Akademik Dersler - Tanıtım


Code - Course Title	ARY615 - Quantitative Research Methods
Course Type	Elective Courses
Language of Instruction	Türkçe
Laboratory + Practice	3+0
ECTS	7.5
Course Instructor(s)	DOÇENT DOKTOR ARİF YÜCE
Mode of Delivery	Face-to-face
Prerequisites	None
Courses Recomended	None
Required or Recommended Resources	Büyüköztürk, Ş. Sosyal Bilimler İçin Veri Analizi El Kitabı [Data Analysis Handbook for Social Sciences]. Pegem Academy.Field, A. (2018). Discovering Statistics Using IBM SPSS Statistics (5th ed.). Sage.Tabachnick, B. G. & Fidell, L. S. (2019). Using Multivariate Statistics (7th ed.). Pearson.Kline, R. B. (2016). Principles and Practice of Structural Equation Modeling (4th ed.). Guilford Press.
Recommended Reading List	Current international articles using quantitative methods in sport management (e.g., Journal of Sport Management, Sport Management Review, European Sport Management Quarterly).
Assessment methods and criteria	Midterm/Assignment: 40%, Final/Project: 60%
Work Placement	None
Sustainability Development Goals

Weeks	Topics
Week - 1	Basic Concepts: Types of Variables and Levels of Measurement
Week - 2	Population-Sample and Parameter-Statistic
Week - 3	Quantitative Research Design: Selection of Models and Designs, Internal and External Validity
Week - 4	Reliability: Types and Calculation of Reliability
Week - 5	Validity: Types of Validity and Validity Evidence
Week - 6	Measures of Central Tendency and Variability
Week - 7	Standard Scores (z and T Scores) and Normality
Week - 8	Hypothesis Testing and t-Tests
Week - 9	Analysis of Variance: ANOVA and MANOVA
Week - 10	Analysis of Covariance: ANCOVA and MANCOVA
Week - 11	Correlation, Simple and Multiple Regression
Week - 12	Exploratory Factor Analysis
Week - 13	Confirmatory Factor Analysis
Week - 14	Non-Parametric Tests and New Trends in Quantitative Research

Assessment Method and Passing Requirements
	Quamtity	Percentage (%)
Toplam (%)		0