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
This course aims to enhance students’ understanding of statistical concepts and improve their ability to select appropriate statistical procedures for different hypotheses or research questions. By the end of the course, students will be proficient in conducting various statistical analyses and writing clear reports detailing their methods and findings.
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:
- Develop knowledge of t-tests, ANOVA models, regression models, chi-square analysis, reliability analysis, and principal component analysis.
- Identify the appropriate statistical analysis for different types of research questions.
- Conduct hypothesis tests relevant to these analyses.
- Interpret and report statistical results in a clear and structured manner.
- Critically evaluate research findings that utilize these statistical methods.
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