{"id":3035,"date":"2023-07-19T12:55:36","date_gmt":"2023-07-19T12:55:36","guid":{"rendered":"https:\/\/statorials.org\/tr\/egitimde-istatistigin-onemi\/"},"modified":"2023-07-19T12:55:36","modified_gmt":"2023-07-19T12:55:36","slug":"egitimde-istatistigin-onemi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/egitimde-istatistigin-onemi\/","title":{"rendered":"E\u011fitimde i\u0307statisti\u011fin \u00f6nemi (\u00f6rneklerle)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u0130statistik<\/strong> alan\u0131 verilerin toplanmas\u0131, analizi, yorumlanmas\u0131 ve sunumuyla ilgilidir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">E\u011fitim ba\u011flam\u0131nda istatistikler a\u015fa\u011f\u0131daki nedenlerden dolay\u0131 \u00f6nemlidir:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Sebep 1<\/strong> : \u0130statistikler, e\u011fitimcilerin tan\u0131mlay\u0131c\u0131 istatistikler kullanarak \u00f6\u011frenci performans\u0131n\u0131 anlamalar\u0131na olanak tan\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Sebep 2<\/strong> : \u0130statistikler, \u00f6\u011fretmenlerin veri g\u00f6rselle\u015ftirmelerini kullanarak \u00f6\u011frenci performans\u0131ndaki e\u011filimleri tespit etmesine olanak tan\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Sebep 3<\/strong> : \u0130statistikler, e\u011fitimcilerin hipotez testi kullanarak farkl\u0131 \u00f6\u011fretim y\u00f6ntemlerini kar\u015f\u0131la\u015ft\u0131rmas\u0131na olanak tan\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu makalenin geri kalan\u0131nda bu nedenlerin her birini a\u00e7\u0131klayaca\u011f\u0131z.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sebep 1: Tan\u0131mlay\u0131c\u0131 istatistikleri kullanarak \u00f6\u011frenci performans\u0131n\u0131 anlay\u0131n<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/tr\/tanimlayici-cikarimsal-istatistikler\/\" target=\"_blank\" rel=\"noopener\">Tan\u0131mlay\u0131c\u0131 istatistikler<\/a> verileri <em>tan\u0131mlamak<\/em> i\u00e7in kullan\u0131l\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">E\u011fitim ba\u011flam\u0131nda bir \u00f6\u011fretmen, s\u0131n\u0131f\u0131ndaki \u00f6\u011frenciler i\u00e7in a\u015fa\u011f\u0131daki tan\u0131mlay\u0131c\u0131 istatistikleri hesaplayabilir:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Belirli bir s\u0131navdaki ortalama puan.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Belirli bir s\u0131navdaki puanlar\u0131n standart sapmas\u0131.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Belirli bir s\u0131navdaki puan aral\u0131\u011f\u0131.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Belirli bir s\u0131nav\u0131 ge\u00e7en \u00f6\u011frencilerin y\u00fczdesi.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Belirli bir s\u0131navdaki sonu\u00e7lar\u0131n y\u00fczde 90&#8217;\u0131.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu \u00f6l\u00e7\u00fcmler sayesinde \u00f6\u011fretmen, s\u0131n\u0131f\u0131ndaki \u00f6\u011frencilerin belirli bir s\u0131navdaki sonu\u00e7lar\u0131n\u0131 daha iyi anlayabilir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Daha sonra, s\u0131nav\u0131 \u00e7ok az say\u0131da \u00f6\u011frenci ge\u00e7erse \u00f6\u011fretim y\u00f6ntemini de\u011fi\u015ftirip de\u011fi\u015ftirmeyece\u011fine veya s\u0131nav sonu\u00e7lar\u0131 k\u00f6t\u00fc olan \u00f6\u011frencilere ek ders f\u0131rsatlar\u0131 sunup sunmayaca\u011f\u0131na karar verebilir.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Not<\/strong> : Bu t\u00fcr tan\u0131mlay\u0131c\u0131 istatistikler e\u011fitimin her d\u00fczeyinde kullan\u0131lmaktad\u0131r. \u00d6rne\u011fin bir m\u00fcd\u00fcr, t\u00fcm okuldaki \u00f6\u011frencilerin test puanlar\u0131n\u0131 izlemek i\u00e7in tan\u0131mlay\u0131c\u0131 istatistikleri kullanabilir. Eyalet e\u011fitim bakanl\u0131\u011f\u0131 da t\u00fcm eyaletteki \u00f6\u011frencilerin s\u0131nav puanlar\u0131n\u0131 izlemek i\u00e7in tan\u0131mlay\u0131c\u0131 istatistikler kullanabilir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sebep 2: Veri G\u00f6rselle\u015ftirmeyi Kullanarak Trendleri Belirleyin<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">E\u011fitimde istatisti\u011fi kullanman\u0131n bir di\u011fer yayg\u0131n yolu da \u00e7izgi grafikler, histogramlar, kutu grafikleri, pasta grafikleri ve di\u011fer grafikler gibi verileri g\u00f6rselle\u015ftirmektir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu t\u00fcr grafikler genellikle e\u011fitimcilerin s\u0131n\u0131f performans\u0131 ve bireysel \u00f6\u011frenci performans\u0131ndaki e\u011filimleri tespit etmelerine yard\u0131mc\u0131 olmak i\u00e7in kullan\u0131l\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, bir \u00f6\u011fretmenin y\u0131l boyunca ortalama s\u0131nav puan\u0131n\u0131 g\u00f6rselle\u015ftirmek i\u00e7in a\u015fa\u011f\u0131daki \u00e7ubuk grafi\u011fi olu\u015fturdu\u011funu varsayal\u0131m:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-26109 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/education1.jpg\" alt=\"\" width=\"532\" height=\"385\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u00d6\u011fretmen sadece bu \u00e7ubuk grafi\u011fe bakarak s\u0131n\u0131f\u0131ndaki \u00f6\u011frencilerin ortalama test puan\u0131n\u0131n y\u0131l i\u00e7inde yava\u015f yava\u015f azald\u0131\u011f\u0131n\u0131 g\u00f6rebilecek.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu, \u00f6\u011fretmenin \u00f6\u011fretim y\u00f6ntemlerini geli\u015ftirmesine veya belki de \u00f6\u011frencilerine kendi \u00f6\u011fretim y\u00f6ntemleri hakk\u0131nda fikirlerini sormak i\u00e7in bir anket vermesine vb. olanak sa\u011flayabilir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sebep 3: Hipotez testi kullanarak \u00f6\u011fretim y\u00f6ntemlerini kar\u015f\u0131la\u015ft\u0131r\u0131n<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0130statistik e\u011fitimde <a href=\"https:\/\/statorials.org\/tr\/hipotez-testi-1\/\" target=\"_blank\" rel=\"noopener\">hipotez testi<\/a> \u015feklinde de kullan\u0131l\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bunlar e\u011fitimcilerin farkl\u0131 \u00f6\u011fretim y\u00f6ntemleri aras\u0131nda istatistiksel anlaml\u0131l\u0131k olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in kullanabilece\u011fi testlerdir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, bir \u00f6\u011fretmenin belirli bir m\u00fcfredat\u0131n s\u0131nav puanlar\u0131n\u0131 etkileyip etkilemedi\u011fini belirlemek istedi\u011fini varsayal\u0131m. Bunu test etmek i\u00e7in \u00f6n teste tabi tutulacak 15 \u00f6\u011frenciyi <a href=\"https:\/\/statorials.org\/tr\/rastgele-secim-ve-rastgele-atama\/\" target=\"_blank\" rel=\"noopener\">rastgele se\u00e7iyor<\/a> . Daha sonra her \u00f6\u011frencinin m\u00fcfredat\u0131 bir ay boyunca kullanmas\u0131n\u0131 ve ard\u0131ndan benzer zorlukta bir son test yapmas\u0131n\u0131 sa\u011fl\u0131yor.<\/span><\/p>\n<p> <span style=\"color: #000000;\">15 \u00f6\u011frencinin her birinin test sonu\u00e7lar\u0131 a\u015fa\u011f\u0131da g\u00f6sterilmi\u015ftir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22671 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/jumele1.jpg\" alt=\"\" width=\"304\" height=\"379\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u00d6n test ve son test ortalama puanlar\u0131 aras\u0131ndaki fark\u0131 kar\u015f\u0131la\u015ft\u0131rmak i\u00e7in \u00f6\u011fretmen <a href=\"https:\/\/statorials.org\/tr\/eslestirilmis-ornekler-t-testi\/\" target=\"_blank\" rel=\"noopener\">e\u015fle\u015ftirilmi\u015f t testi \u00f6rnekleri<\/a> kullanabilir \u00e7\u00fcnk\u00fc her \u00f6\u011frencinin \u00f6n test puan\u0131, son test puanlar\u0131yla ili\u015fkilendirilebilir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Profes\u00f6r\u00fcn bu e\u015fle\u015ftirilmi\u015f \u00f6rnek t-testini ger\u00e7ekle\u015ftirmek i\u00e7in istatistiksel yaz\u0131l\u0131m kulland\u0131\u011f\u0131n\u0131 ve a\u015fa\u011f\u0131daki sonu\u00e7lar\u0131 ald\u0131\u011f\u0131n\u0131 varsayal\u0131m:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">t-testi istatisti\u011fi: <strong>-2,97<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">p-de\u011feri: <strong>0,0101<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu \u00f6rnekte, e\u015fle\u015ftirilmi\u015f \u00f6rnekler t-testi a\u015fa\u011f\u0131daki bo\u015f ve alternatif hipotezleri kullan\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> \u00d6n test ve son test ortalamalar\u0131 e\u015fittir<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub> :<\/strong> \u00d6n test ve son test ortalamalar\u0131 e\u015fit <em>de\u011fil<\/em><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">P de\u011feri ( <strong>0,0101<\/strong> ) 0,05&#8217;ten k\u00fc\u00e7\u00fck oldu\u011fundan s\u0131f\u0131r hipotezini reddediyoruz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu, \u00f6\u011frencilerin ortalama test puan\u0131n\u0131n \u00e7al\u0131\u015fma program\u0131na kat\u0131lmadan \u00f6nce ve sonra farkl\u0131 oldu\u011funu s\u00f6yleyecek yeterli kan\u0131t\u0131m\u0131z oldu\u011fu anlam\u0131na gelir.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Not<\/strong> : Bu, e\u011fitimde kullan\u0131lan hipotez testlerinin yaln\u0131zca bir \u00f6rne\u011fidir. Di\u011fer yayg\u0131n testler aras\u0131nda <a href=\"https:\/\/statorials.org\/tr\/ornek-t-testi\/\" target=\"_blank\" rel=\"noopener\">tek \u00f6rnekli t testi<\/a> , <a href=\"https:\/\/statorials.org\/tr\/iki-orneginizi-test-edin\/\" target=\"_blank\" rel=\"noopener\">iki \u00f6rnekli t testi<\/a> , <a href=\"https:\/\/statorials.org\/tr\/tek-yonlu-anova\/\" target=\"_blank\" rel=\"noopener\">tek y\u00f6nl\u00fc ANOVA<\/a> ve <a href=\"https:\/\/statorials.org\/tr\/iki-yonlu-anova\/\" target=\"_blank\" rel=\"noopener\">iki y\u00f6nl\u00fc ANOVA<\/a> bulunur.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki makaleler istatisti\u011fin di\u011fer alanlardaki \u00f6nemini a\u00e7\u0131klamaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\" target=\"_blank\" rel=\"noopener\">\u0130\u015fletmelerde istatisti\u011fin \u00f6nemi<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/iktisatta-istatistigin-onemi\/\" target=\"_blank\" rel=\"noopener\">Ekonomide istatisti\u011fin \u00f6nemi<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/saglik-hizmetlerinde-istatistigin-onemi\/\" target=\"_blank\" rel=\"noopener\">Sa\u011fl\u0131kta istatisti\u011fin \u00f6nemi<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0130statistik alan\u0131 verilerin toplanmas\u0131, analizi, yorumlanmas\u0131 ve sunumuyla ilgilidir. E\u011fitim ba\u011flam\u0131nda istatistikler a\u015fa\u011f\u0131daki nedenlerden dolay\u0131 \u00f6nemlidir: Sebep 1 : \u0130statistikler, e\u011fitimcilerin tan\u0131mlay\u0131c\u0131 istatistikler kullanarak \u00f6\u011frenci performans\u0131n\u0131 anlamalar\u0131na olanak tan\u0131r. Sebep 2 : \u0130statistikler, \u00f6\u011fretmenlerin veri g\u00f6rselle\u015ftirmelerini kullanarak \u00f6\u011frenci performans\u0131ndaki e\u011filimleri tespit etmesine olanak tan\u0131r. Sebep 3 : \u0130statistikler, e\u011fitimcilerin hipotez testi kullanarak farkl\u0131 \u00f6\u011fretim y\u00f6ntemlerini [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-3035","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>E\u011fitimde \u0130statisti\u011fin \u00d6nemi (\u00d6rneklerle) - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, e\u011fitimde istatisti\u011fin \u00f6nemi \u00e7e\u015fitli \u00f6rneklerle a\u00e7\u0131klanmaktad\u0131r.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/tr\/egitimde-istatistigin-onemi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"E\u011fitimde \u0130statisti\u011fin \u00d6nemi (\u00d6rneklerle) - Statorials\" \/>\n<meta property=\"og:description\" content=\"Bu e\u011fitimde, e\u011fitimde istatisti\u011fin \u00f6nemi \u00e7e\u015fitli \u00f6rneklerle a\u00e7\u0131klanmaktad\u0131r.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/egitimde-istatistigin-onemi\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-19T12:55:36+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/education1.jpg\" \/>\n<meta name=\"author\" content=\"Dr.benjamin anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dr.benjamin anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/tr\/egitimde-istatistigin-onemi\/\",\"url\":\"https:\/\/statorials.org\/tr\/egitimde-istatistigin-onemi\/\",\"name\":\"E\u011fitimde \u0130statisti\u011fin \u00d6nemi (\u00d6rneklerle) - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-19T12:55:36+00:00\",\"dateModified\":\"2023-07-19T12:55:36+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Bu e\u011fitimde, e\u011fitimde istatisti\u011fin \u00f6nemi \u00e7e\u015fitli \u00f6rneklerle a\u00e7\u0131klanmaktad\u0131r.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/egitimde-istatistigin-onemi\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/egitimde-istatistigin-onemi\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/egitimde-istatistigin-onemi\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"E\u011fitimde i\u0307statisti\u011fin \u00f6nemi (\u00f6rneklerle)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/tr\/#website\",\"url\":\"https:\/\/statorials.org\/tr\/\",\"name\":\"Statorials\",\"description\":\"\u0130statistik okuryazarl\u0131\u011f\u0131 rehberiniz!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/tr\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"tr\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\",\"name\":\"Dr.benjamin anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"Dr.benjamin anderson\"},\"description\":\"Merhaba, ben Benjamin, emekli bir istatistik profes\u00f6r\u00fc ve Statorials \u00f6\u011fretmenine d\u00f6n\u00fc\u015ft\u00fcm. \u0130statistik alan\u0131ndaki kapsaml\u0131 deneyimim ve uzmanl\u0131\u011f\u0131mla, \u00f6\u011frencilerimi Statorials arac\u0131l\u0131\u011f\u0131yla g\u00fc\u00e7lendirmek i\u00e7in bilgilerimi payla\u015fmaya can at\u0131yorum. 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