Basics of Experimental Design equips participants with essential methodologies and frameworks for conducting both qualitative and quantitative research. This course emphasizes hands-on projects that allow learners to apply theoretical concepts to real-world scenarios, enhancing their understanding of experimental setups and data analysis. By engaging in interactive sessions, participants will develop the skills necessary to design experiments that yield reliable and valid results, preparing them for roles in academia, industry, and consultancy.
The course structure includes a comprehensive exploration of various experimental designs, statistical tools, and data interpretation techniques. Participants will also have the opportunity to publish their findings in Cademix Magazine, promoting their work to a broader audience. Each module is designed to build upon the previous one, culminating in a final project where learners will create and present their own experimental design, demonstrating their grasp of the material covered throughout the course.
Introduction to Experimental Design Principles
Types of Experimental Designs: Between-Subjects and Within-Subjects
Formulating Research Questions and Hypotheses
Sampling Techniques and Sample Size Determination
Data Collection Methods: Surveys, Interviews, and Observations
Statistical Analysis: Descriptive and Inferential Statistics
Validity and Reliability in Experimental Research
Analyzing and Interpreting Results
Communicating Findings: Writing Research Reports
Final Project: Designing and Presenting an Original Experiment