PSYCHOLOGY
Qualification Awarded	Program Süresi	Toplam Kredi (AKTS)	Öğretim Şekli	Yeterliliğin Düzeyi ve Öğrenme Alanı
Bachelor's (First Cycle) Degree	4	240	FULL TIME	TYÇ, TR-NQF-HE, EQF-LLL, ISCED (2011):Level 6 QF-EHEA:First Cycle TR-NQF-HE, ISCED (1997-2013): 31

Ders Genel Tanıtım Bilgileri

Course Code:

1311121010

Ders İsmi:

Advanced Statistics in Behavioral Sciences

Ders Yarıyılı:

Spring

Ders Kredileri:

Theoretical	Practical	Labs	Credit	ECTS
3	2		4	7

Language of instruction:

Ders Koşulu:

Ders İş Deneyimini Gerektiriyor mu?:

Other Recommended Topics for the Course:

Type of course:

Necessary

Course Level:

Bachelor

TR-NQF-HE:6. Master`s Degree

QF-EHEA:First Cycle

EQF-LLL:6. Master`s Degree

Mode of Delivery:

Face to face

Course Coordinator :

Prof. Dr. Afif SIDDIKİ

Course Lecturer(s):

Course Assistants:

Dersin Amaç ve İçeriği

Course Objectives:	The goal of this course is to provide an understanding of statistical techniques and basic statistical tests used in behavioral sciences. In line with this goal, basic concepts of statistics, characteristics of data distributions, and statistical techniques used to examine relationships between psychological variables will be covered during the course.
Course Content:	The goal of this course is to provide an understanding of statistical techniques and basic statistical tests used in behavioral sciences. In line with this goal, basic concepts of statistics, characteristics of data distributions, and statistical techniques used to examine relationships between psychological variables will be covered during the course.

Learning Outcomes

The students who have succeeded in this course;

Learning Outcomes

1 - Knowledge
Theoretical - Conceptual
1) İstatistiğe ilişkin temel kavramlar hakkında bilgi sahibi olmak.
2) Veri setleri ve özellikleri hakkında bilgi sahibi olmak.
2 - Skills
Cognitive - Practical
1) Temel istatistiksel teknikleri uygulama becerisi kazanmak.
3 - Competences
Communication and Social Competence
Learning Competence
1) Psikolojik olguları istatistiksel yöntemlerle analiz etme becerisi kazanmak.
Field Specific Competence
Competence to Work Independently and Take Responsibility

Ders Akış Planı

Week	Subject	Related Preparation
1)	Introduction: What is statistics? Basic concepts of statistics.	Büyüköztürk, Ş., Çokluk, O., & Köklü, N. (2020). Sosyal bilimler için istatistik [Statistics for social sciences]. Pagem Akademi. Büyüköztürk, Ş., Kılıç Çakmak, E., Akgün, Ö. E., Karadeniz, Ş., & Demirel, F. (2022). Bilimsel araştırma yöntemleri [Scientific research methods] (32th ed.). Pagem Akademi. Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis. In Polymers (7th ed.). Pearson Education Limited.
2)	Frequency distributions and their description: Measures of central tendency and variability.	Büyüköztürk, Ş., Çokluk, O., & Köklü, N. (2020). Sosyal bilimler için istatistik [Statistics for social sciences]. Pagem Akademi. Büyüköztürk, Ş., Kılıç Çakmak, E., Akgün, Ö. E., Karadeniz, Ş., & Demirel, F. (2022). Bilimsel araştırma yöntemleri [Scientific research methods] (32th ed.). Pagem Akademi. Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis. In Polymers (7th ed.). Pearson Education Limited.
3)	Standard normal distribution and standard scores.	Büyüköztürk, Ş., Çokluk, O., & Köklü, N. (2020). Sosyal bilimler için istatistik [Statistics for social sciences]. Pagem Akademi. Büyüköztürk, Ş., Kılıç Çakmak, E., Akgün, Ö. E., Karadeniz, Ş., & Demirel, F. (2022). Bilimsel araştırma yöntemleri [Scientific research methods] (32th ed.). Pagem Akademi. Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis. In Polymers (7th ed.). Pearson Education Limited.
4)	Inferential statistics: Hypothesis, error types, degrees of freedom, confidence intervals.	Büyüköztürk, Ş., Çokluk, O., & Köklü, N. (2020). Sosyal bilimler için istatistik [Statistics for social sciences]. Pagem Akademi. Büyüköztürk, Ş., Kılıç Çakmak, E., Akgün, Ö. E., Karadeniz, Ş., & Demirel, F. (2022). Bilimsel araştırma yöntemleri [Scientific research methods] (32th ed.). Pagem Akademi. Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis. In Polymers (7th ed.). Pearson Education Limited.
5)	Correlation: Introduction, scatter diagram, correlation coefficient.	Büyüköztürk, Ş., Çokluk, O., & Köklü, N. (2020). Sosyal bilimler için istatistik [Statistics for social sciences]. Pagem Akademi. Büyüköztürk, Ş., Kılıç Çakmak, E., Akgün, Ö. E., Karadeniz, Ş., & Demirel, F. (2022). Bilimsel araştırma yöntemleri [Scientific research methods] (32th ed.). Pagem Akademi. Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis. In Polymers (7th ed.). Pearson Education Limited.
6)	Correlation: Pearson r, Spearman R, partial correlation, multiple correlation.	Büyüköztürk, Ş., Çokluk, O., & Köklü, N. (2020). Sosyal bilimler için istatistik [Statistics for social sciences]. Pagem Akademi. Büyüköztürk, Ş., Kılıç Çakmak, E., Akgün, Ö. E., Karadeniz, Ş., & Demirel, F. (2022). Bilimsel araştırma yöntemleri [Scientific research methods] (32th ed.). Pagem Akademi. Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis. In Polymers (7th ed.). Pearson Education Limited.
7)	Simple linear regression: Introduction	Büyüköztürk, Ş., Çokluk, O., & Köklü, N. (2020). Sosyal bilimler için istatistik [Statistics for social sciences]. Pagem Akademi. Büyüköztürk, Ş., Kılıç Çakmak, E., Akgün, Ö. E., Karadeniz, Ş., & Demirel, F. (2022). Bilimsel araştırma yöntemleri [Scientific research methods] (32th ed.). Pagem Akademi. Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis. In Polymers (7th ed.). Pearson Education Limited.
8)	Midterm Exam	Büyüköztürk, Ş., Çokluk, O., & Köklü, N. (2020). Sosyal bilimler için istatistik [Statistics for social sciences]. Pagem Akademi. Büyüköztürk, Ş., Kılıç Çakmak, E., Akgün, Ö. E., Karadeniz, Ş., & Demirel, F. (2022). Bilimsel araştırma yöntemleri [Scientific research methods] (32th ed.). Pagem Akademi. Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis. In Polymers (7th ed.). Pearson Education Limited.
9)	Simple linear regression equation and procedure, standard error of the estimate.	Büyüköztürk, Ş., Çokluk, O., & Köklü, N. (2020). Sosyal bilimler için istatistik [Statistics for social sciences]. Pagem Akademi. Büyüköztürk, Ş., Kılıç Çakmak, E., Akgün, Ö. E., Karadeniz, Ş., & Demirel, F. (2022). Bilimsel araştırma yöntemleri [Scientific research methods] (32th ed.). Pagem Akademi. Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis. In Polymers (7th ed.). Pearson Education Limited.
10)	T-Test: Introduction, T-test for one sample.	Büyüköztürk, Ş., Çokluk, O., & Köklü, N. (2020). Sosyal bilimler için istatistik [Statistics for social sciences]. Pagem Akademi. Büyüköztürk, Ş., Kılıç Çakmak, E., Akgün, Ö. E., Karadeniz, Ş., & Demirel, F. (2022). Bilimsel araştırma yöntemleri [Scientific research methods] (32th ed.). Pagem Akademi. Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis. In Polymers (7th ed.). Pearson Education Limited.
11)	T-Test: T-test for independent and dependent samples.	Büyüköztürk, Ş., Çokluk, O., & Köklü, N. (2020). Sosyal bilimler için istatistik [Statistics for social sciences]. Pagem Akademi. Büyüköztürk, Ş., Kılıç Çakmak, E., Akgün, Ö. E., Karadeniz, Ş., & Demirel, F. (2022). Bilimsel araştırma yöntemleri [Scientific research methods] (32th ed.). Pagem Akademi. Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis. In Polymers (7th ed.). Pearson Education Limited.
12)	Analysis of Variance: Introduction, F statistic and Post Hoc.	Büyüköztürk, Ş., Çokluk, O., & Köklü, N. (2020). Sosyal bilimler için istatistik [Statistics for social sciences]. Pagem Akademi. Büyüköztürk, Ş., Kılıç Çakmak, E., Akgün, Ö. E., Karadeniz, Ş., & Demirel, F. (2022). Bilimsel araştırma yöntemleri [Scientific research methods] (32th ed.). Pagem Akademi. Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis. In Polymers (7th ed.). Pearson Education Limited.
13)	Analysis of Variance: F distribution and calculation of F ratio.	Büyüköztürk, Ş., Çokluk, O., & Köklü, N. (2020). Sosyal bilimler için istatistik [Statistics for social sciences]. Pagem Akademi. Büyüköztürk, Ş., Kılıç Çakmak, E., Akgün, Ö. E., Karadeniz, Ş., & Demirel, F. (2022). Bilimsel araştırma yöntemleri [Scientific research methods] (32th ed.). Pagem Akademi. Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis. In Polymers (7th ed.). Pearson Education Limited.
14)	General review and practice applications.	Büyüköztürk, Ş., Çokluk, O., & Köklü, N. (2020). Sosyal bilimler için istatistik [Statistics for social sciences]. Pagem Akademi. Büyüköztürk, Ş., Kılıç Çakmak, E., Akgün, Ö. E., Karadeniz, Ş., & Demirel, F. (2022). Bilimsel araştırma yöntemleri [Scientific research methods] (32th ed.). Pagem Akademi. Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis. In Polymers (7th ed.). Pearson Education Limited.

Sources

Course Notes / Textbooks:

Büyüköztürk, Ş., Çokluk, O., & Köklü, N. (2020). Sosyal bilimler için
istatistik [Statistics for social sciences]. Pagem Akademi.
Büyüköztürk, Ş., Kılıç Çakmak, E., Akgün, Ö. E., Karadeniz, Ş., & Demirel,
F. (2022). Bilimsel araştırma yöntemleri [Scientific research methods] (32th
ed.). Pagem Akademi.
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate
data analysis. In Polymers (7th ed.). Pearson Education Limited.

References:

Ders - Program Öğrenme Kazanım İlişkisi

Ders Öğrenme Kazanımları	1	2	3	4
Program Outcomes
1) Knows the theories, different approaches and perspectives related to psychology and knows the basic concepts and terms related to psychology.
2) Knows the process of psychology becoming a science from a historical perspective, its approach to emotional, behavioral and mental processes in this process and the scientific methods used to investigate these processes.
3) Knows the working subjects and methods of the subfields of psychology and defines the duties of psychologists working in these fields.
4) To be able to deal with the human being as a biological, psychological, sociological and cultural whole and to be able to establish a relationship with related disciplines in this sense.
5) Knows the salient emphases of the major theories, approaches and perspectives of psychology (behavioral, biological, cognitive, evolutionary, humanistic, psychodynamic and sociocultural).
6) Knows the basic principles and methods of psychological assessment and gains basic interview skills.
7) Have a basic level of knowledge about commonly used measurement tools in related subfields of psychology.
8) To have the knowledge and skills required to conduct research in the field of psychology, to find a problem, to create a research design, to collect data, to determine appropriate data analysis, to interpret and report findings.
9) To have a good understanding of scientific thinking in psychology; to use critical thinking and reasoning skills.
10) Knows the ethical principles, values and practices of psychology.

Ders - Öğrenme Kazanımı İlişkisi

No Effect	1 Lowest	2 Low	3 Average	4 High	5 Highest

	Program Outcomes	Level of Contribution
1)	Knows the theories, different approaches and perspectives related to psychology and knows the basic concepts and terms related to psychology.	3
2)	Knows the process of psychology becoming a science from a historical perspective, its approach to emotional, behavioral and mental processes in this process and the scientific methods used to investigate these processes.	5
3)	Knows the working subjects and methods of the subfields of psychology and defines the duties of psychologists working in these fields.	1
4)	To be able to deal with the human being as a biological, psychological, sociological and cultural whole and to be able to establish a relationship with related disciplines in this sense.	1
5)	Knows the salient emphases of the major theories, approaches and perspectives of psychology (behavioral, biological, cognitive, evolutionary, humanistic, psychodynamic and sociocultural).
6)	Knows the basic principles and methods of psychological assessment and gains basic interview skills.
7)	Have a basic level of knowledge about commonly used measurement tools in related subfields of psychology.
8)	To have the knowledge and skills required to conduct research in the field of psychology, to find a problem, to create a research design, to collect data, to determine appropriate data analysis, to interpret and report findings.	3
9)	To have a good understanding of scientific thinking in psychology; to use critical thinking and reasoning skills.
10)	Knows the ethical principles, values and practices of psychology.

Öğrenme Etkinliği ve Öğretme Yöntemleri

Anlatım
Beyin fırtınası /Altı şapka
Course
Soru cevap/ Tartışma

Ölçme ve Değerlendirme Yöntemleri ve Kriterleri

Yazılı Sınav (Açık uçlu sorular, çoktan seçmeli, doğru yanlış, eşleştirme, boşluk doldurma, sıralama)
Homework

Assessment & Grading

Semester Requirements	Number of Activities	Level of Contribution
Midterms	1	% 40
Semester Final Exam	1	% 40
Quiz	1	% 20
total		% 100
PERCENTAGE OF SEMESTER WORK		% 60
PERCENTAGE OF FINAL WORK		% 40
total		% 100

İş Yükü ve AKTS Kredisi Hesaplaması

Activities	Number of Activities	Duration (Hours)	Workload
Course Hours	16	3	48
Study Hours Out of Class	16	8	128
Quizzes	2	3	6
Midterms	1	6	6
Final	1	8	8
Total Workload			196