The science of visual data communication: What works
Effectively designed data visualizations allow viewers to use their powerful visual systems to
understand patterns in data across science, education, health, and public policy. But …
understand patterns in data across science, education, health, and public policy. But …
Designing visual aids that promote risk literacy: A systematic review of health research and evidence-based design heuristics
R Garcia-Retamero, ET Cokely - Human factors, 2017 - journals.sagepub.com
Background Effective risk communication is essential for informed decision making.
Unfortunately, many people struggle to understand typical risk communications because …
Unfortunately, many people struggle to understand typical risk communications because …
Bayesian inference for psychology. Part II: Example applications with JASP
Bayesian hypothesis testing presents an attractive alternative to p value hypothesis testing.
Part I of this series outlined several advantages of Bayesian hypothesis testing, including the …
Part I of this series outlined several advantages of Bayesian hypothesis testing, including the …
Contemporary guidance for stated preference studies
This article proposes contemporary best-practice recommendations for stated preference
(SP) studies used to inform decision making, grounded in the accumulated body of peer …
(SP) studies used to inform decision making, grounded in the accumulated body of peer …
Designing human-centered AI for mental health: Develo** clinically relevant applications for online CBT treatment
Recent advances in AI and machine learning (ML) promise significant transformations in the
future delivery of healthcare. Despite a surge in research and development, few works have …
future delivery of healthcare. Despite a surge in research and development, few works have …
Presenting quantitative information about decision outcomes: a risk communication primer for patient decision aid developers
Background Making evidence-based decisions often requires comparison of two or more
options. Research-based evidence may exist which quantifies how likely the outcomes are …
options. Research-based evidence may exist which quantifies how likely the outcomes are …
How numeracy influences risk comprehension and medical decision making.
We review the growing literature on health numeracy, the ability to understand and use
numerical information, and its relation to cognition, health behaviors, and medical outcomes …
numerical information, and its relation to cognition, health behaviors, and medical outcomes …
Visualizing uncertainty about the future
D Spiegelhalter, M Pearson, I Short - science, 2011 - science.org
We are all faced with uncertainty about the future, but we can get the measure of some
uncertainties in terms of probabilities. Probabilities are notoriously difficult to communicate …
uncertainties in terms of probabilities. Probabilities are notoriously difficult to communicate …
General performance on a numeracy scale among highly educated samples
IM Lipkus, G Samsa, BK Rimer - Medical decision making, 2001 - journals.sagepub.com
Background. Numeracy, how facile people are with basic probability and mathematical
concepts, is associated with how people perceive health risks. Performance on simple …
concepts, is associated with how people perceive health risks. Performance on simple …
Hel** patients decide: ten steps to better risk communication
With increasing frequency, patients are being asked to make complex decisions about
cancer screening, prevention, and treatment. These decisions are fraught with emotion and …
cancer screening, prevention, and treatment. These decisions are fraught with emotion and …