Resources Repository
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Tutorial/PrimerPublication, Teaching Resource 2024Tutorial: Introduction to Programming Decision Trees
This self-directed tutorial walks through the development of a decision tree using Amua to evaluate …
This self-directed tutorial walks through the development of a decision tree using Amua to evaluate three initial management strategies for ductal carcinoma in situ (DCIS) based on a published analysis: Soeteman DI, Stout NK, Ozanne EM et al. Modeling the Effectiveness of Initial Management Strategies for Ductal Carcinoma in Situ. J Natl Cancer Inst 2013; 105 (11): 774-781. The tutorial describes how to build the model structure, parameterize the model probabilities and outcomes based on…
Mathematical Models | Decision Analysis | Clinical Care | Health/Medicine | Graduate | Doctoral | Professional -
Tutorial/PrimerPublication, Teaching Resource 2024Tutorial: Using Fire in Forest Management: Decision Making under Uncertainty
This self-directed tutorial is for a decision analytic model related to the execution and management …
This self-directed tutorial is for a decision analytic model related to the execution and management of prescribed burns within forests. This tutorial builds upon the work of the publication: Cohan D, Haas SM, Radloff DL, Yancik RF. Using Fire in Forest Management: Decision Making Under Uncertainty. Interfaces 1984; 14 (5): 8-19. Not open access. About the Alan Colowick Innovation Fund The case-based tutorials in this teaching pack were created with support from the CHDS Alan Colowick…
Mathematical Models | Decision Analysis | Environmental Health | Climate/Environment | Graduate | Doctoral | Professional -
Tutorial/PrimerPublication, Teaching Resource 2023Conducting Trial-Based Economic Evaluations Using R: A Tutorial
Trial-based economic evaluations are increasingly conducted to support healthcare decision-making but there are inevitable methodological …
Trial-based economic evaluations are increasingly conducted to support healthcare decision-making but there are inevitable methodological challenges. This tutorial provides step-by-step guidance on how to combine appropriate statistical methods using a ready-to-use R script, and addresses missing data, correlated costs and effects, baseline imbalances, and skewness of costs and/or effects. The authors also provide the theoretical background of these methods, and demonstrate their application through a simulated trial-based economic evaluation.
Costing Methods | Evidence Synthesis | Economics/Finance | Health/Medicine | Graduate | Doctoral | Professional | 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 -
Online LearningMultimedia, Teaching Resource 2021Vaccine Hesitancy and Social Media's Role in Misinformation
Vaccine hesitancy has been a longstanding issue, even before the COVID-19 pandemic. The growth of …
Vaccine hesitancy has been a longstanding issue, even before the COVID-19 pandemic. The growth of vaccine hesitancy in recent years is most commonly attributed to the anti-vaccine movement. Social media is often at the heart of this conversation as a tool used to spread vaccine opposed information and to connect vaccine-hesitant people with each other. This webinar aims to give an overview of understanding vaccine hesitancy, both around childhood vaccines and the COVID-19 vaccine, and…
High School | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership | Policy Translation | Quantitative Literacy | Pedagogy -
Online LearningPodcast, Teaching Resource 2018Choiceology with Katy Milkman
Through a series of ~30 minute podcasts sponsored by Charles Schwab, Katy Milkman a Wharton …
Through a series of ~30 minute podcasts sponsored by Charles Schwab, Katy Milkman a Wharton Professor asks “can we learn to make smarter choices?” Available for free through Apple’s iTunes, Google Podcasts or Spotify, Milkman explores lessons that have been learned from behavioral economics, sharing stories of irrational decision making--from historical blunders to everyday errors with the potential to impact the future. Season 1 of Choiceology included 7 podcasts hosted by author Dan Heath that…
Decision Psychology | Global | High School | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis -
Lesson/ModuleVideo, Teaching Resource 2018How Can Cost Effectiveness Analysis be Made More Relevant to U.S. Health Care?
This video is intended to provide an overview of how cost-effectiveness analysis is used to …
This video is intended to provide an overview of how cost-effectiveness analysis is used to guide health policy decisions in other countries and identify barriers to using these findings in the U.S., along with tips on how to increase the chances that these findings will be implemented. This video is part of the Conducting Cost-Effectiveness Analysis with VA Data (HCEA) free course offered by the U.S. Department of Veterans Affairs Health Services Research and Development…
Priority Setting/Ethics | Cost-Effectiveness Analysis | Policy/Regulation | Health/Medicine | Global | College | Graduate | Doctoral | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy -
Lesson/ModuleVideo, Teaching Resource 2018Budget Impact Analysis
This video is intended to provide a framework for a budget impact analysis (BIA) which …
This video is intended to provide a framework for a budget impact analysis (BIA) which serves to estimate the cost to a payer of adopting a new intervention over a 1-3 year period and the tools necessary to determine if a BIA is appropriate to undertake. This video is part of the Conducting Cost-Effectiveness Analysis with VA Data (HCEA) free course offered by the U.S. Department of Veterans Affairs Health Services Research and Development group…
Costing Methods | Business/Industry | Health/Medicine | North America | College | Graduate | Doctoral | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy