{"id":1717,"date":"2025-12-02T17:22:31","date_gmt":"2025-12-02T14:22:31","guid":{"rendered":"https:\/\/markahost.com.tr\/blog\/?p=1717"},"modified":"2025-12-02T17:22:31","modified_gmt":"2025-12-02T14:22:31","slug":"spss-nedir-nasil-kullanilir","status":"publish","type":"post","link":"https:\/\/markahost.com.tr\/blog\/spss-nedir-nasil-kullanilir\/","title":{"rendered":"SPSS Nedir, Nas\u0131l Kullan\u0131l\u0131r? SPSS Program\u0131 Ne \u0130\u015fe Yarar?"},"content":{"rendered":"<h2><strong>SPSS Nedir?<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">SPSS, tam ad\u0131yla Statistical Package for the Social Sciences, \u00f6zellikle sosyal bilim ara\u015ft\u0131rmalar\u0131nda kullan\u0131lan g\u00fc\u00e7l\u00fc bir istatistik analiz yaz\u0131l\u0131m\u0131d\u0131r. Zaman i\u00e7inde yaln\u0131zca sosyal bilimlerle s\u0131n\u0131rl\u0131 kalmayan SPSS, sa\u011fl\u0131k, pazarlama, e\u011fitim, ekonomi ve m\u00fchendislik gibi bir\u00e7ok disiplinin veri \u00e7\u00f6z\u00fcmleme s\u00fcre\u00e7lerinde de temel ara\u00e7lardan biri haline gelmi\u015ftir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00c7al\u0131\u015fma prensibi olarak SPSS, kullan\u0131c\u0131lar\u0131n ham verileri d\u00fczenlemesine, istatistiksel testler uygulamas\u0131na ve sonu\u00e7lar\u0131 tablo ve grafiklerle yorumlanabilir h\u00e2le getirmesine olanak tan\u0131r. Aray\u00fcz\u00fcn\u00fcn kullan\u0131c\u0131 dostu olmas\u0131 sayesinde ise hem akademisyenlerin hem de veri analiziyle yeni tan\u0131\u015fan ki\u015filerin karma\u015f\u0131k hesaplamalar\u0131 kolayca ger\u00e7ekle\u015ftirmesini sa\u011flar.<\/span><\/p>\n<h2><strong>SPSS Ne \u0130\u015fe Yarar? Temel Kullan\u0131m Alanlar\u0131<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">SPSS, veri toplama a\u015famas\u0131ndan sonu\u00e7lar\u0131n raporlanmas\u0131na kadar uzanan s\u00fcrecin her ad\u0131m\u0131nda kritik bir rol \u00fcstlenmektedir. Program, anket verilerinin analizi, hipotez testleri, regresyon, korelasyon, varyans analizi ve tan\u0131mlay\u0131c\u0131 istatistikler gibi bir\u00e7ok istatistiksel y\u00f6ntemi zahmetsiz \u015fekilde uygulama imkan\u0131 sunar. Ara\u015ft\u0131rmac\u0131lar ise SPSS sayesinde veri setlerini d\u00fczenleyebilir, eksik verileri tespit edebilir, de\u011fi\u015fkenler aras\u0131nda ili\u015fkileri test edebilir ve bu bulgular\u0131 bilimsel \u00e7al\u0131\u015fma format\u0131na uygun \u015fekilde raporlayabilirler.<\/span><\/p>\n<h2><strong>SPSS\u2019in Avantajlar\u0131 ve Kullan\u0131m Kolayl\u0131klar\u0131<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">SPSS\u2019in sundu\u011fu geli\u015fmi\u015f istatistiksel y\u00f6ntemler, kullan\u0131c\u0131lar\u0131n veri k\u00fcmeleri \u00fczerinde ayr\u0131nt\u0131l\u0131 analizler yapmas\u0131na ve daha g\u00fc\u00e7l\u00fc ara\u015ft\u0131rma sonu\u00e7lar\u0131 elde etmesine olanak tan\u0131r. Ayr\u0131ca program, karma\u015f\u0131k ili\u015fkileri \u00e7\u00f6z\u00fcmlemeyi kolayla\u015ft\u0131rd\u0131\u011f\u0131 i\u00e7in ara\u015ft\u0131rmac\u0131lar\u0131n daha do\u011fru ve g\u00fcvenilir sonu\u00e7lara ula\u015fmas\u0131n\u0131 da sa\u011flar. Elde edilen g\u00fcvenilir veriler ise hem akademik \u00e7al\u0131\u015fmalarda hem de <a href=\"https:\/\/markahost.com.tr\/kurumsal-hosting\" data-internallinksmanager029f6b8e52c=\"7\" title=\"kurumsal hosting\">kurumsal<\/a> karar s\u00fcre\u00e7lerinde daha isabetli stratejiler geli\u015ftirmeye yard\u0131mc\u0131 olur.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">SPSS, teknik bilgi seviyesi ne olursa olsun t\u00fcm kullan\u0131c\u0131lar\u0131n rahat\u00e7a \u00e7al\u0131\u015fabilece\u011fi bir yap\u0131ya sahiptir. Hem yeni ba\u015flayanlar hem deneyimli istatistik\u00e7iler hem de i\u015f d\u00fcnyas\u0131nda veriyle \u00e7al\u0131\u015fan profesyoneller, yaz\u0131l\u0131m\u0131n sundu\u011fu g\u00f6rsel veri bilimi ara\u00e7lar\u0131 sayesinde analiz s\u00fcre\u00e7lerini kolayl\u0131kla y\u00f6netebilir. Kod yazma zorunlulu\u011fu olmadan verilerin haz\u0131rlanmas\u0131, d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesi ve analiz edilmesi ise program\u0131n en b\u00fcy\u00fck kullan\u0131m kolayl\u0131klar\u0131ndan biridir. Ayr\u0131ca, sonu\u00e7lar\u0131n farkl\u0131 hedef kitleler i\u00e7in \u00f6zelle\u015ftirilebilir bi\u00e7imde sunulabilmesi ise verilerin hem anla\u015f\u0131labilirli\u011fini hem de de\u011ferini art\u0131rmaktad\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6te yandan SPSS\u2019in \u00e7ok \u00e7e\u015fitli sekt\u00f6rlerde kullan\u0131labilmesi, kurumlara a\u015fa\u011f\u0131daki avantajlar\u0131 kazand\u0131rmaktad\u0131r.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Risk y\u00f6netimi s\u00fcre\u00e7lerinin daha etkin y\u00fcr\u00fct\u00fclmesini sa\u011flar ve i\u015fletmelerin maliyetlerini d\u00fc\u015f\u00fcrmeye katk\u0131da bulunur.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Operasyonel aksakl\u0131klar\u0131n tahmin edilmesi ve bu t\u00fcr sorunlar\u0131n daha az ya\u015fanmas\u0131 i\u00e7in g\u00fc\u00e7l\u00fc analiz olanaklar\u0131 sunar. B\u00f6ylece sistem s\u00fcreklili\u011fi artar, kesinti s\u00fcreleri azal\u0131r ve operasyonel verimlilik y\u00fckselir.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ayr\u0131ca d\u00fczenleyici gerekliliklere uyumun korunmas\u0131na yard\u0131mc\u0131 olarak kurumlar\u0131n g\u00fcvenilirli\u011fini destekler.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Dolay\u0131s\u0131yla t\u00fcm bu avantajlar, i\u015fletmelerin genel verimlili\u011fini, k\u00e2rl\u0131l\u0131\u011f\u0131n\u0131 ve yat\u0131r\u0131m getirisini (ROI) belirgin bi\u00e7imde art\u0131rmaktad\u0131r.<\/span><\/p>\n<h2><strong>SPSS Nas\u0131l Kurulur ve \u0130lk Ayarlar Nas\u0131l Yap\u0131l\u0131r?<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">SPSS\u2019i indirip kullanabilmek i\u00e7in \u00f6ncelikle lisansl\u0131 bir kullan\u0131c\u0131 olmak gerekir. <a href=\"https:\/\/markahost.com.tr\/lisans\" data-internallinksmanager029f6b8e52c=\"19\" title=\"lisans hizmeti\">Lisans<\/a> edinmenin iki temel yolu bulunur. \u0130lk se\u00e7enek, bireysel olarak SPSS\u2019in lisans\u0131n\u0131 sat\u0131n almakt\u0131r. \u0130kinci se\u00e7enek ise ba\u011fl\u0131 olunan kurum veya kurulu\u015fun sa\u011flad\u0131\u011f\u0131 \u00e7oklu kullan\u0131c\u0131 lisans\u0131ndan faydalanmakt\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6rne\u011fin \u00fcniversitede \u00f6\u011frenci ya da akademisyen iseniz, \u00e7o\u011fu \u00fcniversitenin IBM ile yapt\u0131\u011f\u0131 anla\u015fmalar sayesinde SPSS\u2019e \u00fccretsiz ya da kurumsal lisans arac\u0131l\u0131\u011f\u0131yla eri\u015febilirsiniz. Bunun i\u00e7in \u00fcniversitenizin resmi web sitesini ziyaret ederek SPSS lisans\u0131n\u0131n mevcut olup olmad\u0131\u011f\u0131n\u0131 \u00f6\u011frenebilir ve lisans\u0131 nas\u0131l aktif hale getirece\u011finizi ad\u0131m ad\u0131m takip edebilirsiniz.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kurulum s\u00fcrecinde ise izlemeniz gereken ad\u0131mlar a\u015fa\u011f\u0131daki gibidir:<\/span><\/p>\n<p><span style=\"font-weight: 400;\">1-\u00a0 \u00a0 \u00a0 <\/span><b>SPSS kurulum dosyas\u0131na t\u0131klad\u0131\u011f\u0131n\u0131zda<\/b><span style=\"font-weight: 400;\">, program hakk\u0131nda temel bilgilerin yer ald\u0131\u011f\u0131 a\u015fa\u011f\u0131daki giri\u015f ekran\u0131 kar\u015f\u0131n\u0131za gelir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">2-\u00a0 \u00a0 \u00a0 Bu ekranda <\/span><b>\u201cNext\u201d<\/b><span style=\"font-weight: 400;\"> se\u00e7ene\u011fine basarak kuruluma devam edilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">3-\u00a0 \u00a0 \u00a0 Ard\u0131ndan SPSS\u2019in lisansl\u0131 bir yaz\u0131l\u0131m oldu\u011funa dair bilgilendirme ve lisans s\u00f6zle\u015fmesinin bulundu\u011fu ekran a\u00e7\u0131l\u0131r. Burada <\/span><b>\u201cI accept the terms in the license agreement\u201d<\/b><span style=\"font-weight: 400;\"> kutucu\u011funu i\u015faretleyerek lisans ko\u015fullar\u0131n\u0131 okudu\u011funuzu ve kabul etti\u011finizi belirtirsiniz.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">4-\u00a0 \u00a0 \u00a0 Sonraki ad\u0131mda, program dosyalar\u0131 bilgisayar\u0131n\u0131za kopyalanmaya ba\u015flan\u0131r ve kurulum i\u00e7in gerekli haz\u0131rl\u0131klar yap\u0131l\u0131r. Kopyalama i\u015flemi tamamland\u0131\u011f\u0131nda <\/span><b>\u201cNext\u201d<\/b><span style=\"font-weight: 400;\"> butonu aktif h\u00e2le gelir ve kuruluma devam edilebilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">5-\u00a0 \u00a0 \u00a0 Bu a\u015famada SPSS\u2019in hangi s\u00fcr\u00fcc\u00fcye ve hangi klas\u00f6re kurulaca\u011f\u0131 g\u00f6sterilir. \u00d6rne\u011fin ekranda C s\u00fcr\u00fcc\u00fcs\u00fcnde bir <\/span><b>IBM klas\u00f6r\u00fc<\/b><span style=\"font-weight: 400;\"> olu\u015fturuldu\u011fu ve program\u0131n bu konuma y\u00fcklenmekte oldu\u011fu g\u00f6r\u00fcl\u00fcr. Bu b\u00f6l\u00fcm, kurulum dizinini kontrol etmek i\u00e7in \u00f6nemlidir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">6-\u00a0 \u00a0 \u00a0 S\u0131radaki ekranda SPSS kurulumu ba\u015flamadan \u00f6nce de\u011fi\u015fiklik yapmak isteyip istemedi\u011finiz sorulur. E\u011fer t\u00fcm ayarlar do\u011fruysa <\/span><b>\u201cInstall\u201d<\/b><span style=\"font-weight: 400;\"> se\u00e7ene\u011fine t\u0131klayarak kurulumun ba\u015flat\u0131lmas\u0131 sa\u011flan\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">7-\u00a0 \u00a0 \u00a0 Kurulum tamamland\u0131\u011f\u0131nda a\u015fa\u011f\u0131daki son ekran a\u00e7\u0131l\u0131r ve <\/span><b>\u201cFinish\u201d<\/b><span style=\"font-weight: 400;\"> se\u00e7ene\u011fine t\u0131klayarak i\u015flemi sonland\u0131rabilirsiniz. B\u00f6ylece SPSS bilgisayar\u0131n\u0131za ba\u015far\u0131yla y\u00fcklenmi\u015f olur.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">8-\u00a0 \u00a0 \u00a0 Bu ekrandaki \u00f6nemli noktalardan biri de k\u0131rm\u0131z\u0131 ile i\u015faretlenen <\/span><b>\u201cStart SPSS Statistics 27 License Authorization Wizard now\u201d<\/b><span style=\"font-weight: 400;\"> b\u00f6l\u00fcm\u00fcd\u00fcr. Bu kutucu\u011fu i\u015faretledi\u011finizde <\/span><b>Finish<\/b><span style=\"font-weight: 400;\"> butonuna bast\u0131\u011f\u0131n\u0131z anda lisans yetkilendirme sihirbaz\u0131 a\u00e7\u0131l\u0131r ve SPSS\u2019i s\u0131n\u0131rs\u0131z \u015fekilde kullanabilmeniz i\u00e7in lisans\u0131n\u0131z\u0131 aktif etmeniz istenir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">SPSS bilgisayar\u0131n\u0131za kurulduktan ve lisans yetkilendirmesi tamamland\u0131ktan sonra, program\u0131 sa\u011fl\u0131kl\u0131 bir \u015fekilde kullanabilmek i\u00e7in baz\u0131 temel ayarlar\u0131n yap\u0131lmas\u0131 gerekir. \u00d6rne\u011fin SPSS\u2019i ilk kez \u00e7al\u0131\u015ft\u0131rd\u0131\u011f\u0131n\u0131zda kar\u015f\u0131n\u0131za ba\u015flang\u0131\u00e7 ekran\u0131 \u00e7\u0131kar. Bu ekranda s\u0131f\u0131rdan yeni bir veri dosyas\u0131 a\u00e7abilir, daha \u00f6nce kaydedilmi\u015f bir \u00e7al\u0131\u015fmay\u0131 y\u00fckleyebilir veya \u00f6rnek veri setlerini inceleyebilirsiniz.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yap\u0131lmas\u0131 gereken ayarlardan biri de b\u00f6lgesel ve say\u0131sal formatlar\u0131n d\u00fczenlenmesidir. SPSS varsay\u0131lan olarak Amerikan say\u0131 format\u0131 (\u00f6rne\u011fin 1,000.00) kullan\u0131r. T\u00fcrkiye\u2019de kullan\u0131lan format (1.000,00) farkl\u0131 oldu\u011fu i\u00e7in bu ayar\u0131n de\u011fi\u015ftirilmesi veri giri\u015finde ve analiz sonu\u00e7lar\u0131nda kar\u0131\u015f\u0131kl\u0131\u011f\u0131 engeller. Bunun i\u00e7in Edit &gt; Options men\u00fcs\u00fcne girip say\u0131sal g\u00f6sterim format\u0131n\u0131 kendi b\u00f6lgenize uygun \u015fekilde d\u00fczenleyebilirsiniz.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Program\u0131 ilk kez a\u00e7t\u0131\u011f\u0131n\u0131zda otomatik kay\u0131t (autosave) ayarlar\u0131n\u0131 yapmak da olduk\u00e7a \u00f6nemlidir. Veri kayb\u0131 ya\u015fanmamas\u0131 i\u00e7in SPSS\u2019in belirli aral\u0131klarla \u00e7al\u0131\u015fman\u0131z\u0131 otomatik olarak kaydetmesini sa\u011flayabilirsiniz.<\/span><\/p>\n<h2><strong>SPSS Aray\u00fcz\u00fc ve Temel Bile\u015fenleri<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">SPSS\u2019in aray\u00fcz\u00fc, kullan\u0131c\u0131lar\u0131n veri i\u015flemlerini h\u0131zl\u0131 ve kolay bi\u00e7imde ger\u00e7ekle\u015ftirebilmesi i\u00e7in olduk\u00e7a d\u00fczenli bir yap\u0131ya sahiptir. Program a\u00e7\u0131ld\u0131\u011f\u0131nda kar\u015f\u0131n\u0131za iki temel g\u00f6r\u00fcn\u00fcm \u00e7\u0131kar: Data View ve Variable View. Data View, sat\u0131rlarda g\u00f6zlemleri, s\u00fctunlarda ise de\u011fi\u015fkenleri g\u00f6steren bir veri tablosudur. Veri giri\u015f i\u015flemleri bu b\u00f6l\u00fcmde yap\u0131l\u0131r. Variable View ise her de\u011fi\u015fkenin t\u00fcr\u00fc, etiketi, \u00f6l\u00e7\u00fcm d\u00fczeyi, geni\u015fli\u011fi, ondal\u0131k g\u00f6sterimi gibi teknik \u00f6zelliklerini d\u00fczenlemenizi sa\u011flayan yap\u0131sal b\u00f6l\u00fcmd\u00fcr.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Aray\u00fcz\u00fcn \u00fcst k\u0131sm\u0131nda yer alan men\u00fc \u00e7ubu\u011fu, analiz, veri d\u00f6n\u00fc\u015ft\u00fcrme, grafik olu\u015fturma ve \u00e7\u0131kt\u0131 alma gibi t\u00fcm i\u015flemlerin merkezidir. Analyze, Graphs, Transform, Data gibi sekmeler kullan\u0131c\u0131lara geni\u015f i\u015flem yelpazesi sunmaktad\u0131r. Output Viewer Window ise yap\u0131lan analizlerin ve olu\u015fturulan grafiklerin g\u00f6r\u00fcnt\u00fclendi\u011fi aland\u0131r. Ayr\u0131ca Syntax Editor ad\u0131 verilen b\u00f6l\u00fcmde SPSS\u2019e \u00f6zg\u00fc komutlar\u0131 yaz\u0131larak analizler kodla y\u00fcr\u00fct\u00fclebilmektedir. Syntax Editor penceresi a\u00e7mak i\u00e7in File &gt; New &gt; Syntax k\u0131sm\u0131na t\u0131klayabilirsiniz.<\/span><\/p>\n<h2><strong>SPSS\u2019te Veri Analizi Nas\u0131l Yap\u0131l\u0131r?<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">SPSS\u2019te veri analizi i\u015flemi ilk olarak verilerin do\u011fru \u015fekilde tan\u0131mlanmas\u0131yla ba\u015flar. Analizden \u00f6nce nominal, ordinal veya scale gibi de\u011fi\u015fken t\u00fcrlerinin do\u011fru ayarlanmas\u0131 hem uygun testlerin se\u00e7ilmesi hem de g\u00fcvenilir sonu\u00e7lar\u0131n elde edilmesi a\u00e7\u0131s\u0131ndan \u00f6nemlidir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Veriler tan\u0131mland\u0131ktan sonra program\u0131n Analyze men\u00fcs\u00fc \u00fczerinden farkl\u0131 analiz y\u00f6ntemleri se\u00e7ilebilir. \u00d6rne\u011fin tan\u0131mlay\u0131c\u0131 istatistikler, ortalama ve standart sapma gibi temel \u00f6l\u00e7\u00fcmleri elde etmek i\u00e7in kullan\u0131l\u0131rken, korelasyon analizleri de\u011fi\u015fkenler aras\u0131ndaki ili\u015fkileri de\u011ferlendirmek i\u00e7in tercih edilir. Ek olarak hipotez testleri, t-testi ve ANOVA gibi y\u00f6ntemlerle gruplar aras\u0131ndaki farklar\u0131 da inceleyebilirsiniz.<\/span><\/p>\n<p><img decoding=\"async\" class=\"alignnone size-medium wp-image-1719\" src=\"https:\/\/markahost.com.tr\/blog\/wp-content\/uploads\/2025\/12\/spss-nedir-300x125.png\" alt=\"\" width=\"300\" height=\"125\" title=\"\" srcset=\"https:\/\/markahost.com.tr\/blog\/wp-content\/uploads\/2025\/12\/spss-nedir-300x125.png 300w, https:\/\/markahost.com.tr\/blog\/wp-content\/uploads\/2025\/12\/spss-nedir.png 720w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<h2><strong>SPSS\u2019te Grafik ve Rapor Olu\u015fturma<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">SPSS, verilerin g\u00f6rselle\u015ftirilmesi ve raporlanmas\u0131 konusunda g\u00fc\u00e7l\u00fc ara\u00e7lar sunmaktad\u0131r. \u00d6rne\u011fin detayl\u0131 grafikler olu\u015fturmak i\u00e7in Graphs men\u00fcs\u00fc kullan\u0131l\u0131r ve \u00e7ubuk grafik, histogram, kutu grafi\u011fi, pie chart veya line graph gibi farkl\u0131 g\u00f6rselle\u015ftirme t\u00fcrleri se\u00e7ilebilir. Grafik olu\u015fturma s\u00fcrecinde kullan\u0131c\u0131lar ayn\u0131 zamanda hangi de\u011fi\u015fkenlerin g\u00f6rselle\u015ftirilece\u011fini se\u00e7ip eksen etiketlerini, renkleri ve grafik ba\u015fl\u0131klar\u0131n\u0131 d\u00fczenleyebilirler.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Output Viewer k\u0131sm\u0131 ise analiz sonu\u00e7lar\u0131 ve grafikleri bir araya getirmektedir. Bu ekranda tablolar\u0131 yeniden adland\u0131r\u0131labilir, a\u00e7\u0131klamalar ekleyebilir ve elde edilen \u00e7\u0131kt\u0131 dosyas\u0131 PDF, Word veya HTML format\u0131nda d\u0131\u015fa aktar\u0131labilir. B\u00f6ylece elde edilen verilerin hem g\u00f6rsel hem de metinsel olarak net bi\u00e7imde sunulmas\u0131 sa\u011flan\u0131r.<\/span><\/p>\n<h2><strong>Ara\u015ft\u0131rmalarda SPSS Kullan\u0131m\u0131<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">SPSS, akademik ve uygulamal\u0131 ara\u015ft\u0131rmalarda \u00f6zellikle sosyal bilimler, sa\u011fl\u0131k bilimleri, e\u011fitim, psikoloji, i\u015fletme ve pazarlama gibi alanlarda toplanan verilerin d\u00fczenlenmesi, \u00e7\u00f6z\u00fcmlenmesi ve raporlanmas\u0131 s\u00fcre\u00e7lerinde kullan\u0131lmaktad\u0131r. SPSS, anketlerden elde edilen b\u00fcy\u00fck veri setlerini d\u00fczenleyerek ara\u015ft\u0131rman\u0131n istatistiksel temelini olu\u015fturur ve hipotezlerin test edilmesine olanak tan\u0131r. Ara\u015ft\u0131rmac\u0131lar ise de\u011fi\u015fkenleri do\u011fru tan\u0131mlad\u0131ktan sonra SPSS\u2019in sundu\u011fu t-testi, ANOVA, MANOVA, regresyon, korelasyon, \u00e7apraz tablo gibi pek \u00e7ok analiz y\u00f6ntemi sayesinde veriyi bilimsel olarak yorumlayabilirler.<\/span><\/p>\n<h2><strong>En \u00c7ok Kullan\u0131lan SPSS Komutlar\u0131 ve \u0130\u015flemleri<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">SPSS, men\u00fc tabanl\u0131 bir yap\u0131ya sahip olsa da bir\u00e7ok i\u015flem arka planda belirli komutlarla \u00e7al\u0131\u015fmaktad\u0131r. Bu komutlar\u0131n syntax ekran\u0131nda kullan\u0131lmas\u0131 ise analizlerin tekrar edilebilirli\u011fini ve hata kontrol\u00fcn\u00fc kolayla\u015ft\u0131r\u0131r. Dolay\u0131s\u0131yla en g\u00fcvenilir <a href=\"https:\/\/markahost.com.tr\/web-hosting\"><strong>hosting<\/strong><\/a> sa\u011flay\u0131c\u0131lar\u0131ndan olan <a href=\"https:\/\/markahost.com.tr\/\"><strong>MarkaHost<\/strong><\/a> adresi olarak sizler i\u00e7in en \u00e7ok kullan\u0131lan SPSS komutlar\u0131n\u0131 a\u015fa\u011f\u0131daki \u015fekilde s\u0131ralamaktay\u0131z:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>FREQUENCIES<\/b><span style=\"font-weight: 400;\">: De\u011fi\u015fkenlerin da\u011f\u0131l\u0131mlar\u0131n\u0131, oranlar\u0131n\u0131 ve temel istatistiklerini sunar.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>DESCRIPTIVES<\/b><span style=\"font-weight: 400;\">: Ortalama, standart sapma, varyans ve minimum-maksimum de\u011ferleri i\u00e7eren tan\u0131mlay\u0131c\u0131 istatistikleri \u00fcretmek i\u00e7in tercih edilir.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>CORRELATIONS<\/b><span style=\"font-weight: 400;\">: Korelasyon analizleri i\u00e7in,<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>REGRESSION<\/b><span style=\"font-weight: 400;\">: Regresyon analizleri i\u00e7in kullan\u0131l\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T-TEST<\/b><span style=\"font-weight: 400;\">: Gruplar aras\u0131ndaki farklar\u0131 inceler.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>ONEWAY ANOVA<\/b><span style=\"font-weight: 400;\">: \u00e7ok gruplu kar\u015f\u0131la\u015ft\u0131rmalar i\u00e7in kullan\u0131l\u0131r.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Veri d\u00f6n\u00fc\u015f\u00fcm\u00fc gerekti\u011finde ise <\/span><b>RECODE<\/b><span style=\"font-weight: 400;\"> veya <\/span><b>COMPUTE<\/b><span style=\"font-weight: 400;\"> komutlar\u0131yla yeni de\u011fi\u015fkenler olu\u015fturulabilir.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ayr\u0131ca verinin s\u0131ralanmas\u0131 i\u00e7in <\/span><b>SORT CASES<\/b><span style=\"font-weight: 400;\">, filtreleme i\u00e7in <\/span><b>SELECT IF<\/b><span style=\"font-weight: 400;\"> gibi i\u015flemler ara\u015ft\u0131rmac\u0131lar aras\u0131nda olduk\u00e7a pop\u00fclerdir.<\/span><\/li>\n<\/ul>\n<h2><strong>SPSS Alternatifleri Nelerdir?<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">Her ne kadar SPSS g\u00fc\u00e7l\u00fc bir istatistik yaz\u0131l\u0131m\u0131 olsa da piyasada farkl\u0131 ihtiya\u00e7lara cevap veren bir\u00e7ok alternatif bulunmaktad\u0131r. \u00d6rne\u011fin akademik \u00e7evrelerde en yayg\u0131n se\u00e7eneklerden biri Stata R program\u0131d\u0131r. \u00d6zellikle a\u00e7\u0131k kaynakl\u0131 olmas\u0131, geni\u015f paket k\u00fct\u00fcphanesi ve esnek yap\u0131s\u0131 sayesinde ileri istatistiksel analizlerde Stata R s\u0131kl\u0131kla tercih edilir. Ayr\u0131ca kod tabanl\u0131 \u00e7al\u0131\u015ft\u0131\u011f\u0131 i\u00e7in \u00f6\u011frenme e\u011frisi y\u00fcksek olsa da kullan\u0131c\u0131lara s\u0131n\u0131rs\u0131z \u00f6zelle\u015ftirme olana\u011f\u0131 sunmaktad\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bir di\u011fer g\u00fc\u00e7l\u00fc alternatif ise Python\u2019d\u0131r. Pandas, NumPy, SciPy ve scikit-learn gibi k\u00fct\u00fcphaneleri sayesinde hem temel hem ileri d\u00fczey analizler yap\u0131labilir ve makine \u00f6\u011frenimi uygulamalar\u0131 kolayca geli\u015ftirilebilir. Kullan\u0131m\u0131 SPSS\u2019e daha yak\u0131n olan bir ba\u015fka se\u00e7enek ise Jamovi\u2019dir. \u00dccretsiz ve kullan\u0131c\u0131 dostu bir aray\u00fcze sahip olan Jamovi, \u00f6zellikle \u00f6\u011frenciler ve yeni ba\u015flayan ara\u015ft\u0131rmac\u0131lar i\u00e7in ideal bir ara\u00e7t\u0131r.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>SPSS Nedir? SPSS, tam ad\u0131yla Statistical Package for the Social Sciences, \u00f6zellikle sosyal bilim ara\u015ft\u0131rmalar\u0131nda kullan\u0131lan g\u00fc\u00e7l\u00fc bir istatistik analiz<\/p>\n","protected":false},"author":2,"featured_media":1718,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1717","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-genel"],"_links":{"self":[{"href":"https:\/\/markahost.com.tr\/blog\/wp-json\/wp\/v2\/posts\/1717","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/markahost.com.tr\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/markahost.com.tr\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/markahost.com.tr\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/markahost.com.tr\/blog\/wp-json\/wp\/v2\/comments?post=1717"}],"version-history":[{"count":1,"href":"https:\/\/markahost.com.tr\/blog\/wp-json\/wp\/v2\/posts\/1717\/revisions"}],"predecessor-version":[{"id":1720,"href":"https:\/\/markahost.com.tr\/blog\/wp-json\/wp\/v2\/posts\/1717\/revisions\/1720"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/markahost.com.tr\/blog\/wp-json\/wp\/v2\/media\/1718"}],"wp:attachment":[{"href":"https:\/\/markahost.com.tr\/blog\/wp-json\/wp\/v2\/media?parent=1717"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/markahost.com.tr\/blog\/wp-json\/wp\/v2\/categories?post=1717"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/markahost.com.tr\/blog\/wp-json\/wp\/v2\/tags?post=1717"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}