Resources Repository
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Lesson/ModulePublication, Teaching Resource 2015CDC Science Ambassador Workshop 2015 Lesson Plan: Seasonal Flu Costs How Much?!
This lesson plan from the Centers for Disease Control and Prevention (CDC) was curated to …
This lesson plan from the Centers for Disease Control and Prevention (CDC) was curated to teach high school students, grades 9-10, to explore decision-making about the seasonal influenza (flu) vaccination. The lesson looks at financial decisions around vaccinations, based on a case study exploring the experiences of 282 children from cities around the United States. It looks at a wide range of factors including treatment for children with the flu and the cost of parents…
Economics/Finance | Costing Methods | Decision Analysis | Infectious Diseases | Social Determinants | Clinical Care | Health/Medicine | Science/Technology | North America | High School | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy -
BookPublication 2014Decision Making in Health and Medicine: Integrating Evidence and Values
Decision making in health care involves consideration of a complex set of diagnostic, therapeutic and …
Decision making in health care involves consideration of a complex set of diagnostic, therapeutic and prognostic uncertainties. Medical therapies have side effects, surgical interventions may lead to complications, and diagnostic tests can produce misleading results. Furthermore, patient values and service costs must be considered. Decisions in clinical and health policy require careful weighing of risks and benefits and are commonly a trade-off of competing objectives: maximizing quality of life vs maximizing life expectancy vs minimizing…
Economics/Finance | Probability/Bayes | Preferences/Values | Costing Methods | Health Outcomes | Test Performance | Value of Information | Mathematical Models | Decision Analysis | Cost-Effectiveness Analysis | Health Systems | Government/Law | Health/Medicine | Global | North America | Europe | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy -
GuidelinesPublication 2014EPA Guidelines for Preparing Economic Analyses
The US Environmental Protection Agency (EPA) Guidelines for Preparing Economic Analyses provide a framework for …
The US Environmental Protection Agency (EPA) Guidelines for Preparing Economic Analyses provide a framework for assessing the impacts of environmental regulations and policies that has been extensively peer-reviewed and is widely-applied both within and outside of the agency. The Guidelines discuss: (1) statutory and executive order requirements for conducting economic analyses; (2) identifying the need for policy action; (3) regulatory and non-regulatory approaches to pollution control; (4) baseline definition; (5) discounting future benefits and costs;…
Climate/Environment | Preferences/Values | Priority Setting/Ethics | Decision Analysis | Benefit-Cost Analysis | Environmental Health | Policy/Regulation | Government/Law | North America | Critical Thinking/Analysis -
Lesson/ModuleWeb Portal, Teaching Resource 2014Maths and Our Health
This learning module provides teaching packs to explore biomedical real-world applications of probability and statistics …
This learning module provides teaching packs to explore biomedical real-world applications of probability and statistics in decision-making. Each pack provides videos and supplemental materials, including presentations, worksheets, and games. Topics include: “Eating Bacon Sandwiches is Bad for You!” Evaluating Risk Epidemics: Modelling with Mathematics Life Saving Maths: How Does Vaccination Work? The Economics of Health: How Do We Decide? The Test is Positive: But What Are the Odds It’s Wrong?
Economics/Finance | Decision Theory | Test Performance | Mathematical Models | Decision Analysis | Infectious Diseases | Child/Nutrition | Chronic Disease/Risk | Health/Medicine | Science/Technology | Global | Middle School | High School | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy -
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…
Economics/Finance | Probability/Bayes | Preferences/Values | Costing Methods | Health Outcomes | Test Performance | Value of Information | State-Transition | Decision Analysis | Cost-Effectiveness Analysis | Health/Medicine | North America | Europe | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy -
ArticlePublication 2012Expert Elicitation of VSL
This article uses expert elicitation to address the monetary value of avoided premature mortality, which …
This article uses expert elicitation to address the monetary value of avoided premature mortality, which typically dominates the quantified benefits of air pollution regulations. Formal expert elicitation methods are one means of characterizing associated uncertainties. The authors undertake a pilot study that elicits quantitative probabilistic judgments of uncertainties in value per statistical life (VSL) estimates for use in an air pollution context. The two-stage elicitation addresses uncertainties in both a base case VSL for a…
Climate/Environment | Preferences/Values | Benefit-Cost Analysis | Policy/Regulation | College | Graduate | Critical Thinking/Analysis -
ReportPublication 2012Mortality Risks in Environment, Health and Transport
This report presents a major meta-analysis of value of a statistical life (VSL) estimates derived …
This report presents a major meta-analysis of value of a statistical life (VSL) estimates derived from surveys around the world. The analysis seeks to explain the differences in the estimates, for example across countries. Differences in incomes and the magnitude of the risk reduction were found to be the factors having the strongest impact, but numerous other policy-relevant factors are also important. The report also presents advice on how VSL estimates can be best used…
Climate/Environment | Preferences/Values | Benefit-Cost Analysis | Policy/Regulation | College | Graduate | Critical Thinking/Analysis -
ArticlePublication 2011Valuing Mortality Risk Reductions: Progress and Challenges
This article focuses on the value of mortality risk reduction, an important component of the …
This article focuses on the value of mortality risk reduction, an important component of the benefits estimates for environmental policies. In recent years, the number, scope, and quality of valuation studies have increased dramatically. Revealed-preference studies of wage compensation for occupational risks, on which analysts have primarily relied, have benefited from improved data and statistical methods. Stated-preference research has improved methodologically and expanded dramatically. In these studies, researchers have explored many issues concerning the validity…
Climate/Environment | Preferences/Values | Benefit-Cost Analysis | Policy/Regulation | College | Graduate | Critical Thinking/Analysis -
Lesson/ModuleWeb Portal, Teaching Resource 2011Economics of Health: How Do We Decide?
This learning module provides lessons about health economics containing activities, worksheets, notes, and answers on …
This learning module provides lessons about health economics containing activities, worksheets, notes, and answers on a number of skills in probability calculations. Using mathematics, these exercises engage students by tackling real world issues in health decision-making. These activities are recommended to be used together but can also be used independently. They are aimed at a high school learning level, age 16 or higher.
Economics/Finance | Priority Setting/Ethics | Health Outcomes | Decision Analysis | Health/Medicine | High School | Critical Thinking/Analysis | Quantitative Literacy