

{"id":730250,"date":"2018-09-20T06:31:11","date_gmt":"2018-09-20T06:31:11","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/konjoint-analizi-tanim-ornek-turler-ve-model\/"},"modified":"2018-09-20T06:31:11","modified_gmt":"2018-09-20T06:31:11","slug":"konjoint-analizi-tanim-ornek-turler-ve-model","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/tr\/konjoint-analizi-tanim-ornek-turler-ve-model\/","title":{"rendered":"Konjoint Analizi: Tan\u0131m, \u00d6rnek, T\u00fcrler ve Model"},"content":{"rendered":"<h2><strong>Konjoint analizi nedir?<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\"><strong>Konjoint analizi tan\u0131m\u0131:<\/strong> Konjoint analizi, insanlar\u0131n karma\u015f\u0131k se\u00e7imleri nas\u0131l yapt\u0131\u011f\u0131n\u0131 anlamaya \u00e7al\u0131\u015fan anket tabanl\u0131 geli\u015fmi\u015f bir pazar ara\u015ft\u0131rmas\u0131 analiz y\u00f6ntemi olarak tan\u0131mlanmaktad\u0131r. Her g\u00fcn \u00f6d\u00fcnle\u015fim gerektiren se\u00e7imler yap\u0131yoruz &#8211; \u00f6yle ki \u00e7o\u011fu zaman bunun fark\u0131nda bile olmayabiliyoruz. Bir \u00e7ama\u015f\u0131r deterjan\u0131 se\u00e7mek veya bir u\u00e7u\u015f rezervasyonu yapmaya karar vermek gibi basit kararlar bile, bizi se\u00e7imimize g\u00f6t\u00fcren birden fazla unsur i\u00e7eren zihinsel konjoint \u00e7al\u0131\u015fmalar\u0131d\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Konjoint analizi, sat\u0131n alma s\u00fcrecinde t\u00fcketici tercihlerinin \u00e7\u0131kar\u0131lmas\u0131nda en etkili modellerden biridir. Bu veriler daha sonra bir<\/span><a href=\"https:\/\/www.questionpro.com\/blog\/quantitative-research\/\"><span style=\"font-weight: 400;\">  niceliksel \u00f6l\u00e7\u00fcm<\/span><\/a><span style=\"font-weight: 400;\">  istatistiksel analiz kullanarak. \u00dcr\u00fcn veya hizmetleri ba\u015fka hi\u00e7bir y\u00f6ntemin yapamayaca\u011f\u0131 \u015fekilde de\u011ferlendirir.<\/span><\/p>\n<h2><b>Konjoint analizine giri\u015f<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Hi\u00e7 ev sat\u0131n ald\u0131n\u0131z m\u0131? Alabilece\u011finiz en karma\u015f\u0131k sat\u0131n alma kararlar\u0131ndan biri olarak, bir\u00e7ok tercihi g\u00f6z \u00f6n\u00fcnde bulundurman\u0131z gerekir. Konum ve fiyattan faiz oran\u0131na ve yerel okullar\u0131n kalitesine kadar her \u015fey ev sat\u0131n alma karar\u0131n\u0131zda bir fakt\u00f6r olabilir. Daha az karma\u015f\u0131k sat\u0131n al\u0131mlar, ihtiya\u00e7lar\u0131n\u0131z\u0131 kar\u015f\u0131layan bir mal veya hizmet se\u00e7meye y\u00f6nelik benzer bir s\u00fcre\u00e7 i\u00e7erir. Sadece bu kararlar\u0131 ald\u0131\u011f\u0131n\u0131z\u0131n fark\u0131nda olmayabilirsiniz.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bilin\u00e7alt\u0131nda, bir ki\u015fi fiyata daha duyarl\u0131yken bir di\u011feri daha fazla \u00f6zellik odakl\u0131 olabilir. T\u00fcketicilerin hangi unsurlar\u0131n \u00f6nemli ve \u00f6nemsiz oldu\u011funu d\u00fc\u015f\u00fcnd\u00fcklerini anlamak, bir konjoint \u00e7al\u0131\u015fmas\u0131n\u0131n temel amac\u0131d\u0131r.<\/span><\/p>\n<h2><b>Konjoint analizi neden \u00f6nemlidir?<br \/>\n<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Ara\u015ft\u0131rmac\u0131lar, konjoint analizini m\u00fc\u015fteri de\u011ferlerini belirlemek i\u00e7in en iyi anket y\u00f6ntemi olarak g\u00f6rmektedir. Yan\u0131t analizine dayal\u0131 olarak sat\u0131n alma kararlar\u0131n\u0131 modellemek i\u00e7in m\u00fc\u015fteriler aras\u0131nda anketlerin olu\u015fturulmas\u0131, da\u011f\u0131t\u0131lmas\u0131 ve analiz edilmesinden olu\u015fur.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">QuestionPro, <a href=\"https:\/\/www.questionpro.com\/blog\/consumer-behavior-definition\/\">t\u00fcketici davran\u0131\u015f\u0131n\u0131<\/a> a\u00e7\u0131klamak i\u00e7in say\u0131sal de\u011ferleri otomatik olarak hesaplayabilir ve analiz edebilir. Yaz\u0131l\u0131m\u0131m\u0131z fiyat, \u00f6zellikler, co\u011frafi konum ve di\u011fer fakt\u00f6rlere ne kadar de\u011fer verildi\u011fini g\u00f6rmek i\u00e7in yan\u0131tlar\u0131 analiz eder. Yaz\u0131l\u0131m daha sonra bu verileri t\u00fcketici profilleriyle ili\u015fkilendirir. Ger\u00e7ek m\u00fc\u015fterilerden elde edilen verilerin yaz\u0131l\u0131m odakl\u0131 regresyon analizi, bir hipotez yerine do\u011fru bir rapor olu\u015fturur.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">G\u00fcvenilir, do\u011fru veriler i\u015fletmenize m\u00fc\u015fterilerinizin t\u00fcm ihtiya\u00e7 ve isteklerini kar\u015f\u0131layan bir \u00fcr\u00fcn veya hizmet \u00fcretmek i\u00e7in en iyi \u015fans\u0131 verir.<\/span><\/p>\n<p style=\"display: inline-block; padding-left: 6px; padding-right: 6px; text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-64803\" style=\"max-width: 360px;\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2018\/09\/oliver-allen-CA.png\" alt=\"konjoint analizi  \" width=\"425\" height=\"242\"><\/p>\n<p style=\"display: inline-block; padding-left: 6px; padding-right: 6px; text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-64804 size-full\" style=\"max-width: 360px;\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2018\/09\/chris-robson-CA.png\" alt=\"konjoint analizi  \" width=\"425\" height=\"165\"><\/p>\n<p><span style=\"font-weight: 400;\">\u015eu anda, se\u00e7ime dayal\u0131 konjoint analizi, konjointin en pop\u00fcler \u015feklidir. Kat\u0131l\u0131mc\u0131lara bir dizi se\u00e7enek g\u00f6sterilir ve en \u00e7ok sat\u0131n alacaklar\u0131 se\u00e7ene\u011fi se\u00e7meleri istenir. Di\u011fer konjoint t\u00fcrleri, kat\u0131l\u0131mc\u0131lardan \u00fcr\u00fcnleri derecelendirmelerini veya s\u0131ralamalar\u0131n\u0131 istemeyi i\u00e7erir. Sat\u0131n al\u0131nacak bir \u00fcr\u00fcn\u00fc se\u00e7mek genellikle s\u0131ralama sistemlerinden daha do\u011fru sonu\u00e7lar verir.<\/span><\/p>\n<p class=\"stb-link ta-center mb20\" style=\"text-align: center;\">Bu \u00fccretsiz kayna\u011fa g\u00f6z atman\u0131z\u0131 tavsiye ederiz: <a class=\"stb-link\" href=\"https:\/\/www.questionpro.com\/survey-templates\/conjoint-analysis-retirement-housing\/\">Konjoint analizi anket \u015fablonu<\/a><\/p>\n<p><span style=\"font-weight: 400;\"> <a href=\"https:\/\/www.questionpro.com\/article\/survey-question-answer-type.html\">Anket sorusu<\/a>, her kat\u0131l\u0131mc\u0131ya \u00e7e\u015fitli \u00fcr\u00fcn veya \u00f6zellik se\u00e7enekleri g\u00f6sterir. Verdikleri cevaplar, yaz\u0131l\u0131m\u0131m\u0131z\u0131n altta yatan de\u011ferleri hesaplamas\u0131n\u0131 sa\u011flar. \u00d6rne\u011fin, program tercih ettikleri boyutu ve en sevdikleri marka i\u00e7in ne kadar \u00f6deyeceklerini hesaplayabilir. Se\u00e7im verilerine sahip oldu\u011fumuzda, bir dizi analitik se\u00e7enek bulunmaktad\u0131r. Analiz i\u00e7in kritik ara\u00e7lar aras\u0131nda What-if modellemesi, tahmin, segmentasyon ve fayda-maliyet analizi uygulamas\u0131 yer almaktad\u0131r.<\/span><\/p>\n<h3><b style=\"font-size: 16px;\">Anketlerde neden konjoint analizi kullan\u0131l\u0131r?<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Geleneksel derecelendirme <a href=\"https:\/\/www.questionpro.com\/blog\/surveys\/\">anketleri<\/a>, bir \u00fcr\u00fcn\u00fc olu\u015fturan farkl\u0131 niteliklere bir de\u011fer bi\u00e7emez. \u00d6te yandan, konjoint analizi, kat\u0131l\u0131mc\u0131lar\u0131n se\u00e7imlerini inceleyerek bu se\u00e7imlerin gerek\u00e7elerini belirleyebilir. Verileri analiz etmek size hedef kitlenizin zihnine bakma ve mal veya hizmetlerde en \u00e7ok neye de\u011fer verdiklerini g\u00f6rme olana\u011f\u0131 sa\u011flar ve bir pazar sim\u00fclat\u00f6r\u00fc g\u00f6revi g\u00f6r\u00fcr.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bir\u00e7ok i\u015fletme, karma\u015f\u0131k g\u00f6r\u00fcnen tasar\u0131m\u0131 ve metodolojisi nedeniyle konjoint analizinden uzak durmaktad\u0131r. Ancak ger\u00e7ek \u015fu ki, QuestionPro gibi kullan\u0131c\u0131 dostu <a href=\"https:\/\/www.questionpro.com\/survey-software\/\">anket yaz\u0131l\u0131mlar\u0131<\/a> sayesinde bu y\u00f6ntemi verimli bir \u015fekilde kullanabilirsiniz. Burada, konjoint analizi pazarlama \u00f6rne\u011fi ile birlikte konjoint&#8217;in basit terimlerle bir d\u00f6k\u00fcm\u00fc yer almaktad\u0131r.<\/span><\/p>\n<p><b>Konjoint analizi ne zaman kullan\u0131lmal\u0131?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Konjoint analizi, ge\u00e7ti\u011fimiz 50 y\u0131l i\u00e7inde, pazar ara\u015ft\u0131rmac\u0131lar\u0131 ve istatistik\u00e7ilerin bir anketteki sorular\u0131 kullanarak t\u00fcketicilerin \u00fcr\u00fcnler hakk\u0131nda ne t\u00fcr kararlar verece\u011fini tahmin etmek i\u00e7in uygulad\u0131klar\u0131 bir y\u00f6nteme d\u00f6n\u00fc\u015fm\u00fc\u015ft\u00fcr.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ana fikir, t\u00fcketicilerin bir \u00fcr\u00fcn\u00fcn farkl\u0131 \u00f6zelliklerini de\u011ferlendirmesi ve herhangi bir sat\u0131n alma karar\u0131 i\u00e7in hangilerinin kendileri i\u00e7in daha \u00f6nemli oldu\u011funa karar vermesidir. \u00c7evrimi\u00e7i bir konjoint anketinin birincil amac\u0131, al\u0131c\u0131lar\u0131n sat\u0131n alma karar\u0131 verirken g\u00f6z \u00f6n\u00fcnde bulundurabilecekleri alternatiflere farkl\u0131 de\u011ferler belirlemektir. Bu bilgiyle donanm\u0131\u015f olan pazarlamac\u0131lar, \u00fcr\u00fcn veya hizmetlerin son derece \u00f6nemli olan \u00f6zelliklerini hedefleyebilir ve hedef al\u0131c\u0131lar\u0131 etkileme olas\u0131l\u0131\u011f\u0131 daha y\u00fcksek olan mesajlar tasarlayabilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kesikli se\u00e7im konjoint analizi, bir anket arac\u0131l\u0131\u011f\u0131yla t\u00fcketicilere bir dizi olas\u0131 karar sunar ve hangisini se\u00e7eceklerine karar vermelerini ister. Her bir kavram, bir dizi seviye taraf\u0131ndan detayland\u0131r\u0131lan bir dizi nitelikten (\u00f6rne\u011fin, renk, boyut, fiyat) olu\u015fur.<\/span><\/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>Konjoint analizinin avantajlar\u0131<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Anketlerinizde konjoint analizi kullanman\u0131n bir\u00e7ok avantaj\u0131 vard\u0131r:<\/span><\/p>\n<ul>\n<li>Ara\u015ft\u0131rmac\u0131lar\u0131n, t\u00fcketicilerin \u00e7ok say\u0131da \u00f6zelli\u011fi ayn\u0131 anda de\u011ferlendirirken psikolojik d\u00fczeyde yapt\u0131klar\u0131 \u00f6d\u00fcnle\u015fimleri tahmin etmelerine yard\u0131mc\u0131 olur.<\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Ara\u015ft\u0131rmac\u0131lar t\u00fcketici tercihlerini bireysel d\u00fczeyde \u00f6l\u00e7ebilir<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Ara\u015ft\u0131rmac\u0131lara, \u00e7ok belirgin olmayabilecek ger\u00e7ek veya gizli itici g\u00fc\u00e7ler hakk\u0131nda i\u00e7g\u00f6r\u00fc sa\u011flar.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Konjoint analizi, t\u00fcketicileri ve nitelikleri daha derinlemesine inceleyebilir ve ihtiya\u00e7 temelli bir segmentasyon olu\u015fturabilir.<\/span><\/li>\n<\/ul>\n<h2><strong>Konjoint analizi \u00f6rne\u011fi<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">\u00d6rne\u011fin, bir \u00fcr\u00fcn pazarlamac\u0131s\u0131n\u0131n bireysel \u00fcr\u00fcn \u00f6zelliklerinin tahmini pazar pay\u0131 veya sat\u0131\u015f geliri \u00fczerindeki etkisini \u00f6l\u00e7mesi gereken bir senaryo varsayal\u0131m.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu konjoint \u00e7al\u0131\u015fmas\u0131 \u00f6rne\u011finde, \u00fcr\u00fcn\u00fcn bir cep telefonu oldu\u011funu varsayaca\u011f\u0131z. Rakipler Apple, Samsung ve Google&#8217;d\u0131r. Kurulu\u015fun farkl\u0131 m\u00fc\u015fterilerin marka, fiyat, ekran boyutu ve ekran \u00e7\u00f6z\u00fcn\u00fcrl\u00fc\u011f\u00fc gibi niteliklere nas\u0131l de\u011fer verdi\u011fini anlamas\u0131 gerekir. Bu bilgilerle donanm\u0131\u015f olarak, \u00fcr\u00fcn yelpazelerini t\u00fcketici tercihlerine uyacak \u015fekilde olu\u015fturabilirler.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Konjoint analizi, ger\u00e7ek\u00e7i se\u00e7enekler yaratarak ve insanlardan bunlar\u0131 de\u011ferlendirmelerini isteyerek bu \u00fcr\u00fcn \u00f6zelliklerine ve seviyelerine de\u011ferler atar.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0130\u015fletmelerin t\u00fcketici veya m\u00fc\u015fteri davran\u0131\u015f\u0131n\u0131 matematiksel olarak analiz etmesini ve m\u00fc\u015fteri verilerinden elde edilen ger\u00e7ek i\u00e7g\u00f6r\u00fclere dayal\u0131 kararlar almas\u0131n\u0131 sa\u011flar. Bu da rekabet avantaj\u0131 sa\u011flayan daha iyi i\u015f stratejileri geli\u015ftirmelerine olanak tan\u0131r. M\u00fc\u015fteri isteklerini karl\u0131 bir \u015fekilde yerine getirmek i\u00e7in \u015firketlerin, \u00fcr\u00fcn ve hizmetlerinin hangi y\u00f6nlerinin en \u00e7ok de\u011fer g\u00f6rd\u00fc\u011f\u00fcn\u00fc tam olarak anlamalar\u0131 gerekir.<\/span><\/p>\n<div class=\"ta-center mt30 mb30\"><img decoding=\"async\" class=\"conjoint-image\" src=\"https:\/\/www.questionpro.com\/userimages\/site_media\/questionpro-conjoint-analysis-example.jpg\" alt=\"Konjoint Analizi \u00d6rne\u011fi\"><\/div>\n<h2><b>Konjoint analizi nas\u0131l kullan\u0131l\u0131r?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Konjoint modelleri kat\u0131l\u0131mc\u0131 tercihini tahmin eder. \u00d6rne\u011fin, diz\u00fcst\u00fc bilgisayarlar \u00fczerinde bir konjoint \u00e7al\u0131\u015fmas\u0131 yapabiliriz. Diz\u00fcst\u00fc bilgisayar \u00fc\u00e7 renkte (beyaz, g\u00fcm\u00fc\u015f ve alt\u0131n), \u00fc\u00e7 ekran boyutunda (11&#8243;, 13&#8243; ve 15&#8243;) ve \u00fc\u00e7 fiyatta (200$, 400$ ve 600$) gelebilir. Bu da 3 x 3 x 3 olas\u0131 \u00fcr\u00fcn kombinasyonunu verir. Bu \u00f6rnekte, her \u00f6znitelikte \u00fc\u00e7 seviye bulunan \u00fc\u00e7 \u00f6znitelik (renk, boyut ve fiyat) vard\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tan\u0131mlanan niteliklere dayal\u0131 bir dizi kavram veya g\u00f6rev kat\u0131l\u0131mc\u0131lara sunulur. Kat\u0131l\u0131mc\u0131lar ger\u00e7ek hayatta hangi \u00fcr\u00fcn\u00fc sat\u0131n alacaklar\u0131na dair se\u00e7imler yaparlar. Konjoint tekniklerinin \u00e7ok say\u0131da varyasyonu oldu\u011funu unutmamak \u00f6nemlidir. SoruPro&#8217;nun  <\/span><a href=\"https:\/\/www.questionpro.com\/conjoint-analysis-software.html\"><br \/>\n  <span style=\"font-weight: 400;\">konjoint anali\u0307z yazilimi<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> t\u00fcketicilerin sat\u0131n alma s\u00fcrecini en do\u011fru \u015fekilde sim\u00fcle eden se\u00e7ime dayal\u0131 analizi kullan\u0131r.<\/span><\/p>\n<p><b>Kesikli se\u00e7im konjoint analizi \u00e7al\u0131\u015fmas\u0131 yapmak i\u00e7in ne zaman iyi bir zamand\u0131r?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Bu soru bize \u00e7ok soruluyor. \u00d6yle ki, Conjoint O&#8217; Clock terimini icat ettik. Kendinizi m\u00fc\u015fterilerinizin neden sat\u0131n ald\u0131klar\u0131n\u0131 anlamak i\u00e7in onlar\u0131n zihinlerine girmeye ihtiya\u00e7 duyarken buluyorsan\u0131z, kendinize i\u00e7g\u00f6r\u00fclerinizden ne elde etmeyi umdu\u011funuzu sorun. E\u011fer deniyorsan\u0131z, Conjoint O&#8217; Clock zaman\u0131:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Piyasaya yeni bir \u00fcr\u00fcn veya hizmet sunmak.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Mevcut \u00fcr\u00fcn veya hizmetleri pazara yeniden sunmak.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">M\u00fc\u015fterilerinizi ve \u00fcr\u00fcnlerinizde neye de\u011fer verdiklerini anlay\u0131n.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Markan\u0131z\u0131n rekabet g\u00fcc\u00fcn\u00fc art\u0131rmak i\u00e7in eyleme ge\u00e7irilebilir bilgiler edinin.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Rakip markalara k\u0131yasla markan\u0131za bir fiyat bi\u00e7in.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Fiyatland\u0131rma yap\u0131n\u0131z\u0131 yenileyin.<\/span><\/li>\n<\/ul>\n<h2 id=\"Key_Conjoint_Analysis_Terms\" class=\"emp-h2\"><strong>Temel konjoint analizi terimleri<\/strong><\/h2>\n<ul>\n<li><b>Nitelikler (\u00d6zellikler):<\/b><span style=\"font-weight: 400;\">  Analiz taraf\u0131ndan de\u011ferlendirilen \u00fcr\u00fcn \u00f6zellikleri. Diz\u00fcst\u00fc bilgisayarlar i\u00e7in \u00f6zellik \u00f6rnekleri: Marka, Boyut, Renk ve Pil \u00d6mr\u00fc.<\/span><\/li>\n<li><b>Seviyeler:<\/b><span style=\"font-weight: 400;\">  Her bir niteli\u011fin \u00f6zellikleri. Diz\u00fcst\u00fc Bilgisayarlar i\u00e7in standartlara \u00f6rnek olarak Markalar verilebilir: Samsung, Dell, Apple ve Asus.<\/span><\/li>\n<li><b>G\u00f6rev:<\/b><span style=\"font-weight: 400;\">  Kat\u0131l\u0131mc\u0131n\u0131n ka\u00e7 kez se\u00e7im yapmas\u0131 gerekti\u011fi. \u00d6rnekte &#8220;5&#8217;in 1. Ad\u0131m\u0131&#8221; ile g\u00f6sterilen be\u015f fonksiyondan ilki g\u00f6sterilmektedir.<\/span><\/li>\n<li><b>Konsept veya Profil<\/b><span style=\"font-weight: 400;\">: Varsay\u0131msal \u00fcr\u00fcn veya teklif. Bu, her g\u00f6rev say\u0131m\u0131nda g\u00f6r\u00fcnt\u00fclenen farkl\u0131 d\u00fczeylere sahip bir dizi niteliktir. Genellikle aralar\u0131ndan se\u00e7im yapabilece\u011finiz en az iki tane vard\u0131r.<\/span><\/li>\n<li><b>G\u00f6receli \u00f6nem<\/b><span style=\"font-weight: 400;\">: Sat\u0131n alma karar\u0131 verirken bir \u00fcr\u00fcn\/hizmetin \u00e7e\u015fitli \u00f6zelliklerinden hangisinin daha fazla veya daha az \u00f6nemli oldu\u011funu g\u00f6steren &#8220;\u00f6zellik \u00f6nemi&#8221;. Diz\u00fcst\u00fc Bilgisayar G\u00f6receli \u00d6nem \u00d6rne\u011fi: Marka %35, Fiyat %30, Boyut %15, Pil \u00d6mr\u00fc %15 ve Renk %5.<\/span><\/li>\n<li><b>Par\u00e7a De\u011ferleri\/Kullan\u0131m De\u011ferleri<\/b><span style=\"font-weight: 400;\">: Par\u00e7a De\u011ferleri veya fayda de\u011ferleri, bir \u00f6zellik seviyesinin bir yan\u0131tlay\u0131c\u0131 i\u00e7in ne kadar a\u011f\u0131rl\u0131k ta\u015f\u0131d\u0131\u011f\u0131d\u0131r. Bir \u00fcr\u00fcn\u00fcn t\u00fcketiciler i\u00e7in toplam de\u011ferine yol a\u00e7an bireysel fakt\u00f6rler par\u00e7a de\u011ferleridir. Diz\u00fcst\u00fc Bilgisayar Markalar\u0131 i\u00e7in \u00f6rnek par\u00e7a de\u011ferleri: Samsung &#8211; 0,11, Dell 0,10, Apple 0,17 ve Asus -0,16.<\/span><\/li>\n<li><b>Profiller<\/b><span style=\"font-weight: 400;\">: En y\u00fcksek kullan\u0131m de\u011ferine sahip nihai \u00fcr\u00fcn\u00fc ke\u015ffedin. Bir bak\u0131\u015fta QuestionPro, pazar\u0131n istedi\u011fi \u00fcr\u00fcn veya hizmeti olu\u015fturmak i\u00e7in fayda de\u011ferine g\u00f6re s\u0131ralanm\u0131\u015f t\u00fcm olas\u0131 \u00fcr\u00fcn profili kombinasyonlar\u0131n\u0131 kar\u015f\u0131la\u015ft\u0131rman\u0131za olanak tan\u0131r.<\/span><\/li>\n<li><b>Pazar pay\u0131 sim\u00fclasyonu<\/b><span style=\"font-weight: 400;\">: Konjoint analizinin en e\u015fsiz ve b\u00fcy\u00fcleyici y\u00f6nlerinden biri de konjoint sim\u00fclat\u00f6r\u00fcd\u00fcr. Bu size, t\u00fcketicinin var olmayan yeni \u00fcr\u00fcn ve konseptleri tercih edece\u011fini &#8220;tahmin etme&#8221; olana\u011f\u0131 verir. Belirli bir pazardaki mevcut \u00fcr\u00fcnlerde yap\u0131lan de\u011fi\u015fikliklere ba\u011fl\u0131 olarak pazar pay\u0131ndaki kazanc\u0131 veya kayb\u0131 \u00f6l\u00e7\u00fcn.<\/span><\/li>\n<li><b>Marka Premium<\/b><span style=\"font-weight: 400;\">: Bir m\u00fc\u015fterinin LG televizyona k\u0131yasla Samsung i\u00e7in ne kadar daha fazla \u00f6demesine yard\u0131mc\u0131 olur? Fiyat\u0131 bir nitelik olarak atamak ve bunu bir marka niteli\u011fine ba\u011flamak, fayda ba\u015f\u0131na $ da\u011f\u0131l\u0131m\u0131 i\u00e7in bir model verir. Bu, herhangi bir \u00f6zelli\u011fe g\u00f6re ger\u00e7ek dolar miktar\u0131n\u0131 hesaplamak i\u00e7in kald\u0131ra\u00e7 olarak kullan\u0131l\u0131r. Analiz markaya g\u00f6re yap\u0131ld\u0131\u011f\u0131nda, markan\u0131za bir fiyat bi\u00e7ebilirsiniz.<\/span><\/li>\n<li><b>Fiyat esnekli\u011fi ve talep e\u011frisi<\/b><span style=\"font-weight: 400;\">: Fiyat esnekli\u011fi, bir \u00fcr\u00fcn i\u00e7in toplam talep ve talep e\u011frisinin \u015fekli ile ilgilidir. Bunu, farkl\u0131 fiyat seviyelerinde talebi (frekans say\u0131s\u0131\/toplam yan\u0131t) \u00e7izerek hesapl\u0131yoruz.<\/span><\/li>\n<\/ul>\n<p><span style=\"display: none;\" data-sumome-listbuilder-embed-id=\"97c56f8f20528a9c9b1afc591754db589bff802f00e7fd18e403a0fea64f4085\">ADD_THIS_TEXT<\/span><\/p>\n<h2 id=\"Types_of_Conjoint_Analysis\"><strong>Konjoint analizi t\u00fcrleri<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">\u0130ki ana konjoint analizi t\u00fcr\u00fc vard\u0131r: Se\u00e7im Tabanl\u0131 Konjoint (CBC) Analizi ve Adaptif Konjoint Analizi (ACA).<\/span><\/p>\n<h4><b>Ayr\u0131k se\u00e7ime dayal\u0131 konjoint (CBC) analizi:<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Bu t\u00fcr konjoint \u00e7al\u0131\u015fmas\u0131 en pop\u00fcler olan\u0131d\u0131r \u00e7\u00fcnk\u00fc t\u00fcketicilerden ger\u00e7ek pazar\u0131n sat\u0131n alma davran\u0131\u015f\u0131n\u0131 taklit etmelerini ister: fiyat ve \u00f6zelliklerle ilgili belirli kriterler g\u00f6z \u00f6n\u00fcne al\u0131nd\u0131\u011f\u0131nda hangi \u00fcr\u00fcnleri se\u00e7eceklerini sorar.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6rne\u011fin, her \u00fcr\u00fcn veya hizmetin belirli bir kurgusal karakter seti vard\u0131r. Bu karakterlerden baz\u0131lar\u0131 birbirine benzeyebilir veya farkl\u0131l\u0131k g\u00f6sterebilir. \u00d6rne\u011fin, kat\u0131l\u0131mc\u0131lar\u0131n\u0131za a\u015fa\u011f\u0131daki se\u00e7ene\u011fi sunabilirsiniz:<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Cihaz 1<\/b><\/p>\n<ul>\n<li>6,7 in\u00e7 Quad HD S\u00fcper AMOLED Ekran<\/li>\n<li>Qualcomm Snapdragon 855 yonga seti<\/li>\n<li>6GB RAM, 128 GB Depolama Alan\u0131<\/li>\n<li>\u00c7ift arka kamera (12MP+16MP)<\/li>\n<li>30w Dash \u015earj ile 4.000 mAh pil<\/li>\n<\/ul>\n<\/td>\n<td><b>Cihaz 2  <\/b><\/p>\n<ul>\n<li>6,67 in\u00e7 Quad HD AMOLED Ekran<\/li>\n<li>Qualcomm Snapdragon 855 yonga seti<\/li>\n<li>6GB RAM, 128 GB Depolama Alan\u0131<\/li>\n<li>\u00dc\u00e7l\u00fc arka kamera (48MP+8MP+16MP)<\/li>\n<li>2800mAh\/3700mAh piller<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">Cihazlar neredeyse ayn\u0131d\u0131r, ancak Cihaz 2 daha iyi yap\u0131land\u0131rmaya sahip \u00fc\u00e7l\u00fc kameraya sahiptir ve Cihaz 1, Cihaz 2&#8217;den daha y\u00fcksek pil g\u00fcc\u00fcne sahiptir. Yan\u0131tlar\u0131 analiz ederek kamera say\u0131s\u0131 ile pil kapasitesi aras\u0131ndaki dengenin ne kadar hayati oldu\u011funu anlayabilirsiniz.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kesikli se\u00e7im modelini kullanan QuestionPro, konjoint analizi yapmak i\u00e7in \u00fc\u00e7 tasar\u0131m t\u00fcr\u00fc sunar:<\/span><\/p>\n<ol>\n<li><b>Rastgele:<\/b><span style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">  Bu tasar\u0131m, olas\u0131 \u00f6zelliklerin rastgele \u00f6rneklerini g\u00f6sterir. Anket yaz\u0131l\u0131m\u0131 her bir kat\u0131l\u0131mc\u0131 i\u00e7in \u00f6zellikleri benzersiz bir \u015fekilde birle\u015ftirir. Anketinizi da\u011f\u0131tt\u0131\u011f\u0131n\u0131zda arac\u0131n sunaca\u011f\u0131 se\u00e7eneklerin neler oldu\u011funu \u00f6\u011frenmek i\u00e7in bir birle\u015fik kavram sim\u00fclat\u00f6r\u00fc \u00e7al\u0131\u015ft\u0131rabilirsiniz.<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\"><b>D-Optimal:<\/b><span style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">  Kusursuzca tasarlanm\u0131\u015f bir deney, ara\u015ft\u0131rmac\u0131lar\u0131n parametreleri minimum varyans ve yanl\u0131l\u0131k olmadan tahmin etmelerine yard\u0131mc\u0131 olur. D-optimal tasar\u0131m, incelenen konuyu ara\u015ft\u0131rmak veya optimize etmek i\u00e7in birka\u00e7 test ger\u00e7ekle\u015ftirir. Algoritma, \u00f6rneklem b\u00fcy\u00fckl\u00fc\u011f\u00fc ve kat\u0131l\u0131mc\u0131 ba\u015f\u0131na d\u00fc\u015fen g\u00f6revler i\u00e7in en uygun tasar\u0131m\u0131n olu\u015fturulmas\u0131na yard\u0131mc\u0131 olur.<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Tasar\u0131m\u0131 i\u00e7e aktar\u0131n:<\/b> Tasar\u0131mlar\u0131 SPSS format\u0131nda da i\u00e7e aktarabilirsiniz. \u00d6rne\u011fin, QuestionPro anketlerde kullanmak \u00fczere kesirli fakt\u00f6riyel ortogonal tasar\u0131mlar\u0131 i\u00e7e aktarman\u0131za izin verir.<\/li>\n<\/ol>\n<h4><b>Uyarlanabilir konjoint analizi (ACA):<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Ara\u015ft\u0131rmac\u0131lar bu t\u00fcr konjoint analizini genellikle nitelik\/\u00f6zellik say\u0131s\u0131n\u0131n se\u00e7ime dayal\u0131 bir senaryoda yap\u0131labilecekleri a\u015ft\u0131\u011f\u0131 senaryolarda kullanmaktad\u0131r. ACA, \u00fcr\u00fcn tasar\u0131m\u0131 ve segmentasyon ara\u015ft\u0131rmas\u0131 i\u00e7in harikad\u0131r, ancak ideal fiyat\u0131 belirlemek i\u00e7in de\u011fildir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6rne\u011fin, uyarlanabilir konjoint analizi, anket kat\u0131l\u0131mc\u0131lar\u0131ndan bir dizi nitelik aras\u0131ndaki g\u00f6receli tercihlerini de\u011ferlendirmelerinin istendi\u011fi bir dereceli \u00e7ift kar\u015f\u0131la\u015ft\u0131rma g\u00f6revidir. Her \u00e7ift daha sonra \u00f6nceden tan\u0131mlanm\u0131\u015f bir puan \u00f6l\u00e7e\u011finde de\u011ferlendirilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">QuestionPro, fiyat sizin veya m\u00fc\u015fterileriniz i\u00e7in en kritik fakt\u00f6rlerden biriyse harika bir se\u00e7enek olan CBC veya Ayr\u0131k Se\u00e7im Konjoint Analizi&#8217;ni kullan\u0131r. Y\u00f6ntemin en \u00f6nemli faydas\u0131, piyasan\u0131n \u00e7e\u015fitli \u00f6zellikler aras\u0131nda \u00f6d\u00fcnle\u015fim yapma iste\u011finin bir resmini sunmas\u0131d\u0131r. Sonu\u00e7, &#8220;ideal&#8221; \u00fcr\u00fcn veya hizmeti neyin olu\u015fturdu\u011funa dair bir cevapt\u0131r.<\/span><\/p>\n<h4><b>Seviye y\u00fckseltme konjoint analizi i\u00e7g\u00f6r\u00fcleri<\/b><\/h4>\n<p><span style=\"font-weight: 400;\"> <strong>Konjoint analizi<\/strong>, <a href=\"https:\/\/www.questionpro.com\/features\/survey-design\/\">anket tasar\u0131m\u0131<\/a> ve analizine daha fazla kat\u0131l\u0131m gerektirse de, ek planlama \u00e7abas\u0131 genellikle buna de\u011fer. Birka\u00e7 ekstra ad\u0131mla, bir \u00fcr\u00fcn se\u00e7erken en \u00f6nemli m\u00fc\u015fteri tercihlerinize otantik bir bak\u0131\u015f elde edersiniz.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6rne\u011fin fiyat, diz\u00fcst\u00fc bilgisayar al\u0131\u015fveri\u015fi yapan \u00e7o\u011fu ki\u015fi i\u00e7in hayati \u00f6nem ta\u015f\u0131r. Ancak \u00e7o\u011funluk, daha a\u011f\u0131r ve hantal bir tasar\u0131m anlam\u0131na geliyorsa, diz\u00fcst\u00fc bilgisayarlar\u0131 i\u00e7in daha uzun pil \u00f6mr\u00fc i\u00e7in ne kadar daha fazla \u00f6demeye istekli? Biraz daha b\u00fcy\u00fck bir ekran boyutuna k\u0131yasla daha k\u00fc\u00e7\u00fck bir ekran boyutu ne kadar daha az de\u011ferlidir? Konjoint anketlerini kullanarak, \u00fcr\u00fcn geli\u015ftirmeye \u00f6nemli bir yat\u0131r\u0131m yapmadan \u00f6nce bu ayr\u0131nt\u0131lar\u0131 ke\u015ffedeceksiniz.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Konjoint, i\u00e7g\u00f6r\u00fc pastas\u0131n\u0131n sadece bir par\u00e7as\u0131d\u0131r. Projeyi tam potansiyeline ula\u015ft\u0131rmak i\u00e7in di\u011fer soru t\u00fcrlerini ve teslimat metodolojilerini kullanarak tutarl\u0131 bir fiyatland\u0131rma, t\u00fcketici tercihi, markala\u015fma veya pazara a\u00e7\u0131lma stratejisi ile hikayenin tamam\u0131n\u0131 yakalay\u0131n. QuestionPro ile, konjoint analiz sonu\u00e7lar\u0131n\u0131 ankete dahil edilen ek sorulardan veya \u00f6zel profil bilgilerinden elde edilen i\u00e7g\u00f6r\u00fclerle birle\u015ftiren kapsaml\u0131 anketler olu\u015fturabilir ve sunabilirsiniz.<\/span><\/p>\n<h2><b>Konjoint algoritmas\u0131: <\/b><b>Konjoint analizi nas\u0131l \u00e7al\u0131\u015f\u0131r?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Fayda de\u011ferlerini veya par\u00e7a de\u011ferlerini hesaplamak i\u00e7in Nelder-Mead Simplex algoritmas\u0131 ile birle\u015ftirilmi\u015f bir mant\u0131k modeli kullan\u0131yoruz. Bu algoritman\u0131n avantaj\u0131, QuestionPro&#8217;nun tek bir platformda uyumlu ve kapsaml\u0131 bir anket deneyimi sunmas\u0131n\u0131 sa\u011flar.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00c7o\u011fu i\u015fletmenin matematiksel analizimizin karma\u015f\u0131k ayr\u0131nt\u0131lar\u0131na ihtiya\u00e7 duymad\u0131\u011f\u0131n\u0131 biliyoruz. Ancak, konjoint anket sonu\u00e7lar\u0131n\u0131 kullanman\u0131z i\u00e7in gereken \u015feffafl\u0131\u011f\u0131 size sa\u011flamak istiyoruz. A\u015fa\u011f\u0131daki algoritmay\u0131 inceleyerek sonu\u00e7lar\u0131n\u0131za g\u00fcvenin.<\/span><\/p>\n<p>Notasyon:<\/p>\n<ul class=\"insideul\">\n<li>Bireyleri r = 1 &#8230; olan R kat\u0131l\u0131mc\u0131 olsun. R<\/li>\n<li>Her bir kat\u0131l\u0131mc\u0131n\u0131n t = 1 &#8230; olmak \u00fczere T g\u00f6rev g\u00f6rmesine izin verin. T<\/li>\n<li>Her t g\u00f6revi C kavram\u0131na sahip olsun, c = 1 &#8230; C<\/li>\n<li>A \u00f6zniteli\u011fimiz varsa, a = 1 ila A, her \u00f6zniteli\u011fin La seviyeleri varsa, l = 1 ila La, o zaman belirli bir \u00f6znitelik\/seviye i\u00e7in par\u00e7a de\u011feri w'(a,l) olur. Bu al\u0131\u015ft\u0131rmada, bu (p\u00fcr\u00fczl\u00fc dizi) par\u00e7a de\u011ferlerini \u00e7\u00f6zece\u011fiz.<\/li>\n<li>Bunu, elemanlar\u0131 {w\u2032(1, 1), w\u2032(1, 2)&#8230;w\u2032(1, L1), w\u2032(2, 1)&#8230;w\u2032(A, LA)} olan ve w&#8217;nin S elemana sahip oldu\u011fu tek boyutlu bir w(s) dizisine basitle\u015ftirebiliriz.<\/li>\n<li>Belirli bir x kavram\u0131 tek boyutlu bir x(s) dizisi olarak g\u00f6sterilebilir; burada belirli bir \u00f6zellik mevcutsa x(s)=1, aksi takdirde 0&#8217;d\u0131r.<\/li>\n<li>Xrtc, r&#8217;inci kat\u0131l\u0131mc\u0131 i\u00e7in t&#8217;inci g\u00f6revdeki c&#8217;inci kavram\u0131n \u00f6zel kavram\u0131n\u0131 temsil etsin. B\u00f6ylece, deney tasar\u0131m\u0131 RxTxCxS boyutunda d\u00f6rt boyutlu X matrisi ile temsil edilir.<\/li>\n<li>E\u011fer r kat\u0131l\u0131mc\u0131s\u0131 t g\u00f6revinde c kavram\u0131n\u0131 se\u00e7erse, Yrtc=1; aksi takdirde 0 olsun.<\/li>\n<li>Belirli bir fikrin Ux de\u011feri, kavramda mevcut olan unsurlar i\u00e7in par\u00e7a de\u011ferlerinin toplam\u0131d\u0131r, yani x ve w&#8217;nin skaler \u00e7arp\u0131m\u0131d\u0131r.<\/li>\n<\/ul>\n<p class=\"h4-title\"><b>Multinomial logit modeli<\/b><\/p>\n<p><span style=\"font-weight: 400;\">U1 ve U2 faydalar\u0131na sahip iki kavram aras\u0131ndaki basit bir se\u00e7im i\u00e7in, multinomial logit (MNL) modeli kavram 1&#8217;in se\u00e7ilece\u011fini \u00f6ng\u00f6rmektedir<\/span><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.questionpro.com\/userimages\/site_media\/Conjoint-Analysis-Multi-Nominal-Logit-Model.png\" alt=\"Konjoint Analizi Multi-Nominal Logit Modeli\"><\/p>\n<p class=\"h4-title\"><strong>Modellenmi\u015f Se\u00e7im Olas\u0131l\u0131\u011f\u0131<\/strong><\/p>\n<p>R&#8217;inci kat\u0131l\u0131mc\u0131 i\u00e7in t&#8217;inci g\u00f6revde c&#8217;inci kavram\u0131 se\u00e7me olas\u0131l\u0131\u011f\u0131 (MNL modeli kullan\u0131larak) olsun:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.questionpro.com\/userimages\/site_media\/Conjoint-Analysis-Modeled-Choice-Probability.png\" alt=\"Konjoint Analizi Modellenmi\u015f Se\u00e7im Olas\u0131l\u0131\u011f\u0131\"><\/p>\n<p class=\"h4-title\"><strong>Log-Likelihood \u00d6l\u00e7\u00fct\u00fc<\/strong><\/p>\n<p>Log-Likelihood (LL) \u00f6l\u00e7\u00fct\u00fc \u015fu \u015fekilde hesaplan\u0131r  <img decoding=\"async\" src=\"https:\/\/www.questionpro.com\/userimages\/site_media\/Conjoint-Log-Likelihood-Measure.png\" alt=\"Konjoint Log Olabilirlik \u00d6l\u00e7\u00fct\u00fc\"><\/p>\n<p class=\"large-12 columns\"><strong>Maksimum Olabilirlik Kullanarak Par\u00e7a De\u011ferlerini \u00c7\u00f6zme<\/strong><\/p>\n<p>LL i\u00e7in maksimum de\u011feri veren w vekt\u00f6r\u00fcn\u00fc bularak part-worth vekt\u00f6r\u00fcn\u00fc \u00e7\u00f6z\u00fcyoruz. S de\u011fi\u015fkenleri i\u00e7in \u00e7\u00f6zd\u00fc\u011f\u00fcm\u00fcze dikkat edin.<\/p>\n<ul class=\"insideul\">\n<li><span style=\"font-weight: 400;\">Bu \u00e7ok boyutlu, do\u011frusal olmayan s\u00fcrekli bir maksimizasyon sorunudur ve standart bir \u00e7\u00f6z\u00fcc\u00fc k\u00fct\u00fcphanesine sahip olmak \u00e7ok \u00f6nemlidir. Nelder-Mead Simpleks Algoritmas\u0131n\u0131 kullan\u0131yoruz.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Log-Likelihood fonksiyonu bir LL(w, Y, X) fonksiyonu olarak uygulanmal\u0131 ve daha sonra bize maksimum veren w vekt\u00f6r\u00fcn\u00fc bulmak i\u00e7in optimize edilmelidir. Y yan\u0131tlar\u0131 ve tasar\u0131m.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">X belirli bir geli\u015fme i\u00e7in belirlenmi\u015f ve sabittir. w i\u00e7in ba\u015flang\u0131\u00e7 de\u011ferleri 0 orijinine ayarlanabilir. Nihai par\u00e7a-de\u011fer de\u011ferleri, w, herhangi bir nitelik i\u00e7in par\u00e7a-de\u011ferlerin ortalamas\u0131 s\u0131f\u0131r olacak \u015fekilde yeniden \u00f6l\u00e7eklendirilir. Bu, her bir kalitenin t\u00fcm seviyeleri i\u00e7in par\u00e7a de\u011ferlerinin ortalamas\u0131n\u0131n \u00e7\u0131kar\u0131lmas\u0131yla yap\u0131l\u0131r.<\/span><\/p>\n<h2><b>QuestionPro kullanarak konjoint analizi nas\u0131l yap\u0131l\u0131r?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">QuestionPro konjoint analiz teklifi a\u015fa\u011f\u0131daki ara\u00e7lar\u0131 i\u00e7erir:<\/span><\/p>\n<ol>\n<li><b>Birle\u015fik G\u00f6rev Olu\u015fturma Sihirbaz\u0131: <\/b><span style=\"font-weight: 400;\">Sadece fiyat gibi \u00f6zelliklerin (niteliklerin) ve her bir \u00f6zellik i\u00e7in $100 veya $200 gibi seviyelerin girilmesine dayal\u0131 Konjoint G\u00f6revleri olu\u015fturmak i\u00e7in sihirbaz tabanl\u0131 aray\u00fcz.<\/span><\/li>\n<li><b>Birle\u015fik Tasar\u0131m Parametreleri: <\/b><span style=\"font-weight: 400;\">G\u00f6rev say\u0131s\u0131n\u0131, g\u00f6rev ba\u015f\u0131na profil say\u0131s\u0131n\u0131 ve &#8220;Uygulanamaz&#8221; se\u00e7ene\u011fini belirleyerek tasar\u0131m\u0131n\u0131za ince ayar yap\u0131n.<\/span><\/li>\n<li><b>Yard\u0131mc\u0131 Program Hesaplama: <\/b><span style=\"font-weight: 400;\">Yard\u0131mc\u0131 programlar\u0131 otomatik olarak hesaplar.<\/span><\/li>\n<li><b>G\u00f6receli \u00d6nem: <\/b><span style=\"font-weight: 400;\">Niteliklerin g\u00f6receli \u00f6nemini otomatik olarak hesaplar (yard\u0131mc\u0131 programlara dayal\u0131 olarak).<\/span><\/li>\n<li><strong>\u00c7apraz\/Segmentasyon ve Filtreleme:<\/strong> Verileri kriterlere g\u00f6re filtreleyin ve ard\u0131ndan G\u00f6receli \u00d6nem hesaplamalar\u0131n\u0131 \u00e7al\u0131\u015ft\u0131r\u0131n.<\/li>\n<\/ol>\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<h4><b>Konjoint analizi pazarlama \u00f6rne\u011fi<\/b><\/h4>\n<p><b>Ad\u0131m 1: <\/b><span style=\"font-weight: 400;\">\u00fczerine t\u0131klay\u0131n <\/span><b>Yeni Soru Ekle<\/b><span style=\"font-weight: 400;\">  ba\u011flant\u0131s\u0131na t\u0131klay\u0131n ve Geli\u015fmi\u015f Soru T\u00fcrleri alt\u0131ndan Konjoint (Ayr\u0131k Se\u00e7im) se\u00e7ene\u011fini se\u00e7in. Bu, her bir \u00f6zellik i\u00e7in nitelikler (\u00f6zellikler) ve seviyeler girerek g\u00f6revler olu\u015fturmak i\u00e7in sihirbaz tabanl\u0131 birle\u015fik soru \u015fablonunu a\u00e7acakt\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu \u00f6rnekte, bir kurulu\u015f televizyon \u00fcretmektedir ve Samsung, LG veya Vizio&#8217;nun rakibidir. Kurulu\u015fun, farkl\u0131 m\u00fc\u015fterilerin bir televizyonun boyutu, markas\u0131 ve fiyat\u0131 gibi belirli niteliklere nas\u0131l de\u011fer verdi\u011fini anlamas\u0131 gerekir. Bu bilgilerle donanm\u0131\u015f olarak, bir pazar ihtiyac\u0131n\u0131 kar\u015f\u0131layan ve gelir getiren kendi \u00fcr\u00fcn yelpazelerini ve tekliflerini olu\u015fturabilirler<\/span><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-108641\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2018\/09\/Conjoint-question.png\" alt=\"Ortak soru\" width=\"1338\" height=\"838\"><\/p>\n<p class=\"ta-center mt30 mb30\"><b>Ad\u0131m2: \u00d6zellikleri ve seviyeleri girin.<\/b><\/p>\n<p><span style=\"font-weight: 400;\">G\u00f6rev say\u0131lar\u0131n\u0131 ve g\u00f6rev ba\u015f\u0131na kavramlar\u0131 ayarlay\u0131n ve \u00f6zellik t\u00fcrlerini atay\u0131n: Fiyat, Marka veya Di\u011fer. Televizyon markalar\u0131n\u0131 bir \u00f6rnek olarak ele alal\u0131m:<\/span><\/p>\n<ul>\n<li>Televizyonlar i\u00e7in \u00f6zellikler: Fiyat, Boyut, Marka.<\/li>\n<li>Fiyat: 800$, 1.200$, 1.500$<\/li>\n<li>Boyut: 36&#8243;, 45&#8243;, 52&#8243;<\/li>\n<li>Marka:Sony, LG, Vizio<\/li>\n<\/ul>\n<div><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-108648\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2018\/09\/Conjoint-features.png\" alt=\"Ortak \u00f6zellikler\" width=\"1605\" height=\"926\"><\/div>\n<p><b>Ad\u0131m 3: <\/b><span style=\"font-weight: 400;\">Tasar\u0131m T\u00fcr\u00fcn\u00fc \u00fc\u00e7 tasar\u0131m t\u00fcr\u00fcnden biri olarak se\u00e7in: Rastgele, D-Optimal ve \u0130\u00e7e Aktar.<\/span><\/p>\n<p><b>Ad\u0131m 4:<\/b><span style=\"font-weight: 400;\"> Sabit g\u00f6revler ve yasaklanm\u0131\u015f kavramlar dahil olmak \u00fczere ek ayar se\u00e7enekleri ekleyin.<\/span><\/p>\n<p><b>Ad\u0131m 5:<\/b><span style=\"font-weight: 400;\"> Metin verilerini \u00f6nizleyin, g\u00f6zden ge\u00e7irin ve anketi da\u011f\u0131t\u0131n.<\/span><\/p>\n<p>Bu \u00f6rnekte, anket \u015fu \u015fekilde g\u00f6r\u00fcnecektir:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-108655\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2018\/09\/Conjoint-survey.png\" alt=\"Konjoint anketi\" width=\"1383\" height=\"461\"><\/p>\n<h4>Ortak sorular i\u00e7in Raporlar\u0131 nerede g\u00f6r\u00fcnt\u00fcleyebilirim?<\/h4>\n<p><strong>Ad\u0131m 1: <\/strong> <b>Giri\u015f Yap &#8221; Anketler &#8221; Analizler &#8221; Se\u00e7im Modellemesi &#8221; Konjoint Analizi<\/b><\/p>\n<div class=\"ta-center mt30 mb30\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-108669\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2018\/09\/Conjoint-report.png\" alt=\"Konjoint raporu\" width=\"1008\" height=\"233\"><\/div>\n<p class=\"ta-center mt30 mb30\"><strong>Ad\u0131m 2: Burada \u00e7evrimi\u00e7i raporlar\u0131 g\u00f6r\u00fcnt\u00fcleyebilirsiniz.<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-63441 aligncenter\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2018\/09\/conjoint-analysis-5-1.png\" alt=\"Konjoint analizi\" width=\"899\" height=\"483\"><\/p>\n<p class=\"ta-center mt30 mb30\"><strong>3. Ad\u0131m: Verileri Excel\/CSV veya HTML format\u0131nda indirebilirsiniz.<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Konjoint analizi nedir? Konjoint analizi tan\u0131m\u0131: Konjoint analizi, insanlar\u0131n karma\u015f\u0131k se\u00e7imleri nas\u0131l yapt\u0131\u011f\u0131n\u0131 anlamaya \u00e7al\u0131\u015fan anket tabanl\u0131 geli\u015fmi\u015f bir pazar [&hellip;]<\/p>\n","protected":false},"author":93,"featured_media":692867,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[1114],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Konjoint Analizi: Tan\u0131m, \u00d6rnek, T\u00fcrler ve Model | QuestionPro<\/title>\n<meta name=\"description\" content=\"Konjoint \u00e7al\u0131\u015fmalar\u0131 y\u00fcr\u00fctmek ve m\u00fc\u015fterilerin karma\u015f\u0131k se\u00e7imlerini anlamak i\u00e7in konjoint analizini kullan\u0131n. 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