1. Introduction to Critical Thinking & Evidence-Based Management
a. Introduction of the instructor, program, and participants
b. Definition, importance, and obstacles of Critical Thinking & Evidence-Based Management
c. Scientific mindset
2. Fundamentals of the Scientific Method
a. Hypothesis testing and falsification
b. Difference between null and alternative hypotheses
c. Philosophical razors – tools for effective information processing
3. Causality
a. Difference between correlation and causation
b. Problem of confusing correlation with causation and regression to the mean
c. Bradford Hill criteria for assessing causality and its types
4. Hierarchy of Evidence and Types of Research
a. Pyramid of evidence strength
b. Experimental and observational research; quantitative and qualitative methods
c. Review research – meta-analyses and systematic reviews
5. Online Databases
a. Overview of existing online databases and how to effectively search for relevant research
b. Searching and testing keywords, operators, and filters
c. AI tools for researching scientific studies
6. Reading Scientific Articles
a. Navigating the structure of the text
b. Quickly assessing the relevance of an article to the studied topic
c. Efficiently extracting information from research texts
7. Critical Assessment of Credibility
a. What to watch for in scientific articles and what to monitor for credibility assessment
b. Issues: replication crisis, publication bias, predatory journals, p-hacking, HARKing
c. Solutions to these pitfalls
8. Evaluation of Research Results
a. Evaluation of data from research results
b. Effect size, confidence intervals, and uncertainty
c. Statistical and practical significance
9. Bayes' Theorem
a. Assessing probabilities of different explanations and evidence strength
b. Changing opinions in light of new evidence
c. Integrating various strengths of evidence and research into a final conclusion
10. Conclusion
a. Summary and conclusion of the entire program, recommendations for further work
b. Reflection on main ideas to reinforce new knowledge and skills
c. Discussion, Q&A
Available study materials:
Barends, E., & Rousseau, D. M. (2018). Evidence-based management: How to use evidence to make better organizational decisions. Kogan Page Publishers.