Health Economics Modeling Workshop
Health Economics Modeling Workshop
Health Economics Modeling Workshop
Slides
Welcome and Introductions
1. Conceptual and theoretical frameworks for decision modeling
2. Foundations of economic evaluation
3. Incremental cost-effectiveness anlaysis
4. Introduction to Markov Modeling
5. Structuring the Markov Model
Group Exercise - Populating a Markov Model
Group Exercise Answer - Populating a Markov Model
6. Curating model parameters
7. Summarizing model outputs
8. Deterministic & Scenario Analysis
9. Systematic Approaches to Understanding Model Uncertainty
11. Decision Criteria and Stakeholder Dissemination
10. Advanced Modeling Techniques
Brainstorm: Dissemination Strategy
Case Studies
Case Study 1: Examples of Decision Analysis
Case Study 2: Construct a Markov Trace
Case Study 3: Constructing a Transition Probability Matrix from Input Parameters
Case Study 4: Summarizing Model Outputs
Case Study 5: Deterministic Sensitivity Analysis
Group Case Study 6: Probabilistic Sensitivity Analysis
Case Study 7: Age-Varying Mortality
SIR Models in Excel
Capstone Exercises
Capstone Exercise
Capstone Powerpoint Template
Tools and Applications
Workshop CEA Shiny Application
Gompertz Mortality Parameters Fit to UN Life Table Data
Decision Tree Drawing Tool
Mermaid Live Editor (Facilitates easy model diagram drawing)
Graphviz Visual Editor
Markov Modeling in R (YouTube Video Series)
Markov Modeling in R
Workshop Blog
Instructors and Participants
Curriculum Planning
Vital Strategies Workshop
2022-08-07
2022-08-14
2022-08-21
2022-08-28
2022-09-04
2022-09-11
2022-09-18
2022-09-25
2022-10-02
2022-10-09
Process PSA Draws
Gompertz Mortality
Foundations of CEA
Incremental CEA
Examples of CEA
Specify the Decision Problem
Intro to Markov
Simple Markov
Identify Tx and Policy Strategies
Structuring Model
Embedding and Transformation
Map out the Markov Structure
Curate & Transform
Summarizing Outputs
Parameterize the Markov
Summarizing Outputs
Sensitivity 101
One-Way Sensitivity
Finish and Run the Model
Sensitivity 201
Dissemination to Policy Audiences
PSA
Micrisim & DES
Write Up
Practice & Record
Lectures
Case Studies
Capstone
Shiny Applications
Vital Strategies Workshop
