Resources Repository
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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…
Mathematical Models | Priority Setting/Ethics | Environmental Health | Policy/Regulation | Business/Industry | Climate/Environment | Government/Law | Health/Medicine | Science/Technology | Global | North America | College | Graduate | Doctoral | Critical Thinking/Analysis | Conceptual Mapping | Decision Making/Leadership -
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…
Mathematical Models | Probability/Bayes | Preferences/Values | Costing Methods | Health Outcomes | Test Performance | Value of Information | Decision Analysis | 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/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?
Mathematical Models | Decision Theory | Test Performance | Decision Analysis | 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 -
Online LearningVideo, Teaching Resource 2011TED Talk. Beware Conflicts of Interest
In this short TED talk, "Beware Conflicts of Interest," psychologist Dan Ariely tells two personal …
In this short TED talk, "Beware Conflicts of Interest," psychologist Dan Ariely tells two personal stories that explore scientific conflict of interest: How the pursuit of knowledge and insight can be affected, consciously or not, by shortsighted personal goals. When we're thinking about the big questions, he reminds us, let's be aware of our all-too-human brains. Access the video. Beware Conflicts of Interest (~5 min) TED is a nonprofit organization devoted to spreading ideas about a diverse range…
Decision Psychology | Preferences/Values | High School | College | Graduate | Doctoral | Professional | Decision Making/Leadership -
Lesson/ModuleWeb Portal, Teaching Resource 2011Epidemics: Modelling with Mathematics
This learning module explores mathematically modeling disease epidemics. Through video clips, Dr. Julia Gog and …
This learning module explores mathematically modeling disease epidemics. Through video clips, Dr. Julia Gog and Dr. Andrew Conlan explain simple mathematical models for how disease spreads through populations, and how these models can be built upon for more complex modelling. These models can be used to predict epidemics, and in turn, help to mitigate their risks. Related resources, such as activities, worksheets, and presentations, are available to help students investigate mathematical modelling. These activities are…
Mathematical Models | Infectious Diseases | Health/Medicine | Science/Technology | Global | High School | College | Critical Thinking/Analysis | Decision Making/Leadership -
Online LearningVideo, Teaching Resource 2010TED Talk. The Art of Choosing
In this talk, Sheena Iyengar challenges three key assumptions of the standard economic model of …
In this talk, Sheena Iyengar challenges three key assumptions of the standard economic model of choice: 1) that it is always in the individual’s best interests to choose for themselves, 2) that more choice are always better, and 3) that we should never say no to choice. In particular, she highlights differences in the way people view choice in the US and in other parts of the world. Iyengar argues that if we were to…
Decision Psychology | Preferences/Values | Child/Nutrition | Education/Labor | High School | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership -
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 | Preferences/Values | Chronic Disease/Risk | Culture/Society | Health/Medicine | 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 | Business/Industry | Economics/Finance | Health/Medicine | High School | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership -
BookPublication 2002Prevention Effectiveness: Guide to Decision Analysis and Economic Evaluation, 2nd Edition
This book was originally written to introduce Centers for Disease Control and Prevention staff to …
This book was originally written to introduce Centers for Disease Control and Prevention staff to the concepts of decision and economic analysis, to provide guidance on methods to maximize comparability of studios, and to provide access to frequently used reference information. It has been adapted to meet the needs of scientists and managers in state and local health departments and managed care organizations as well as students in schools of public health and clinicians for…
Mathematical Models | Probability/Bayes | Preferences/Values | Priority Setting/Ethics | Costing Methods | Health Outcomes | Decision Analysis | Benefit-Cost Analysis | Cost-Effectiveness Analysis | Economics/Finance | Health/Medicine | Global | North America | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy