Resources Repository
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Resource PortalWeb Portal, Teaching Resource 2024National Academies of Sciences, Engineering, and Medicine
The National Academies of Sciences, Engineering, and Medicine, founded in 1863, has a mission to provide …
The National Academies of Sciences, Engineering, and Medicine, founded in 1863, has a mission to provide nonpartisan, objective guidance for decision makers on policy challenges in the context of science, engineering, and medicine. NAS reports and convening activities have a wide range of impacts on policy and practice. They guide the development of federal laws and regulations, improve the effectiveness of government programs, shape the direction of research fields, and inform public knowledge and dialogue about…
Priority Setting/Ethics | Health/Medicine | Health Outcomes | Evidence Synthesis | Risk Analysis | Cost-Effectiveness Analysis | Technology Assessment | Infectious Diseases | Maternal/Reproductive Health | Child/Nutrition | Chronic Disease/Risk | Injuries/Accidents | Social Determinants | Health Systems | Global Governance | Climate/Environment | Energy/Engineering | Education/Labor | Food/Agriculture | Military/Defense | Science/Technology | Global | North America | High School | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership | Policy Translation -
Online LearningVideo, Teaching Resource 2023Khan Videos: Conditional Probability
These three videos, produced by Khan Academy, focus on conditional probability. Conditional probability with Bayes' …
These three videos, produced by Khan Academy, focus on conditional probability. Conditional probability with Bayes' Theorem (~5 min). Created by Brit Cruise, this video presents conditional probability visually using trees. Conditional probability and independence (~4 min). This video uses conditional probability to see if events are independent or not. Conditional probability tree diagram (~11 min). This video uses a tree diagram to work out the following conditional probability question: If someone fails a drug test, what is the…
Probability/Bayes | Health/Medicine | Science/Technology | High School | College | Graduate | Quantitative Literacy -
ArticlePublication 2016Cost-Effectiveness Thresholds: Pros and Cons
This WHO bulletin compares the two main methods for comparing the cost-effectiveness of health interventions. …
This WHO bulletin compares the two main methods for comparing the cost-effectiveness of health interventions. Cost-effectiveness thresholds allow health decision makers to identify cost-effectiveness ratios that represent good or bad value for money. In 2001, the World Health Organization's Commission on Macroeconomics in Health suggested cost-effectiveness thresholds based on multiples of a country's per-capita gross domestic product (GDP). In some contexts, these thresholds have been used as decision rules. However, this approach lacks country specificity…
Priority Setting/Ethics | Health/Medicine | Cost-Effectiveness Analysis | Health Systems -
GuidelinesPublication 2016Second Panel on Cost-Effectiveness in Health and Medicine
This article provides an overview of the main recommendations of the 2016 Second Panel on …
This article provides an overview of the main recommendations of the 2016 Second Panel on Cost-Effectiveness in Health and Medicine. In 1993, the U.S. Public Health Service convened the first panel of experts to review the state of cost-effectiveness analysis and to develop guidelines for its use in health, to improve quality and promote comparability. Scientists and scholars in economics, clinical medicine, ethics, and statistics met to share expertise and develop recommendations by consensus. The…
Priority Setting/Ethics | Health/Medicine | Costing Methods | Evidence Synthesis | Cost-Effectiveness Analysis | Technology Assessment | North America -
ArticlePublication 2016Estimation of the Cost-Effectiveness Threshold: Why, What, How?
This is a systematic review of the thresholds used in cost-effectiveness analyses in several international …
This is a systematic review of the thresholds used in cost-effectiveness analyses in several international settings. While many health care systems claim to incorporate the cost-effectiveness criterion in their investment decisions, the threshold value is often controversial and not publicly available. Even when available, it often lacks a theoretical or empirical basis. This article aims to identify and critically appraise the conceptual perspectives and methodologies used to date to estimate the cost-effectiveness threshold. The authors…
Priority Setting/Ethics | Health/Medicine | Cost-Effectiveness Analysis | Health Systems | Culture/Society -
Lesson/ModuleWeb Portal, Teaching Resource 2016Educational Module: Models and Practice
This module is an introduction to models and to their role in regulatory decision-making, and …
This module is an introduction to models and to their role in regulatory decision-making, and is intended for non-scientists from a variety of different backgrounds including law, journalism, public policy, and business. The module covers three main themes: (1) Core lessons on using models for policy making; (2) Key questions on the art and science of modeling including how models differ from other scientific techniques; and (3) Key ideas on using models in policy-making including how…
Priority Setting/Ethics | Health/Medicine | Mathematical Models | Environmental Health | Policy/Regulation | Business/Industry | Climate/Environment | Government/Law | Science/Technology | Global | North America | College | Graduate | Doctoral | Critical Thinking/Analysis | Conceptual Mapping | Decision Making/Leadership -
Lesson/ModuleWeb Portal, Teaching Resource 2016DNA Evidence: Case Study in Probabilities
This educational module on DNA evidence presents trial testimony, exhibits, and opinions in a case …
This educational module on DNA evidence presents trial testimony, exhibits, and opinions in a case in which federal courts at every level discerned “inaccuracies” in the testimony of a leading expert about probabilities associated with the DNA evidence. By embedding these legal materials in background explanations, critical questions, and short problems, the module supports self-study and class discussions that together can elucidate key principles in scientific reasoning and quantitative analysis and that can help students…
Probability/Bayes | Health/Medicine | Test Performance | Risk Analysis | Injuries/Accidents | Government/Law | Science/Technology | Global | North America | College | Graduate | Doctoral | Critical Thinking/Analysis | Quantitative Literacy -
ArticlePublication 2016Accounting for Technical, Ethical, and Political Factors in Priority Setting
This article investigates two cases of priority setting to explore how, in addition to technical …
This article investigates two cases of priority setting to explore how, in addition to technical considerations, ethical and political factors shape the allocation of health resources. First, they discuss how Thai authorities adjudicated a coverage decision for HLA-B*1502 screening, which meets the national cost-effectiveness threshold for only some of the conditions it can detect. Second, they consider England’s Cancer Drugs Fund to investigate the interplay of technical decision making and political reality. The findings suggest four concluding…
Priority Setting/Ethics | Health/Medicine | Cost-Effectiveness Analysis | Chronic Disease/Risk | Health Systems | Policy/Regulation | Climate/Environment | Government/Law | Science/Technology | Global | Europe -
ArticlePublication 2016Using Cost-Effectiveness Evidence to Inform Health Service Provision
This article discusses three challenges of using cost-effectiveness thresholds to inform whether a third-party payer …
This article discusses three challenges of using cost-effectiveness thresholds to inform whether a third-party payer will fund a particular service. First, how is the appropriate cost-effectiveness threshold - or threshold range - to be determined? (And should there be a single threshold or multiple thresholds?) Second, how can the valuation of health benefits be refined to better capture the value of treatments to patients and to the economy as a whole? Third, how should a…
Priority Setting/Ethics | Health/Medicine | Evidence Synthesis | Cost-Effectiveness Analysis | Policy/Regulation | Global