PSI210 Statistics with Computer Applications

4 ECTS - 3-0 Duration (T+A)- 4. Semester- 3 National Credit

Information

Code PSI210
Name Statistics with Computer Applications
Term 2024-2025 Academic Year
Semester 4. Semester
Duration (T+A) 3-0 (T-A) (17 Week)
ECTS 4 ECTS
National Credit 3 National Credit
Teaching Language Türkçe
Level Lisans Dersi
Type Normal
Mode of study Yüz Yüze Öğretim
Catalog Information Coordinator Dr. Öğr. Üyesi ESEF ERCÜMENT YERLİKAYA
Course Instructor
1 2
Doç. Dr. Meryem Berrin BULUT (A Group) (Ins. in Charge)


Course Goal / Objective

The aim of this course is to teach students to perform statistical analyzes commonly used in psychology research using a statistical package program.

Course Content

In this course, data entry into the statistical package program, data editing, calculation of descriptive statistics with this package program and performing parametric and nonparametric statistical analysis are covered.

Course Precondition

None

Resources

İyilikci, O. (2020). Psikologlar için SPSS ve araştırma desenleri. Ankara: Nobel Yayıncılık.

Notes

Can, A. (2013). SPSS ile nicel veri analizi. Ankara: Pegem Akademi. Field, A. (2009). Discovering statistics using SPSS, third edition.


Course Learning Outcomes

Order Course Learning Outcomes
LO01 Transfers the data collected in psychology research to the statistical package program.
LO02 Organizes raw data to make it ready for analysis.
LO03 Computes descriptive statistics using the statistics package program.
LO04 Tests the significance of the difference between the means obtained from two independent groups using the statistical package program.
LO05 Tests the significance of the difference between two means obtained from the same group using the statistical package program.
LO06 Tests the significance of the difference between the means obtained from more than two independent groups using the statistical package program.
LO07 Tests the significance of the difference between more than two means obtained from the same group using the statistical package program.
LO08 Performs simple and multiple linear regression analysis using the statistics package program.
LO09 Conducts nonparametric significance tests for independent groups and repeated measurements using the statistical package program.
LO10 Selects the statistical technique appropriate to the hypothesis to be tested.


Relation with Program Learning Outcome

Order Type Program Learning Outcomes Level
PLO01 Bilgi - Kuramsal, Olgusal Explains the approaches and concepts related to the theoretical and application areas of psychology.
PLO02 Bilgi - Kuramsal, Olgusal Comprehends other basic sciences (eg, sociology, biology, philosophy) related to psychology, and establishes a multidisciplinary perspective.
PLO03 Bilgi - Kuramsal, Olgusal Explains the development of psychology from the historical perspective
PLO04 Beceriler - Bilişsel, Uygulamalı Applies the knowledge of psychology for the application areas
PLO05 Beceriler - Bilişsel, Uygulamalı Applies the methods and techniques of psychology by developing scientific understanding, critical thinking, creative thinking, and problem-solving skills. 3
PLO06 Beceriler - Bilişsel, Uygulamalı Studies human cognitive, emotional and behavioral processes with scientific methods. 4
PLO07 Beceriler - Bilişsel, Uygulamalı Conducts basic and applied psychology research 3
PLO08 Beceriler - Bilişsel, Uygulamalı Applies the methods and techniques of psychology in an interdisciplinary team. 1
PLO09 Bilgi - Kuramsal, Olgusal Uses knowledge of psychology to serve society and humanity on the basis of universal and national needs 1
PLO10 Beceriler - Bilişsel, Uygulamalı Demonstrates a sense of responsibility as an individual and team member in solving problems related to the area. 1
PLO11 Yetkinlikler - Öğrenme Yetkinliği Demonstrates life-long learning and research awareness.
PLO12 Yetkinlikler - İletişim ve Sosyal Yetkinlik Effectively shows his knowledge and skills among experts and non-specialists. 3
PLO13 Yetkinlikler - İletişim ve Sosyal Yetkinlik Use information and communication technologies effectively.
PLO14 Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği Shows awareness of events and developments on the agenda of the society and the world.
PLO15 Yetkinlikler - Alana Özgü Yetkinlik Demonstrates a sense of professional responsibility expressed in the Code of Ethics of The Turkish Psychological Association.


Week Plan

Week Topic Preparation Methods
1 Introduction of the statistical package program to be used. Reading source books-Application Öğretim Yöntemleri:
Anlatım, Soru-Cevap
2 Data input Reading source books-Application Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösteri
3 Organizing data I Reading source books-Application Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösteri, Alıştırma ve Uygulama
4 Organizing data II Reading source books-Application Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösteri, Alıştırma ve Uygulama
5 Descriptive Statistics Reading source books-Application Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Gösteri
6 Testing the normal distribution assumption required for parametric tests Reading source books-Application Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösteri, Alıştırma ve Uygulama
7 H0 Hypothesis significance test Reading source books-Application Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Tartışma
8 Mid-Term Exam Review the topics discussed in the lecture notes Ölçme Yöntemleri:
Yazılı Sınav
9 Independent samples t-test and its nonparametric alternative Reading source books-Application Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösteri, Alıştırma ve Uygulama
10 Paired samples t-test and its nonparametric alternative Reading source books-Application Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösteri, Alıştırma ve Uygulama
11 One-way analysis of variance (ANOVA) for independent groups and its nonparametric alternative Reading source books-Application Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösteri, Alıştırma ve Uygulama
12 One-way analysis of variance (ANOVA) for repeated measures and its nonparametriz alternative Reading source books-Application Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösteri, Alıştırma ve Uygulama
13 Analysis of variance for complex designs (factorial ANOVA) Reading source books-Application Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösteri, Alıştırma ve Uygulama
14 Correlation, simple and multiple linear regression analysis Reading source books-Application Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösteri, Alıştırma ve Uygulama
15 Chi-square analysis and McNemar test Reading source books-Application Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösteri, Alıştırma ve Uygulama
16 Term Exams Review the topics discussed in the lecture notes Ölçme Yöntemleri:
Yazılı Sınav
17 Term Exams Review the topics discussed in the lecture notes Ölçme Yöntemleri:
Yazılı Sınav


Student Workload - ECTS

Works Number Time (Hour) Workload (Hour)
Course Related Works
Class Time (Exam weeks are excluded) 14 3 42
Out of Class Study (Preliminary Work, Practice) 14 3 42
Assesment Related Works
Homeworks, Projects, Others 0 0 0
Mid-term Exams (Written, Oral, etc.) 1 7 7
Final Exam 1 18 18
Total Workload (Hour) 109
Total Workload / 25 (h) 4,36
ECTS 4 ECTS

Update Time: 13.06.2024 01:39