DATA ANALYSIS IN SOCIAL SCIENCES II DERS TANITIM VE UYGULAMA BİLGİLERİ

Kodu	Dersin Adı	Yarıyıl	Süresi(T+U)	Kredisi	AKTS Kredisi
PSY441	DATA ANALYSIS IN SOCIAL SCIENCES II	7	3	3	7

DERS BİLGİLERİ
Dersin Öğretim Dili :	İngilizce
Dersin Düzeyi	BACHELOR'S DEGREE, TYY: + 6.Level, EQF-LLL: 6.Level, QF-EHEA: First Cycle
Dersin Türü	Zorunlu
Dersin Veriliş Şekli	-
Dersin Koordinatörü	Assist.Prof. BÜLENT TANSEL
Dersi Veren Öğretim Üyesi/Öğretim Görevlisi	Dr.Öğr.Üyesi CAN BURAK NALBANTOĞLU
Ders Ön Koşulu	Yok

AMAÇ VE İÇERİK
Amaç:	This course aims to provide the students with the competence in using, interpreting and reporting statistical methods used in social sciences.
İçerik:	Contents of the course include subjects such as 'the comparison of two or more group means, non-parametric tests, correlation analysis, regression analysis, covariance and multivariate analysis, factor analysis and categorical data analysis.'

DERSİN ÖĞRENME ÇIKTILARI (Öğrenciler, bu dersi başarı ile tamamladıklarında aşağıda belirtilen bilgi, beceri ve/veya yetkinlikleri gösterirler.)
Select the correct statistical analysis to be carried out in a scientific research process. (Bloom’s 1)
Interpret the statistical methods used in the scientific publication. (Bloom's 2)
Use SPSS program and the necessary statistical methods, and analyze data. (Bloom’s 4)
Evaluate the results of data analysis. (Bloom's 5)

HAFTALIK DERS KONULARI VE ÖNGÖRÜLEN HAZIRLIK ÇALIŞMALARI
Hafta	Ön Hazırlık	Konular	Yöntem
1	-	Exploring Data	Lecture, Question and Answer, Exemplification, Demonstration
2	Literature review	Comparing two means	Lecture, Question and Answer, Exemplification, Demonstration
3	Literature review	Comparing several means	Lecture, Question and Answer, Exemplification, Demonstration
4	Literature review	Non-parametric models	Lecture, Question and Answer, Exemplification, Demonstration
5	Literature review	Correlation Analysis	Lecture, Question and Answer, Exemplification, Demonstration
6	Literature review	Categorical data	Lecture, Question and Answer, Exemplification, Demonstration
7	Literature review	Regression Analysis	Lecture, Question and Answer, Exemplification, Demonstration
8	-	MID-TERM EXAM	-
9	Literature review	Regression Analysis	Lecture, Question and Answer, Exemplification, Demonstration
10	Literature review	Analysis of covariance (ANCOVA)	Lecture, Question and Answer, Exemplification, Demonstration
11	Literature review	Multivariate analysis of variance (MANOVA)	Lecture, Question and Answer, Exemplification, Demonstration
12	Literature review	Exploratory factor analysis	Lecture, Question and Answer, Exemplification, Demonstration
13	Literature review	p value (NHST) and effect size	Lecture, Question and Answer, Exemplification, Demonstration
14	Literature review	Reporting the findings	Lecture, Question and Answer, Exemplification, Demonstration
15	Literature review	Reporting the findings	Lecture, Question and Answer, Exemplification, Demonstration
16	-	FINAL EXAM	-
17	-	FINAL EXAM	-

KAYNAKLAR
Field, A. (2013). Discovering statistics using IBM SPSS statistics. sage.
Gravetter, F. J., & Wallnau, L. B. (2016). Statistics for the behavioral sciences. Cengage Learning.

ÖLÇME VE DEĞERLENDİRME
Yarıyıl İçi Yapılan Çalışmaların Ölçme ve Değerlendirmesi	Etkinlik Sayısı	Katkı Yüzdesi	Açıklama

(0) Etkisiz	(1) En Düşük	(2) Düşük	(3) Orta	(4) İyi	(5) Çok İyi
0	1	2	3	4	5

KNOWLEDGE
Theoretical
	Program Yeterlilikleri/Çıktıları	Katkı Düzeyi
		0	1	2	3	4	5
1	Use information sources, including the most effective methods and current information related to psychology and auxiliary disciplines at a high level. (Bloom 3)					4
2	Identify problems in psychology and produce solutions. (Blooms 3)			2

KNOWLEDGE
Factual
	Program Yeterlilikleri/Çıktıları	Katkı Düzeyi
		0	1	2	3	4	5
1	Distinguish normal and abnormal behaviors. (Blooms 2)	0
2	Interpret and report psychology research. (Bloom 3)	0

SKILLS
Cognitive
	Program Yeterlilikleri/Çıktıları	Katkı Düzeyi
		0	1	2	3	4	5
1	Establish connections between psychology and other social sciences. (Bloom 4)						5

SKILLS
Practical
	Program Yeterlilikleri/Çıktıları	Katkı Düzeyi
		0	1	2	3	4	5
1	Apply psychological tests. (Bloom 3).	0
2	Gain knowledge and skills about contemporary psychology theories and integrate this knowledge and skills to help individuals. (Bloom 6)					4
3	Conduct various experiments in the field of psychology. (Bloom 6)					4

OCCUPATIONAL
Autonomy & Responsibility
	Program Yeterlilikleri/Çıktıları	Katkı Düzeyi
		0	1	2	3	4	5
1	Collaborate with the necessary institutions and individuals in the field studies. (6)				3

OCCUPATIONAL
Learning to Learn
	Program Yeterlilikleri/Çıktıları	Katkı Düzeyi
		0	1	2	3	4	5
1	Integrate developments in psychology with existing knowledge. (Blooms 6)					4
2	Scientifically analyze human behavior. (Bloom 4)					4

OCCUPATIONAL
Communication & Social
	Program Yeterlilikleri/Çıktıları	Katkı Düzeyi
		0	1	2	3	4	5
1	Express his/her knowledge and thoughts about the field in a fluent and understandable manner both written and verbally. (Bloom 2)	0
2	Recognize the individual, national and universal influences of problems in the field of psychology			2

OCCUPATIONAL
Occupational and/or Vocational
	Program Yeterlilikleri/Çıktıları	Katkı Düzeyi
		0	1	2	3	4	5
1	Integrate the knowledge of computer software, hardware and statistics required by the field of psychology. (blooms 6)						5
2	Survey the developments in information and communication technologies. (Bloom 4)					4
3	Support social projects related to psychology. (Blooms 5)			2

DERSİN İŞ YÜKÜ VE AKTS KREDİSİ
Öğrenme-Öğretme Etkinlikleri İş Yükü
Öğrenme-Öğretme Etkinlikleri	Etkinlik(hafta sayısı)	Süresi(saat sayısı)	Toplam İş Yükü
Lecture & In-Class Activities	14	3	42
Preliminary & Further Study	13	7	91
Land Surveying	0	0	0
Group Work	0	0	0
Laboratory	0	0	0
Reading	0	0	0
Assignment (Homework)	0	0	0
Project Work	0	0	0
Seminar	0	0	0
Internship	0	0	0
Technical Visit	0	0	0
Web Based Learning	0	0	0
Implementation/Application/Practice	0	0	0
Practice at a workplace	0	0	0
Occupational Activity	0	0	0
Social Activity	0	0	0
Thesis Work	0	0	0
Field Study	0	0	0
Report Writing	0	0	0
Final Exam	1	1	1
Preparation for the Final Exam	1	25	25
Mid-Term Exam	1	1	1
Preparation for the Mid-Term Exam	1	20	20
Short Exam	0	0	0
Preparation for the Short Exam	0	0	0
TOTAL	31	0	180