The science of visual data communication: What works

SL Franconeri, LM Padilla, P Shah… - … Science in the …, 2021 - journals.sagepub.com
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 …

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 …

Presenting quantitative information about decision outcomes: a risk communication primer for patient decision aid developers

LJ Trevena, BJ Zikmund-Fisher, A Edwards… - BMC medical informatics …, 2013 - Springer
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 …

Evidence-based risk communication: a systematic review

DA Zipkin, CA Umscheid, NL Keating… - Annals of internal …, 2014 - acpjournals.org
Background: Effective communication of risks and benefits to patients is critical for shared
decision making. Purpose: To review the comparative effectiveness of methods of …

Current challenges when using numbers in patient decision aids: advanced concepts

LJ Trevena, C Bonner, Y Okan, E Peters… - Medical Decision …, 2021 - journals.sagepub.com
Background Decision aid developers have to convey complex task-specific numeric
information in a way that minimizes bias and promotes understanding of the options …

Risk and uncertainty communication

D Spiegelhalter - Annual Review of Statistics and Its Application, 2017 - annualreviews.org
This review briefly examines the vast range of techniques used to communicate risk
assessments arising from statistical analysis. After discussing essential psychological and …

[PDF][PDF] Uncertainty visualization

L Padilla, M Kay, J Hullman - 2020 - psyarxiv.com
While uncertainty is present in most data analysis pipelines, reasoning with uncertainty is
challenging for novices and experts alike. Fortunately, researchers are making significant …

Blocks, ovals, or people? Icon type affects risk perceptions and recall of pictographs

BJ Zikmund-Fisher, HO Witteman… - Medical decision …, 2014 - journals.sagepub.com
Background. Research has demonstrated that icon arrays (also called “pictographs”) are an
effective method of communicating risk statistics and appear particularly useful to less …

Strategies for communicating scientific evidence on healthcare to managers and the population: a scoping review

R Riera, C de Oliveira Cruz Latorraca… - Health Research Policy …, 2023 - Springer
Background Health evidence needs to be communicated and disseminated in a manner that
is clearly understood by decision-makers. As an inherent component of health knowledge …

The effectiveness of video animations in the education of healthcare practitioners and student practitioners: a systematic review of trials

P Knapp, N Benhebil, E Evans, T Moe-Byrne - Perspectives on Medical …, 2022 - Springer
Introduction Video animations are increasingly available in education but without systematic
evaluation. This review aimed to collate trials of animations versus other delivery, in student …