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 …

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 …

How numeracy influences risk comprehension and medical decision making.

VF Reyna, WL Nelson, PK Han… - Psychological …, 2009 - psycnet.apa.org
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 …

Hel** doctors and patients make sense of health statistics

G Gigerenzer, W Gaissmaier… - … science in the …, 2007 - journals.sagepub.com
Many doctors, patients, journalists, and politicians alike do not understand what health
statistics mean or draw wrong conclusions without noticing. Collective statistical illiteracy …

Beyond comprehension: The role of numeracy in judgments and decisions

E Peters - Current Directions in Psychological Science, 2012 - journals.sagepub.com
When making decisions, people must frequently take into account numerical information, but
not all individuals have the ability to understand and use numbers. Less numerate …

Graph literacy: A cross-cultural comparison

M Galesic, R Garcia-Retamero - Medical decision making, 2011 - journals.sagepub.com
Background. Visual displays are often used to communicate important medical information
to patients. However, even the simplest graphs are not understood by everyone. Objective …

Opportunities and challenges of Web 2.0 for vaccination decisions

C Betsch, NT Brewer, P Brocard, P Davies… - Vaccine, 2012 - Elsevier
A growing number of people use the Internet to obtain health information, including
information about vaccines. Websites that allow and promote interaction among users are …

Individual differences in numeracy and cognitive reflection, with implications for biases and fallacies in probability judgment

JM Liberali, VF Reyna, S Furlan… - Journal of behavioral …, 2012 - Wiley Online Library
Despite evidence that individual differences in numeracy affect judgment and decision
making, the precise mechanisms underlying how such differences produce biases and …

[หนังสือ][B] Simply rational: Decision making in the real world

G Gigerenzer - 2015 - books.google.com
Statistical illiteracy can have an enormously negative impact on decision making. This
volume of collected papers brings together applied and theoretical research on risks and …

The impact of the format of graphical presentation on health-related knowledge and treatment choices

ST Hawley, B Zikmund-Fisher, P Ubel… - Patient education and …, 2008 - Elsevier
OBJECTIVE: To evaluate the ability of six graph formats to impart knowledge about
treatment risks/benefits to low and high numeracy individuals. METHODS: Participants were …