JSBJ1310 Statistical Research Methods (5–8 cr)
Study level:
Postgraduate studies
Grading scale:
0-5
Language:
English
Responsible organisation:
Jyväskylä University School of Business and Economics
Curriculum periods:
2024-2025, 2025-2026, 2026-2027, 2027-2028
Description
- Causality, three conditions for demonstrating it
- Statistical inference and causal inference
- Regression analysis, including diagnostics and interpretation
- Moderation, mediation, and instrumental variables
- Generalized linear and other non-linear models
- Reliability and validity
- Measurement and measurement validation
- Factor analysis
- Research design
- Research ethics
Learning outcomes
The course aims to equip students with a comprehensive understanding of how statistical methods are practically applied in management and social research and how these results are typically presented in journal articles. This course is tailored for those interested in comprehending research conducted with statistical methods and those already using or planning to use statistical research methods in their professional endeavors.
Additional information
The course normally runs from November to April every academic year. The pre-exam must be completed in December. Contact teaching will start in January. The course may also run on a different schedule.
Study materials
The reading materials consists of articles, book, and book chapters on research design and analysis. The course follows a blended learning where the traditional lecture content is delivered as prerecorded videos. The video materials include over a 100 lectures of varying length.
Completion methods
Method 1
Description:
Pre-exam, video lectures, online participation, readings and written assignments, seminars (either in person or over Zoom), optional computer class sessions, data-analysis assignments, and learning diary.
Evaluation criteria:
The course is assessed on the basis of how the doctoral student masters the contents of the study unit and achieves the learning outcomes of the study unit. Seminar participation, assignments, pre-exam, and learning diary are considered in the assessment.
Select all marked parts
Parts of the completion methods
x
Participation in teaching (5–8 cr)
Type:
Participation in teaching
Grading scale:
0-5
Language:
English