Resources Repository
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Online LearningWeb Portal, Teaching Resource 2018Fat Chance: Probability from the Ground Up
This is an introductory edX course in probability. Created specifically for those who are new …
This is an introductory edX course in probability. Created specifically for those who are new to the study of probability, or for those who are seeking an approachable review of core concepts prior to enrolling in a college-level statistics course, this course develops a mathematical mode of thought over rote memorization of terms and formulae. Through visual lessons and guided practice, this course explores the quantitative reasoning behind probability and the cumulative nature of mathematics…
Probability/Bayes | Middle School | High School | College | Quantitative Literacy -
Resource PackPublication, Teaching Resource 2023Resource Pack: Academic Writing
This resource pack provides guidance for writing in an academic setting. Much academic writing is …
This resource pack provides guidance for writing in an academic setting. Much academic writing is opaque, with complex sentences and highly specialized vocabulary. Clarity, structure, and accessible language can improve a writer’s ability to communicate scholarly concepts to other academics as well as general audiences. The resources contained in this pack explain the utility of clear writing and provide guidance to achieve it. They address a variety of formats for translating research findings – in…
Health/Medicine | Science/Technology | Middle School | High School | College | Graduate | Doctoral | Professional | Policy Translation -
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 Theory | Test Performance | Mathematical Models | 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 -
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…
Probability/Bayes | Test Performance | Value of Information | Decision Analysis | Health/Medicine | Science/Technology | Global | High School | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Graphics/Visualization | Quantitative Literacy -
Teaching PackWeb Portal, Teaching Resource 2023Teaching Pack: Heuristics with Joe Pliskin
This teaching pack, curated by the Center for Health Decision Science, features videos introducing heuristics …
This teaching pack, curated by the Center for Health Decision Science, features videos introducing heuristics used in decision making. While these “mental shortcuts” can be useful in some circumstances, they can lead to more errors than deliberate, rational thinking. An awareness of these heuristics is useful to decision makers. This series of videos on heuristics was developed by Professor Joe Pliskin during his residency with the CHDS Media Hub led by Jake Waxman. They reflect…
Decision Theory | Decision Psychology | Probability/Bayes | Preferences/Values | Chronic Disease/Risk | Clinical Care | Business/Industry | Economics/Finance | Health/Medicine | High School | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy -
Tutorial/PrimerPublication, Teaching Resource 2023Cognitive Theory of Multimedia Learning
The cognitive theory of multimedia learning (CTML) draws together various theories of learning and cognition …
The cognitive theory of multimedia learning (CTML) draws together various theories of learning and cognition and applies them to the process of learning through multimedia instruction. At its core, the theory asserts that people learn more effectively from words and graphics than from words alone. While numerous investigators have contributed to this work, we have found Mayer’s (2009) empirically derived principles of multimedia design to be the most relevant and useful for instructional designers and…
Culture/Society | Education/Labor | Science/Technology | High School | College | Graduate | Doctoral | Professional | Graphics/Visualization | Instructional Design | Pedagogy -
Tutorial/PrimerPublication, Teaching Resource 2023Cognitive Load Theory: Learning & Instructional Design
How do we process new information and construct knowledge in our brains? What does “working …
How do we process new information and construct knowledge in our brains? What does “working memory” have to do with learning? What is cognitive load theory and how does it inform the design of learning experiences and educational materials? Cognitive load theory (CLT) is a theory of learning that is based on what we know about how learners process new information in working memory and construct knowledge in long-term memory. In this basic primer, we…
Culture/Society | Education/Labor | Science/Technology | High School | College | Graduate | Doctoral | Professional | Graphics/Visualization | Instructional Design | Pedagogy -
Brief/PerspectivePublication, Teaching Resource 2021Using a Visual Tool to Map the Learning Ecosystem
A well-designed course should include a series of learning experiences – leveraging different modalities - …
A well-designed course should include a series of learning experiences – leveraging different modalities - that allow the learning process to extend across time, provide students opportunities to engage in a variety of diverse activities, and scaffolding to achieve learning objectives. Engaging in deliberative process to map the “course ecosystem” promotes thinking about how to create and curate “learning experiences” rather than the traditional “developing a lecture, selecting a reading list, and assigning homework.” The CHDS…
Culture/Society | Education/Labor | Health/Medicine | High School | College | Graduate | Doctoral | Professional | Instructional Design | Pedagogy -
Brief/PerspectivePublication, Teaching Resource 2022Long Enough to Reach the Ground: Video Length in Multimedia
Among the most common questions instructional designers and media producers are asked are, “How important …
Among the most common questions instructional designers and media producers are asked are, “How important is video length, relative to other attributes, in my course design” and “How long should the video be to maximize learning-efficacy?” While there has been some research that provides insights into video length, there are limitations in existing studies that make generalizable recommendations challenging. This short brief looks at two studies to illustrate these challenges and concludes that the current…
Culture/Society | Education/Labor | High School | College | Graduate | Doctoral | Professional | Graphics/Visualization | Instructional Design | Pedagogy