Resources Repository
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ExerciseNone, Teaching Resource 2024Lab: Autoimmune Encephalitis Decision Tree Model
This tutorial walks through the development of a decision tree model based on a published …
This tutorial walks through the development of a decision tree model based on a published cost-effectiveness analysis of routine screening for autoimmune encephalitis in patients with first-episode psychosis in the United States based on the published article: Ross EL, Becker JE, Linnoila JJ, Soeteman DI. Cost-Effectiveness of Routine Screening for Autoimmune Encephalitis in Patients with First-Episode Psychosis in the United States. J Clin Psychiatry 2020; 82 (1): 19m13168. The tutorial describes how to build the…
Cost-Effectiveness Analysis | Mathematical Models | Decision Analysis | Clinical Care | Health/Medicine | Graduate | Doctoral | Professional -
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 | Decision Analysis | Clinical Care | Health/Medicine | 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 | Mathematical Models | Decision Analysis | Clinical Care | Health/Medicine | Graduate | Doctoral | Professional -
Tutorial/PrimerPublication, Teaching Resource 2017Guide to Regulatory Impact Analysis
Regulatory impact analyses (RIAs) weigh the benefits of regulations against the burdens they impose and …
Regulatory impact analyses (RIAs) weigh the benefits of regulations against the burdens they impose and are invaluable tools for informing decision makers. The Consumer’s Guide to Regulatory Impact Analysis: Ten Tips for Being an Informed Policymaker offers 10 tips for non-specialist policymakers and interested stakeholders who will be reading RIAs as consumers.
Benefit-Cost Analysis | Risk Analysis | Government/Law | Global -
Tutorial/PrimerPublication, Teaching Resource 2017Bayesian Methods for Calibrating Health Policy Models: A Tutorial
This article provides a tutorial on Bayesian approaches for model calibration. It describes the theoretical …
This article provides a tutorial on Bayesian approaches for model calibration. It describes the theoretical basis for Bayesian calibration approaches as well as pragmatic considerations that arise in the tasks of creating calibration targets, estimating the posterior distribution, and obtaining results to inform the policy decision. These considerations, as well as the specific steps for implementing the calibration, are described in the context of an extended worked example about the policy choice to provide (or…
Calibration/Validation | Infectious Diseases | Health/Medicine -
Tutorial/PrimerWeb Portal, Teaching Resource 2018OR-Notes
OR-Notes are a series of introductory notes on topics that fall under the broad heading …
OR-Notes are a series of introductory notes on topics that fall under the broad heading of the field of operations research (OR). They were developed and used by J E Beasley in an introductory OR course at Imperial College. 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…
Operations Research | Business/Industry -
Tutorial/PrimerPublication, Teaching Resource 2016Cost per DALY Thresholds and Health Opportunity Costs
This policy brief aims to explain the cost per DALY threshold and the concepts of …
This policy brief aims to explain the cost per DALY threshold and the concepts of health opportunity costs, especially aimed at low and middle-income countries. The authors state that an assessment of health opportunity costs is required if the best use is to be made of health and healthcare resources. This requires an assessment of whether the improvement in health outcomes they offer exceeds the improvement in health that would have been possible if the…
Cost-Effectiveness Analysis | Priority Setting/Ethics | Health Systems | Economics/Finance | Health/Medicine | Global | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership | Policy Translation -
Tutorial/PrimerPublication, Teaching Resource 2016Extended Cost-Effectiveness Analysis for Health Policy Assessment: A Tutorial
This tutorial describes both the intent of extended cost-effectiveness analysis and its keys to allow …
This tutorial describes both the intent of extended cost-effectiveness analysis and its keys to allow easy implementation for health policy assessment. Extended cost-effectiveness analysis was developed to address health policy assessment, specifically to evaluate the health and financial consequences of public policies in four domains: (1) the health gains; (2) the financial risk protection benefits; (3) the total costs to the policy makers; and (4) the distributional benefits.
Cost-Effectiveness Analysis | Priority Setting/Ethics | Social Determinants | Global -
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 | Priority Setting/Ethics | Chronic Disease/Risk | Europe