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About the Programme Academic Staff Program Qualifications Lessons Matrix of Course & Program Qualifications Turkish Qualifications Framework (TQF) TQF & Program Qualifications
  1. Graduate School
  2. Department of Open and Distance Learning
  3. Non-Thesis Master’s Degree in Open and Distance Learning
  4. Non-Thesis Master’s Degree in Measurement and Data Analytics (Distance Education)
  5. Course Structure Diagram with Credits
  6. Advanced Quantitative Analysis and Reporting
  7. Description
  • Description
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Last Updated: 30/09/2026

Code - Course Title Course Type Laboratory + Practice ECTS
ÖVA514 - Advanced Quantitative Analysis and Reporting II. SEMESTER 3 +0 6.0
Language of Instruction Türkçe
Course Type Elective Courses
Course Instructor(s) PROF. DR. EVRİM GENÇ KUMTEPE
Mode of Delivery face-to-face
Place of Delivery
Used Educational Platforms
Prerequisites N/A
Courses Recomended Quantitative Data Analysis
Recommended Resources Will be provided as part of the course.
Work Placement N/A
Aims of the Course

Weeks Learning Outcomes Topics Teaching Methods
Week - 1 Introduction to Advanced Quantitative Data Analysis
Week - 2 Nonparametric Analyses-I: Categorical Data
Week - 3 Nonparametric Analyses II: Bivariate Tests
Week - 4 Nonparametric Analyses III: Multivariate Tests
Week - 5 Nonparametric Analyses IV: Logistic Regression
Week - 6 ANCOVA – Analysis of Covariance
Week - 7 Causal Models I: Moderation Models
Week - 8 Causal Models II: Mediation Models
Week - 9 Factor Analysis-I: Orthogonal Rotation Methods in Exploratory Factor Analysis
Week - 10 Factor Analysis-II: Oblique Rotation Methods in Exploratory Factor Analysis
Week - 11 Factor Analysis-III: Introduction to Confirmatory Factor Analysis
Week - 12 Factor Analysis-IV: Model Fit Indices in Confirmatory Factor Analysis
Week - 13 Factor Analysis-V: Construct Validity in Confirmatory Factor Analysis
Week - 14 Factor Analysis-VI: Building Well-Fitting and Statistically Sound Models in Confirmatory Factor Analysis

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Assessment Method and Passing Requirements
Quamtity Percentage (%)
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