- theory and concepts
- decision theory
- decision psychology
- probability/bayes
- preferences/values
- priority setting/ethics
- dynamic transmission
- calibration/validation
- approaches and applications
- decision analysis
- risk analysis
- benefit-cost analysis
- cost-effectiveness analysis
- technology assessment
- operations research
Resources Repository
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Lesson/ModuleVideo, Teaching Resource 2018Sensitivity Analyses
This video is intended to provide an introduction to the use of sensitivity analyses to …
This video is intended to provide an introduction to the use of sensitivity analyses to test how uncertainty impacts model predicted results. Uncertainty from point estimates used for model inputs is discussed as is testing using deterministic and probabilistic sensitivity analyses. This video is part of the Conducting Cost-Effectiveness Analysis with VA Data (HCEA) free course offered by the U.S. Department of Veterans Affairs Health Services Research and Development group focused on cost-effectiveness analysis and…
Decision Analysis | Mathematical Models | Health/Medicine | College | Graduate | Doctoral | Critical Thinking/Analysis | Quantitative Literacy -
Lesson/ModuleVideo, Teaching Resource 2018Medical Decision Making and Decision Analysis
This video is intended to provide an introduction to decision analysis in the context of …
This video is intended to provide an introduction to decision analysis in the context of medicine and public health and includes a discussion of the goals and elements of a decision analysis, introduces the concept of decision trees, and highlights how Markov models can be used to consider more complex disease decisions. This video is part of the Conducting Cost-Effectiveness Analysis with VA Data (HCEA) free course offered by the U.S. Department of Veterans Affairs…
Decision Analysis | Mathematical Models | State-Transition | Health/Medicine | North America | College | Graduate | Doctoral | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy -
Lesson/ModuleVideo, Teaching Resource 2018Estimating Transition Probabilities for a Model
This video is intended to provide a discussion on various methods for deriving probabilities that are …
This video is intended to provide a discussion on various methods for deriving probabilities that are needed for decision models. Presented are the concepts of literature based Odds Ratios and Relative Risks, which need to be transformed into probabilities, how to deal with probability estimates from time frames not relevant to the model in question, and how to derive probabilities from published summary statistics. This lecture is aimed at the researcher who is interested in operationalizing…
Probability/Bayes | Evidence Synthesis | Mathematical Models | Health/Medicine | North America | College | Graduate | Doctoral | Critical Thinking/Analysis | Quantitative Literacy -
Lesson/ModuleVideo, Teaching Resource 2018Estimating the Cost of an Intervention
This video is intended to provide a discussion of different methods that can be used …
This video is intended to provide a discussion of different methods that can be used to estimate the cost of a new intervention for conducting a decision analysis. This video is part of the Conducting Cost-Effectiveness Analysis with VA Data (HCEA) free course offered by the U.S. Department of Veterans Affairs Health Services Research and Development group focused on cost-effectiveness analysis and budget impact analyses. There were a total of 12 videos produced between January…
Decision Analysis | Costing Methods | Health/Medicine | North America | College | Graduate | Doctoral | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy -
Lesson/ModuleVideo, Teaching Resource 2018Cost-Effectiveness Analysis Recommendations from the 2nd Panel on CEA in Health & Medicine
This video is intended to summarize the main recommendations about the design and conduct of cost-effectiveness …
This video is intended to summarize the main recommendations about the design and conduct of cost-effectiveness analyses from the Second Panel on Cost-Effectiveness in Health and Medicine (2016), including the use of multiple perspectives, and the use of public protocols to detail how the analysis was conducted. This video is part of the Conducting Cost-Effectiveness Analysis with VA Data (HCEA) free course offered by the U.S. Department of Veterans Affairs Health Services Research and Development group…
Cost-Effectiveness Analysis | Health Systems | Health/Medicine | North America | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Policy Translation | Quantitative Literacy -
Resource PackWeb Portal, Teaching Resource 2018Resource Pack: Mental Health and Modeling
This resource pack, curated by the Center for Health Decision Science, features resources on modeling …
This resource pack, curated by the Center for Health Decision Science, features resources on modeling approaches applied to mental health. We aim to provide an overview of different techniques to guide researchers and practitioners in applying decision science and economic modeling to this public health challenge. More specifically, this resource pack contains review articles comparing different modeling techniques in the evaluation of treatments for depression, bipolar disorder and schizophrenia. The majority of articles in this…
Cost-Effectiveness Analysis | Costing Methods | Health Outcomes | Evidence Synthesis | Mathematical Models | State-Transition | Microsimulation | Chronic Disease/Risk | Mental Health | Health/Medicine | North America | Europe -
Resource PackPublication, Teaching Resource 2018Resource Pack: Models for Health Decision Science
This resource pack, curated by the Center for Health Decision Science, provides broad exposure to …
This resource pack, curated by the Center for Health Decision Science, provides broad exposure to mathematical models used in health decision science (e.g., microsimulation, dynamic transmission, agent-based, etc.). Resources include overviews, guidelines, tutorials, and applications relevant to a broad range of clinical and public health topics. A decision analytic approach relies on the use of a mathematical model to formally structure the components of the decision over time. Models are particularly useful when multiple data sources…
Dynamic Transmission | Mathematical Models | State-Transition | Microsimulation | Dynamic Simulation | Climate/Environment | Economics/Finance | Health/Medicine | Science/Technology -
Teaching PackPublication, Teaching Resource 2022Teaching Pack: Building Decision Trees
In this teaching pack on Building Decision Trees, students learn how to structure the elements …
In this teaching pack on Building Decision Trees, students learn how to structure the elements (e.g., objectives, alternatives, probabilities, and outcomes) of a problem into a decision tree model, conduct a baseline analysis of the expected value of different alternatives, assess the value of perfect information, and perform sensitivity analyses. Materials include an instructor's note, videos, companion slides, a glossary, an annotated bibliography, and sample exercises. Learning Objectives Integrate the core elements (alternatives,…
Decision Analysis | Infectious Diseases | Health/Medicine | Global | College | Graduate | Conceptual Mapping | Graphics/Visualization | Quantitative Literacy -
Lesson/ModuleWeb Portal, Teaching Resource 2017OR-Library
The OR-Library serves as an educator tool by providing a collection of test data sets …
The OR-Library serves as an educator tool by providing a collection of test data sets for a variety of problems in operations research (OR). They were developed and used by J E Beasley and he has made them available for use by any students and teachers interested in OR subject provided he is acknowledged and identified as their author. J E Beasley completed his PhD in Management Science at Imperial College, London, was a faculty member…
Operations Research | Business/Industry | Graduate | Doctoral | Critical Thinking/Analysis | Quantitative Literacy