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Bachelor TR-NQF-HE: Level 6 QF-EHEA: First Cycle EQF-LLL: Level 6

Course General Introduction Information

Course Code: PSI209
Course Name: Statistics
Course Semester: Fall
Course Credits:
ECTS
5
Language of instruction: TR
Course Requirement:
Does the Course Require Work Experience?: No
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 : Dr.Öğr.Üyesi AYHAN PARMAKSIZ
Course Lecturer(s): Dr.Öğr.Üyesi AYHAN PARMAKSIZ
Course Assistants:

Course Purpose and Content

Course Objectives: To teach the student basic statistical concepts and methods with examples and applications, to enable the student to understand and evaluate the literature in her field from a statistical perspective.
Course Content:

Learning Outcomes

The students who have succeeded in this course;
1) Decide on appropriate basic statistical analyses.
2) Performs calculations and analyzes on its own.
3) Interprets statistical test results
4) Understands the statistical analyzes in the literature in his field.
5) Critiques the statistical analyzes in the literature in his field.
6) Have sufficient theoretical and practical basis for more advanced statistics courses.

Course Flow Plan

Week Subject Related Preparation
1) Basic statistical concepts; statistics, areas of use of statistics, universe, sample, statistics, parameters, data, variables, data types, etc.
2) Descriptive statistics; Classification of data, mean and position measures
3) Descriptive Statistics: Measures of dispersion
4) Examination of relationships between variables with tables and graphs: Cross-tabulations, tables by descriptive measures (mean, standard deviation, etc.), multivariate applications of basic graphical representations, scatter plots, etc.
5) Probability and Standard normal distribution
6) Sample distributions and confidence intervals: Sample distribution of the mean and ratio, confidence intervals, and interpretation.
6) Sample distributions and confidence intervals: Sample distribution of the mean and ratio, confidence intervals, and interpretation.
7) Sample distributions and confidence intervals: Sample distribution of the mean and ratio, confidence intervals, and interpretation
8) Research methods. Introduction to hypothesis testing: Purpose of hypothesis testing, stages, errors, p and alpha values, power, effect size, decision-making process
9) Hypothesis tests: Parametric one sample tests. Parametric independent two sample tests.
10) Hypothesis tests: Parametric independent k samples tests
11) Hypothesis tests: Parametric dependent two-sample tests. Parametric dependent k samples tests.
12) Non-parametric hypothesis testing
13) Relationship measures: Pearson correlation coefficient, Spearman correlation coefficient.
14) Simple and multiple linear regression models

Sources

Course Notes / Textbooks:
References: Alpar R. Spor, Sağlık ve Eğitim Bilimlerinden Örneklerle UYGULAMALI İSTATİSTİK ve GEÇERLİK-GÜVENİRLİK. Detay Yayıncılık, Ankara, 2018.
Sümbüloglu K ve Sümbüloğlu V. Biyoistatistik. Seçkin Yayıncılık, Ankara, 2010.
Büyüköztürk Ş, Sosyal bilimler için veri analizi el kitabı, Pegem Yay, 2023.

Course - Learning Outcome Relationship

No Effect 1 Lowest 2 Medium 3 Highest
       
Program Outcomes Level of Contribution
1) To investigate individuals’ cognitive, emotional, and behavioral processes in scientific perspective and to have general information about psychology theories
2) To have main application skills regarding applied psychology
3) To figure out, determine, formulate, and develop problem solving skills regarding individuals’ cognitive, emotional, and behavioral processes and problems
4) To determine individuals’ problems faced in their developmental stages, to develop problem solving skills for these problems, and to have information about consultation when needed
5) To have information regarding measurement and evaluation tools that are used in different subbranches of psychology
6) To have basic level of information and skills regarding observation and interview techniques
7) To have professional and ethical responsibility information and awareness
8) To have skills to conduct independent research using appropriate qualitative and quantitative accumulation of knowledge in psychology
9) To have a skill regarding data collection, analysis, interpretation and report
10) To have awareness regarding empathy, interpersonal sensitivity, individual and social processes and problems
11) To determine factors that affect psychological well-being in industrial and organizational structures
12) To share acquired information related to psychology with different individuals and institutions and inform them

Learning Activity and Teaching Methods

Anlatım
Course
Homework
Soru cevap/ Tartışma

Measurement and Evaluation Methods and Criteria

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
Final 1 % 60
total % 100
PERCENTAGE OF SEMESTER WORK % 40
PERCENTAGE OF FINAL WORK % 60
total % 100

İş Yükü ve AKTS Kredisi Hesaplaması

Activities Number of Activities Aktiviteye Hazırlık Aktivitede Harçanan Süre Aktivite Gereksinimi İçin Süre Workload
Course Hours 14 3 42
Homework Assignments 1 7 7
Midterms 1 35 35
Final 1 55 55
Total Workload 139