ELE 434 Quantitative Data Analysis Techniques with SPSSMEF ÜniversitesiAkademik Programlar İlköğretim Matematik ÖğretmenliğiÖğrenciler için Genel BilgiDiploma EkiErasmus Beyanı
İlköğretim Matematik Öğretmenliği
Lisans Programın Süresi: 4 Kredi Sayısı: 240 TYYÇ: 6. Düzey QF-EHEA: 1. Düzey EQF: 6. Düzey

Ders Genel Tanıtım Bilgileri

Yüksekokul/Myo/Fakülte/Enstitü Eğitim Fakültesi
Ders Kodu ELE 434
Ders Adı İngilizce Quantitative Data Analysis Techniques with SPSS
Ders Adı Türkçe SPSS ile Nicel Veri Analizi
Öğretim Dili EN
Ders Türü Ders
Dersin Düzeyi Seçiniz
Dönem Bahar
Haftalık İletişim Saatleri
Ders: 2 Okuma: Laboratuvar : Diğer:
Tahmini Öğrenci İş Yükü Dönem boyunca 108 saat
Ders Kredileri 5 AKTS
Değerlendirme Standart Harf Notu
Ön Koşul EDS 403 - Scientific Research Experience I
Yan Koşul Yok
Beklenen Ön Bilgi Yok
Kayıt Kısıtlamaları Yok
Genel Eğitim Hedefi
Ders Açıklaması Bu ders öncelikle istatistiğin genel kavram ve terimlerini öğreterek başlayacaktır. Dersin amacı, öğretmen adaylarının bilimsel araştırma yöntemleri dersinde belirledikleri hipotezlerine uygun topladıkları verileri uygun istatistiksel yöntemler ile analiz edip yorumlamasıdır. Öğretmen adaylarına günlük hayattan topladıkları veriler üzerinde etkili karar alabilmeleri için verileri inceleme, doğru analizi seçebilme, SPSS ile analizi uygulama, veriyi görselleştirme ve analiz sonuçlarını yorumlama becerisi kazandırmayı amaçlamaktadır.

Ders Öğrenme Çıktıları ve Yeterlilikler

Bu dersi başarıyla tamamlayabilen öğrenciler:
1) İstatistikle ilgili temel terim ve kavramların anlamlarını kavrayabilme;
2) Çok çeşitli betimleyici istatistiksel teknikleri fark edebilme ve ayırt edebilme;
3) uygun çıkarımsal istatistiksel teknik türlerini seçebilme;
4) Araştırma hipotezini uygun veri analizi teknikleriyle ilişkilendirebilme;
5) Verileri incelemek, doğru analizi seçmek, veri analizi için SPSS kullanmak, verileri analiz etmek, verileri görselleştirmek ve etkili karar verme için analiz sonuçlarını yorumlayabilme;
6) Analiz sonuçlarını APA kılavuzuna göre özetleyebilme, raporlayabilme ve iletebilme.
Program Öğrenme Çıktıları/Ders Öğrenme Çıktıları 1 2 3 4 5 6
1) Apply effective and student-centered specific teaching methods and strategies in order to improve students’ mathematical thinking and problem solving skills.
2) Design lesson plans based on how students learn mathematics and students’ difficulties in learning mathematics.
3) Demonstrate knowledge in various areas of mathematics (such as analysis, algebra, linear algebra, geometry, topology, mathematical modeling, statistics and probability, differential equations) and nature of science and mathematics.
4) Display knowledge and skills in developing programs, teaching technologies and materials in order to teach mathematics in effective and meaningful ways based on student needs.
5) Evaluate and assess students’ individual developmental paths, difficulties in understanding mathematics in multiple ways and use assessment results in improving teaching and learning.
6) Have an awareness of students’ social, cultural, economic and cognitive differences and plan the lessons and activities based on this awareness.
7) Collaborate and respectively communicate with colleagues and student parents such that students learn mathematics in best ways and at the same time feel happy and safe. Work effectively within teams of their own discipline and multi-disciplinary as well as take individual responsibility when they work alone.
8) Have awareness of need for life-long learning. Access information and following developments in education, science and technology. Display skills of solving problems related to their field, renew and improve themselves and critically analyze and question their own work. Use information technologies in effective ways.
9) Use scientific investigation effectively to solve problems in mathematics teaching and learning based on scientific methods. Critically investigate, analyze and make a synthesis of data, and develop solutions to problems based on data and scientific sources.
10) Exhibit skills of communicating effectively in oral and written Turkish and command of English at least at B2 general level of European Language Portfolio.
11) Have awareness of and sensitivity to different cultures, values and students’ democratic rights.
12) Display ethical and professional responsibilities. Have awareness of national and universal sensitivities that are expressed in National Education Fundamentals Laws.
13) Demonstrate consciousness and sensitivity towards preserving nature and environment in the process of developing lesson activities.
14) Display knowledge in national culture and history as well as international cultures and recognize their richness. Have awareness of and participate to developments in society, culture, arts and technology.

Program Sonuçları ve Yeterliliklerle İlişkisi

N Yok S Destekleyici H Çok İlgili
     
Program Çıktıları ve Yeterlilikler Düzey Değerlendirme
1) Apply effective and student-centered specific teaching methods and strategies in order to improve students’ mathematical thinking and problem solving skills. N
2) Design lesson plans based on how students learn mathematics and students’ difficulties in learning mathematics. N
3) Demonstrate knowledge in various areas of mathematics (such as analysis, algebra, linear algebra, geometry, topology, mathematical modeling, statistics and probability, differential equations) and nature of science and mathematics. S Ödev,Laboratuvar,Proje
4) Display knowledge and skills in developing programs, teaching technologies and materials in order to teach mathematics in effective and meaningful ways based on student needs. N
5) Evaluate and assess students’ individual developmental paths, difficulties in understanding mathematics in multiple ways and use assessment results in improving teaching and learning. H Sınav,Laboratuvar
6) Have an awareness of students’ social, cultural, economic and cognitive differences and plan the lessons and activities based on this awareness. N
7) Collaborate and respectively communicate with colleagues and student parents such that students learn mathematics in best ways and at the same time feel happy and safe. Work effectively within teams of their own discipline and multi-disciplinary as well as take individual responsibility when they work alone. S Ödev,Proje
8) Have awareness of need for life-long learning. Access information and following developments in education, science and technology. Display skills of solving problems related to their field, renew and improve themselves and critically analyze and question their own work. Use information technologies in effective ways. H Sınav,Ödev,Proje
9) Use scientific investigation effectively to solve problems in mathematics teaching and learning based on scientific methods. Critically investigate, analyze and make a synthesis of data, and develop solutions to problems based on data and scientific sources. N
10) Exhibit skills of communicating effectively in oral and written Turkish and command of English at least at B2 general level of European Language Portfolio. H Sınav,Ödev,Proje
11) Have awareness of and sensitivity to different cultures, values and students’ democratic rights. N
12) Display ethical and professional responsibilities. Have awareness of national and universal sensitivities that are expressed in National Education Fundamentals Laws. S Ödev,Proje
13) Demonstrate consciousness and sensitivity towards preserving nature and environment in the process of developing lesson activities. N
14) Display knowledge in national culture and history as well as international cultures and recognize their richness. Have awareness of and participate to developments in society, culture, arts and technology. N
Hazırlayan ve Tarih BENGİ BİRGİLİ ,
Ders Koordinatörü BENGİ BİRGİLİ
Dönem Bahar
Dersi Veren(ler)

Ders İçeriği

Hafta Konu
1) Derse giriş
2) İstatistiğe Giriş, Frekans Dağılımları
3) Z-skorları, Olasılık ve örnekler
4) Hipotez testine giriş Tek örneklem t istatistikleri
5) Bağımsız ölçümler t-testi
6) Tekrarlanan ölçümler t-testi
7) Sınıf İçi Uygulama (recitation)
8) Ara Sınav
9) Varyans analizine giriş
10) İki faktörlü varyans analizi
11) İki faktörlü varyans analizi
12) Korelasyon
13) Ki-kare istatistikleri
14) Projeler Hakkında Sunum
15) Final
16) Final
Gerekli/Tavsiye Edilen Okumalar
Öğretme Teknikleri
Ödev ve Projeler
Laboratuvar Çalışması
Bilgisayar Kullanımı
Diğer Aktiviteler
Değerlendirme Yöntemleri
Değerlendirme Araçları Sayı Ağırlık
Ödev 1 % 40
Ara Sınavlar 1 % 20
Rapor Teslimi 1 % 10
Final 1 % 30
TOPLAM % 100
Ders Yönetimi birgilib@mef.edu.tr

AKTS Öğrenci İş Yükü Tahmini

AKtivite Hafta Sayısı Saat Hesaplama
Yarıyıl Başına Hafta Sayısı Etkinliğe Hazırlık Etkinliğin Kendisinde Harcanan Etkinlik Gereksinimlerini Tamamlama
Ders Saati 14 1 2 1 56
Laboratuvar 10 1 1 20
Ödevler 4 4 16
Ara Sınavlar 1 4 2 6
Final 1 8 2 10
Toplam İş Yükü 108
Toplam İş Yükü/25 4.3
AKTS 5