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…
Decision Analysis | Costing Methods | Infectious Diseases | Social Determinants | Clinical Care | Economics/Finance | 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…
Decision Analysis | Probability/Bayes | Preferences/Values | Costing Methods | Health Outcomes | Test Performance | Value of Information | Mathematical Models | Cost-Effectiveness Analysis | Health Systems | Economics/Finance | Government/Law | Health/Medicine | Global | North America | Europe | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy -
Lesson/ModulePublication, Teaching Resource 2014CDC Science Ambassador Workshop 2014 Lesson Plan: Master of Disaster
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 around natural disaster emergencies. The lesson includes a video, public health emergency response data, and a response plan. It explores interactive cases of cholera in Haiti after an earthquake and breaks down risk factors and different approaches to the scenario. Students make informed decisions based on this data, exploring public health…
Decision Analysis | Injuries/Accidents | Environmental Health | Policy/Regulation | Climate/Environment | Culture/Society | Economics/Finance | Health/Medicine | Science/Technology | North America | Latin America & Caribbean | High School | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy -
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?
Decision Analysis | Decision Theory | Test Performance | Mathematical Models | Infectious Diseases | Child/Nutrition | Chronic Disease/Risk | Economics/Finance | Health/Medicine | Science/Technology | Global | Middle School | High School | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy -
Lesson/ModulePublication, Teaching Resource 2014Scientific Decision-Making: Teacher's Guide
This guide provides high-school level activities and readings on how decision-making can affect our health, …
This guide provides high-school level activities and readings on how decision-making can affect our health, focusing on cardiovascular health. Exercises include: Decisions and Risks Smarter Choices Introduction to Personal Stories Heart: Basic Measurements Calculating Coronary Artery Disease Risk Team Diagnosis of Three Cases Comparative Effectiveness Decision-Making Tools These exercises explore the biology of the heart, a coronary disease model, risk factors for heart disease, and a wider range of activities around health decision-making.
Decision Analysis | Decision Theory | Chronic Disease/Risk | Social Determinants | Health/Medicine | High School | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy -
ArticlePublication 2013Using Occupational Injury Data to Estimate VSL
This article discusses the use of occupational fatality rate data to estimate the additional pay …
This article discusses the use of occupational fatality rate data to estimate the additional pay workers receive for bearing greater risks, while controlling for other aspects of the job and characteristics of the worker. This tradeoff rate is typically referenced as the value of a statistical life (VSL). The extensive U.S. labor market literature generating VSL estimates has utilized several fatality rate measures which are typically matched to employment information on workers from large datasets.…
Benefit-Cost Analysis | Preferences/Values | Policy/Regulation | College | Graduate | 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…
Decision Analysis | Probability/Bayes | Preferences/Values | Costing Methods | Health Outcomes | Test Performance | Value of Information | State-Transition | Cost-Effectiveness Analysis | Economics/Finance | Health/Medicine | North America | Europe | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy -
ArticlePublication 2013Valuing Health Risk Reductions
In this article, the authors discuss how to value risk reductions in the context of …
In this article, the authors discuss how to value risk reductions in the context of benefit-cost analysis. Many public policies and private actions affect the risk of injury, illness, or death, yet changes in these risks are not easily valued using market prices. The authors begin with a pragmatic focus, describing the analytic framework and the approaches currently used for valuation, including estimates of willingness to pay (WTP), cost of illness (COI), and monetized quality-adjusted…
Benefit-Cost Analysis | Preferences/Values | Policy/Regulation | College | Graduate | Critical Thinking/Analysis -
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…
Benefit-Cost Analysis | Preferences/Values | Policy/Regulation | Climate/Environment | College | Graduate | Critical Thinking/Analysis