{"id":54689,"date":"2024-06-18T09:15:00","date_gmt":"2024-06-18T12:15:00","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/simple-random-sampling-copy\/"},"modified":"2024-06-18T11:33:57","modified_gmt":"2024-06-18T14:33:57","slug":"control-variable","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/tr\/control-variable\/","title":{"rendered":"Deneylerde Kontrol De\u011fi\u015fkenlerini Anlamak"},"content":{"rendered":"<p>Bir ara\u015ft\u0131rmac\u0131n\u0131n hayat\u0131 zorluklarla doludur. Ara\u015ft\u0131rma program\u0131na girer girmez veya herhangi bir kuruma kat\u0131l\u0131r kat\u0131lmaz ara\u015ft\u0131rmac\u0131n\u0131n amac\u0131, elde edilen deneysel verilerde benzerlikler, farkl\u0131l\u0131klar, e\u011filimler aramak ve istatistiksel anlaml\u0131l\u0131k bulmakt\u0131r. Her g\u00fcn bir ara\u015ft\u0131rmac\u0131 gizemli bir evreni kendi y\u00f6ntemiyle \u00e7\u00f6zmeye \u00e7al\u0131\u015f\u0131r. COVID ile ilgili imm\u00fcnolojik sorulara yan\u0131t buluyor olabilirsiniz ya da fizi\u011fin temel teorisini sorguluyor olabilirsiniz. Ara\u015ft\u0131rma alan\u0131 ne olursa olsun, bir ara\u015ft\u0131rmac\u0131 \u015fu \u015fekilde bir hayat ya\u015far <strong>soru &gt; deney &gt; analiz &gt; tekrar<\/strong>!&nbsp;<\/p>\n\n\n\n<p>Bir senaryo d\u00fc\u015f\u00fcn\u00fcn: g\u00fczel bir sabah, mikrobiyolojik deneyinizin 15 g\u00fcnl\u00fck ink\u00fcbasyonundan sonra sonu\u00e7lar\u0131 g\u00f6zlemleme g\u00fcn\u00fcn\u00fcz ve bunun olaca\u011f\u0131ndan eminsiniz! D\u00fcnya g\u0131da krizine \u00e7\u00f6z\u00fcm bu! Laboratuvar\u0131n\u0131za b\u00fcy\u00fck bir heyecanla giriyorsunuz ve sabah kahvenizi i\u00e7tikten sonra ink\u00fcbat\u00f6r\u00fcn\u00fcze do\u011fru y\u00fcr\u00fcyorsunuz. Elinizde bir kay\u0131t defteri ve boynunuzda bir kamera ask\u0131s\u0131 ile ink\u00fcbat\u00f6re yakla\u015f\u0131yorsunuz ve \u015fok oluyorsunuz! Kulu\u00e7ka makinesinin s\u0131cakl\u0131\u011f\u0131 olmas\u0131 gerekenden 45 santigrat derece olarak de\u011fi\u015ftirilmi\u015f! Kalbiniz k\u00fct k\u00fct at\u0131yor ve elinizdeki kurumu\u015f tabaklarla ne yapaca\u011f\u0131n\u0131z\u0131 bilemiyorsunuz!&nbsp;<\/p>\n\n\n\n<p>Sakin olun, bu sadece bir hayaldi, ancak hikayeye odaklan\u0131rsan\u0131z en \u00e7ok \u00f6nem verdi\u011finiz \u015feyin ink\u00fcbat\u00f6r\u00fcn s\u0131cakl\u0131\u011f\u0131 oldu\u011funu g\u00f6receksiniz. T\u00fcm besiyeri bile\u015fimindeki baz\u0131 besin maddelerini de\u011fi\u015ftirirken t\u00fcm plakalarda sabit tuttu\u011funuz o de\u011fi\u015fken. Evet! Bug\u00fcn hakk\u0131nda konu\u015faca\u011f\u0131m\u0131z de\u011fi\u015fken i\u015fte bu, kontrol de\u011fi\u015fkeni. Bir kontrol de\u011fi\u015fkenini tan\u0131mlamak gerekirse, deney i\u00e7in sabit tutulan parametredir. Bir deneyde birden fazla kontrol de\u011fi\u015fkeni olabilir. Kontrol de\u011fi\u015fkeninin \u00f6zelliklerini ve herhangi bir deney d\u00fczene\u011fi alt\u0131nda bundan en iyi \u015fekilde nas\u0131l yararlanabilece\u011fimizi inceleyelim.&nbsp;<\/p>\n\n\n\n<h2>Tan\u0131m ve Ama\u00e7<\/h2>\n\n\n\n<p>Kontroll\u00fc de\u011fi\u015fken olarak da bilinen kontrol de\u011fi\u015fkeni, bir deney boyunca de\u011fi\u015ftirilmeyen bir unsurdur. Amac\u0131, ba\u011f\u0131ms\u0131z de\u011fi\u015fkenin ba\u011f\u0131ml\u0131 de\u011fi\u015fken \u00fczerindeki etkisinin di\u011fer de\u011fi\u015fkenlerin m\u00fcdahalesi olmadan do\u011fru bir \u015fekilde \u00f6l\u00e7\u00fclebilmesini sa\u011flamakt\u0131r. Kontrol de\u011fi\u015fkenleri, sonucu etkilemelerini \u00f6nlemek i\u00e7in sabit tutulur ve b\u00f6ylece ba\u011f\u0131ms\u0131z ve ba\u011f\u0131ml\u0131 de\u011fi\u015fkenler aras\u0131ndaki ili\u015fkinin net bir \u015fekilde de\u011ferlendirilmesine olanak tan\u0131r.<\/p>\n\n\n\n<p>G\u00fcne\u015f \u0131\u015f\u0131\u011f\u0131 miktar\u0131n\u0131n bitki b\u00fcy\u00fcmesini nas\u0131l etkiledi\u011fini belirlemek i\u00e7in basit bir deney d\u00fc\u015f\u00fcn\u00fcn. Burada ba\u011f\u0131ms\u0131z de\u011fi\u015fken g\u00fcne\u015f \u0131\u015f\u0131\u011f\u0131 miktar\u0131, ba\u011f\u0131ml\u0131 de\u011fi\u015fken ise bitkilerin b\u00fcy\u00fcmesidir. Olas\u0131 kontrol de\u011fi\u015fkenleri \u015funlar\u0131 i\u00e7erebilir:<\/p>\n\n\n\n<ul>\n<li><strong>Bitki t\u00fcr\u00fc:<\/strong> Kullan\u0131lan t\u00fcm bitkilerin ayn\u0131 t\u00fcrden oldu\u011fundan emin olun.<\/li>\n\n\n\n<li><strong>Su miktar\u0131:<\/strong> Her bitkiyi ayn\u0131 miktarda su ile sulay\u0131n.<\/li>\n\n\n\n<li><strong>Toprak tipi:<\/strong> T\u00fcm bitkiler i\u00e7in ayn\u0131 t\u00fcr toprak kullan\u0131n.<\/li>\n\n\n\n<li><strong>Saks\u0131 boyutu:<\/strong> T\u00fcm bitkilerin ayn\u0131 b\u00fcy\u00fckl\u00fckteki saks\u0131larda oldu\u011fundan emin olun.<\/li>\n\n\n\n<li><strong>S\u0131cakl\u0131k:<\/strong> Bitkileri ayn\u0131 s\u0131cakl\u0131k ko\u015fullar\u0131nda tutun.<\/li>\n<\/ul>\n\n\n\n<p>Bu de\u011fi\u015fkenleri kontrol ederek, bitki b\u00fcy\u00fcmesindeki farkl\u0131l\u0131klar\u0131 su, toprak veya di\u011fer fakt\u00f6rlerdeki farkl\u0131l\u0131klardan ziyade ald\u0131klar\u0131 g\u00fcne\u015f \u0131\u015f\u0131\u011f\u0131 miktar\u0131na daha g\u00fcvenli bir \u015fekilde ba\u011flayabilirsiniz. \u00c7e\u015fitli de\u011fi\u015fken t\u00fcrleri hakk\u0131nda bilgi edinin <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC6362742\/\" target=\"_blank\" rel=\"noreferrer noopener\">Burada.<\/a><\/p>\n\n\n\n<h2>Kontrol De\u011fi\u015fkenlerinin Belirlenmesi<\/h2>\n\n\n\n<p>Kontrol de\u011fi\u015fkenlerinin belirlenmesi deneysel tasar\u0131m\u0131n ilk ad\u0131m\u0131d\u0131r. Kontrol de\u011fi\u015fkenleri teknik olarak deneysel de\u011fi\u015fkenlerimizin ne olaca\u011f\u0131n\u0131n dolayl\u0131 g\u00f6stergeleridir. Etkisini kontrol etmek istedi\u011fimiz t\u00fcm de\u011fi\u015fkenler deney s\u0131ras\u0131nda farkl\u0131 aral\u0131klarda de\u011fi\u015firken kontrol de\u011fi\u015fkeni sabit kalacakt\u0131r.&nbsp;<\/p>\n\n\n\n<h3>Deneyin Amac\u0131n\u0131 Tan\u0131mlay\u0131n<\/h3>\n\n\n\n<p>Kontrol de\u011fi\u015fkenlerinin ne olaca\u011f\u0131n\u0131 belirlemenin ilk ad\u0131m\u0131, deneyin amac\u0131n\u0131 net bir \u015fekilde tan\u0131mlamakt\u0131r. Ki\u015fi, yapmak istedi\u011fi deney hakk\u0131nda bir a\u00e7\u0131klama veya ara\u015ft\u0131rma sorusu yaparak deneyin amac\u0131n\u0131 a\u00e7\u0131klar. Ara\u015ft\u0131rma sorusu, neyi ara\u015ft\u0131raca\u011f\u0131n\u0131za ve bunun neden ilgi \u00e7ekici\/\u00f6nemli oldu\u011funa dair sorgulay\u0131c\u0131 bir ifadedir. \u00d6rne\u011fin, bir fakt\u00f6r\u00fcn bir sonu\u00e7 \u00fczerindeki etkisini test ediyorsan\u0131z, kontrol etti\u011finiz veya manip\u00fcle etti\u011finiz fakt\u00f6r\u00fcn ne oldu\u011funu ve sonucu belirlemek i\u00e7in tam olarak neyi \u00f6l\u00e7t\u00fc\u011f\u00fcn\u00fcz\u00fc belirtmeniz gerekir. Bu iki \u015feyin belirlenmesi, toplam deneysel tasar\u0131m\u0131n olu\u015fturulmas\u0131n\u0131n temelini olu\u015fturur. Deneyin, sonu\u00e7lar\u0131n ger\u00e7ekten test edilen de\u011fi\u015fkenlere atfedilebilece\u011fi ve di\u011fer fakt\u00f6rlere atfedilemeyece\u011fi \u015fekilde yap\u0131land\u0131r\u0131lmas\u0131na yard\u0131mc\u0131 olur.<\/p>\n\n\n\n<h3>Potansiyel Etkileyen Fakt\u00f6rleri Listeleyin<\/h3>\n\n\n\n<p>Deneyin amac\u0131n\u0131 tan\u0131mlad\u0131ktan sonra, ba\u011f\u0131ms\u0131z de\u011fi\u015fken olmayan ba\u011f\u0131ml\u0131 de\u011fi\u015fkeni etkileyebilecek potansiyel olarak ilgili t\u00fcm fakt\u00f6rlerin belirlenmesi. Bunlar \u00e7\u0131kt\u0131 \u00fczerinde etkili olabilecek ve dolay\u0131s\u0131yla sonu\u00e7lar\u0131 yanl\u0131 veya y\u00fcksek dalgalanmal\u0131 hale getirebilecek de\u011fi\u015fkenlerdir. Etkili fakt\u00f6rlerin belirlenmesi, ara\u015ft\u0131rma alan\u0131 ve deney ortam\u0131 hakk\u0131nda net bir bilgi gerektirir. \u00d6rne\u011fin, potansiyel etki fakt\u00f6rleri \u00e7evresel ko\u015fullar, malzeme \u00f6zellikleri, kat\u0131l\u0131mc\u0131 \u00f6zellikleri ve prosed\u00fcrel detaylar olabilir. T\u00fcm bu parametrelerin listelenmesi, form\u00fcle edilen deneysel sonu\u00e7lar\u0131n ge\u00e7erli ve kabul edilebilir olmas\u0131n\u0131 sa\u011flamak i\u00e7in hangilerinin ele al\u0131nmas\u0131 gerekti\u011fini belirlemeyi \u00e7ok kolayla\u015ft\u0131r\u0131r.<\/p>\n\n\n\n<h3>Kontrol Edilecek De\u011fi\u015fkenleri Se\u00e7in<\/h3>\n\n\n\n<p>Kontrol edilen fakt\u00f6rler olarak i\u015flev g\u00f6recek potansiyel parametreler ve bunlar\u0131n s\u00fcre\u00e7te fakt\u00f6r olarak hareket etme potansiyelleri belirlendikten sonra, di\u011fer ad\u0131m kontrol edilecek de\u011fi\u015fkenlerin se\u00e7ilmesidir. Bu ad\u0131mda kontrol edilecek de\u011fi\u015fkenlerin, her birinin ba\u011f\u0131ml\u0131 de\u011fi\u015fken \u00fczerinde yarataca\u011f\u0131 etki d\u00fczeyine ve bu parametreleri kontrol etmeye \u00e7al\u0131\u015f\u0131rken ya\u015fanacak kolayl\u0131k veya maliyet d\u00fczeyine g\u00f6re adland\u0131r\u0131lmas\u0131 gerekti\u011fi hayati \u00f6nem ta\u015f\u0131maktad\u0131r. Bunun nedeni, sadece ba\u011f\u0131ms\u0131z de\u011fi\u015fkenin ba\u011f\u0131ml\u0131 de\u011fi\u015fken \u00fczerinde bir etkiye neden olmas\u0131 gerekti\u011fidir. Bu, ba\u011f\u0131ms\u0131z ve ba\u011f\u0131ml\u0131 de\u011fi\u015fkenler aras\u0131nda belirtilen baz\u0131 ili\u015fkilerden emin olmak i\u00e7in deneyde \u00e7ok say\u0131da de\u011fi\u015fkeni kontrol etme ihtiyac\u0131n\u0131 dengeleme i\u015flevine ve deneyi \u00e7ok karma\u015f\u0131k hale getirmeme arzusuna hizmet eder. <\/p>\n\n\n\n<h3>Kontrol \u0130htiyac\u0131n\u0131 Rasyonelle\u015ftirin<\/h3>\n\n\n\n<p>Son ad\u0131m, tan\u0131mlanan de\u011fi\u015fkenlerin neden kontrol edilmesi gerekti\u011finin rasyonelle\u015ftirilmesidir. Bu, tan\u0131mlanan de\u011fi\u015fkenlerdeki de\u011fi\u015fikliklerin ba\u011f\u0131ml\u0131 de\u011fi\u015fkende nas\u0131l baz\u0131 de\u011fi\u015fikliklere yol a\u00e7abilece\u011finin ve dolay\u0131s\u0131yla hata olarak sonu\u00e7lanan \u00e7e\u015fitli alg\u0131lar\u0131n nas\u0131l a\u00e7\u0131klanabilece\u011finin a\u00e7\u0131klanmas\u0131n\u0131 i\u00e7erir. Her bir kontrol de\u011fi\u015fkeninin neden dahil edildi\u011finin gerek\u00e7elendirilmesi, tasar\u0131m\u0131n\u0131z\u0131n iyi oldu\u011fundan emin olman\u0131z\u0131 sa\u011flayacak ve b\u00f6ylece bulgular\u0131 d\u0131\u015f de\u011fi\u015fkenlere de\u011fil ba\u011f\u0131ms\u0131z de\u011fi\u015fkenlerin manip\u00fclasyonuna ba\u011flayacakt\u0131r. Bu, yabanc\u0131 de\u011fi\u015fkenlerin etkisinin azalt\u0131ld\u0131\u011f\u0131 esnek bir deneyi hakl\u0131 \u00e7\u0131karacak, b\u00f6ylece sonu\u00e7lar daha kesin ve g\u00fcvenilir olacakt\u0131r. Ayr\u0131ca deneysel tasar\u0131m\u0131n ba\u015fkalar\u0131na a\u00e7\u0131klanmas\u0131na yard\u0131mc\u0131 olur ve ara\u015ft\u0131rmada \u015feffafl\u0131k ve tekrarlanabilirlik sa\u011flar.<\/p>\n\n\n\n<h2>Kontrol De\u011fi\u015fkenleri \u00d6rnekleri<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>S\u0131ra No.<\/th><th>Yayg\u0131n Olarak Kullan\u0131lan Kontrol De\u011fi\u015fkeni<\/th><th>Ama\u00e7 ve Tan\u0131m<\/th><\/tr><\/thead><tbody><tr><td>1<\/td><td>S\u0131cakl\u0131k<\/td><td>S\u0131cakl\u0131k dalgalanmalar\u0131n\u0131n sonu\u00e7lar\u0131 etkilemesini \u00f6nlemek i\u00e7in t\u00fcm deney gruplar\u0131 i\u00e7in tutarl\u0131 bir s\u0131cakl\u0131k sa\u011flanmas\u0131.<\/td><\/tr><tr><td>2<\/td><td>Nem<\/td><td>Nemin sonu\u00e7 \u00fczerindeki herhangi bir etkisini kontrol etmek i\u00e7in tutarl\u0131 nem seviyelerinin korunmas\u0131.<\/td><\/tr><tr><td>3<\/td><td>I\u015f\u0131k Yo\u011funlu\u011fu<\/td><td>I\u015f\u0131ktaki de\u011fi\u015fimlerin deneysel sonu\u00e7lar\u0131 etkilemesini \u00f6nlemek i\u00e7in \u0131\u015f\u0131k ko\u015fullar\u0131n\u0131n ayn\u0131 tutulmas\u0131.<\/td><\/tr><tr><td>4<\/td><td>G\u00fcn\u00fcn Saati<\/td><td>Sonucu etkileyebilecek g\u00fcnl\u00fck de\u011fi\u015fimleri kontrol etmek i\u00e7in deneylerin g\u00fcn\u00fcn ayn\u0131 saatinde yap\u0131lmas\u0131.<\/td><\/tr><tr><td>5<\/td><td>Ekipman T\u00fcr\u00fc<\/td><td>\u00d6l\u00e7\u00fcmlerde tutarl\u0131l\u0131\u011f\u0131 sa\u011flamak i\u00e7in t\u00fcm gruplar i\u00e7in ayn\u0131 ekipman veya enstr\u00fcmantasyonun kullan\u0131lmas\u0131.<\/td><\/tr><tr><td>6<\/td><td>Malzeme Kayna\u011f\u0131<\/td><td>Malzeme \u00f6zelliklerindeki farkl\u0131l\u0131klardan kaynaklanan de\u011fi\u015fkenli\u011fi \u00f6nlemek i\u00e7in malzemelerin ayn\u0131 tedarik\u00e7iden veya partiden tedarik edilmesi.<\/td><\/tr><tr><td>7<\/td><td>\u00d6rneklem B\u00fcy\u00fckl\u00fc\u011f\u00fc<\/td><td>\u0130statistiksel g\u00fcc\u00fc ve dengeyi korumak i\u00e7in gruplar aras\u0131nda e\u015fit \u00f6rneklem b\u00fcy\u00fckl\u00fcklerinin sa\u011flanmas\u0131.<\/td><\/tr><tr><td>8<\/td><td>Kat\u0131l\u0131mc\u0131 Demografisi<\/td><td>\u0130nsan kat\u0131l\u0131mc\u0131lar aras\u0131ndaki de\u011fi\u015fkenli\u011fi azaltmak i\u00e7in ya\u015f, cinsiyet, sosyoekonomik durum ve di\u011fer demografik fakt\u00f6rlerin kontrol edilmesi.<\/td><\/tr><tr><td>9<\/td><td>Besin Al\u0131m\u0131<\/td><td>Fizyolojik veya biyokimyasal sonu\u00e7lar\u0131 incelerken g\u0131da veya besin al\u0131m\u0131n\u0131n standartla\u015ft\u0131r\u0131lmas\u0131.<\/td><\/tr><tr><td>10<\/td><td>Dinlenme ve Aktivite D\u00fczeyleri<\/td><td>Fiziksel efor etkilerini kontrol etmek i\u00e7in dinlenme ve aktivite modellerinin d\u00fczenlenmesi.<\/td><\/tr><tr><td>11<\/td><td>E\u011fitim ve Talimatlar<\/td><td>Tek tip anlay\u0131\u015f ve performans sa\u011flamak i\u00e7in t\u00fcm kat\u0131l\u0131mc\u0131lara tutarl\u0131 e\u011fitim ve talimatlar sa\u011flamak.<\/td><\/tr><tr><td>12<\/td><td>Maruziyet S\u00fcresi<\/td><td>Ba\u011f\u0131ms\u0131z de\u011fi\u015fkene maruz kalma s\u00fcresinin t\u00fcm gruplar aras\u0131nda tutarl\u0131 tutulmas\u0131.<\/td><\/tr><tr><td>13<\/td><td>\u00c7evresel Ko\u015fullar<\/td><td>G\u00fcr\u00fclt\u00fc, hava kalitesi ve di\u011fer ortam ko\u015fullar\u0131 gibi \u00e7evresel fakt\u00f6rlerin standartla\u015ft\u0131r\u0131lmas\u0131.<\/td><\/tr><tr><td>14<\/td><td>Kullan\u0131m ve Bak\u0131m<\/td><td>T\u00fcm deneklerin veya numunelerin deney boyunca ayn\u0131 \u015fekilde ele al\u0131nmas\u0131n\u0131 ve bak\u0131m\u0131n\u0131n yap\u0131lmas\u0131n\u0131 sa\u011flamak.<\/td><\/tr><tr><td>15<\/td><td>\u00d6l\u00e7\u00fcm Teknikleri<\/td><td>\u00d6l\u00e7\u00fcm tutarl\u0131l\u0131\u011f\u0131n\u0131 sa\u011flamak i\u00e7in veri toplamada ayn\u0131 y\u00f6ntem ve ara\u00e7lar\u0131n kullan\u0131lmas\u0131.<\/td><\/tr><tr><td>16<\/td><td>Deney \u00d6ncesi Ko\u015fullar<\/td><td>Hayvanlar veya bitkiler i\u00e7in iklimlendirme s\u00fcreleri gibi deney ba\u015flamadan \u00f6nce ko\u015fullar\u0131n standartla\u015ft\u0131r\u0131lmas\u0131.<\/td><\/tr><tr><td>17<\/td><td>Deney Sonras\u0131 Analiz<\/td><td>Farkl\u0131 deney gruplar\u0131 aras\u0131nda verilerin kar\u015f\u0131la\u015ft\u0131r\u0131labilirli\u011fini sa\u011flamak i\u00e7in tutarl\u0131 analiz y\u00f6ntemlerinin kullan\u0131lmas\u0131.<\/td><\/tr><tr><td>18<\/td><td>Randomizasyon<\/td><td>Se\u00e7im yanl\u0131l\u0131\u011f\u0131n\u0131 kontrol etmek i\u00e7in deneklerin deney ve kontrol gruplar\u0131na rastgele atanmas\u0131.<\/td><\/tr><tr><td>19<\/td><td>K\u00f6r edici<\/td><td>G\u00f6zlemci veya kat\u0131l\u0131mc\u0131 yanl\u0131l\u0131\u011f\u0131n\u0131 kontrol etmek i\u00e7in tek veya \u00e7ift k\u00f6r prosed\u00fcrlerin uygulanmas\u0131.<\/td><\/tr><tr><td>20<\/td><td>Co\u011frafi Konum<\/td><td>Co\u011frafi farkl\u0131l\u0131klar\u0131n sonu\u00e7lar\u0131 etkilemesini \u00f6nlemek i\u00e7in deneylerin ayn\u0131 yerde yap\u0131lmas\u0131.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2>Bir Deneyde Kontrol De\u011fi\u015fkenlerinin Rol\u00fc<\/h2>\n\n\n\n<p>Kontrol de\u011fi\u015fkenlerinin rol\u00fc, ge\u00e7erlili\u011fe katk\u0131lar\u0131 ve alternatif a\u00e7\u0131klamalar\u0131 ortadan kald\u0131rma i\u015flevleri arac\u0131l\u0131\u011f\u0131yla daha derinlemesine anla\u015f\u0131labilir.<\/p>\n\n\n\n<h3>Ge\u00e7erlili\u011fin Sa\u011flanmas\u0131<\/h3>\n\n\n\n<p>Ge\u00e7erlilik, bir deneyin sonu\u00e7lar\u0131n\u0131n incelenen olguyu ne \u00f6l\u00e7\u00fcde do\u011fru yans\u0131tt\u0131\u011f\u0131n\u0131 ifade eder. \u0130\u00e7 ge\u00e7erlilik (deneyin nedensel bir ili\u015fkiyi do\u011fru bir \u015fekilde g\u00f6sterme derecesi) ve d\u0131\u015f ge\u00e7erlilik (sonu\u00e7lar\u0131n di\u011fer ortamlara ne \u00f6l\u00e7\u00fcde genelle\u015ftirilebilece\u011fi) dahil olmak \u00fczere \u00e7e\u015fitli ge\u00e7erlilik t\u00fcrleri vard\u0131r.&nbsp;<\/p>\n\n\n\n<h3>Alternatif A\u00e7\u0131klamalar\u0131n Ortadan Kald\u0131r\u0131lmas\u0131<\/h3>\n\n\n\n<p>Kontrol de\u011fi\u015fkenlerinin temel ama\u00e7lar\u0131ndan biri, g\u00f6zlemlenen sonu\u00e7lar i\u00e7in alternatif a\u00e7\u0131klamalar\u0131 ortadan kald\u0131rmakt\u0131r. Herhangi bir deneyde, birden fazla fakt\u00f6r ba\u011f\u0131ml\u0131 de\u011fi\u015fkeni etkileyebilir. Bu fakt\u00f6rler kontrol edilmeden, g\u00f6zlemlenen etkilerin ba\u011f\u0131ms\u0131z de\u011fi\u015fkenden mi yoksa ba\u015fka bir de\u011fi\u015fkenden mi kaynakland\u0131\u011f\u0131n\u0131 tespit etmek zor olacakt\u0131r.<\/p>\n\n\n\n<p>Kontrol de\u011fi\u015fkenleri, aksi takdirde sonu\u00e7lar\u0131 \u00e7arp\u0131tabilecek \u00e7e\u015fitli \u00f6nyarg\u0131 t\u00fcrlerini azaltmaya yard\u0131mc\u0131 olur. \u00d6rne\u011fin, ya\u015f ve cinsiyet gibi demografik de\u011fi\u015fkenler kontrol edilerek se\u00e7im yanl\u0131l\u0131\u011f\u0131 en aza indirilebilir. Benzer \u015fekilde, prosed\u00fcrel \u00f6nyarg\u0131lar da farkl\u0131 deney gruplar\u0131ndaki prosed\u00fcrlerin standartla\u015ft\u0131r\u0131lmas\u0131yla azalt\u0131labilir. Ara\u015ft\u0131rmac\u0131lar bu de\u011fi\u015fkenleri kontrol ederek, aksi takdirde sonu\u00e7lar i\u00e7in alternatif a\u00e7\u0131klamalar sa\u011flayabilecek \u00f6nyarg\u0131lar\u0131n etkisini en aza indirebilirler.<\/p>\n\n\n\n<h2>Kontrol De\u011fi\u015fkenlerini Di\u011fer De\u011fi\u015fkenlerden Ay\u0131rt Etme<\/h2>\n\n\n\n<h3>Ba\u011f\u0131ms\u0131z ve Ba\u011f\u0131ml\u0131 De\u011fi\u015fkenler<\/h3>\n\n\n\n<p>Indeed kariyer rehberinde tan\u0131mland\u0131\u011f\u0131 \u00fczere ba\u011f\u0131ms\u0131z de\u011fi\u015fken, \"Tek ba\u015f\u0131na duran ve \u00f6l\u00e7\u00fclen di\u011fer de\u011fi\u015fkenler veya fakt\u00f6rler taraf\u0131ndan de\u011fi\u015ftirilmeyen bir de\u011fi\u015fken\" iken ba\u011f\u0131ml\u0131 de\u011fi\u015fken, \"\u00d6l\u00e7\u00fclen di\u011fer fakt\u00f6rlere ba\u011fl\u0131 olan ve bunlar taraf\u0131ndan de\u011fi\u015ftirilebilen bir de\u011fi\u015fkendir.\" devam\u0131n\u0131 oku <a href=\"https:\/\/www.indeed.com\/career-advice\/career-development\/types-of-variables\" target=\"_blank\" rel=\"noreferrer noopener\">Burada.<\/a><\/p>\n\n\n\n<h3>Kontrol De\u011fi\u015fkenlerinin \u0130zlenmesi ve Ayarlanmas\u0131<\/h3>\n\n\n\n<h4>D\u00fczenli \u0130zleme<\/h4>\n\n\n\n<ul>\n<li>Uygun ara\u00e7 ve y\u00f6ntemleri kullanarak kontrol de\u011fi\u015fkenlerini s\u00fcrekli izleyin. \u00d6rne\u011fin, kat\u0131l\u0131mc\u0131lar\u0131n \u00e7al\u0131\u015fma protokol\u00fcne uymalar\u0131n\u0131 sa\u011flamak i\u00e7in diyet g\u00fcnl\u00fckleri, egzersiz takip cihazlar\u0131 ve periyodik sa\u011fl\u0131k kontrolleri kullan\u0131n.<\/li>\n<\/ul>\n\n\n\n<h4>Randomizasyon Uygulay\u0131n<\/h4>\n\n\n\n<p>Se\u00e7im yanl\u0131l\u0131\u011f\u0131n\u0131 en aza indirmek ve kontrol de\u011fi\u015fkenlerinin e\u015fit olarak da\u011f\u0131t\u0131lmas\u0131n\u0131 sa\u011flamak i\u00e7in denekleri veya \u00f6rnekleri deney ve kontrol gruplar\u0131na rastgele atay\u0131n.<\/p>\n\n\n\n<h4>K\u00f6r edici<\/h4>\n\n\n\n<p>M\u00fcmk\u00fcnse, kat\u0131l\u0131mc\u0131lar\u0131n ve\/veya ara\u015ft\u0131rmac\u0131lar\u0131n grup atamalar\u0131n\u0131 bilmedi\u011fi tek veya \u00e7ift k\u00f6r prosed\u00fcrler uygulay\u0131n. Bu, kullan\u0131m ve \u00f6l\u00e7\u00fcmdeki yanl\u0131l\u0131\u011f\u0131 azaltmaya yard\u0131mc\u0131 olur.<\/p>\n\n\n\n<h2>Kontrol De\u011fi\u015fkenlerinin Y\u00f6netiminde Kar\u015f\u0131la\u015f\u0131lan Zorluklar<\/h2>\n\n\n\n<h3>Gizli De\u011fi\u015fkenlerin Belirlenmesi<\/h3>\n\n\n\n<p>Yeni bir \u00f6\u011fretim y\u00f6nteminin matematikte \u00f6\u011frenci performans\u0131 \u00fczerindeki etkinli\u011fini de\u011ferlendirmeyi ama\u00e7layan bir \u00e7al\u0131\u015fma d\u00fc\u015f\u00fcn\u00fcn. Ara\u015ft\u0131rmac\u0131lar iki \u00f6\u011frenci grubunu kar\u015f\u0131la\u015ft\u0131r\u0131yor: biri geleneksel y\u00f6ntemle (kontrol grubu), di\u011feri ise yeni y\u00f6ntemle (deney grubu) \u00f6\u011fretiliyor. Birincil ba\u015far\u0131 \u00f6l\u00e7\u00fct\u00fc, \u00f6\u011frencilerin standartla\u015ft\u0131r\u0131lm\u0131\u015f bir matematik testinden ald\u0131klar\u0131 puanlard\u0131r.<\/p>\n\n\n\n<p>Gizli de\u011fi\u015fken: \u00d6\u011frencilerin sosyoekonomik durumu, akademik performanslar\u0131n\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde etkileyebilecek gizli bir de\u011fi\u015fkendir. SES, \u00f6zel ders, kitap, ebeveyn deste\u011fi ve evde elveri\u015fli bir \u00f6\u011frenme ortam\u0131 gibi kaynaklara eri\u015fimi etkileyebilir.<\/p>\n\n\n\n<h3>Tutarl\u0131l\u0131\u011f\u0131 Sa\u011flamak \u0130\u00e7in Stratejiler<\/h3>\n\n\n\n<ol>\n<li>Standart \u00c7al\u0131\u015fma Prosed\u00fcrleri (SOP'ler): Deneyin her y\u00f6n\u00fc i\u00e7in ayr\u0131nt\u0131l\u0131 SOP'lerin uygulanmas\u0131, kontrol de\u011fi\u015fkenlerinin tutarl\u0131 bir \u015fekilde y\u00f6netilmesini sa\u011flamaya yard\u0131mc\u0131 olabilir. SOP'ler numunelerin nas\u0131l toplan\u0131p i\u015flendi\u011finden \u00f6l\u00e7\u00fcmlerin nas\u0131l al\u0131n\u0131p kaydedildi\u011fine kadar her \u015feyi kapsamal\u0131d\u0131r.<\/li>\n\n\n\n<li>Ekipman\u0131n Kalibrasyonu ve Bak\u0131m\u0131: \u00d6l\u00e7\u00fcmlerin zaman i\u00e7inde tutarl\u0131 kalmas\u0131n\u0131 sa\u011flamak i\u00e7in ekipman\u0131n d\u00fczenli kalibrasyonu ve bak\u0131m\u0131 \u015fartt\u0131r. T\u00fcm deney gruplar\u0131 i\u00e7in ayn\u0131 ekipman\u0131n kullan\u0131lmas\u0131, enstr\u00fcmantasyondan kaynaklanan de\u011fi\u015fkenli\u011fi en aza indirmeye yard\u0131mc\u0131 olabilir.<\/li>\n\n\n\n<li>E\u011fitim ve \u0130zleme: Deneyde yer alan t\u00fcm personelin kapsaml\u0131 bir \u015fekilde e\u011fitildi\u011finden emin olmak tutarl\u0131l\u0131\u011f\u0131n korunmas\u0131na yard\u0131mc\u0131 olabilir. D\u00fczenli izleme ve periyodik yeniden e\u011fitim, prosed\u00fcrlerin \u00e7al\u0131\u015fma s\u00fcresi boyunca do\u011fru \u015fekilde takip edilmesini sa\u011flayabilir.<\/li>\n\n\n\n<li>\u00c7evresel Kontroller: \u00c7evresel ko\u015fullara duyarl\u0131 deneyler i\u00e7in, iklim kontroll\u00fc odalar veya b\u00fcy\u00fcme odalar\u0131 gibi kontroll\u00fc ortamlar\u0131n kullan\u0131lmas\u0131, tutarl\u0131 ko\u015fullar\u0131n korunmas\u0131na yard\u0131mc\u0131 olabilir. \u00c7evresel de\u011fi\u015fkenlerin s\u00fcrekli olarak izlenmesi, herhangi bir sapman\u0131n derhal tespit edilmesine ve d\u00fczeltilmesine yard\u0131mc\u0131 olabilir.<\/li>\n\n\n\n<li>K\u00f6rleme: Deneyi y\u00fcr\u00fcten ki\u015finin hangi grubun kontrol, hangisinin deney grubu oldu\u011funu bilmedi\u011fi k\u00f6rleme tekniklerinin uygulanmas\u0131, yanl\u0131l\u0131\u011f\u0131n azalt\u0131lmas\u0131na yard\u0131mc\u0131 olabilir ve kontrol de\u011fi\u015fkenlerinin e\u015fit \u015fekilde uygulanmas\u0131n\u0131 sa\u011flayabilir.<\/li>\n<\/ol>\n\n\n\n<p>Bu stratejilere ra\u011fmen, kontrol de\u011fi\u015fkenlerinde tutarl\u0131l\u0131\u011f\u0131 sa\u011flamak emek yo\u011fun olabilir ve ayr\u0131nt\u0131lara titizlikle dikkat edilmesini gerektirir. \u00d6zellikle ba\u011f\u0131ml\u0131 de\u011fi\u015fkenin kontrol de\u011fi\u015fkenlerindeki de\u011fi\u015fikliklere son derece duyarl\u0131 oldu\u011fu deneylerde, k\u00fc\u00e7\u00fck de olsa varyasyonlar\u0131n sonu\u00e7lar \u00fczerinde \u00f6nemli etkileri olabilir.<\/p>\n\n\n\n<h2><a href=\"https:\/\/mindthegraph.com\/?utm_source=blog&amp;utm_medium=content\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph:<\/a> Platformumuz Kontrol De\u011fi\u015fkeniniz Olacak<\/h2>\n\n\n\n<p>Sonu\u00e7lar\u0131n etkili bir \u015fekilde iletilmesi, deneyiniz sonu\u00e7land\u0131ktan ve s\u0131ras\u0131yla hipoteziniz test edildikten sonra ger\u00e7ekle\u015fir. Ara\u015ft\u0131rman\u0131z\u0131n insanlara ula\u015fmas\u0131n\u0131 ve yank\u0131 uyand\u0131rmas\u0131n\u0131 sa\u011flamak i\u00e7in sonu\u00e7lar\u0131n\u0131z\u0131 kolay, a\u00e7\u0131k, ilgi \u00e7ekici ve g\u00f6rsel bir \u015fekilde iletin. G\u00fcvenilir orta\u011f\u0131n\u0131z olarak, ara\u015ft\u0131rman\u0131z\u0131n bu \u00f6nemli k\u0131sm\u0131nda size yard\u0131mc\u0131 olabiliriz.<\/p>\n\n\n\n<p>\u0130ster akademik bir konferans i\u00e7in poster haz\u0131rl\u0131yor, ister bir ara\u015ft\u0131rma makalesi yaz\u0131yor veya \u00e7al\u0131\u015fman\u0131z\u0131 \u00f6zetlemek i\u00e7in grafiksel bir \u00f6zet olu\u015fturuyor olun, \u00e7izimlerinizi destekleyen ara\u00e7lar ve hizmetler sunuyoruz. At <a href=\"https:\/\/mindthegraph.com\/?utm_source=blog&amp;utm_medium=content\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph,<\/a> bu ama\u00e7lara ula\u015fman\u0131z i\u00e7in harika bir arac\u0131m\u0131z var. Platformumuzda, bilimsel \u00e7al\u0131\u015fmalar\u0131n sunumlar\u0131n\u0131 hedefleyen temalar i\u00e7eren geni\u015f bir \u00fccretsiz ill\u00fcstrasyon galerimiz var ve bulgular\u0131n\u0131z\u0131 g\u00f6stermek i\u00e7in do\u011fru grafikleri bulman\u0131z\u0131 sa\u011fl\u0131yoruz. Bu ill\u00fcstrasyonlarla, bu ara\u015ft\u0131rman\u0131n ilgili noktalar\u0131n\u0131 ba\u011flamsalla\u015ft\u0131rmak amac\u0131yla ho\u015f grafikler geli\u015ftirilebilir.<\/p>\n\n\n\n<p>Tasar\u0131mc\u0131lar ayr\u0131ca g\u00f6rsellerinizin sadece bilimsel a\u00e7\u0131dan do\u011fru de\u011fil, ayn\u0131 zamanda profesyonel olarak cilalanm\u0131\u015f olmas\u0131 i\u00e7in ki\u015fiselle\u015ftirilmi\u015f destek sa\u011flamak i\u00e7in de oradalar. Ekibimizle \u00e7al\u0131\u015fmak, ara\u015ft\u0131rman\u0131zla daha b\u00fcy\u00fck bir g\u00f6rsel etki elde edebilece\u011finiz ve hedef kitlenizin \u00e7al\u0131\u015fman\u0131n karma\u015f\u0131kl\u0131\u011f\u0131n\u0131 ve de\u011ferini kolayca anlamas\u0131n\u0131 sa\u011flayabilece\u011finiz anlam\u0131na gelir.<\/p>\n\n\n\n<p>Ara\u015ft\u0131rmac\u0131lar\u0131, Mind the Graph'nin \u00fccretsiz olarak sundu\u011fu kaynaklar\u0131 ve uzman tasar\u0131m\u0131n\u0131n kullan\u0131labilirli\u011fini ke\u015ffetmeye te\u015fvik ediyoruz; ister yeni ba\u015flayan ister daha deneyimli olsun, t\u00fcm ara\u015ft\u0131rmac\u0131lara ara\u015ft\u0131rma \u00e7\u0131kt\u0131lar\u0131n\u0131 daha iyi iletmeleri i\u00e7in yard\u0131mc\u0131 olabiliriz. <\/p>\n\n\n\n<div style=\"height:18px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1362\" height=\"900\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/09\/mtg-80-plus-fields.gif\" alt=\"bi\u0307li\u0307msel i\u0307ll\u00fcstrasyonlar\" class=\"wp-image-29586\"\/><\/figure><\/div>\n\n\n<div style=\"height:18px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"is-layout-flex wp-block-buttons\">\n<div class=\"wp-block-button aligncenter\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/mindthegraph.com\/?utm_source=blog&amp;utm_medium=content\" style=\"border-radius:50px;background-color:#dc1866\" target=\"_blank\" rel=\"noreferrer noopener\">Mind the Graph ile yaratmaya ba\u015flay\u0131n<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>","protected":false},"excerpt":{"rendered":"<p>Kontrol de\u011fi\u015fkeninin deneylerinizin d\u0131\u015f etkilerden etkilenmemesine nas\u0131l yard\u0131mc\u0131 olabilece\u011fini g\u00f6z \u00f6n\u00fcnde bulundurdu\u011funuzdan emin olun.<\/p>","protected":false},"author":42,"featured_media":54692,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[978,974,961],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Understanding Control Variables In Experiments<\/title>\n<meta name=\"description\" content=\"Make sure to consider how the control variable can help your experiments remain unaffected by external influences.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mindthegraph.com\/blog\/tr\/control-variable\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Understanding Control Variables In 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