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DOI10.1098/rsos.181870
Communicating uncertainty about facts, numbers and science
van der Bles, Anne Marthe1,2; van der Linden, Sander1,2; Freeman, Alexandra L. J.1; Mitchell, James3; Galvao, Ana B.3; Zaval, Lisa4; Spiegelhalter, David J.1
发表日期2019
ISSN2054-5703
卷号6期号:5
英文摘要

Uncertainty is an inherent part of knowledge, and yet in an era of contested expertise, many shy away from openly communicating their uncertainty about what they know, fearful of their audience's reaction. But what effect does communication of such epistemic uncertainty have? Empirical research is widely scattered across many disciplines. This interdisciplinary review structures and summarizes current practice and research across domains, combining a statistical and psychological perspective. This informs a framework for uncertainty communication in which we identify three objects of uncertainty-facts, numbers and science-and two levels of uncertainty: direct and indirect. An examination of current practices provides a scale of nine expressions of direct uncertainty. We discuss attempts to codify indirect uncertainty in terms of quality of the underlying evidence. We review the limited literature about the effects of communicating epistemic uncertainty on cognition, affect, trust and decision-making. While there is some evidence that communicating epistemic uncertainty does not necessarily affect audiences negatively, impact can vary between individuals and communication formats. Case studies in economic statistics and climate change illustrate our framework in action. We conclude with advice to guide both communicators and future researchers in this important but so far rather neglected field.


WOS研究方向Science & Technology - Other Topics
来源期刊ROYAL SOCIETY OPEN SCIENCE
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/97162
作者单位1.Univ Cambridge, Winton Ctr Risk & Evidence Commun, Dept Pure Math & Math Stat, Cambridge, England;
2.Univ Cambridge, Dept Psychol, Cambridge Social Decis Making Lab, Cambridge, England;
3.Univ Warwick, Warwick Business Sch, Coventry, W Midlands, England;
4.Columbia Univ, Dept Psychol, New York, NY 10027 USA
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GB/T 7714
van der Bles, Anne Marthe,van der Linden, Sander,Freeman, Alexandra L. J.,et al. Communicating uncertainty about facts, numbers and science[J],2019,6(5).
APA van der Bles, Anne Marthe.,van der Linden, Sander.,Freeman, Alexandra L. J..,Mitchell, James.,Galvao, Ana B..,...&Spiegelhalter, David J..(2019).Communicating uncertainty about facts, numbers and science.ROYAL SOCIETY OPEN SCIENCE,6(5).
MLA van der Bles, Anne Marthe,et al."Communicating uncertainty about facts, numbers and science".ROYAL SOCIETY OPEN SCIENCE 6.5(2019).
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