Yarg\u0131sal veya ama\u00e7l\u0131 \u00f6rneklemler<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  ara\u015ft\u0131rmac\u0131n\u0131n takdirine g\u00f6re \u015fekillenir. Ara\u015ft\u0131rmac\u0131lar, hedef kitlenin anlay\u0131\u015f\u0131yla birlikte \u00e7al\u0131\u015fman\u0131n amac\u0131n\u0131 da tamamen g\u00f6z \u00f6n\u00fcnde bulundururlar. \u00d6rne\u011fin, ara\u015ft\u0131rmac\u0131lar y\u00fcksek lisans e\u011fitimi almak isteyen ki\u015filerin d\u00fc\u015f\u00fcnce s\u00fcre\u00e7lerini anlamak istediklerinde. Se\u00e7im kriteri \u015fu \u015fekilde olacakt\u0131r: &#8220;Y\u00fcksek lisans\u0131n\u0131z\u0131 &#8230; alan\u0131nda yapmakla ilgileniyor musunuz?&#8221; ve &#8220;Hay\u0131r&#8221; cevab\u0131n\u0131 verenler \u00f6rneklemden \u00e7\u0131kar\u0131l\u0131r.<\/span><\/li>\n<li><b>Kartopu \u00f6rneklemesi:<\/b> <a href=\"https:\/\/www.questionpro.com\/blog\/snowball-sampling\/\"><br \/>\n  <span style=\"font-weight: 400;\">Kartopu \u00f6rneklemesi<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  ara\u015ft\u0131rmac\u0131lar\u0131n denekleri takip etmenin zor oldu\u011fu durumlarda ba\u015fvurduklar\u0131 bir \u00f6rnekleme y\u00f6ntemidir. \u00d6rne\u011fin, bar\u0131naks\u0131z ki\u015filer veya yasad\u0131\u015f\u0131 g\u00f6\u00e7menler \u00fczerinde anket yapmak son derece zor olacakt\u0131r. Bu gibi durumlarda, kartopu teorisi kullan\u0131larak, ara\u015ft\u0131rmac\u0131lar birka\u00e7 kategoriyi takip ederek g\u00f6r\u00fc\u015fme yapabilir ve sonu\u00e7lar elde edebilir. Ara\u015ft\u0131rmac\u0131lar bu \u00f6rnekleme y\u00f6ntemini konunun son derece hassas oldu\u011fu ve a\u00e7\u0131k\u00e7a tart\u0131\u015f\u0131lmad\u0131\u011f\u0131 durumlarda da uygularlar &#8211; \u00f6rne\u011fin HIV Aids hakk\u0131nda bilgi toplamak i\u00e7in yap\u0131lan anketler. Pek \u00e7ok ma\u011fdur bu sorulara kolayca yan\u0131t vermeyecektir. Yine de ara\u015ft\u0131rmac\u0131lar, ma\u011fdurlarla temasa ge\u00e7mek ve bilgi toplamak i\u00e7in tan\u0131d\u0131klar\u0131 ki\u015filerle veya konuyla ilgili g\u00f6n\u00fcll\u00fclerle ileti\u015fime ge\u00e7ebilirler.<\/span><\/li>\n<li><b>Kota \u00f6rneklemesi:<\/b><span style=\"font-weight: 400;\"> \u0130\u00e7inde <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/quota-sampling\/\"><br \/>\n  <span style=\"font-weight: 400;\">Kota \u00f6rneklemesi<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">Bu \u00f6rnekleme tekni\u011finde \u00fcyelerin se\u00e7imi \u00f6nceden belirlenmi\u015f bir standarda g\u00f6re ger\u00e7ekle\u015fir. Bu durumda, belirli niteliklere dayal\u0131 bir \u00f6rneklem olu\u015fturuldu\u011fu i\u00e7in, olu\u015fturulan \u00f6rneklem toplam pop\u00fclasyonda bulunan ayn\u0131 niteliklere sahip olacakt\u0131r. Numune toplamak i\u00e7in h\u0131zl\u0131 bir y\u00f6ntemdir.<\/span><\/li>\n<\/ul>\n<h4><b>Olas\u0131l\u0131ks\u0131z \u00f6rneklemenin kullan\u0131m alanlar\u0131<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Olas\u0131l\u0131ks\u0131z \u00f6rnekleme a\u015fa\u011f\u0131dakiler i\u00e7in kullan\u0131l\u0131r:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><b>Bir hipotez olu\u015fturun:<\/b><span style=\"font-weight: 400;\"> Ara\u015ft\u0131rmac\u0131lar hipotez olu\u015fturmak i\u00e7in <\/span><span style=\"font-weight: 400;\">olas\u0131l\u0131kl\u0131 olmayan \u00f6rnekleme y\u00f6ntemi<\/span><span style=\"font-weight: 400;\">  S\u0131n\u0131rl\u0131 veya hi\u00e7 \u00f6n bilgi bulunmad\u0131\u011f\u0131nda bir varsay\u0131m olu\u015fturmak i\u00e7in. Bu y\u00f6ntem, verilerin an\u0131nda geri d\u00f6n\u00fc\u015f\u00fcne yard\u0131mc\u0131 olur ve daha ileri ara\u015ft\u0131rmalar i\u00e7in bir temel olu\u015fturur.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Ke\u015fifsel ara\u015ft\u0131rma:<\/b><span style=\"font-weight: 400;\"> Ara\u015ft\u0131rmac\u0131lar bu \u00f6rnekleme tekni\u011fini nitel ara\u015ft\u0131rma, pilot \u00e7al\u0131\u015fmalar veya <\/span><span style=\"font-weight: 400;\">ke\u015fifsel ara\u015ft\u0131rma<\/span><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>B\u00fct\u00e7e ve zaman k\u0131s\u0131tlamalar\u0131:<\/b> B\u00fct\u00e7e ve zaman k\u0131s\u0131tlar\u0131 oldu\u011funda ve baz\u0131 \u00f6n verilerin toplanmas\u0131 gerekti\u011finde olas\u0131l\u0131k d\u0131\u015f\u0131 y\u00f6ntem.  <a href=\"https:\/\/www.questionpro.com\/features\/survey-design\/\">Anket tasar\u0131m\u0131<\/a> kat\u0131 olmad\u0131\u011f\u0131ndan, kat\u0131l\u0131mc\u0131lar\u0131 rastgele se\u00e7mek ve anketi veya <a href=\"https:\/\/www.questionpro.com\/blog\/what-is-a-questionnaire\/\">soru<\/a> formunu doldurmalar\u0131n\u0131 sa\u011flamak daha kolayd\u0131r.<\/li>\n<\/ul>\n<h4><b>Kullan\u0131lacak \u00f6rnekleme t\u00fcr\u00fcne nas\u0131l karar veriyorsunuz?<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Herhangi bir ara\u015ft\u0131rma i\u00e7in, \u00e7al\u0131\u015fman\u0131z\u0131n hedeflerini kar\u015f\u0131layacak bir \u00f6rnekleme y\u00f6ntemini do\u011fru bir \u015fekilde se\u00e7mek \u00e7ok \u00f6nemlidir. \u00d6rneklemenizin etkinli\u011fi \u00e7e\u015fitli fakt\u00f6rlere ba\u011fl\u0131d\u0131r. \u0130\u015fte uzman ara\u015ft\u0131rmac\u0131lar\u0131n en iyi \u00f6rnekleme y\u00f6ntemine karar vermek i\u00e7in izledikleri baz\u0131 ad\u0131mlar.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Ara\u015ft\u0131rma hedeflerini not edin. Genel olarak, maliyet, hassasiyet veya do\u011frulu\u011fun bir kombinasyonu olmal\u0131d\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Ara\u015ft\u0131rma hedeflerine potansiyel olarak ula\u015fabilecek etkili \u00f6rnekleme tekniklerini belirleyiniz.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Bu y\u00f6ntemlerin her birini test edin ve hedefinize ula\u015fman\u0131za yard\u0131mc\u0131 olup olmad\u0131klar\u0131n\u0131 inceleyin.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Ara\u015ft\u0131rma i\u00e7in en uygun y\u00f6ntemi se\u00e7in.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.questionpro.com\/a\/showEntry.do?mode=audience&amp;sourceRef=blog-audience\"><b>Do\u011fru \u00f6rneklemenin g\u00fcc\u00fcn\u00fc ortaya \u00e7\u0131kar\u0131n!<\/b><\/a><\/p>\n<h3><b>Olas\u0131l\u0131kl\u0131 \u00f6rnekleme ve olas\u0131l\u0131kl\u0131 olmayan \u00f6rnekleme y\u00f6ntemleri aras\u0131ndaki fark<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Yukar\u0131da farkl\u0131 \u00f6rnekleme y\u00f6ntemlerini ve bunlar\u0131n alt t\u00fcrlerini inceledik. T\u00fcm tart\u0131\u015fmay\u0131 \u00f6zetlemek gerekirse, olas\u0131l\u0131kl\u0131 \u00f6rnekleme y\u00f6ntemleri ile olas\u0131l\u0131kl\u0131 olmayan \u00f6rnekleme y\u00f6ntemleri aras\u0131ndaki \u00f6nemli farklar a\u015fa\u011f\u0131daki gibidir:<\/span><\/p>\n<table class=\"table-border\">\n<tbody>\n<tr>\n<td><\/td>\n<td><b>Olas\u0131l\u0131k \u00d6rnekleme Y\u00f6ntemleri<\/b><\/td>\n<td><b>Olas\u0131l\u0131k D\u0131\u015f\u0131 \u00d6rnekleme Y\u00f6ntemleri<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>Tan\u0131m<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Olas\u0131l\u0131k \u00d6rneklemesi, olas\u0131l\u0131k teorisine dayal\u0131 bir y\u00f6ntem kullan\u0131larak daha b\u00fcy\u00fck bir pop\u00fclasyondan \u00f6rneklerin se\u00e7ildi\u011fi bir \u00f6rnekleme tekni\u011fidir.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Olas\u0131l\u0131ks\u0131z \u00f6rnekleme, ara\u015ft\u0131rmac\u0131n\u0131n rastgele se\u00e7im yerine ara\u015ft\u0131rmac\u0131n\u0131n \u00f6znel yarg\u0131s\u0131na dayal\u0131 olarak \u00f6rnek se\u00e7ti\u011fi bir \u00f6rnekleme tekni\u011fidir.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Alternatif Olarak Bilinen<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Rastgele \u00f6rnekleme y\u00f6ntemi.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Rastgele olmayan \u00f6rnekleme y\u00f6ntemi<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>N\u00fcfus se\u00e7imi<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Pop\u00fclasyon rastgele se\u00e7ilmi\u015ftir.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">N\u00fcfus keyfi olarak se\u00e7ilir.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Do\u011fa<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Ara\u015ft\u0131rma kesin sonu\u00e7 verdi.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Ara\u015ft\u0131rma ke\u015fifsel niteliktedir.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\u00d6rnek<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u00d6rneklemi belirlemek i\u00e7in bir y\u00f6ntem oldu\u011fundan, n\u00fcfus demografisi kesin olarak temsil edilmektedir.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u00d6rnekleme y\u00f6ntemi keyfi oldu\u011fundan, n\u00fcfusun demografik temsili neredeyse her zaman \u00e7arp\u0131kt\u0131r.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Al\u0131nan Zaman<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Ara\u015ft\u0131rma tasar\u0131m\u0131, pazar ara\u015ft\u0131rmas\u0131 \u00e7al\u0131\u015fmas\u0131 ba\u015flamadan \u00f6nce se\u00e7im parametrelerini tan\u0131mlad\u0131\u011f\u0131 i\u00e7in y\u00fcr\u00fct\u00fclmesi daha uzun s\u00fcrer.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Bu t\u00fcr bir \u00f6rnekleme y\u00f6ntemi h\u0131zl\u0131d\u0131r \u00e7\u00fcnk\u00fc ne \u00f6rneklem ne de \u00f6rneklemin se\u00e7im kriterleri tan\u0131mlanmam\u0131\u015ft\u0131r.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Sonu\u00e7lar<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Bu t\u00fcr bir \u00f6rnekleme tamamen yans\u0131zd\u0131r ve dolay\u0131s\u0131yla sonu\u00e7lar da yans\u0131z ve kesindir.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Bu t\u00fcr bir \u00f6rnekleme tamamen yanl\u0131d\u0131r ve dolay\u0131s\u0131yla sonu\u00e7lar da yanl\u0131d\u0131r, bu da ara\u015ft\u0131rmay\u0131 spek\u00fclatif hale getirir.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Hipotez<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Olas\u0131l\u0131kl\u0131 \u00f6rneklemede, \u00e7al\u0131\u015fma ba\u015flamadan \u00f6nce temelde yatan bir hipotez vard\u0131r ve bu y\u00f6ntemin amac\u0131 hipotezi kan\u0131tlamakt\u0131r.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Olas\u0131l\u0131ks\u0131z \u00f6rneklemede hipotez, ara\u015ft\u0131rma \u00e7al\u0131\u015fmas\u0131 y\u00fcr\u00fct\u00fcld\u00fckten sonra t\u00fcretilir.<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Sonu\u00e7<\/h2>\n<p>Farkl\u0131 \u00f6rnekleme y\u00f6ntemlerinin nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 ve ara\u015ft\u0131rmac\u0131lar taraf\u0131ndan pazar ara\u015ft\u0131rmalar\u0131nda yayg\u0131n olarak kullan\u0131ld\u0131\u011f\u0131n\u0131 \u00f6\u011frendi\u011fimize g\u00f6re, eyleme ge\u00e7irilebilir i\u00e7g\u00f6r\u00fcler toplamak i\u00e7in n\u00fcfusun tamam\u0131n\u0131 ara\u015ft\u0131rmalar\u0131 gerekmedi\u011fine g\u00f6re, bu i\u00e7g\u00f6r\u00fcleri y\u00f6netmenize yard\u0131mc\u0131 olabilecek bir arac\u0131n \u00fczerinden ge\u00e7elim.<\/p>\n<p><a href=\"https:\/\/www.questionpro.com\/research-suite\/\">QuestionPro<\/a>, uygun \u00f6rneklemi se\u00e7mek i\u00e7in do\u011fru, zaman\u0131nda ve uygun maliyetli bir y\u00f6nteme duyulan ihtiyac\u0131 anl\u0131yor; bu nedenle <a href=\"https:\/\/www.questionpro.com\/audience\/\">hedef kitlenizi<\/a> verimli bir \u015fekilde se\u00e7menize, <a href=\"https:\/\/www.questionpro.com\/insightshub\/\">i\u00e7g\u00f6r\u00fclerinizi<\/a> organize, \u00f6zelle\u015ftirilebilir bir havuzda <a href=\"https:\/\/www.questionpro.com\/insightshub\/\">y\u00f6netmenize<\/a> ve anket sonras\u0131 geri bildirim i\u00e7in <a href=\"https:\/\/www.questionpro.com\/communities\/\">topluluk y\u00f6netimine<\/a> olanak tan\u0131yan bir dizi ara\u00e7 olan QuestionPro Yaz\u0131l\u0131m\u0131n\u0131 sunuyoruz.<\/p>\n<p style=\"text-align: center;\">Ara\u015ft\u0131rman\u0131n de\u011ferini y\u00fckseltme f\u0131rsat\u0131n\u0131 ka\u00e7\u0131rmay\u0131n.<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.questionpro.com\/research-suite\/\">QuestionPro&#8217;yu bug\u00fcn deneyin!<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00d6rnekleme nedir? \u00d6rnekleme N\u00fcfusun tek tek \u00fcyelerini veya bir alt k\u00fcmesini se\u00e7erek bunlardan istatistiksel \u00e7\u0131kar\u0131mlar yapma ve t\u00fcm n\u00fcfusun \u00f6zelliklerini [&hellip;]<\/p>\n","protected":false},"author":65,"featured_media":628190,"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":[1121,1114],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u00d6rnekleme T\u00fcrleri: \u00d6rneklerle \u00d6rnekleme Y\u00f6ntemleri | QuestionPro<\/title>\n<meta name=\"description\" content=\"Pop\u00fclasyonunuzdan istatistiksel \u00e7\u0131kar\u0131mlar yapmak i\u00e7in \u00f6rnekleme y\u00f6ntemleri hakk\u0131nda bilgi edinin. Do\u011fru kat\u0131l\u0131mc\u0131lar\u0131 hedeflemek ve karar verme s\u00fcrecine y\u00f6nelik eyleme ge\u00e7irilebilir bilgiler toplamak i\u00e7in olas\u0131l\u0131kl\u0131 veya olas\u0131l\u0131ks\u0131z \u00f6rnekleme tekniklerini kullan\u0131n.\" \/>\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\/ornekleme-turleri-orneklerle-ornekleme-yontemleri-2\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u00d6rnekleme T\u00fcrleri: \u00d6rneklerle \u00d6rnekleme Y\u00f6ntemleri | QuestionPro\" \/>\n<meta property=\"og:description\" content=\"Pop\u00fclasyonunuzdan istatistiksel \u00e7\u0131kar\u0131mlar yapmak i\u00e7in \u00f6rnekleme y\u00f6ntemleri hakk\u0131nda bilgi edinin. 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