APPLIED STATISTICS PROGRAMME COURSE DESCRIPTION

Code	Name of the Course Unit	Semester	In-Class Hours (T+P)	Credit	ECTS Credit
ISL224	APPLIED STATISTICS	4	3	3	6

GENERAL INFORMATION
Language of Instruction :	Turkish
Level of the Course Unit :	BACHELOR'S DEGREE, TYY: + 6.Level, EQF-LLL: 6.Level, QF-EHEA: First Cycle
Type of the Course :	Compulsory
Mode of Delivery of the Course Unit	-
Coordinator of the Course Unit	Assoc.Prof. ÇAĞLA TUĞBERK ARIKER
Instructor(s) of the Course Unit
Course Prerequisite	No

OBJECTIVES AND CONTENTS
Objectives of the Course Unit:	Objective of this course is to enable students to be qualified in quantitative research designs and to be able to analyze data effectively by using statistical programs.
Contents of the Course Unit:	The contents of the course include topics such as: population, sample, Quantitative Research Design, questionnaire creation, SPSS usage.

KEY LEARNING OUTCOMES OF THE COURSE UNIT (On successful completion of this course unit, students/learners will or will be able to)
Define basic concepts related with quantitative method.
Relate research methods to the appropriate methods in the field.
Interpret the findings of a research conducted by quantitative research method.
Set a research question and plan a research in accordance quantitative research processes.
Analyze the data by using SPSS program.

WEEKLY COURSE CONTENTS AND STUDY MATERIALS FOR PRELIMINARY & FURTHER STUDY
Week	Preparatory	Topics(Subjects)	Method
1	Reading	Statistical concepts	Lecturing, Question-Response
2	Reading	Descriptive statistics (statistical tables, graphs)	Lecturing, Question-Response
3	Reading	Descriptive Statistics (mean, distribution and inclination measures)	Lecturing, Question-Response
4	Reading	Probability calculations	Lecturing, Question-Response
5	Reading	Probability calculations	Lecturing, Question-Response
6	Reading	Continuous distributions	Lecturing, Question-Response
7	Reading	Normal distribution applications	Lecturing, Question-Response
8	-	MID-TERM EXAM	-
9	Reading	Discrete distributions	Lecturing, Question-Response
10	Reading	Hypothesis testing (parametric tests)	Lecturing, Question-Response
11	Reading	Hypothesis testing (nonparametric tests)	Lecturing, Question-Response
12	Reading	Correlation analysis and testing	Lecturing, Question-Response
13	Reading	Regression analysis and test	Lecturing, Question-Response
14	Reading	Time series applications	Application
15	Reading	Index numbers and applications	Application
16	-	FINAL EXAM	-
17	-	FINAL EXAM	-

SOURCE MATERIALS & RECOMMENDED READING
Arslan, D. A. (2017). Sosyal Bilimlerde Araştırma Yöntem ve Teknikleri. İstanbul: Paradigma Akademi Yayınları.
Köseoğlu, M. ve Yamak, R. (2011). Uygulamalı istatistik. Trabzon: Derya Kitabevi
Cohen, P., West, S. G., & Aiken, L. S. (2014). Applied multiple regression/correlation analysis for the behavioral sciences. Psychology Press.

ASSESSMENT
Assessment & Grading of In-Term Activities	Number of Activities	Degree of Contribution (%)	Description

Level of Contribution
0	1	2	3	4	5

KNOWLEDGE
Theoretical
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Define the theories, concepts and principles of the basic and sub-fields of business.			2
2	Explain business functions and processes based on current scientific sources.		1

KNOWLEDGE
Factual
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Relate internationally valid business cases with the theories and concepts of other social sciences.			2

SKILLS
Cognitive
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Explain the current events and facts in his / her field analytically and systematically based on advanced knowledge and skills he / she has.					4

SKILLS
Practical
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Use the theoretical and factual knowledge in business for occupational practices.				3
2	Solve individual and organizational problems in business life.		1
3	Use computer programs (SPSS, R, Excel, Stata) efficiently against the complex business problems.						5

OCCUPATIONAL
Autonomy & Responsibility
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Plan research and work using knowledge and skills gained in the field of business.					4
2	Organize the activities for organizational goals and purposes independently.		1

OCCUPATIONAL
Learning to Learn
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Criticize advanced knowledge and skills in the field with a critical approach.				3
2	Develop the existing knowledge and skills with a critical point of view under the impact of scientific, technological and current developments.				3

OCCUPATIONAL
Communication & Social
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Express his/her knowledge, thoughts and solutions on business to related stakeholders in written and verbal ways.		1
2	Use the information and communication technology software and equipment required for business.					4

OCCUPATIONAL
Occupational and/or Vocational
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Apply the social, scientific, cultural and ethical values at the stages of the collection of data, their implementation, interpretation and announcement of results in the field of business.						5
2	Relate the concepts of social rights, occupational safety, employee health, quality management and sustainability with the cases in business life.		1

WORKLOAD & ECTS CREDITS OF THE COURSE UNIT
Workload for Learning & Teaching Activities
Type of the Learning Activites	Learning Activities (# of week)	Duration (hours, h)	Workload (h)
Lecture & In-Class Activities	14	3	42
Preliminary & Further Study	14	3	42
Land Surveying	0	0	0
Group Work	0	0	0
Laboratory	0	0	0
Reading	14	1	14
Assignment (Homework)	0	0	0
Project Work	0	0	0
Seminar	0	0	0
Internship	0	0	0
Technical Visit	0	0	0
Web Based Learning	0	0	0
Implementation/Application/Practice	14	2	28
Practice at a workplace	0	0	0
Occupational Activity	0	0	0
Social Activity	0	0	0
Thesis Work	0	0	0
Field Study	0	0	0
Report Writing	0	0	0
Final Exam	1	1	1
Preparation for the Final Exam	1	10	10
Mid-Term Exam	1	1	1
Preparation for the Mid-Term Exam	1	10	10
Short Exam	0	0	0
Preparation for the Short Exam	0	0	0
TOTAL	60	0	148