PSY3150 TOPICS IN QUANTITATIVE METHODS AND STATISTICS IN PSYCHOLOGY
| Course Code: | 2333150 |
| METU Credit (Theoretical-Laboratory hours/week): | 3 (3.00 - 2.00) |
| ECTS Credit: | 7.0 |
| Department: | Psychology |
| Language of Instruction: | English |
| Level of Study: | Undergraduate |
| Course Coordinator: | |
| Offered Semester: | Fall Semesters. |
Course Objectives
The objective of this course is to foster a positive attitude towards statistics and improve students' capacity to choose suitable statistical procedures for particular hypotheses or research inquiries. By the course's conclusion, students should exhibit proficiency in executing various types of statistical analyses and be capable of composing reports outlining the analyses conducted.
Course Content
This course is intended to introduce the methods of statistical hypothesis testing that are used frequently in more complex research designs in psychology. The main part of the course will cover the use of Analysis of Variance (ANOVA) in analyzing psychological data. In addition, the use of non-parametric tests and the issue of statistical power will be discussed.
Course Learning Outcomes
By the end of this course, students will:
- Acquire knowledge about t-tests, ANOVA models, regression models, Chi-square analysis, and factor analysis.
- Differentiate between the types of research questions appropriate for each analysis
- Be capable of conducting hypothesis tests relevant to these analyses.
- Develop the skills required to interpret and construct reports on the results of these analyses.
- Acquire an understanding of research findings employing these analyses in the literature.
Program Outcomes Matrix
| Level of Contribution | |||||
| # | Program Outcomes | 0 | 1 | 2 | 3 |
| 1 | Solid background in basic theories and approaches in psychology. | ✔ | |||
| 2 | Skills to obtain and interpret new information in the light of acquired theoretical knowledge. | ✔ | |||
| 3 | Skills to follow both national and international publications and developments in the discipline. | ✔ | |||
| 4 | Basic applied skills and knowledge of the various disciplines of psychology that do not require specialization. | ✔ | |||
| 5 | Awareness of the value of continuing educational practices such as in-service training, seminars, and conferences to keep career-relevant knowledge and skills up-to-date. | ✔ | |||
| 6 | Skills to conduct research based on basic knowledge related to testing and measurement, research methods, and statistics. That is, skills related to forming research hypotheses, designing the research, collecting data, applying basic statistical analysis, and reporting. | ✔ | |||
| 7 | Knowledge and skills about conducting research and practice by adhering to ethical guidelines. | ✔ | |||
| 8 | Skills in oral and written communication both in Turkish and English. | ✔ | |||
| 9 | Skills to work in teams that involve disciplinary and interdisciplinary projects. | ✔ | |||
| 10 | Critical thinking skills in following the psychological literature together with the psychology-related information appearing in popular media. | ✔ | |||
| 11 | Skills to generate practical and culture-sensitive solutions to problems. | ✔ | |||
| 12 | Awareness of societal, environmental, and economic factors in professional practice and research. | ✔ | |||
| 13 | Skills to lead and pioneer in the profession of psychology, either in academia or professional practice. | ✔ | |||
| 14 | Skills in independent and team work. | ✔ | |||
0: No Contribution 1: Little Contribution 2: Partial Contribution 3: Full Contribution