Resources Repository
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Tutorial/PrimerPublication, Teaching Resource 2024Tutorial: Building Decision Trees
This tutorial illustrates the basic steps needed to develop decision trees in Amua using a …
This tutorial illustrates the basic steps needed to develop decision trees in Amua using a disease screening example. It details the process of how to build the structure of a decision tree, parameterize the model with probabilities and relevant outcomes (i.e., life expectancy), evaluate three alternative screening strategies in a baseline scenario, and perform one-way sensitivity analyses to assess the robustness of the results to different parameter values. Amua, the Swahili word meaning “decide”/“solve”, is…
Probability/Bayes | Mathematical Models | Clinical Care | Decision Analysis | Health/Medicine | Graduate | Doctoral | Professional -
Tutorial/PrimerPublication, Teaching Resource 2023Survival Extrapolation Incorporating General Population Mortality Using Excess Hazard and Cure Models: Tutorial
The study examines the utility of excess hazard (EH) methods in reducing model uncertainty when …
The study examines the utility of excess hazard (EH) methods in reducing model uncertainty when estimating long-term survival in cost-effectiveness analyses. Using a case study of breast cancer patients, standard parametric survival models were compared with EH methods incorporating general population mortality rates, with and without a cure parameter. Results showed substantial variability in survival extrapolations across standard models, while EH methods, particularly EH cure models, significantly reduced uncertainty. Long-term treatment effects approached null for…
Mathematical Models | Cost-Effectiveness Analysis | Chronic Disease/Risk | Health/Medicine | Europe -
Tutorial/PrimerPublication, Teaching Resource 2024Tutorial: CEA of Alternative Colorectal Cancer Screening Strategies in High-Risk Individuals
This self-directed tutorial is about a decision analytic model of Alternative Colorectal Cancer Screening Strategies …
This self-directed tutorial is about a decision analytic model of Alternative Colorectal Cancer Screening Strategies in High-Risk Individuals. This tutorial is based on the publication: Benamouzig R, Barré S, Saurin J-C et al. Cost-Effectiveness Analysis of Alternative Colorectal Cancer Screening Strategies in High-Risk Individuals. Therapeutic Advances in Gastroenterology 2021; 14. About the Alan Colowick Innovation Fund The case-based tutorials in this teaching pack were created with support from the CHDS Alan Colowick Innovation Fund, established with…
Mathematical Models | Clinical Care | Decision Analysis | Health/Medicine | Graduate | Doctoral | Professional -
Tutorial/PrimerPublication, Teaching Resource 2024Tutorial: Introduction to Programming Decision Trees
This self-directed tutorial walks through the development of a decision tree using Amua to evaluate …
This self-directed tutorial walks through the development of a decision tree using Amua to evaluate three initial management strategies for ductal carcinoma in situ (DCIS) based on a published analysis: Soeteman DI, Stout NK, Ozanne EM et al. Modeling the Effectiveness of Initial Management Strategies for Ductal Carcinoma in Situ. J Natl Cancer Inst 2013; 105 (11): 774-781. The tutorial describes how to build the model structure, parameterize the model probabilities and outcomes based on…
Mathematical Models | Clinical Care | Decision Analysis | Health/Medicine | Graduate | Doctoral | Professional -
Tutorial/PrimerPublication, Teaching Resource 2016Distributional Cost-Effectiveness Analysis: A Tutorial
This tutorial explains distributional cost-effectiveness analysis as a framework for incorporating health inequality concerns into …
This tutorial explains distributional cost-effectiveness analysis as a framework for incorporating health inequality concerns into the economic evaluation of health sector interventions. Using an illustrative example comparing alternative ways of implementing the National Health Service (NHS) Bowel Cancer Screening Programme the authors describe the technical details of how to conduct distributional cost-effectiveness analysis. The 2 key stages are 1) modeling social distributions of health associated with different interventions, and 2) evaluating social distributions of health…
Cost-Effectiveness Analysis | Chronic Disease/Risk | Priority Setting/Ethics | Europe -
Online LearningVideo, Teaching Resource 2010TED Talk. The Riddle of Experience vs. Memory
In recent years, much attention has been devoted to the study of happiness, yet Daniel …
In recent years, much attention has been devoted to the study of happiness, yet Daniel Kahneman argues that there is confusion around defining happiness or well-being. He distinguishes between the happiness of our “experiencing selves” (whether we are happy in the moment) and our “remembering selves” (whether we are happy with the state of our lives on reflection). When we make choices, therefore, our decisions may be biased toward pleasing either the experiencing or remembering…
Preferences/Values | Chronic Disease/Risk | Decision Psychology | Culture/Society | Health/Medicine | High School | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership