Visualizing Uncertainty About the Future

被引:435
作者
Spiegelhalter, David [1 ]
Pearson, Mike [1 ]
Short, Ian [2 ]
机构
[1] Univ Cambridge, Ctr Math Sci, Cambridge CB3 0WB, England
[2] Open Univ, Dept Math & Stat, Milton Keynes MK7 6AA, Bucks, England
关键词
RISK COMMUNICATION; HEALTH-RISK; PROBABILITY; INFORMATION; NUMERACY; FORMATS; COMPREHENSION; PERCEPTION; FORECAST;
D O I
10.1126/science.1191181
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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 effectively to lay audiences, and in this review we examine current practice for communicating uncertainties visually, using examples drawn from sport, weather, climate, health, economics, and politics. Despite the burgeoning interest in infographics, there is limited experimental evidence on how different types of visualizations are processed and understood, although the effectiveness of some graphics clearly depends on the relative numeracy of an audience. Fortunately, it is increasingly easy to present data in the form of interactive visualizations and in multiple types of representation that can be adjusted to user needs and capabilities. Nonetheless, communicating deeper uncertainties resulting from incomplete or disputed knowledge-or from essential indeterminacy about the future-remains a challenge.
引用
收藏
页码:1393 / 1400
页数:8
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