{"id":730213,"date":"2022-05-10T13:39:47","date_gmt":"2022-05-10T20:39:47","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/arastirma-veri-yonetimi-nedir-orneklerle-faydalari\/"},"modified":"2022-05-10T13:39:47","modified_gmt":"2022-05-10T13:39:47","slug":"arastirma-veri-yonetimi-nedir-orneklerle-faydalari","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/tr\/arastirma-veri-yonetimi-nedir-orneklerle-faydalari\/","title":{"rendered":"Ara\u015ft\u0131rma veri y\u00f6netimi: Nedir + \u00f6rneklerle faydalar\u0131"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Verilerin \u00e7o\u011falmas\u0131 ve \u00e7evik ve h\u0131zl\u0131 i\u00e7g\u00f6r\u00fclere duyulan ihtiya\u00e7la birlikte, d\u00fcnyan\u0131n d\u00f6rt bir yan\u0131ndaki ara\u015ft\u0131rma ekipleri, ara\u015ft\u0131rmac\u0131lar ve kurulu\u015flar do\u011fru verilere daha h\u0131zl\u0131 eri\u015fime ihtiya\u00e7 duyuyor. <\/span><b>ara\u015ft\u0131rma veri y\u00f6netimi<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ara\u015ft\u0131rma, akademik ara\u015ft\u0131rma, fiyatland\u0131rma ara\u015ft\u0131rmas\u0131, marka takibi, izleme, rekabet ara\u015ft\u0131rmas\u0131, reklam testi, boylamsal izleme, \u00fcr\u00fcn ve hizmet y\u00fckseltmeleri, m\u00fc\u015fteri memnuniyeti vb. dahil olmak \u00fczere \u00e7e\u015fitli nedenlerle yap\u0131l\u0131r. Ara\u015ft\u0131rma s\u00fcrecinde elde edilen veriler \u00e7ok \u00e7e\u015fitli ve geni\u015ftir.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Do\u011fru verilere uygun formatta eri\u015fmek, i\u00e7g\u00f6r\u00fclerin <a href=\"https:\/\/www.questionpro.com\/blog\/data-democratization\/\">demokratikle\u015fmesini<\/a> sa\u011flar, ara\u015ft\u0131rmadaki siloyu azalt\u0131r ve a\u015fa\u011f\u0131daki gibi olgun i\u00e7g\u00f6r\u00fc y\u00f6netimi ara\u00e7lar\u0131yla kabile bilgisini ortadan kald\u0131r\u0131r <\/span><a href=\"https:\/\/www.questionpro.com\/insightshub\/\"><br \/>\n  <span style=\"font-weight: 400;\">InsightsHub<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">. Yak\u0131n tarihli bir Statista raporuna g\u00f6re  <\/span><b>pazar ara\u015ftirmasi sekt\u00f6r\u00fcnden elde edi\u0307len k\u00fcresel geli\u0307r 2021&#8217;de 74,6 mi\u0307lyar dolari a\u015fti<\/b><span style=\"font-weight: 400;\">ve bu say\u0131n\u0131n daha da artmas\u0131 bekleniyor. <\/span> <\/p>\n<p><span style=\"font-weight: 400;\">Bu \u00f6l\u00e7ekte veriler s\u00f6z konusu oldu\u011funda, verilerden m\u00fcmk\u00fcn olan en k\u0131sa s\u00fcrede en iyi \u015fekilde yararlanmak i\u00e7in sistemlere sahip olmak zorunludur ve ara\u015ft\u0131rma veri y\u00f6netimi burada devreye girer.  <\/span><\/p>\n<h2>Ara\u015ft\u0131rma veri y\u00f6netimi nedir?<\/h2>\n<p><span style=\"font-weight: 400;\">Ara\u015ft\u0131rma verisi y\u00f6netimi (veya RDM), ara\u015ft\u0131rma s\u00fcrecinde verilerin g\u00fc\u00e7l\u00fc bir \u015fekilde organize edilmesi, depolanmas\u0131 ve korunmas\u0131 eylemidir. <\/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;\">  s\u00fcre\u00e7. RDM, planlamadan insan, s\u00fcre\u00e7 ve teknolojiye ve uzun vadeli izleme ve verilere eri\u015fime kadar veri ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fc kapsar. Bu, veri s\u00fcreci boyunca s\u00fcrekli devam eden bir d\u00f6ng\u00fcd\u00fcr.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ara\u015ft\u0131rma verileri bir\u00e7ok bi\u00e7imde ve t\u00fcrde gelir, \u00f6zellikle de \u00e7e\u015fitli <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/what-is-research\/\"><br \/>\n  <span style=\"font-weight: 400;\">ara\u015ft\u0131rma<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  Nitel ve nicel ara\u015ft\u0131rmalar\u0131 i\u00e7eren. Bu da verilerin birden fazla \u00f6l\u00e7ekte ve t\u00fcrde olabilece\u011fi anlam\u0131na gelir. RDM, bu bilgilerin anla\u015f\u0131lmas\u0131, referans verilmesi ve \u00e7\u0131kar\u0131mlarda bulunulmas\u0131 kolay bir \u015fekilde s\u0131n\u0131fland\u0131r\u0131lmas\u0131na, kategorize edilmesine ve saklanmas\u0131na yard\u0131mc\u0131 olur.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ara\u015ft\u0131rmada <a href=\"https:\/\/www.questionpro.com\/blog\/data-management-framework\/\">veri y\u00f6netimi<\/a>, a\u015fa\u011f\u0131da listelenen ara\u015ft\u0131rma veri y\u00f6netimindeki kritik ad\u0131mlar olan veri ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fcn temellerini takip eder:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Plan:<\/b><span style=\"font-weight: 400;\"> Plan, payda\u015flar\u0131n dahil edilmesini, s\u00fcre\u00e7lerin tan\u0131mlanmas\u0131n\u0131, ara\u00e7lar\u0131n se\u00e7ilmesini, veri sahiplerinin tan\u0131mlanmas\u0131n\u0131 ve verilerin nas\u0131l payla\u015f\u0131laca\u011f\u0131n\u0131 i\u00e7erir.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Olu\u015fturun:<\/b><span style=\"font-weight: 400;\"> Ara\u015ft\u0131rmac\u0131lar ve ara\u015ft\u0131rma ekipleri verileri \u015fu \u015fekilde olu\u015fturur <\/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;\"> tekniklerini tan\u0131mlamak ve daha sonra bu verileri ilgili etiketler ve meta a\u00e7\u0131klamalarla yap\u0131land\u0131r\u0131lm\u0131\u015f formatlarda bir araya getirmek. <\/span> <\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>S\u00fcre\u00e7:<\/b><span style=\"font-weight: 400;\">  Bu ham veriler daha sonra kurulu\u015fun yap\u0131s\u0131nda dijital verilere d\u00f6n\u00fc\u015ft\u00fcr\u00fcl\u00fcr. Bilgiler temizlenir, ay\u0131klan\u0131r ve i\u00e7g\u00f6r\u00fc i\u00e7in gereken zaman\u0131 ortadan kald\u0131racak \u015fekilde yap\u0131land\u0131r\u0131l\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Analiz edin:<\/b><span style=\"font-weight: 400;\"> RDM&#8217;nin kritik bir bile\u015feni <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/data-analysis-in-research\/\"><br \/>\n  <span style=\"font-weight: 400;\">Ara\u015ft\u0131rma verilerinin analizi<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">Toplanan verilerden eyleme d\u00f6n\u00fc\u015ft\u00fcr\u00fclebilir i\u00e7g\u00f6r\u00fcler elde etmek. Bu veriler daha sonra t\u00fcketilebilir veriler halinde yap\u0131land\u0131r\u0131labilir.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Koru:<\/b><span style=\"font-weight: 400;\"> Ham ve analiz edilmi\u015f veriler daha sonra bilgi kalitesini korumak i\u00e7in \u00f6nceki s\u00fcre\u00e7te tan\u0131mlanan formatlarda korunur. <\/span> <\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Payla\u015f\u0131n:<\/b><span style=\"font-weight: 400;\"> \u0130\u00e7g\u00f6r\u00fclerin rol tabanl\u0131 eri\u015fim kontrol\u00fcnde do\u011fru payda\u015flara da\u011f\u0131t\u0131lmas\u0131 gerekir, b\u00f6ylece i\u00e7g\u00f6r\u00fcler daha sonra i\u015f ve ara\u015ft\u0131rma hedeflerine uyacak \u015fekilde harekete ge\u00e7irilir. <\/span> <\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Yeniden kullan\u0131m:<\/b><span style=\"font-weight: 400;\"> Do\u011fru meta veri, etiketleme ve kategorizasyon ile korelasyon kurmak, yat\u0131r\u0131m getirisini art\u0131rmak ve ara\u015ft\u0131rma \u00e7al\u0131\u015fmalar\u0131na ayr\u0131lan s\u00fcreyi azaltmak i\u00e7in ara\u015ft\u0131rma verilerini yeniden kullanmak m\u00fcmk\u00fcnd\u00fcr. <\/span> <\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Yukar\u0131daki t\u00fcm ad\u0131mlar yenilik\u00e7i ara\u015ft\u0131rma veri y\u00f6netimine yard\u0131mc\u0131 olur ve pazar ara\u015ft\u0131rmas\u0131 ve i\u00e7g\u00f6r\u00fc y\u00f6netimi ba\u015far\u0131s\u0131 i\u00e7in kritik \u00f6neme sahiptir.<\/span><\/p>\n<h2><b>Ara\u015ft\u0131rma verileri y\u00f6netiminin faydalar\u0131<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u0130yi ara\u015ft\u0131rma veri y\u00f6netimi uygulamalar\u0131n\u0131n takip edilmesinin bir\u00e7ok faydas\u0131 vard\u0131r. Ancak en \u00f6nemlilerinden baz\u0131lar\u0131 \u015funlard\u0131r:<\/span><b><\/b><\/p>\n<ul>\n<li aria-level=\"1\">\n<h3><b>Verilerin kutsall\u0131\u011f\u0131n\u0131 koruyun ve hesap verebilirli\u011fi art\u0131r\u0131n<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">RDM&#8217;nin \u00f6nemli bir faydas\u0131, toplanan verilerin kutsall\u0131\u011f\u0131n\u0131n korunmas\u0131na olanak sa\u011flamas\u0131 ve t\u00fcm payda\u015flar i\u00e7in hesap verebilirli\u011fi art\u0131rmas\u0131d\u0131r. Bilgilerin nas\u0131l topland\u0131\u011f\u0131, depoland\u0131\u011f\u0131, izlendi\u011fi, payla\u015f\u0131ld\u0131\u011f\u0131 ve daha fazlas\u0131 konusunda mutlak \u015feffafl\u0131k ve veri depolama uyumluluklar\u0131 ve d\u00fczenlemelerine uyman\u0131n ek faydalar\u0131 vard\u0131r. Tan\u0131mlanm\u0131\u015f s\u00fcre\u00e7ler ayr\u0131ca payda\u015flar ve veri sahipleri ile bunlar\u0131n nas\u0131l izlenece\u011fi konusunda daha az belirsizli\u011fe yol a\u00e7ar.  <\/span><b><\/b><\/p>\n<ul>\n<li aria-level=\"1\">\n<h3><b>Kabile bilgisini ortadan kald\u0131r\u0131n<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Verilerin belirli bir \u015fekilde y\u00f6netilmesi beklentisi oldu\u011fu i\u00e7in herkes ayn\u0131 s\u00fcreci takip eder. Bu, insanlar kurumdan ayr\u0131ld\u0131\u011f\u0131nda ya da kuruma yeni \u00fcyeler kat\u0131ld\u0131\u011f\u0131nda kabile bilgisini ortadan kald\u0131r\u0131r. Ayr\u0131ca, \u00e7apraz fonksiyonel ekiplerden payda\u015flar\u0131n ve ara\u015ft\u0131rmac\u0131lar\u0131n \u00e7\u0131kar\u0131m yapmak i\u00e7in ge\u00e7mi\u015f verilere dayanabilmelerini sa\u011flar.<\/span><b><\/b><\/p>\n<ul>\n<li aria-level=\"1\">\n<h3><b>\u0130\u00e7g\u00f6r\u00fcleri demokratikle\u015ftirin<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u0130\u00e7g\u00f6r\u00fcler, do\u011fru ekipler taraf\u0131ndan do\u011fru zamanda eri\u015filebilir olduklar\u0131nda g\u00fc\u00e7l\u00fcd\u00fcr. Ara\u015ft\u0131rma verisi y\u00f6netimi ile, rol tabanl\u0131 eri\u015fim olsa bile, daha geni\u015f bir \u00fcye havuzunun verilere eri\u015fimine ili\u015fkin bir g\u00fcvence vard\u0131r.  <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/research-design\/\"><span style=\"font-weight: 400;\">ara\u015ft\u0131rma tasar\u0131m\u0131<\/span><\/a><span style=\"font-weight: 400;\">  ve yaz\u0131n. Kullan\u0131lan ara\u00e7larda, ula\u015f\u0131lan kitlede, ayr\u0131nt\u0131l\u0131 ve analiz edilen verilerde daha fazla g\u00f6r\u00fcn\u00fcrl\u00fck vard\u0131r ve bu da i\u00e7g\u00f6r\u00fclerin demokratikle\u015fmesine yard\u0131mc\u0131 olur.<\/span><b><\/b><\/p>\n<ul>\n<li aria-level=\"1\">\n<h3><b>Boylamsal izleme ve h\u0131zl\u0131 geri d\u00f6n\u00fc\u015f \u00e7al\u0131\u015fmalar\u0131na olanak sa\u011flay\u0131n<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Ne t\u00fcr bir ara\u015ft\u0131rma y\u00fcr\u00fct\u00fcl\u00fcyor olursa olsun, RDM kullan\u0131c\u0131lar\u0131n ge\u00e7mi\u015f \u00e7al\u0131\u015fmalardan kar\u015f\u0131la\u015ft\u0131rmalar yapmas\u0131na veya hipotezleri do\u011frulamak ya da \u00e7\u00fcr\u00fctmek i\u00e7in ge\u00e7mi\u015f verileri kullanmas\u0131na olanak tan\u0131r. Verilere kolay eri\u015fim sayesinde, ge\u00e7mi\u015f, yap\u0131land\u0131r\u0131lm\u0131\u015f verilere dayanarak boylamsal \u00e7al\u0131\u015fmalar veya h\u0131zl\u0131 geri d\u00f6n\u00fc\u015fl\u00fc \u00e7al\u0131\u015fmalar y\u00fcr\u00fctme olana\u011f\u0131 da vard\u0131r.<\/span><b><\/b><\/p>\n<ul>\n<li aria-level=\"1\">\n<h3><b>\u00c7abalar\u0131n ve ara\u015ft\u0131rmalar\u0131n tekrarlanmas\u0131n\u0131 \u00f6nleyin<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Markalar ve kurulu\u015flar bir <\/span><a href=\"https:\/\/www.questionpro.com\/research-edition-survey-software\/\"><br \/>\n  <span style=\"font-weight: 400;\">pazar ara\u015ft\u0131rma platformu<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  ara\u015ft\u0131rma \u00e7al\u0131\u015fmalar\u0131 y\u00fcr\u00fctmek i\u00e7in. Bir <a href=\"https:\/\/www.questionpro.com\/blog\/data-management-strategy\/\">veri y\u00f6netim<\/a> plan\u0131 sayesinde, ayn\u0131 veya benzer ara\u015ft\u0131rmalar\u0131 tekrar yapmaktan ve ara\u015ft\u0131rman\u0131n co\u011frafi konum s\u0131n\u0131rlar\u0131n\u0131 ve ge\u00e7erlili\u011fini azaltmaktan ka\u00e7\u0131nabilirsiniz. Ayr\u0131ca, s\u0131f\u0131rdan ba\u015flamak zorunda kalmayaca\u011f\u0131n\u0131z i\u00e7in \u00e7abalar\u0131n tekrarlanmas\u0131n\u0131 azaltmaya yard\u0131mc\u0131 olur.  <\/span><b><\/b><\/p>\n<ul>\n<li aria-level=\"1\">\n<h3><b>Zaman\u0131 azalt\u0131n ve ara\u015ft\u0131rman\u0131n yat\u0131r\u0131m getirisini art\u0131r\u0131n<\/b><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Yap\u0131land\u0131r\u0131lm\u0131\u015f verilere ve i\u00e7g\u00f6r\u00fclere kolay eri\u015fim sayesinde, ara\u015ft\u0131rma projelerinde m\u00fckerrerlik azald\u0131\u011f\u0131 i\u00e7in i\u00e7g\u00f6r\u00fclere ula\u015fma s\u00fcresi k\u0131sal\u0131r. Ayr\u0131ca ge\u00e7mi\u015f verilere ve demografik \u00f6zellikler ve b\u00f6lgeler aras\u0131ndaki verilere y\u00f6nelik \u00e7\u0131kar\u0131mlar\u0131n kapsam\u0131 da vard\u0131r. Daha az\u0131yla daha fazlas\u0131n\u0131 yapmak i\u00e7in bir alan var. Yukar\u0131dakilerin t\u00fcm\u00fc, harcanan \u00e7aba daha az, ancak \u00e7\u0131kt\u0131 daha y\u00fcksek oldu\u011fu i\u00e7in ara\u015ft\u0131rman\u0131n yat\u0131r\u0131m getirisini art\u0131rmaya yard\u0131mc\u0131 olur ve bu da a\u015fa\u011f\u0131dakilere yard\u0131mc\u0131 olur  <\/span><a href=\"https:\/\/www.questionpro.com\/experience-journal\/continuous-discovery\/\"><br \/>\n  <span style=\"font-weight: 400;\">s\u00fcrekli ke\u015fif<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">. <\/span> <\/p>\n<h2><b>Ara\u015ft\u0131rma veri y\u00f6netimi \u00f6rnekleri<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Yukar\u0131da g\u00f6r\u00fcld\u00fc\u011f\u00fc gibi, ara\u015ft\u0131rma veri y\u00f6netimi, ara\u015ft\u0131rma s\u00fcre\u00e7lerinden en iyi \u015fekilde yararlanmak i\u00e7in kurulu\u015flar\u0131n ve ara\u015ft\u0131rma ekiplerinin ayr\u0131lmaz bir par\u00e7as\u0131n\u0131 olu\u015fturmaktad\u0131r.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bunu bir \u00f6rnekle daha iyi a\u00e7\u0131klamak gerekirse, bir\u00e7ok \u00fclkede faaliyet g\u00f6steren bir perakende devini ele alal\u0131m. Rekabetin \u00fczerinde kalmak, yap\u0131\u015fkan m\u00fc\u015fteriler yaratmak ve m\u00fc\u015fterilerle s\u00fcrekli olarak birlikte yaratmak i\u00e7in s\u00fcrekli olarak birden fazla ara\u015ft\u0131rma tekni\u011fi ve y\u00f6ntemi kullan\u0131l\u0131r.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu ara\u015ft\u0131rma marka de\u011ferini, t\u00fcketici davran\u0131\u015f\u0131n\u0131, fiyatland\u0131rma hassasiyetini, \u00fcr\u00fcn y\u00fckseltmelerini, m\u00fc\u015fteri memnuniyetini vb. anlamaya yard\u0131mc\u0131 olur. Marka, sa\u011flam bir RDM stratejisi uygulayarak, pazarlar aras\u0131ndaki fiyatland\u0131rma tercihleri, sezonluk lansmanlar, farkl\u0131 ihtiya\u00e7larda neyin i\u015fe yarad\u0131\u011f\u0131, rakiplerine k\u0131yasla marka alg\u0131s\u0131 vb. hakk\u0131nda \u00e7\u0131kar\u0131mlar yapmak i\u00e7in hem nitel hem de nicel ge\u00e7mi\u015f ve mevcut \u00e7al\u0131\u015fmalara dayanabilir. Envanteri y\u00f6netmek veya pazarlama harcamalar\u0131 i\u00e7in b\u00fct\u00e7e olu\u015fturmak \u00fczere ge\u00e7mi\u015f verilere bakma olana\u011f\u0131 da vard\u0131r.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0130yi yap\u0131ld\u0131\u011f\u0131nda, iyi bir ara\u015ft\u0131rma veri y\u00f6netimi stratejisi ve do\u011fru <\/span><a href=\"https:\/\/www.questionpro.com\/insightshub\/\"><br \/>\n  <span style=\"font-weight: 400;\">bilgi ke\u015fif ara\u00e7lar\u0131<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> hem markalar hem de kurulu\u015flar i\u00e7in harikalar yaratabilir. <\/span> <\/p>\n<h3><b>Ara\u015ft\u0131rma veri y\u00f6netiminizden en iyi \u015fekilde yararlan\u0131n<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">QuestionPro ile en geli\u015fmi\u015f teknolojilere eri\u015febilirsiniz. <\/span><a href=\"https:\/\/www.questionpro.com\/research-edition-survey-software\/\"><br \/>\n  <span style=\"font-weight: 400;\">pazar ara\u015ft\u0131rma platformu ve arac\u0131<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  en \u00f6nemli i\u00e7g\u00f6r\u00fcleri toplaman\u0131za ve analiz etmenize yard\u0131mc\u0131 olur. Kald\u0131ra\u00e7 kullanarak  <\/span><a href=\"https:\/\/www.questionpro.com\/insightshub\/\"><br \/>\n  <span style=\"font-weight: 400;\">InsightsHub<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">veri y\u00f6netimi i\u00e7in birle\u015ftirilmi\u015f merkez olan bu platformdan yararlanarak ara\u015ft\u0131rma verilerinizi tek bir d\u00fczenli havuzda d\u00fczenleyebilir, ara\u015ft\u0131rabilir, arayabilir ve ke\u015ffedebilirsiniz.<\/span><\/p>\n<p style=\"text-align: center;\"><a class=\"square-cta secondary-lined-cta\" href=\"https:\/\/www.questionpro.com\/insightshub\/\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>\u015eimdi ba\u015flay\u0131n<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Verilerin \u00e7o\u011falmas\u0131 ve \u00e7evik ve h\u0131zl\u0131 i\u00e7g\u00f6r\u00fclere duyulan ihtiya\u00e7la birlikte, d\u00fcnyan\u0131n d\u00f6rt bir yan\u0131ndaki ara\u015ft\u0131rma ekipleri, ara\u015ft\u0131rmac\u0131lar ve kurulu\u015flar do\u011fru [&hellip;]<\/p>\n","protected":false},"author":65,"featured_media":709917,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"Ara\u015ft\u0131rma veri y\u00f6netimi","_yoast_wpseo_title":"Ara\u015ft\u0131rma veri y\u00f6netimi: Nedir + \u00dccretsiz \u00d6rnekler %%sep%% %%sitename%%","_yoast_wpseo_metadesc":"Ara\u015ft\u0131rma veri y\u00f6netimi (veya RDM), pazar ara\u015ft\u0131rmas\u0131 s\u00fcrecinde verilerin g\u00fc\u00e7l\u00fc bir \u015fekilde organize edilmesi, depolanmas\u0131 ve korunmas\u0131 eylemidir.","_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 - 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