Information Package / Course Catalogue
Applied Research in Educational Sciences Data Collection and Analysis
Course Code: EY621
Course Type: Area Elective
Couse Group: Third Cycle (Doctorate Degree)
Education Language: Turkish
Work Placement: N/A
Theory: 3
Prt.: 0
Credit: 3
Lab: 0
ECTS: 5
Objectives of the Course

1. To analyze correlation, basic, linear and multiple regression analyses 2. To analyze dependent and independent groups and t-test 3. To analyze variance analysis 4. To analyze parametric statistics techniques like ANOVA, MANOVA, ANCOVA, MANCOVA 5. To analyze non- parametric statistics techniques like MANN-WHITNEY-U, Kruskal-Wallis H test

Course Content

Basic topics on Statistics, Advanced statistical techniques in educational science researches

Name of Lecturer(s)
Assoc. Prof. Mehmet ULUTAŞ
Learning Outcomes
1.Analyzes correlation, basic, linear and multiple regression analyses
2.Analyzes dependent and independent groups and t-test
3.Analyzes variance analysis
4.Analyzes parametric statistics techniques like ANOVA, MANOVA, ANCOVA, MANCOVA
5.Analyzes non-parametric statistics techniques like MANN-WHITNEY-U, Wilcoxon, Kruskal-Wallis H test.
Recommended or Required Reading
1.American PsychologicalAssociation. (2001). Publication manual of the American psychological association. (5th Ed.). Washington
2.Creswell, J. (2002). Educational Research: Planning, Conducting, and Evaluating Quantitative and Qualitative Research. Saddle River, NJ: Prentice Hall.
3.Alexander, J., & Tate, M. (1999). Web wisdom, how to evaluate and create information quality on the Web. Mahwah, NJ: Lawrence Erlbaum
Weekly Detailed Course Contents
Week 1 - Theoretical
A general look at statistics programme (NVIVO, SPSS, etc.)
Week 2 - Theoretical
Correlation, basic, linear and multiple regression analyses
Week 3 - Theoretical
Correlation, basic, linear and multiple regression analyses
Week 4 - Theoretical
Correlation, basic, linear and multiple regression analyses
Week 5 - Theoretical
dependent and independent groups and t-test
Week 6 - Theoretical
dependent and independent groups and t-test
Week 7 - Theoretical
dependent and independent groups and t-test
Week 8 - Theoretical
Variance Analysis
Week 9 - Theoretical
MANOVA
Week 10 - Theoretical
ANCOVA
Week 11 - Theoretical
MANCOVA
Week 12 - Theoretical
Non- parametric statistics techniques MANN-WHITNEY-U
Week 13 - Theoretical
Non- parametric statistics techniques Kruskal-Wallis H test
Week 14 - Theoretical
Non- parametric statistics techniques Wilcoxon
Assessment Methods and Criteria
Type of AssessmentCountPercent
Midterm Examination1%40
Final Examination1%60
Workload Calculation
ActivitiesCountPreparationTimeTotal Work Load (hours)
Lecture - Theory1453112
Midterm Examination1437
Final Examination1437
TOTAL WORKLOAD (hours)126
Contribution of Learning Outcomes to Programme Outcomes
PÇ-1
PÇ-2
PÇ-3
PÇ-4
PÇ-5
PÇ-6
PÇ-7
PÇ-8
PÇ-9
PÇ-10
PÇ-11
PÇ-12
PÇ-13
PÇ-14
PÇ-15
OÇ-1
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
OÇ-2
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
OÇ-3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
OÇ-4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
OÇ-5
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
Adnan Menderes University - Information Package / Course Catalogue
2026