Resources Repository
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Resource PackPublication, Teaching Resource 2023Resource Pack: Books on Decision Making and Thinking
This resource pack, curated by the Center for Health Decision Science, features books about how …
This resource pack, curated by the Center for Health Decision Science, features books about how we think, learn, and decide. We aim to provide an introduction to some of the core concepts in decision theory and psychology with this collection, and hope that it will stimulate further inquiry. These books are geared to a general audience; the majority are very accessible reads. The collection is broadly divided into three categories. The first is made up of…
Science/Technology | Decision Psychology | Probability/Bayes | Decision Theory | Preferences/Values | Business/Industry | Climate/Environment | Culture/Society | Economics/Finance | Health/Medicine | Global | High School | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership | Policy Translation -
Resource PortalWeb Portal, Teaching Resource 2024Millennium Mathematics Project (MMP)
The Millennium Mathematics Project (MMP), a collaboration between the Faculties of Mathematics and Education at the …
The Millennium Mathematics Project (MMP), a collaboration between the Faculties of Mathematics and Education at the University of Cambridge, is a maths education and outreach initiative for ages 3 to 19 and the general public. The focus is on increasing mathematical understanding, confidence and enjoyment, developing problem-solving skills, and promoting creative and imaginative approaches to maths. The project consists of a family of complementary programmes, including the NRICH website, Plus online mathematics magazine, Wild Maths, and…
Science/Technology | Risk Analysis | Probability/Bayes | Test Performance | Mathematical Models | Decision Analysis | Infectious Diseases | Child/Nutrition | Environmental Health | Health/Medicine | Europe | High School | College | Graphics/Visualization | Quantitative Literacy -
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…
Science/Technology | Risk Analysis | Probability/Bayes | Test Performance | Injuries/Accidents | Government/Law | Health/Medicine | Global | North America | College | Graduate | Doctoral | Critical Thinking/Analysis | Quantitative Literacy -
Lesson/ModuleWeb Portal, Teaching Resource 2016Educational Module: Shale Gas Development
This module has been developed around the topic of the extraction of natural gas from …
This module has been developed around the topic of the extraction of natural gas from shale. This practice, commonly referred to as fracking, involves several practices that have complex and uncertain consequences. In the module, three scientific concepts are explored in order to elucidate how science is applied toward addressing real-world problems. The scientific concepts are: (1) correlation is not the same as causation, (2) hazard is not the same as risk, and (3) risk…
Science/Technology | Risk Analysis | Probability/Bayes | Environmental Health | Policy/Regulation | Business/Industry | Climate/Environment | Energy/Engineering | Government/Law | Global | North America | College | Graduate | Doctoral | Critical Thinking/Analysis | Decision Making/Leadership -
Resource PackPublication, Teaching Resource 2023Resource Pack: Diagnostic Tests, Bayes, and COVID-19
This resource pack provides a curated set of articles, perspectives, and interactives about diagnostic testing …
This resource pack provides a curated set of articles, perspectives, and interactives about diagnostic testing for COVID-19. The pack provides materials that will be particularly useful for educators who are teaching diagnostic test performance, value of information, and probability revision using Bayes’ theorem. The majority of papers focus on PCR or rapid antigen testing on samples obtained from the respiratory tract by nasopharyngeal swab. The mechanism of false negative results (e.g., timing of sample collection…
Science/Technology | Probability/Bayes | Test Performance | Value of Information | Decision Analysis | Health/Medicine | Global | High School | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Graphics/Visualization | Quantitative Literacy -
ArticlePublication 2021Identifying Credible Sources of Health Information in Social Media: Principles and Attributes
Social media is widely used as a source of health information for the general public. …
Social media is widely used as a source of health information for the general public. The potential for information shared through social media to influence health outcomes necessitates action by social media platforms to enhance access and exposure to high-quality, science-based information. This paper summarizes the work of an independent advisory group convened by the National Academy of Medicine that deliberated and gathered information to develop a set of initial principles and attributes that could…
Science/Technology | Decision Psychology | Preferences/Values | Social Determinants | Policy/Regulation | Culture/Society | Education/Labor | Health/Medicine | North America -
ArticlePublication 2021Why the Backfire Effect Does Not Explain the Durability of Political Misperceptions
Previous research indicated that corrective information can sometimes provoke a so-called “backfire effect” in which …
Previous research indicated that corrective information can sometimes provoke a so-called “backfire effect” in which respondents more strongly endorsed a misperception about a controversial political or scientific issue when their beliefs or predispositions were challenged. This article shows how subsequent research and media coverage seized on this finding, distorting its generality and exaggerating its role relative to other factors in explaining the durability of political misperceptions. To the contrary, an emerging research consensus finds that…
Science/Technology | Decision Psychology | Preferences/Values | Social Determinants | Culture/Society | Government/Law | Health/Medicine | North America -
ArticlePublication 2021Scientific Theory of Gist Communication and Misinformation Resistance
This article presents a framework for understanding how misinformation shapes decision-making, which has cognitive representations …
This article presents a framework for understanding how misinformation shapes decision-making, which has cognitive representations of gist at its core. The author discusses how the framework goes beyond prior work, and how it can be implemented so that valid scientific messages are more likely to be effective, remembered, and shared through social media, while misinformation is resisted. The distinction between mental representations of the rote facts of a message – its verbatim representation – and…
Science/Technology | Decision Psychology | Preferences/Values | Social Determinants | Policy/Regulation | Culture/Society | Health/Medicine | North America -
Online LearningVideo, Teaching Resource 2021Reporting on COVID-19 Vaccines at the Intersection of Science and Politics
Journalists play a vital role in communicating to the public about COVID-19 vaccines, and currently …
Journalists play a vital role in communicating to the public about COVID-19 vaccines, and currently under challenging circumstances. The science surrounding COVID-19 is rapidly changing, vaccines have been developed at “warp speed” using a new approach, and misinformation is on the rise. Moreover, current and historical injustices and inequities, as well as heightened political polarization, affect what information is consumed, trusted, and acted upon. This webinar offers an opportunity for members of the media to…
Science/Technology | Decision Psychology | Preferences/Values | Infectious Diseases | Social Determinants | Policy/Regulation | Culture/Society | Health/Medicine | North America