Resources Repository
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Lesson/ModuleWeb Portal, Teaching Resource 2016Educational Module: Shale Gas Development
This module has been developed around the topic of the extraction of natural gas from …
This module has been developed around the topic of the extraction of natural gas from shale. This practice, commonly referred to as fracking, involves several practices that have complex and uncertain consequences. In the module, three scientific concepts are explored in order to elucidate how science is applied toward addressing real-world problems. The scientific concepts are: (1) correlation is not the same as causation, (2) hazard is not the same as risk, and (3) risk…
Probability/Bayes | Government/Law | Climate/Environment | Risk Analysis | Environmental Health | Policy/Regulation | Business/Industry | Energy/Engineering | Science/Technology | Global | North America | College | Graduate | Doctoral | Critical Thinking/Analysis | Decision Making/Leadership -
Lesson/ModuleMultimedia, Teaching Resource 2015Would You Opt for a Life with No Pain?
Imagine if you could plug your brain into a machine that would bring you ultimate …
Imagine if you could plug your brain into a machine that would bring you ultimate pleasure for the rest of your life. The only catch? You have to permanently leave reality behind. Hayley Levitt and Bethany Rickwald explore Robert Nozick’s thought experiment that he called the Experience Machine. This TED-Ed lesson was developed by Hayley Levitt and Bethany Rickwald with animation by Avi Ofer. Available on YouTube. Full lesson available on TED-Ed. This includes the video,…
Decision Psychology | Health/Medicine | Preferences/Values | Social Determinants | Economics/Finance | Global | High School | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis -
BookPublication 2013Medical Decision Making
This new edition of Medical Decision Making provides a review of the key decision making infrastructure …
This new edition of Medical Decision Making provides a review of the key decision making infrastructure of clinical practice and explains the principles of medical decision making both for individual patients and the wider health care arena. Targeted to clinicians interested in medical decision making, it demonstrates how to make the best clinical decisions based on the available evidence and how to use clinical guidelines and decision support systems in electronic medical records to shape practice…
Probability/Bayes | Costing Methods | Health/Medicine | Preferences/Values | Health Outcomes | Test Performance | Value of Information | State-Transition | Decision Analysis | Cost-Effectiveness Analysis | Economics/Finance | North America | Europe | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy -
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…
Decision Psychology | Health/Medicine | Preferences/Values | Chronic Disease/Risk | Culture/Society | High School | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership -
Online LearningVideo, Teaching Resource 2008TED Talk. Are We in Control of Our Own Decisions?
The field of behavioral economics helps to explain human decision making that would be deemed …
The field of behavioral economics helps to explain human decision making that would be deemed irrational by standard economic models. Dan Ariely begins this talk by presenting visual illusions, followed by the analogy that humans face similar illusions regarding our behavior. He focuses on how setting a “default” option can substantially influence our choices, especially when decisions are complex. He illustrates his points with examples from health and other fields. Access the video. Are We in…
Decision Psychology | Health/Medicine | Business/Industry | Economics/Finance | High School | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership -
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 | Health/Medicine | Mathematical Models | Decision Analysis | Clinical Care | Graduate | Doctoral | Professional -
ExerciseNone, Teaching Resource 2024Lab: Giant Cell Arteritis Decision Tree Model
This tutorial walks through the development of a decision tree model focused on Giant Cell …
This tutorial walks through the development of a decision tree model focused on Giant Cell Arteritis. It describes how to build the model structure, assign probabilities and outcomes based on imperfect test characteristics and epidemiologic estimates, evaluate alternative treatment strategies, and conduct one-way sensitivity analyses to assess which model parameters may impact the optimal treatment choice. Amua, the Swahili word meaning “decide”/“solve”, is an open source modeling framework and probabilistic programming language for decision analysis…
Probability/Bayes | Health/Medicine | Mathematical Models | Decision Analysis | Clinical Care | Graduate | Doctoral | Professional -
Tutorial/PrimerPublication, Teaching Resource 2023Conducting Trial-Based Economic Evaluations Using R: A Tutorial
Trial-based economic evaluations are increasingly conducted to support healthcare decision-making but there are inevitable methodological …
Trial-based economic evaluations are increasingly conducted to support healthcare decision-making but there are inevitable methodological challenges. This tutorial provides step-by-step guidance on how to combine appropriate statistical methods using a ready-to-use R script, and addresses missing data, correlated costs and effects, baseline imbalances, and skewness of costs and/or effects. The authors also provide the theoretical background of these methods, and demonstrate their application through a simulated trial-based economic evaluation.
Costing Methods | Health/Medicine | Evidence Synthesis | Economics/Finance | Graduate | Doctoral | Professional | Quantitative Literacy -
ReviewPublication 2023Handbook of Vaccine Health Economics
The open-access book, "Handbook of Applied Health Economics in Vaccines," looks at the complexities of …
The open-access book, "Handbook of Applied Health Economics in Vaccines," looks at the complexities of vaccine discovery, financing, and distribution. It highlights the inadequacy of standard economic models for vaccines. The book explores alternative principles challenging market-based approaches and equips readers with tools for assessing costs and benefits through practical exercises. It serves as a comprehensive resource for decision-making in vaccine development and distribution and emphasizes the importance of considering broader perspectives beyond economic efficiency.…
Costing Methods | Health/Medicine | Health Outcomes | Evidence Synthesis | Decision Analysis | Benefit-Cost Analysis | Cost-Effectiveness Analysis | Policy/Regulation | Global | Graduate | Doctoral | Professional